Marketing English

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TASK: Retrieve occupational vocabulary
1. Select four terms from the reference. Explain each in plain English, give two natural collocations and quote or create a short workplace example. Label invented examples. Contrast each term with a plausible confusable term; acknowledge regional variation.
2. Present one role-labelled exchange with one missing word or phrase and four choices A-D. Exactly one choice must fit the stated facts and grammar. Stop and wait for my answer before revealing it.
3. Explain all four options, then invite me to read the completed exchange aloud. Offer a sentence frame for optional spoken practice, never an open-ended writing assignment.
4. Repeat for the other three terms, one question at a time. Vary the correct letter and the situation; preserve the reference facts. If a choice is ambiguous, replace the item.
5. Finish with two new four-choice collocation questions for later review, with a clearly separate answer key. Do not claim to schedule a reminder.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 01: Marketing Strategy: Audience, Insight, Problem, Outcome
Original fictional case: A scheduling-software brief names the audience as "everyone who works in an office." Six exploratory interviews with operations coordinators at small agencies describe repeated calendar checking. No research with purchasing managers has been completed. The proposed campaign invites coordinators to book a workflow demonstration. A draft slide calls those six interviews proof of market-wide demand. Strategist Mira and product marketer Owen must revise the brief without inventing buyer research or promising that a demonstration request will become a sale.
Language workshop: The scheduling tool with an audience of everyone
Communication goal: Narrow an audience brief while distinguishing the daily user, purchasing role, and evidence of need.
Language guidance: An audience is not necessarily the buyer, and the buyer is not necessarily the person using the product daily. "Coordinators report repeated calendar checking" preserves the actual sample. "Office workers demand our product" changes both the population and the strength of the finding.
Useful expressions (preserve the supplied facts): For this campaign, which role are we trying to reach first? / The interviews involved six coordinators, not the entire office market. / The daily user may not control the purchasing budget. / We want qualified coordinators to book a workflow demonstration. / Repeated calendar checking is the reported friction. / That is an exploratory signal, not proof of market-wide demand. / We still need to understand the purchasing manager's criteria. / Let us revise the audience, evidence statement, and conversion action. / We should label the buyer assumption as a hypothesis. / Which part of the current workflow would the demonstration address? / A focused first campaign does not rule out other segments later. / We need an agreed meaning of qualified before reporting those requests. / Does the slide distinguish what people said from our interpretation? / What prevents the user from trying the workflow? / A demonstration request is not the same as a completed sale. / We have a useful starting point, with buyer research still open.
Vocabulary: target audience: The people a particular communication is intended to reach. / market segment: A group distinguished by relevant shared needs or characteristics. / ideal customer profile: A description of organizations or customers considered a strong fit. / buyer persona: A research-informed representation of a purchasing role. / end user: The person who uses the product in practice. / economic buyer: The role controlling the relevant purchasing budget. / buying committee: The group influencing or deciding an organizational purchase. / pain point: A specific problem the audience experiences. / customer insight: An interpretation that explains a meaningful customer pattern. / jobs to be done: A framework focused on the progress people seek in a situation. / use case: A concrete situation in which a product serves a need. / value proposition: The relevant benefit and reason to choose an offering. / demand signal: Evidence suggesting interest or need, with limits. / qualitative research: Research examining experiences and meaning rather than only numerical estimates. / sample bias: Distortion arising from who is included in a sample. / purchase trigger: An event or condition prompting buying consideration. / decision criterion: A factor used to compare possible purchases. / barrier to adoption: A condition that makes initial or continued use harder. / addressable market: The market that could be served under a specified definition. / penetration: Adoption or participation relative to a defined market base. / campaign objective: The particular outcome a campaign is intended to achieve. / conversion action: The defined behavior counted as a conversion. / leading indicator: A measure that may precede a later outcome. / research hypothesis: A testable proposition that still requires evidence.
Speaking task: Read the corrected audience discussion. Preserve six coordinator interviews as exploratory evidence and distinguish the daily user from the purchasing role. Switch roles. Stress the proposed demo-booking action and the buyer research still missing; keep a demonstration request separate from a sale. Read the corrected transfer twice. Keep employees as users and the learning director as purchase approver.
Partner: Mira: Marketing strategist / Owen: Product marketer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A workplace-learning product is used by employees, but the learning director approves the purchase. A campaign invites employees to try a sample lesson; no company contract has been signed.
Model for comparison AFTER my attempt, not a response to give me first: Mira: And when the first requests arrive, we should not present the count as proof that the revenue target has already been reached.
Owen: Correct. It can serve as a leading indicator. We would still need to follow the requests through qualification and the actual purchasing process.
Mira: I will narrow the brief and change the call to action to a demonstration request. Send me the unanswered purchasing questions for the research brief.
Owen: I will label each unsupported buyer assumption as a research hypothesis. That gives the next research round a clear purpose without weakening the evidence we already have.
END REFERENCE

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TASK: Choose grammar that preserves the meaning
1. Use the lesson's language workshop, or one actual sentence from the dialogue, to explain a single grammar distinction in no more than 90 words. Show how it affects timing, certainty, responsibility or politeness.
2. Give one brief occupational exchange containing a gap and four complete options A-D. Supply enough context for exactly one answer. Keep distractors plausible; distinguish grammar errors from wording that changes the facts. Stop and wait.
3. Explain why each choice fits or fails, then ask me to read the completed exchange aloud. Do not request a draft, original written sentence or essay.
4. Repeat with three new exchanges, one at a time, moving from recognition to a more subtle meaning contrast. Do not copy the published checks. Label invented variations and do not turn uncertainty into a promise.
5. End with a short contrast table and two supported spoken turns using supplied frames. Accept accurate alternatives in oral practice; acknowledge and replace ambiguous multiple-choice items.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 01: Marketing Strategy: Audience, Insight, Problem, Outcome
Original fictional case: A scheduling-software brief names the audience as "everyone who works in an office." Six exploratory interviews with operations coordinators at small agencies describe repeated calendar checking. No research with purchasing managers has been completed. The proposed campaign invites coordinators to book a workflow demonstration. A draft slide calls those six interviews proof of market-wide demand. Strategist Mira and product marketer Owen must revise the brief without inventing buyer research or promising that a demonstration request will become a sale.
Language workshop: The scheduling tool with an audience of everyone
Communication goal: Narrow an audience brief while distinguishing the daily user, purchasing role, and evidence of need.
Language guidance: An audience is not necessarily the buyer, and the buyer is not necessarily the person using the product daily. "Coordinators report repeated calendar checking" preserves the actual sample. "Office workers demand our product" changes both the population and the strength of the finding.
Useful expressions (preserve the supplied facts): For this campaign, which role are we trying to reach first? / The interviews involved six coordinators, not the entire office market. / The daily user may not control the purchasing budget. / We want qualified coordinators to book a workflow demonstration. / Repeated calendar checking is the reported friction. / That is an exploratory signal, not proof of market-wide demand. / We still need to understand the purchasing manager's criteria. / Let us revise the audience, evidence statement, and conversion action. / We should label the buyer assumption as a hypothesis. / Which part of the current workflow would the demonstration address? / A focused first campaign does not rule out other segments later. / We need an agreed meaning of qualified before reporting those requests. / Does the slide distinguish what people said from our interpretation? / What prevents the user from trying the workflow? / A demonstration request is not the same as a completed sale. / We have a useful starting point, with buyer research still open.
Vocabulary: target audience: The people a particular communication is intended to reach. / market segment: A group distinguished by relevant shared needs or characteristics. / ideal customer profile: A description of organizations or customers considered a strong fit. / buyer persona: A research-informed representation of a purchasing role. / end user: The person who uses the product in practice. / economic buyer: The role controlling the relevant purchasing budget. / buying committee: The group influencing or deciding an organizational purchase. / pain point: A specific problem the audience experiences. / customer insight: An interpretation that explains a meaningful customer pattern. / jobs to be done: A framework focused on the progress people seek in a situation. / use case: A concrete situation in which a product serves a need. / value proposition: The relevant benefit and reason to choose an offering. / demand signal: Evidence suggesting interest or need, with limits. / qualitative research: Research examining experiences and meaning rather than only numerical estimates. / sample bias: Distortion arising from who is included in a sample. / purchase trigger: An event or condition prompting buying consideration. / decision criterion: A factor used to compare possible purchases. / barrier to adoption: A condition that makes initial or continued use harder. / addressable market: The market that could be served under a specified definition. / penetration: Adoption or participation relative to a defined market base. / campaign objective: The particular outcome a campaign is intended to achieve. / conversion action: The defined behavior counted as a conversion. / leading indicator: A measure that may precede a later outcome. / research hypothesis: A testable proposition that still requires evidence.
Speaking task: Read the corrected audience discussion. Preserve six coordinator interviews as exploratory evidence and distinguish the daily user from the purchasing role. Switch roles. Stress the proposed demo-booking action and the buyer research still missing; keep a demonstration request separate from a sale. Read the corrected transfer twice. Keep employees as users and the learning director as purchase approver.
Partner: Mira: Marketing strategist / Owen: Product marketer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A workplace-learning product is used by employees, but the learning director approves the purchase. A campaign invites employees to try a sample lesson; no company contract has been signed.
Model for comparison AFTER my attempt, not a response to give me first: Mira: And when the first requests arrive, we should not present the count as proof that the revenue target has already been reached.
Owen: Correct. It can serve as a leading indicator. We would still need to follow the requests through qualification and the actual purchasing process.
Mira: I will narrow the brief and change the call to action to a demonstration request. Send me the unanswered purchasing questions for the research brief.
Owen: I will label each unsupported buyer assumption as a research hypothesis. That gives the next research round a clear purpose without weakening the evidence we already have.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Interactive workplace role-play
1. Use the supplied case or dialogue as the starting situation. Give a two-sentence briefing and offer two relevant professional roles for me to choose from. For a supplied dialogue, use its actual roles. Ask which role I want, then stop and wait. Do not write my replies.
2. After I choose, identify who you will play and the immediate communication goal. Play the other professional; where a meeting requires a third person, label each of your speakers clearly. Start with one natural workplace turn and wait for my reply. Keep most turns to one to three sentences and ask no more than one question at a time.
3. Let the exchange develop across six to ten learner turns, or end earlier if I type "feedback". Respond to what I actually say. Include a plausible clarification, disagreement or tradeoff without silently changing the starting facts. Mark any added constraint as a fictional second-round variation. Do not resolve approvals, evidence or commitments that remain uncertain.
4. Stay in role during the exchange. If my meaning is unclear, ask for clarification naturally. Give a hint only if I ask or cannot proceed. Do not deliver a model conversation in advance.
5. At the debrief, quote two of my phrases: one successful choice and one worth improving. Check factual accuracy, language, register and whether the next step was clear. Give up to three focused suggestions. Ask me to retry the weakest turn; wait. Only then offer an alternative wording and a harder replay.
Use voice replies when available. If I prefer selections, offer four plausible spoken replies and explain my choice before continuing. Do not require written compositions.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 01: Marketing Strategy: Audience, Insight, Problem, Outcome
Original fictional case: A scheduling-software brief names the audience as "everyone who works in an office." Six exploratory interviews with operations coordinators at small agencies describe repeated calendar checking. No research with purchasing managers has been completed. The proposed campaign invites coordinators to book a workflow demonstration. A draft slide calls those six interviews proof of market-wide demand. Strategist Mira and product marketer Owen must revise the brief without inventing buyer research or promising that a demonstration request will become a sale.
Language workshop: The scheduling tool with an audience of everyone
Communication goal: Narrow an audience brief while distinguishing the daily user, purchasing role, and evidence of need.
Language guidance: An audience is not necessarily the buyer, and the buyer is not necessarily the person using the product daily. "Coordinators report repeated calendar checking" preserves the actual sample. "Office workers demand our product" changes both the population and the strength of the finding.
Useful expressions (preserve the supplied facts): For this campaign, which role are we trying to reach first? / The interviews involved six coordinators, not the entire office market. / The daily user may not control the purchasing budget. / We want qualified coordinators to book a workflow demonstration. / Repeated calendar checking is the reported friction. / That is an exploratory signal, not proof of market-wide demand. / We still need to understand the purchasing manager's criteria. / Let us revise the audience, evidence statement, and conversion action. / We should label the buyer assumption as a hypothesis. / Which part of the current workflow would the demonstration address? / A focused first campaign does not rule out other segments later. / We need an agreed meaning of qualified before reporting those requests. / Does the slide distinguish what people said from our interpretation? / What prevents the user from trying the workflow? / A demonstration request is not the same as a completed sale. / We have a useful starting point, with buyer research still open.
Vocabulary: target audience: The people a particular communication is intended to reach. / market segment: A group distinguished by relevant shared needs or characteristics. / ideal customer profile: A description of organizations or customers considered a strong fit. / buyer persona: A research-informed representation of a purchasing role. / end user: The person who uses the product in practice. / economic buyer: The role controlling the relevant purchasing budget. / buying committee: The group influencing or deciding an organizational purchase. / pain point: A specific problem the audience experiences. / customer insight: An interpretation that explains a meaningful customer pattern. / jobs to be done: A framework focused on the progress people seek in a situation. / use case: A concrete situation in which a product serves a need. / value proposition: The relevant benefit and reason to choose an offering. / demand signal: Evidence suggesting interest or need, with limits. / qualitative research: Research examining experiences and meaning rather than only numerical estimates. / sample bias: Distortion arising from who is included in a sample. / purchase trigger: An event or condition prompting buying consideration. / decision criterion: A factor used to compare possible purchases. / barrier to adoption: A condition that makes initial or continued use harder. / addressable market: The market that could be served under a specified definition. / penetration: Adoption or participation relative to a defined market base. / campaign objective: The particular outcome a campaign is intended to achieve. / conversion action: The defined behavior counted as a conversion. / leading indicator: A measure that may precede a later outcome. / research hypothesis: A testable proposition that still requires evidence.
Speaking task: Read the corrected audience discussion. Preserve six coordinator interviews as exploratory evidence and distinguish the daily user from the purchasing role. Switch roles. Stress the proposed demo-booking action and the buyer research still missing; keep a demonstration request separate from a sale. Read the corrected transfer twice. Keep employees as users and the learning director as purchase approver.
Partner: Mira: Marketing strategist / Owen: Product marketer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A workplace-learning product is used by employees, but the learning director approves the purchase. A campaign invites employees to try a sample lesson; no company contract has been signed.
Model for comparison AFTER my attempt, not a response to give me first: Mira: And when the first requests arrive, we should not present the count as proof that the revenue target has already been reached.
Owen: Correct. It can serve as a leading indicator. We would still need to follow the requests through qualification and the actual purchasing process.
Mira: I will narrow the brief and change the call to action to a demonstration request. Send me the unanswered purchasing questions for the research brief.
Owen: I will label each unsupported buyer assumption as a research hypothesis. That gives the next research round a clear purpose without weakening the evidence we already have.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Retrieve occupational vocabulary
1. Select four terms from the reference. Explain each in plain English, give two natural collocations and quote or create a short workplace example. Label invented examples. Contrast each term with a plausible confusable term; acknowledge regional variation.
2. Present one role-labelled exchange with one missing word or phrase and four choices A-D. Exactly one choice must fit the stated facts and grammar. Stop and wait for my answer before revealing it.
3. Explain all four options, then invite me to read the completed exchange aloud. Offer a sentence frame for optional spoken practice, never an open-ended writing assignment.
4. Repeat for the other three terms, one question at a time. Vary the correct letter and the situation; preserve the reference facts. If a choice is ambiguous, replace the item.
5. Finish with two new four-choice collocation questions for later review, with a clearly separate answer key. Do not claim to schedule a reminder.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 02: Positioning, Messaging, Brand Voice, and Proof
Original fictional case: A draft headline calls a scheduling tool "the fastest tool on the market." The only evidence is an internal test in which the current version completed one defined calendar-import task in 40 seconds; the previous version took 50 seconds under the same stated conditions. No competitors were tested, and no independent validation has occurred. Brand lead Tessa and product marketer Arun must revise the headline and its supporting explanation before the reviewer can assess the complete advertisement.
Language workshop: A headline that outruns its evidence
Communication goal: Negotiate a compelling comparative message without extending the comparison beyond the test.
Language guidance: Time falls 20%: (50 - 40) / 50. The reciprocal task rate rises 25%: (50 / 40) - 1. State the measured quantity, task, comparator and conditions rather than using ambiguous faster wording. Neither calculation establishes a market ranking or every customer workflow.
Useful expressions (preserve the supplied facts): The line creates energy, but its comparison is broader than the test. / We tested the current version against our previous version. / The task took 40 seconds rather than 50 in this internal test. / That is a 20% reduction in the measured task time. / We have no competitor evidence for a market-wide ranking. / Let us build the message around the specific tested improvement. / Keep the task and conditions with the claim. / The complete revised advertisement still needs approval. / We can keep a confident tone without adding an unsupported superlative. / Would a reader infer a broader performance promise? / I would say reduced task time, not simply faster everywhere. / Independent validation is not part of the supplied evidence. / Please attach the exact tested build and test record. / The useful story is the improvement in this defined workflow. / This is proposed wording, not final clearance. / Can we agree the proposition before polishing the headline?
Vocabulary: positioning: How an offering is framed relative to audience needs and alternatives. / message hierarchy: The order of importance assigned to communication points. / headline: The main line introducing an advertisement or article. / supporting copy: Text developing or qualifying the main message. / proof point: Specific evidence supporting a proposition. / substantiation: Evidence that supports an objective advertising claim. / comparative claim: A statement comparing an offering with something else. / superlative: A strongest-ranking expression such as fastest or largest. / comparator: The product, group, or baseline used for comparison. / test conditions: The circumstances under which a test was conducted. / benchmark: A reference measure or defined test for comparison. / claim scope: The range of circumstances a claim purports to cover. / qualifier: Wording that limits or specifies a statement's meaning. / net impression: The overall message an audience takes from an advertisement. / brand voice: The relatively consistent verbal personality of a brand. / tone: The attitude expressed in a specific communication. / reason to believe: Support that makes a promised benefit credible. / differentiator: A relevant feature or benefit distinguishing an offering. / benefit statement: Wording describing a useful outcome for the audience. / feature claim: A statement about a product's capability or characteristic. / message architecture: An organized structure of core and supporting messages. / creative territory: A broad conceptual direction for creative work. / copy review: Assessment of wording and its implications before use. / approval status: The recorded state of an item's review and authorization.
Speaking task: Read the corrected claim review. State 50 seconds down to 40, ten seconds less and a 20% time reduction against the previous version. Switch roles. Keep the internal task test distinct from independent validation and competitor ranking; retain the need to review the full advertisement. Read the corrected transfer. Report 60 of 80 participants as 75% without converting design preference into market leadership.
Partner: Tessa: Brand lead / Arun: Product marketer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A packaging team tests one box design with 80 participants. Sixty choose it over the old design. No competing brands appear, and the sample is not established as representative.
Model for comparison AFTER my attempt, not a response to give me first: Tessa: I will ask for two tighter headline options around that proposition. Neither should suggest a universal benefit or comparison with the entire market.
Arun: And each necessary qualifier must stay visible where it matters. Otherwise the shorter version may communicate something different from the result we actually measured.
Tessa: I will ask for two new headlines and a complete mock-up. Keep the current version out of the release folder until the reviewer has seen it.
Arun: Exactly. I will mark its approval status as pending and keep the evidence attached. We should not release a fragment just because we agreed on the direction today.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Choose grammar that preserves the meaning
1. Use the lesson's language workshop, or one actual sentence from the dialogue, to explain a single grammar distinction in no more than 90 words. Show how it affects timing, certainty, responsibility or politeness.
2. Give one brief occupational exchange containing a gap and four complete options A-D. Supply enough context for exactly one answer. Keep distractors plausible; distinguish grammar errors from wording that changes the facts. Stop and wait.
3. Explain why each choice fits or fails, then ask me to read the completed exchange aloud. Do not request a draft, original written sentence or essay.
4. Repeat with three new exchanges, one at a time, moving from recognition to a more subtle meaning contrast. Do not copy the published checks. Label invented variations and do not turn uncertainty into a promise.
5. End with a short contrast table and two supported spoken turns using supplied frames. Accept accurate alternatives in oral practice; acknowledge and replace ambiguous multiple-choice items.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 02: Positioning, Messaging, Brand Voice, and Proof
Original fictional case: A draft headline calls a scheduling tool "the fastest tool on the market." The only evidence is an internal test in which the current version completed one defined calendar-import task in 40 seconds; the previous version took 50 seconds under the same stated conditions. No competitors were tested, and no independent validation has occurred. Brand lead Tessa and product marketer Arun must revise the headline and its supporting explanation before the reviewer can assess the complete advertisement.
Language workshop: A headline that outruns its evidence
Communication goal: Negotiate a compelling comparative message without extending the comparison beyond the test.
Language guidance: Time falls 20%: (50 - 40) / 50. The reciprocal task rate rises 25%: (50 / 40) - 1. State the measured quantity, task, comparator and conditions rather than using ambiguous faster wording. Neither calculation establishes a market ranking or every customer workflow.
Useful expressions (preserve the supplied facts): The line creates energy, but its comparison is broader than the test. / We tested the current version against our previous version. / The task took 40 seconds rather than 50 in this internal test. / That is a 20% reduction in the measured task time. / We have no competitor evidence for a market-wide ranking. / Let us build the message around the specific tested improvement. / Keep the task and conditions with the claim. / The complete revised advertisement still needs approval. / We can keep a confident tone without adding an unsupported superlative. / Would a reader infer a broader performance promise? / I would say reduced task time, not simply faster everywhere. / Independent validation is not part of the supplied evidence. / Please attach the exact tested build and test record. / The useful story is the improvement in this defined workflow. / This is proposed wording, not final clearance. / Can we agree the proposition before polishing the headline?
Vocabulary: positioning: How an offering is framed relative to audience needs and alternatives. / message hierarchy: The order of importance assigned to communication points. / headline: The main line introducing an advertisement or article. / supporting copy: Text developing or qualifying the main message. / proof point: Specific evidence supporting a proposition. / substantiation: Evidence that supports an objective advertising claim. / comparative claim: A statement comparing an offering with something else. / superlative: A strongest-ranking expression such as fastest or largest. / comparator: The product, group, or baseline used for comparison. / test conditions: The circumstances under which a test was conducted. / benchmark: A reference measure or defined test for comparison. / claim scope: The range of circumstances a claim purports to cover. / qualifier: Wording that limits or specifies a statement's meaning. / net impression: The overall message an audience takes from an advertisement. / brand voice: The relatively consistent verbal personality of a brand. / tone: The attitude expressed in a specific communication. / reason to believe: Support that makes a promised benefit credible. / differentiator: A relevant feature or benefit distinguishing an offering. / benefit statement: Wording describing a useful outcome for the audience. / feature claim: A statement about a product's capability or characteristic. / message architecture: An organized structure of core and supporting messages. / creative territory: A broad conceptual direction for creative work. / copy review: Assessment of wording and its implications before use. / approval status: The recorded state of an item's review and authorization.
Speaking task: Read the corrected claim review. State 50 seconds down to 40, ten seconds less and a 20% time reduction against the previous version. Switch roles. Keep the internal task test distinct from independent validation and competitor ranking; retain the need to review the full advertisement. Read the corrected transfer. Report 60 of 80 participants as 75% without converting design preference into market leadership.
Partner: Tessa: Brand lead / Arun: Product marketer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A packaging team tests one box design with 80 participants. Sixty choose it over the old design. No competing brands appear, and the sample is not established as representative.
Model for comparison AFTER my attempt, not a response to give me first: Tessa: I will ask for two tighter headline options around that proposition. Neither should suggest a universal benefit or comparison with the entire market.
Arun: And each necessary qualifier must stay visible where it matters. Otherwise the shorter version may communicate something different from the result we actually measured.
Tessa: I will ask for two new headlines and a complete mock-up. Keep the current version out of the release folder until the reviewer has seen it.
Arun: Exactly. I will mark its approval status as pending and keep the evidence attached. We should not release a fragment just because we agreed on the direction today.
END REFERENCE

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TASK: Interactive workplace role-play
1. Use the supplied case or dialogue as the starting situation. Give a two-sentence briefing and offer two relevant professional roles for me to choose from. For a supplied dialogue, use its actual roles. Ask which role I want, then stop and wait. Do not write my replies.
2. After I choose, identify who you will play and the immediate communication goal. Play the other professional; where a meeting requires a third person, label each of your speakers clearly. Start with one natural workplace turn and wait for my reply. Keep most turns to one to three sentences and ask no more than one question at a time.
3. Let the exchange develop across six to ten learner turns, or end earlier if I type "feedback". Respond to what I actually say. Include a plausible clarification, disagreement or tradeoff without silently changing the starting facts. Mark any added constraint as a fictional second-round variation. Do not resolve approvals, evidence or commitments that remain uncertain.
4. Stay in role during the exchange. If my meaning is unclear, ask for clarification naturally. Give a hint only if I ask or cannot proceed. Do not deliver a model conversation in advance.
5. At the debrief, quote two of my phrases: one successful choice and one worth improving. Check factual accuracy, language, register and whether the next step was clear. Give up to three focused suggestions. Ask me to retry the weakest turn; wait. Only then offer an alternative wording and a harder replay.
Use voice replies when available. If I prefer selections, offer four plausible spoken replies and explain my choice before continuing. Do not require written compositions.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 02: Positioning, Messaging, Brand Voice, and Proof
Original fictional case: A draft headline calls a scheduling tool "the fastest tool on the market." The only evidence is an internal test in which the current version completed one defined calendar-import task in 40 seconds; the previous version took 50 seconds under the same stated conditions. No competitors were tested, and no independent validation has occurred. Brand lead Tessa and product marketer Arun must revise the headline and its supporting explanation before the reviewer can assess the complete advertisement.
Language workshop: A headline that outruns its evidence
Communication goal: Negotiate a compelling comparative message without extending the comparison beyond the test.
Language guidance: Time falls 20%: (50 - 40) / 50. The reciprocal task rate rises 25%: (50 / 40) - 1. State the measured quantity, task, comparator and conditions rather than using ambiguous faster wording. Neither calculation establishes a market ranking or every customer workflow.
Useful expressions (preserve the supplied facts): The line creates energy, but its comparison is broader than the test. / We tested the current version against our previous version. / The task took 40 seconds rather than 50 in this internal test. / That is a 20% reduction in the measured task time. / We have no competitor evidence for a market-wide ranking. / Let us build the message around the specific tested improvement. / Keep the task and conditions with the claim. / The complete revised advertisement still needs approval. / We can keep a confident tone without adding an unsupported superlative. / Would a reader infer a broader performance promise? / I would say reduced task time, not simply faster everywhere. / Independent validation is not part of the supplied evidence. / Please attach the exact tested build and test record. / The useful story is the improvement in this defined workflow. / This is proposed wording, not final clearance. / Can we agree the proposition before polishing the headline?
Vocabulary: positioning: How an offering is framed relative to audience needs and alternatives. / message hierarchy: The order of importance assigned to communication points. / headline: The main line introducing an advertisement or article. / supporting copy: Text developing or qualifying the main message. / proof point: Specific evidence supporting a proposition. / substantiation: Evidence that supports an objective advertising claim. / comparative claim: A statement comparing an offering with something else. / superlative: A strongest-ranking expression such as fastest or largest. / comparator: The product, group, or baseline used for comparison. / test conditions: The circumstances under which a test was conducted. / benchmark: A reference measure or defined test for comparison. / claim scope: The range of circumstances a claim purports to cover. / qualifier: Wording that limits or specifies a statement's meaning. / net impression: The overall message an audience takes from an advertisement. / brand voice: The relatively consistent verbal personality of a brand. / tone: The attitude expressed in a specific communication. / reason to believe: Support that makes a promised benefit credible. / differentiator: A relevant feature or benefit distinguishing an offering. / benefit statement: Wording describing a useful outcome for the audience. / feature claim: A statement about a product's capability or characteristic. / message architecture: An organized structure of core and supporting messages. / creative territory: A broad conceptual direction for creative work. / copy review: Assessment of wording and its implications before use. / approval status: The recorded state of an item's review and authorization.
Speaking task: Read the corrected claim review. State 50 seconds down to 40, ten seconds less and a 20% time reduction against the previous version. Switch roles. Keep the internal task test distinct from independent validation and competitor ranking; retain the need to review the full advertisement. Read the corrected transfer. Report 60 of 80 participants as 75% without converting design preference into market leadership.
Partner: Tessa: Brand lead / Arun: Product marketer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A packaging team tests one box design with 80 participants. Sixty choose it over the old design. No competing brands appear, and the sample is not established as representative.
Model for comparison AFTER my attempt, not a response to give me first: Tessa: I will ask for two tighter headline options around that proposition. Neither should suggest a universal benefit or comparison with the entire market.
Arun: And each necessary qualifier must stay visible where it matters. Otherwise the shorter version may communicate something different from the result we actually measured.
Tessa: I will ask for two new headlines and a complete mock-up. Keep the current version out of the release folder until the reviewer has seen it.
Arun: Exactly. I will mark its approval status as pending and keep the evidence attached. We should not release a fragment just because we agreed on the direction today.
END REFERENCE

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TASK: Retrieve occupational vocabulary
1. Select four terms from the reference. Explain each in plain English, give two natural collocations and quote or create a short workplace example. Label invented examples. Contrast each term with a plausible confusable term; acknowledge regional variation.
2. Present one role-labelled exchange with one missing word or phrase and four choices A-D. Exactly one choice must fit the stated facts and grammar. Stop and wait for my answer before revealing it.
3. Explain all four options, then invite me to read the completed exchange aloud. Offer a sentence frame for optional spoken practice, never an open-ended writing assignment.
4. Repeat for the other three terms, one question at a time. Vary the correct letter and the situation; preserve the reference facts. If a choice is ambiguous, replace the item.
5. Finish with two new four-choice collocation questions for later review, with a clearly separate answer key. Do not claim to schedule a reminder.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 03: Campaign Briefs, GTM Planning, and Cross-Functional Alignment
Original fictional case: A campaign is targeted for Monday. The calendar lists email, paid social, and a landing page, but the audience, approved message, and success measure are missing from the shared brief. Designer Ben has prepared a layout with placeholder copy. Campaign manager Priya owns the brief; the product lead owns message approval, and the operations lead owns tracking checks. No paid placement is booked. Priya and Ben must agree the sequence and handoff conditions without presenting Monday as an unconditional release commitment.
Language workshop: A launch date without a launch-ready brief
Communication goal: Resolve ownership and release dependencies while separating a target date from authorization.
Language guidance: A target expresses an intended date; a commitment adds an agreed obligation. Ready for review differs from approved for release. List the conditions explicitly so that a shared calendar does not become mistaken evidence of completed approval.
Useful expressions (preserve the supplied facts): The calendar has channels and a date, but the brief is incomplete. / The layout is ready for discussion, not for publication. / I own the brief; the product lead owns message approval. / Final creative depends on the audience and approved message. / You can check dimensions now without finalizing the copy. / Please use the approved version linked from the shared brief. / Monday remains the target, subject to the release conditions. / We need message sign-off and tracking checks before go/no-go. / Which defined behavior will count as campaign success? / Let us record decisions in the shared brief. / A placeholder is not approved wording. / A late message change will affect layout and review time. / Route a new message through the change request. / Who receives the asset after the review is complete? / No placement has been booked, so do not report a confirmed reservation. / Brief first, then final creative, checks, and release authorization.
Vocabulary: go-to-market plan: A coordinated plan for bringing an offering to its intended market. / campaign brief: A shared statement of audience, objective, message, and delivery requirements. / deliverable: A specified output that a person or team must supply. / dependency: Something that must be available for another task to proceed. / critical path: The sequence of dependent tasks that determines earliest completion. / workback schedule: A timeline planned backward from a target date. / launch readiness: The state of meeting the conditions required for release. / go/no-go decision: A decision to proceed with or stop a planned release. / sign-off: Recorded approval by the relevant responsible person. / single source of truth: The agreed authoritative location for current information. / version control: Management of revisions so the current approved version is identifiable. / asset specification: Requirements such as format, dimensions, or file type for an asset. / creative brief: Direction for developing a specific creative response. / channel mix: The combination of communication channels selected. / media booking: A commitment reserving advertising inventory. / tracking plan: A description of events and identifiers used to measure behavior. / UTM parameter: A tagged URL field used to identify campaign traffic sources. / acceptance criterion: A defined condition a deliverable must meet. / handoff: Transfer of work with the context required for the next owner. / approver: The person authorized to accept a particular deliverable. / RACI matrix: A map of responsible, accountable, consulted, and informed roles. / scope creep: Expansion of work beyond the agreed scope without corresponding agreement. / change request: A proposed alteration to an agreed deliverable or plan. / contingency: An alternative action prepared for a possible disruption.
Speaking task: Read Priya and Ben's corrected handoff. Identify the brief owner, message approver and tracking owner before discussing Monday. Switch roles. Stress layout with placeholders, approved-message dependency and target date. Keep specifications work separate from publication readiness. Read the corrected transfer twice. Preserve the proposed offer change and the need to update all three assets consistently after approval.
Partner: Priya: Campaign manager / Ben: Designer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: An approved campaign has an email, landing page, and social post. A revised offer has been proposed but not approved. All three assets currently show the old offer.
Model for comparison AFTER my attempt, not a response to give me first: Priya: No paid placement is booked yet, so there's no confirmed reservation to cancel. I'll keep Monday marked as a target while these release conditions remain open.
Ben: Yes. The go/no-go decision follows the message approval and tracking checks. The calendar date itself can't stand in for those checks or authorize publication.
Priya: I'll update the brief today and seek the message decision. Please send the review time you need, and keep the current placeholder version clearly marked.
Ben: I will. The final handoff will include the approved asset and its release context once those inputs are complete; today's layout is still preparation.
END REFERENCE

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TASK: Choose grammar that preserves the meaning
1. Use the lesson's language workshop, or one actual sentence from the dialogue, to explain a single grammar distinction in no more than 90 words. Show how it affects timing, certainty, responsibility or politeness.
2. Give one brief occupational exchange containing a gap and four complete options A-D. Supply enough context for exactly one answer. Keep distractors plausible; distinguish grammar errors from wording that changes the facts. Stop and wait.
3. Explain why each choice fits or fails, then ask me to read the completed exchange aloud. Do not request a draft, original written sentence or essay.
4. Repeat with three new exchanges, one at a time, moving from recognition to a more subtle meaning contrast. Do not copy the published checks. Label invented variations and do not turn uncertainty into a promise.
5. End with a short contrast table and two supported spoken turns using supplied frames. Accept accurate alternatives in oral practice; acknowledge and replace ambiguous multiple-choice items.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 03: Campaign Briefs, GTM Planning, and Cross-Functional Alignment
Original fictional case: A campaign is targeted for Monday. The calendar lists email, paid social, and a landing page, but the audience, approved message, and success measure are missing from the shared brief. Designer Ben has prepared a layout with placeholder copy. Campaign manager Priya owns the brief; the product lead owns message approval, and the operations lead owns tracking checks. No paid placement is booked. Priya and Ben must agree the sequence and handoff conditions without presenting Monday as an unconditional release commitment.
Language workshop: A launch date without a launch-ready brief
Communication goal: Resolve ownership and release dependencies while separating a target date from authorization.
Language guidance: A target expresses an intended date; a commitment adds an agreed obligation. Ready for review differs from approved for release. List the conditions explicitly so that a shared calendar does not become mistaken evidence of completed approval.
Useful expressions (preserve the supplied facts): The calendar has channels and a date, but the brief is incomplete. / The layout is ready for discussion, not for publication. / I own the brief; the product lead owns message approval. / Final creative depends on the audience and approved message. / You can check dimensions now without finalizing the copy. / Please use the approved version linked from the shared brief. / Monday remains the target, subject to the release conditions. / We need message sign-off and tracking checks before go/no-go. / Which defined behavior will count as campaign success? / Let us record decisions in the shared brief. / A placeholder is not approved wording. / A late message change will affect layout and review time. / Route a new message through the change request. / Who receives the asset after the review is complete? / No placement has been booked, so do not report a confirmed reservation. / Brief first, then final creative, checks, and release authorization.
Vocabulary: go-to-market plan: A coordinated plan for bringing an offering to its intended market. / campaign brief: A shared statement of audience, objective, message, and delivery requirements. / deliverable: A specified output that a person or team must supply. / dependency: Something that must be available for another task to proceed. / critical path: The sequence of dependent tasks that determines earliest completion. / workback schedule: A timeline planned backward from a target date. / launch readiness: The state of meeting the conditions required for release. / go/no-go decision: A decision to proceed with or stop a planned release. / sign-off: Recorded approval by the relevant responsible person. / single source of truth: The agreed authoritative location for current information. / version control: Management of revisions so the current approved version is identifiable. / asset specification: Requirements such as format, dimensions, or file type for an asset. / creative brief: Direction for developing a specific creative response. / channel mix: The combination of communication channels selected. / media booking: A commitment reserving advertising inventory. / tracking plan: A description of events and identifiers used to measure behavior. / UTM parameter: A tagged URL field used to identify campaign traffic sources. / acceptance criterion: A defined condition a deliverable must meet. / handoff: Transfer of work with the context required for the next owner. / approver: The person authorized to accept a particular deliverable. / RACI matrix: A map of responsible, accountable, consulted, and informed roles. / scope creep: Expansion of work beyond the agreed scope without corresponding agreement. / change request: A proposed alteration to an agreed deliverable or plan. / contingency: An alternative action prepared for a possible disruption.
Speaking task: Read Priya and Ben's corrected handoff. Identify the brief owner, message approver and tracking owner before discussing Monday. Switch roles. Stress layout with placeholders, approved-message dependency and target date. Keep specifications work separate from publication readiness. Read the corrected transfer twice. Preserve the proposed offer change and the need to update all three assets consistently after approval.
Partner: Priya: Campaign manager / Ben: Designer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: An approved campaign has an email, landing page, and social post. A revised offer has been proposed but not approved. All three assets currently show the old offer.
Model for comparison AFTER my attempt, not a response to give me first: Priya: No paid placement is booked yet, so there's no confirmed reservation to cancel. I'll keep Monday marked as a target while these release conditions remain open.
Ben: Yes. The go/no-go decision follows the message approval and tracking checks. The calendar date itself can't stand in for those checks or authorize publication.
Priya: I'll update the brief today and seek the message decision. Please send the review time you need, and keep the current placeholder version clearly marked.
Ben: I will. The final handoff will include the approved asset and its release context once those inputs are complete; today's layout is still preparation.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Interactive workplace role-play
1. Use the supplied case or dialogue as the starting situation. Give a two-sentence briefing and offer two relevant professional roles for me to choose from. For a supplied dialogue, use its actual roles. Ask which role I want, then stop and wait. Do not write my replies.
2. After I choose, identify who you will play and the immediate communication goal. Play the other professional; where a meeting requires a third person, label each of your speakers clearly. Start with one natural workplace turn and wait for my reply. Keep most turns to one to three sentences and ask no more than one question at a time.
3. Let the exchange develop across six to ten learner turns, or end earlier if I type "feedback". Respond to what I actually say. Include a plausible clarification, disagreement or tradeoff without silently changing the starting facts. Mark any added constraint as a fictional second-round variation. Do not resolve approvals, evidence or commitments that remain uncertain.
4. Stay in role during the exchange. If my meaning is unclear, ask for clarification naturally. Give a hint only if I ask or cannot proceed. Do not deliver a model conversation in advance.
5. At the debrief, quote two of my phrases: one successful choice and one worth improving. Check factual accuracy, language, register and whether the next step was clear. Give up to three focused suggestions. Ask me to retry the weakest turn; wait. Only then offer an alternative wording and a harder replay.
Use voice replies when available. If I prefer selections, offer four plausible spoken replies and explain my choice before continuing. Do not require written compositions.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 03: Campaign Briefs, GTM Planning, and Cross-Functional Alignment
Original fictional case: A campaign is targeted for Monday. The calendar lists email, paid social, and a landing page, but the audience, approved message, and success measure are missing from the shared brief. Designer Ben has prepared a layout with placeholder copy. Campaign manager Priya owns the brief; the product lead owns message approval, and the operations lead owns tracking checks. No paid placement is booked. Priya and Ben must agree the sequence and handoff conditions without presenting Monday as an unconditional release commitment.
Language workshop: A launch date without a launch-ready brief
Communication goal: Resolve ownership and release dependencies while separating a target date from authorization.
Language guidance: A target expresses an intended date; a commitment adds an agreed obligation. Ready for review differs from approved for release. List the conditions explicitly so that a shared calendar does not become mistaken evidence of completed approval.
Useful expressions (preserve the supplied facts): The calendar has channels and a date, but the brief is incomplete. / The layout is ready for discussion, not for publication. / I own the brief; the product lead owns message approval. / Final creative depends on the audience and approved message. / You can check dimensions now without finalizing the copy. / Please use the approved version linked from the shared brief. / Monday remains the target, subject to the release conditions. / We need message sign-off and tracking checks before go/no-go. / Which defined behavior will count as campaign success? / Let us record decisions in the shared brief. / A placeholder is not approved wording. / A late message change will affect layout and review time. / Route a new message through the change request. / Who receives the asset after the review is complete? / No placement has been booked, so do not report a confirmed reservation. / Brief first, then final creative, checks, and release authorization.
Vocabulary: go-to-market plan: A coordinated plan for bringing an offering to its intended market. / campaign brief: A shared statement of audience, objective, message, and delivery requirements. / deliverable: A specified output that a person or team must supply. / dependency: Something that must be available for another task to proceed. / critical path: The sequence of dependent tasks that determines earliest completion. / workback schedule: A timeline planned backward from a target date. / launch readiness: The state of meeting the conditions required for release. / go/no-go decision: A decision to proceed with or stop a planned release. / sign-off: Recorded approval by the relevant responsible person. / single source of truth: The agreed authoritative location for current information. / version control: Management of revisions so the current approved version is identifiable. / asset specification: Requirements such as format, dimensions, or file type for an asset. / creative brief: Direction for developing a specific creative response. / channel mix: The combination of communication channels selected. / media booking: A commitment reserving advertising inventory. / tracking plan: A description of events and identifiers used to measure behavior. / UTM parameter: A tagged URL field used to identify campaign traffic sources. / acceptance criterion: A defined condition a deliverable must meet. / handoff: Transfer of work with the context required for the next owner. / approver: The person authorized to accept a particular deliverable. / RACI matrix: A map of responsible, accountable, consulted, and informed roles. / scope creep: Expansion of work beyond the agreed scope without corresponding agreement. / change request: A proposed alteration to an agreed deliverable or plan. / contingency: An alternative action prepared for a possible disruption.
Speaking task: Read Priya and Ben's corrected handoff. Identify the brief owner, message approver and tracking owner before discussing Monday. Switch roles. Stress layout with placeholders, approved-message dependency and target date. Keep specifications work separate from publication readiness. Read the corrected transfer twice. Preserve the proposed offer change and the need to update all three assets consistently after approval.
Partner: Priya: Campaign manager / Ben: Designer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: An approved campaign has an email, landing page, and social post. A revised offer has been proposed but not approved. All three assets currently show the old offer.
Model for comparison AFTER my attempt, not a response to give me first: Priya: No paid placement is booked yet, so there's no confirmed reservation to cancel. I'll keep Monday marked as a target while these release conditions remain open.
Ben: Yes. The go/no-go decision follows the message approval and tracking checks. The calendar date itself can't stand in for those checks or authorize publication.
Priya: I'll update the brief today and seek the message decision. Please send the review time you need, and keep the current placeholder version clearly marked.
Ben: I will. The final handoff will include the approved asset and its release context once those inputs are complete; today's layout is still preparation.
END REFERENCE

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TASK: Retrieve occupational vocabulary
1. Select four terms from the reference. Explain each in plain English, give two natural collocations and quote or create a short workplace example. Label invented examples. Contrast each term with a plausible confusable term; acknowledge regional variation.
2. Present one role-labelled exchange with one missing word or phrase and four choices A-D. Exactly one choice must fit the stated facts and grammar. Stop and wait for my answer before revealing it.
3. Explain all four options, then invite me to read the completed exchange aloud. Offer a sentence frame for optional spoken practice, never an open-ended writing assignment.
4. Repeat for the other three terms, one question at a time. Vary the correct letter and the situation; preserve the reference facts. If a choice is ambiguous, replace the item.
5. Finish with two new four-choice collocation questions for later review, with a clearly separate answer key. Do not claim to schedule a reminder.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 04: Content, SEO, Thought Leadership, and Editorial Judgment
Original fictional case: An article targets the query "how to create a meeting agenda." Its title promises a practical guide, but the body announces a scheduling product and lists features. The content brief requires a usable agenda example and a sequence readers can follow without buying anything. Neither is in the draft. Editor Sofia and writer Ellis must restructure the article, retain only relevant product references, and check the example before publication. No ranking improvement or numerical traffic increase has been established.
Language workshop: The how-to article that never gives instructions
Communication goal: Give precise editorial feedback when a search-led article fails to deliver its stated promise.
Language guidance: Search volume describes estimated demand for a query, not whether a draft satisfies it. A how-to title makes a content promise. An announcement can be useful elsewhere while still being the wrong response to a reader seeking practical instructions.
Useful expressions (preserve the supplied facts): The searcher wants to create an agenda, not read a launch announcement. / The title promises a guide, but the required example is missing. / The feature summary may belong in the product announcement. / Start with the steps, then show a completed agenda. / Can the reader use this guidance without buying the product? / Keep product references only where they help the stated task. / We can improve the article's fit without promising a ranking increase. / We will check the example and title against the revised body. / Add the decision, owner, and time allocation to the agenda example. / This piece teaches a process rather than announcing availability. / Use descriptive link text that matches the destination. / Being accessible to a crawler is not the same as ranking well. / Does each main section help deliver what the title offers? / Do not invent usage results to make the guide sound authoritative. / The first paragraph should address the reader's immediate task. / Return the revised outline before polishing the final copy.
Vocabulary: search intent: The task or purpose behind a search query. / query: The words a person enters into a search system. / informational intent: A search purpose focused on learning or solving a problem. / commercial intent: A search purpose involving evaluation of possible purchases. / keyword research: Investigation of search terms and the needs they represent. / search volume: An estimate of how often a term is searched in a defined period. / SERP: Search engine results page, showing results for a query. / content brief: Direction specifying an article's audience, purpose, scope, and requirements. / editorial angle: The specific perspective or approach of a piece. / outline: An ordered plan of a piece's sections. / lead paragraph: The opening paragraph that establishes the piece's direction. / subheading: A heading within a larger piece that organizes its sections. / worked example: A completed example demonstrating how something is done. / content gap: Missing material needed to meet the audience's task. / internal link: A link connecting pages within the same site. / anchor text: The visible linked wording describing a destination. / metadata: Information describing or supporting a page outside its main body. / title tag: An HTML element specifying a page's title for systems and displays. / meta description: A page summary that a search engine may use in a snippet. / canonical URL: The preferred representative URL for duplicate or similar pages. / crawlability: The ability of a crawler to access page content. / indexability: Whether a page can be included in a search engine's index. / thought leadership: Content offering a supported, useful perspective on a field. / editorial review: Assessment of accuracy, usefulness, structure, and publication readiness.
Speaking task: Read the corrected editorial exchange. Keep the reader's agenda-building task beside the missing sequence and worked example. Switch roles. Read the request for task-relevant content, a checked example and a matching title without promising a search ranking. Read the corrected plan-comparison transfer twice. Retain both plans and their current documents; do not replace comparison with promotion of Plan A.
Partner: Sofia: Content editor / Ellis: Content writer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A page promises to compare two service plans. The draft describes only Plan A. The current plan documents are available; neither plan has been selected for the reader.
Model for comparison AFTER my attempt, not a response to give me first: Sofia: Technical colleagues will check access separately. We should not describe that check as proof that the content is useful or certain to rank.
Ellis: Agreed. crawlability answers whether a crawler can access the page. It is a different issue from whether our example gives the reader workable instructions.
Sofia: Send me the outline and one complete agenda example. I would rather review those now than polish another version that still misses the searcher's question.
Ellis: I will return those for editorial review. The finished piece should deliver the title's promise, while the announcement carries the broader feature story in its proper place.
END REFERENCE

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TASK: Choose grammar that preserves the meaning
1. Use the lesson's language workshop, or one actual sentence from the dialogue, to explain a single grammar distinction in no more than 90 words. Show how it affects timing, certainty, responsibility or politeness.
2. Give one brief occupational exchange containing a gap and four complete options A-D. Supply enough context for exactly one answer. Keep distractors plausible; distinguish grammar errors from wording that changes the facts. Stop and wait.
3. Explain why each choice fits or fails, then ask me to read the completed exchange aloud. Do not request a draft, original written sentence or essay.
4. Repeat with three new exchanges, one at a time, moving from recognition to a more subtle meaning contrast. Do not copy the published checks. Label invented variations and do not turn uncertainty into a promise.
5. End with a short contrast table and two supported spoken turns using supplied frames. Accept accurate alternatives in oral practice; acknowledge and replace ambiguous multiple-choice items.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 04: Content, SEO, Thought Leadership, and Editorial Judgment
Original fictional case: An article targets the query "how to create a meeting agenda." Its title promises a practical guide, but the body announces a scheduling product and lists features. The content brief requires a usable agenda example and a sequence readers can follow without buying anything. Neither is in the draft. Editor Sofia and writer Ellis must restructure the article, retain only relevant product references, and check the example before publication. No ranking improvement or numerical traffic increase has been established.
Language workshop: The how-to article that never gives instructions
Communication goal: Give precise editorial feedback when a search-led article fails to deliver its stated promise.
Language guidance: Search volume describes estimated demand for a query, not whether a draft satisfies it. A how-to title makes a content promise. An announcement can be useful elsewhere while still being the wrong response to a reader seeking practical instructions.
Useful expressions (preserve the supplied facts): The searcher wants to create an agenda, not read a launch announcement. / The title promises a guide, but the required example is missing. / The feature summary may belong in the product announcement. / Start with the steps, then show a completed agenda. / Can the reader use this guidance without buying the product? / Keep product references only where they help the stated task. / We can improve the article's fit without promising a ranking increase. / We will check the example and title against the revised body. / Add the decision, owner, and time allocation to the agenda example. / This piece teaches a process rather than announcing availability. / Use descriptive link text that matches the destination. / Being accessible to a crawler is not the same as ranking well. / Does each main section help deliver what the title offers? / Do not invent usage results to make the guide sound authoritative. / The first paragraph should address the reader's immediate task. / Return the revised outline before polishing the final copy.
Vocabulary: search intent: The task or purpose behind a search query. / query: The words a person enters into a search system. / informational intent: A search purpose focused on learning or solving a problem. / commercial intent: A search purpose involving evaluation of possible purchases. / keyword research: Investigation of search terms and the needs they represent. / search volume: An estimate of how often a term is searched in a defined period. / SERP: Search engine results page, showing results for a query. / content brief: Direction specifying an article's audience, purpose, scope, and requirements. / editorial angle: The specific perspective or approach of a piece. / outline: An ordered plan of a piece's sections. / lead paragraph: The opening paragraph that establishes the piece's direction. / subheading: A heading within a larger piece that organizes its sections. / worked example: A completed example demonstrating how something is done. / content gap: Missing material needed to meet the audience's task. / internal link: A link connecting pages within the same site. / anchor text: The visible linked wording describing a destination. / metadata: Information describing or supporting a page outside its main body. / title tag: An HTML element specifying a page's title for systems and displays. / meta description: A page summary that a search engine may use in a snippet. / canonical URL: The preferred representative URL for duplicate or similar pages. / crawlability: The ability of a crawler to access page content. / indexability: Whether a page can be included in a search engine's index. / thought leadership: Content offering a supported, useful perspective on a field. / editorial review: Assessment of accuracy, usefulness, structure, and publication readiness.
Speaking task: Read the corrected editorial exchange. Keep the reader's agenda-building task beside the missing sequence and worked example. Switch roles. Read the request for task-relevant content, a checked example and a matching title without promising a search ranking. Read the corrected plan-comparison transfer twice. Retain both plans and their current documents; do not replace comparison with promotion of Plan A.
Partner: Sofia: Content editor / Ellis: Content writer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A page promises to compare two service plans. The draft describes only Plan A. The current plan documents are available; neither plan has been selected for the reader.
Model for comparison AFTER my attempt, not a response to give me first: Sofia: Technical colleagues will check access separately. We should not describe that check as proof that the content is useful or certain to rank.
Ellis: Agreed. crawlability answers whether a crawler can access the page. It is a different issue from whether our example gives the reader workable instructions.
Sofia: Send me the outline and one complete agenda example. I would rather review those now than polish another version that still misses the searcher's question.
Ellis: I will return those for editorial review. The finished piece should deliver the title's promise, while the announcement carries the broader feature story in its proper place.
END REFERENCE

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TASK: Interactive workplace role-play
1. Use the supplied case or dialogue as the starting situation. Give a two-sentence briefing and offer two relevant professional roles for me to choose from. For a supplied dialogue, use its actual roles. Ask which role I want, then stop and wait. Do not write my replies.
2. After I choose, identify who you will play and the immediate communication goal. Play the other professional; where a meeting requires a third person, label each of your speakers clearly. Start with one natural workplace turn and wait for my reply. Keep most turns to one to three sentences and ask no more than one question at a time.
3. Let the exchange develop across six to ten learner turns, or end earlier if I type "feedback". Respond to what I actually say. Include a plausible clarification, disagreement or tradeoff without silently changing the starting facts. Mark any added constraint as a fictional second-round variation. Do not resolve approvals, evidence or commitments that remain uncertain.
4. Stay in role during the exchange. If my meaning is unclear, ask for clarification naturally. Give a hint only if I ask or cannot proceed. Do not deliver a model conversation in advance.
5. At the debrief, quote two of my phrases: one successful choice and one worth improving. Check factual accuracy, language, register and whether the next step was clear. Give up to three focused suggestions. Ask me to retry the weakest turn; wait. Only then offer an alternative wording and a harder replay.
Use voice replies when available. If I prefer selections, offer four plausible spoken replies and explain my choice before continuing. Do not require written compositions.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 04: Content, SEO, Thought Leadership, and Editorial Judgment
Original fictional case: An article targets the query "how to create a meeting agenda." Its title promises a practical guide, but the body announces a scheduling product and lists features. The content brief requires a usable agenda example and a sequence readers can follow without buying anything. Neither is in the draft. Editor Sofia and writer Ellis must restructure the article, retain only relevant product references, and check the example before publication. No ranking improvement or numerical traffic increase has been established.
Language workshop: The how-to article that never gives instructions
Communication goal: Give precise editorial feedback when a search-led article fails to deliver its stated promise.
Language guidance: Search volume describes estimated demand for a query, not whether a draft satisfies it. A how-to title makes a content promise. An announcement can be useful elsewhere while still being the wrong response to a reader seeking practical instructions.
Useful expressions (preserve the supplied facts): The searcher wants to create an agenda, not read a launch announcement. / The title promises a guide, but the required example is missing. / The feature summary may belong in the product announcement. / Start with the steps, then show a completed agenda. / Can the reader use this guidance without buying the product? / Keep product references only where they help the stated task. / We can improve the article's fit without promising a ranking increase. / We will check the example and title against the revised body. / Add the decision, owner, and time allocation to the agenda example. / This piece teaches a process rather than announcing availability. / Use descriptive link text that matches the destination. / Being accessible to a crawler is not the same as ranking well. / Does each main section help deliver what the title offers? / Do not invent usage results to make the guide sound authoritative. / The first paragraph should address the reader's immediate task. / Return the revised outline before polishing the final copy.
Vocabulary: search intent: The task or purpose behind a search query. / query: The words a person enters into a search system. / informational intent: A search purpose focused on learning or solving a problem. / commercial intent: A search purpose involving evaluation of possible purchases. / keyword research: Investigation of search terms and the needs they represent. / search volume: An estimate of how often a term is searched in a defined period. / SERP: Search engine results page, showing results for a query. / content brief: Direction specifying an article's audience, purpose, scope, and requirements. / editorial angle: The specific perspective or approach of a piece. / outline: An ordered plan of a piece's sections. / lead paragraph: The opening paragraph that establishes the piece's direction. / subheading: A heading within a larger piece that organizes its sections. / worked example: A completed example demonstrating how something is done. / content gap: Missing material needed to meet the audience's task. / internal link: A link connecting pages within the same site. / anchor text: The visible linked wording describing a destination. / metadata: Information describing or supporting a page outside its main body. / title tag: An HTML element specifying a page's title for systems and displays. / meta description: A page summary that a search engine may use in a snippet. / canonical URL: The preferred representative URL for duplicate or similar pages. / crawlability: The ability of a crawler to access page content. / indexability: Whether a page can be included in a search engine's index. / thought leadership: Content offering a supported, useful perspective on a field. / editorial review: Assessment of accuracy, usefulness, structure, and publication readiness.
Speaking task: Read the corrected editorial exchange. Keep the reader's agenda-building task beside the missing sequence and worked example. Switch roles. Read the request for task-relevant content, a checked example and a matching title without promising a search ranking. Read the corrected plan-comparison transfer twice. Retain both plans and their current documents; do not replace comparison with promotion of Plan A.
Partner: Sofia: Content editor / Ellis: Content writer
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A page promises to compare two service plans. The draft describes only Plan A. The current plan documents are available; neither plan has been selected for the reader.
Model for comparison AFTER my attempt, not a response to give me first: Sofia: Technical colleagues will check access separately. We should not describe that check as proof that the content is useful or certain to rank.
Ellis: Agreed. crawlability answers whether a crawler can access the page. It is a different issue from whether our example gives the reader workable instructions.
Sofia: Send me the outline and one complete agenda example. I would rather review those now than polish another version that still misses the searcher's question.
Ellis: I will return those for editorial review. The finished piece should deliver the title's promise, while the announcement carries the broader feature story in its proper place.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Retrieve occupational vocabulary
1. Select four terms from the reference. Explain each in plain English, give two natural collocations and quote or create a short workplace example. Label invented examples. Contrast each term with a plausible confusable term; acknowledge regional variation.
2. Present one role-labelled exchange with one missing word or phrase and four choices A-D. Exactly one choice must fit the stated facts and grammar. Stop and wait for my answer before revealing it.
3. Explain all four options, then invite me to read the completed exchange aloud. Offer a sentence frame for optional spoken practice, never an open-ended writing assignment.
4. Repeat for the other three terms, one question at a time. Vary the correct letter and the situation; preserve the reference facts. If a choice is ambiguous, replace the item.
5. Finish with two new four-choice collocation questions for later review, with a clearly separate answer key. Do not claim to schedule a reminder.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 05: Paid Media, Performance Marketing, and Attribution
Original fictional case: A paid campaign reports 80 attributed orders in week one and 120 in week two, with $2,400 media spend in each week. The campaign creative changed at the start of week two, and a 20% storewide discount began that same day. The attribution model and reporting window were unchanged, but there was no control group. Analyst Darius and growth lead Mae review a slide claiming the creative caused 40 additional orders. Revenue, margin, and total acquisition costs have not been supplied.
Language workshop: The campaign and the discount changed together
Communication goal: Explain reported performance while resisting an unsupported claim of incremental impact.
Language guidance: Orders attributed to a channel are not automatically orders caused by that channel. Here, media spend per attributed order fell from $30 to $20. That arithmetic is supported; a claim that the creative generated all 40 extra orders is not.
Useful expressions (preserve the supplied facts): Attributed orders rose from 80 to 120 at the same media spend. / Media cost per attributed order fell from $30 to $20. / The storewide discount began when the creative changed. / This comparison does not isolate the effect of the creative. / The reported improvement is real in the stated reporting data. / The platform assigns credit under its model and window. / We need an appropriate comparison to estimate incremental impact. / Report the increase without assigning all of it to the creative. / We do not have the revenue or margin data for that conclusion. / Use the same reporting window before comparing the figures. / Some conversions may be recorded after the first report. / Confirm whether overlapping sources count the same order. / Media cost per order is not automatically total acquisition cost. / Are these orders, customers, or another conversion action? / The promotion is a material part of the comparison. / The creative may have contributed; its separate effect remains unmeasured.
Vocabulary: impression: A recorded display of advertising under a platform's definition. / reach: The distinct audience estimated to have been exposed. / frequency: Average exposures per reached person under a defined calculation. / click-through rate: Clicks divided by impressions on a stated basis. / cost per click: Advertising spend divided by recorded clicks. / cost per mille: Cost per thousand impressions. / cost per acquisition: Cost divided by defined acquisition actions within a stated scope. / return on ad spend: Attributed revenue divided by advertising spend under a stated method. / attribution model: Rules or methods assigning credit for a conversion to interactions. / attribution window: The time interval in which an interaction can receive conversion credit. / last-click attribution: A model assigning credit to the last eligible click. / view-through conversion: A conversion credited after an eligible ad view without a qualifying click. / incrementality: The additional outcome caused by an intervention relative to its absence. / holdout group: A group withheld from an intervention for comparison. / confounder: A factor that complicates attributing an observed relationship to one cause. / baseline: A defined starting or comparison level. / conversion lag: Delay between an interaction and a recorded conversion. / deduplication: Removing duplicate records so the same event is not counted repeatedly. / pixel: Tracking code or a small resource used to record events. / bid strategy: Rules governing how advertising bids are set. / budget pacing: Management of spending across the planned campaign period. / creative fatigue: Reduced response associated with repeated exposure to the same creative. / audience overlap: Shared people across two or more target groups. / blended acquisition cost: Acquisition cost calculated across a specified combined set of channels or costs.
Speaking task: Read the corrected campaign review. State 80 to 120 attributed orders and $30 to $20 media cost per order at unchanged spend. Switch roles. Keep the concurrent 20% discount visible; attribution credit is not an isolated creative effect, revenue or profit. Read the corrected transfer. Count one sales order across the overlapping dashboard claims without inventing either platform's incremental contribution.
Partner: Darius: Marketing analyst / Mae: Growth lead
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: Two advertising platforms each claim credit for the same single order. The sales system records one order. No experiment has isolated either platform's incremental effect.
Model for comparison AFTER my attempt, not a response to give me first: Mae: Have both weeks had the same time to collect late orders? I do not want to compare a mature week with a count that is still growing.
Darius: Yes, check the conversion lag and keep the reporting window explicit. We should also confirm duplicate-order handling before combining results from different sources.
Mae: Then the slide will say attributed orders rose fifty percent while creative and the discount changed together. Their separate effects remain unmeasured.
Darius: That preserves the improvement against the stated baseline. We can recommend a stronger measurement plan without turning a useful observation into a causal claim the evidence cannot support.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Choose grammar that preserves the meaning
1. Use the lesson's language workshop, or one actual sentence from the dialogue, to explain a single grammar distinction in no more than 90 words. Show how it affects timing, certainty, responsibility or politeness.
2. Give one brief occupational exchange containing a gap and four complete options A-D. Supply enough context for exactly one answer. Keep distractors plausible; distinguish grammar errors from wording that changes the facts. Stop and wait.
3. Explain why each choice fits or fails, then ask me to read the completed exchange aloud. Do not request a draft, original written sentence or essay.
4. Repeat with three new exchanges, one at a time, moving from recognition to a more subtle meaning contrast. Do not copy the published checks. Label invented variations and do not turn uncertainty into a promise.
5. End with a short contrast table and two supported spoken turns using supplied frames. Accept accurate alternatives in oral practice; acknowledge and replace ambiguous multiple-choice items.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 05: Paid Media, Performance Marketing, and Attribution
Original fictional case: A paid campaign reports 80 attributed orders in week one and 120 in week two, with $2,400 media spend in each week. The campaign creative changed at the start of week two, and a 20% storewide discount began that same day. The attribution model and reporting window were unchanged, but there was no control group. Analyst Darius and growth lead Mae review a slide claiming the creative caused 40 additional orders. Revenue, margin, and total acquisition costs have not been supplied.
Language workshop: The campaign and the discount changed together
Communication goal: Explain reported performance while resisting an unsupported claim of incremental impact.
Language guidance: Orders attributed to a channel are not automatically orders caused by that channel. Here, media spend per attributed order fell from $30 to $20. That arithmetic is supported; a claim that the creative generated all 40 extra orders is not.
Useful expressions (preserve the supplied facts): Attributed orders rose from 80 to 120 at the same media spend. / Media cost per attributed order fell from $30 to $20. / The storewide discount began when the creative changed. / This comparison does not isolate the effect of the creative. / The reported improvement is real in the stated reporting data. / The platform assigns credit under its model and window. / We need an appropriate comparison to estimate incremental impact. / Report the increase without assigning all of it to the creative. / We do not have the revenue or margin data for that conclusion. / Use the same reporting window before comparing the figures. / Some conversions may be recorded after the first report. / Confirm whether overlapping sources count the same order. / Media cost per order is not automatically total acquisition cost. / Are these orders, customers, or another conversion action? / The promotion is a material part of the comparison. / The creative may have contributed; its separate effect remains unmeasured.
Vocabulary: impression: A recorded display of advertising under a platform's definition. / reach: The distinct audience estimated to have been exposed. / frequency: Average exposures per reached person under a defined calculation. / click-through rate: Clicks divided by impressions on a stated basis. / cost per click: Advertising spend divided by recorded clicks. / cost per mille: Cost per thousand impressions. / cost per acquisition: Cost divided by defined acquisition actions within a stated scope. / return on ad spend: Attributed revenue divided by advertising spend under a stated method. / attribution model: Rules or methods assigning credit for a conversion to interactions. / attribution window: The time interval in which an interaction can receive conversion credit. / last-click attribution: A model assigning credit to the last eligible click. / view-through conversion: A conversion credited after an eligible ad view without a qualifying click. / incrementality: The additional outcome caused by an intervention relative to its absence. / holdout group: A group withheld from an intervention for comparison. / confounder: A factor that complicates attributing an observed relationship to one cause. / baseline: A defined starting or comparison level. / conversion lag: Delay between an interaction and a recorded conversion. / deduplication: Removing duplicate records so the same event is not counted repeatedly. / pixel: Tracking code or a small resource used to record events. / bid strategy: Rules governing how advertising bids are set. / budget pacing: Management of spending across the planned campaign period. / creative fatigue: Reduced response associated with repeated exposure to the same creative. / audience overlap: Shared people across two or more target groups. / blended acquisition cost: Acquisition cost calculated across a specified combined set of channels or costs.
Speaking task: Read the corrected campaign review. State 80 to 120 attributed orders and $30 to $20 media cost per order at unchanged spend. Switch roles. Keep the concurrent 20% discount visible; attribution credit is not an isolated creative effect, revenue or profit. Read the corrected transfer. Count one sales order across the overlapping dashboard claims without inventing either platform's incremental contribution.
Partner: Darius: Marketing analyst / Mae: Growth lead
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: Two advertising platforms each claim credit for the same single order. The sales system records one order. No experiment has isolated either platform's incremental effect.
Model for comparison AFTER my attempt, not a response to give me first: Mae: Have both weeks had the same time to collect late orders? I do not want to compare a mature week with a count that is still growing.
Darius: Yes, check the conversion lag and keep the reporting window explicit. We should also confirm duplicate-order handling before combining results from different sources.
Mae: Then the slide will say attributed orders rose fifty percent while creative and the discount changed together. Their separate effects remain unmeasured.
Darius: That preserves the improvement against the stated baseline. We can recommend a stronger measurement plan without turning a useful observation into a causal claim the evidence cannot support.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Interactive workplace role-play
1. Use the supplied case or dialogue as the starting situation. Give a two-sentence briefing and offer two relevant professional roles for me to choose from. For a supplied dialogue, use its actual roles. Ask which role I want, then stop and wait. Do not write my replies.
2. After I choose, identify who you will play and the immediate communication goal. Play the other professional; where a meeting requires a third person, label each of your speakers clearly. Start with one natural workplace turn and wait for my reply. Keep most turns to one to three sentences and ask no more than one question at a time.
3. Let the exchange develop across six to ten learner turns, or end earlier if I type "feedback". Respond to what I actually say. Include a plausible clarification, disagreement or tradeoff without silently changing the starting facts. Mark any added constraint as a fictional second-round variation. Do not resolve approvals, evidence or commitments that remain uncertain.
4. Stay in role during the exchange. If my meaning is unclear, ask for clarification naturally. Give a hint only if I ask or cannot proceed. Do not deliver a model conversation in advance.
5. At the debrief, quote two of my phrases: one successful choice and one worth improving. Check factual accuracy, language, register and whether the next step was clear. Give up to three focused suggestions. Ask me to retry the weakest turn; wait. Only then offer an alternative wording and a harder replay.
Use voice replies when available. If I prefer selections, offer four plausible spoken replies and explain my choice before continuing. Do not require written compositions.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 05: Paid Media, Performance Marketing, and Attribution
Original fictional case: A paid campaign reports 80 attributed orders in week one and 120 in week two, with $2,400 media spend in each week. The campaign creative changed at the start of week two, and a 20% storewide discount began that same day. The attribution model and reporting window were unchanged, but there was no control group. Analyst Darius and growth lead Mae review a slide claiming the creative caused 40 additional orders. Revenue, margin, and total acquisition costs have not been supplied.
Language workshop: The campaign and the discount changed together
Communication goal: Explain reported performance while resisting an unsupported claim of incremental impact.
Language guidance: Orders attributed to a channel are not automatically orders caused by that channel. Here, media spend per attributed order fell from $30 to $20. That arithmetic is supported; a claim that the creative generated all 40 extra orders is not.
Useful expressions (preserve the supplied facts): Attributed orders rose from 80 to 120 at the same media spend. / Media cost per attributed order fell from $30 to $20. / The storewide discount began when the creative changed. / This comparison does not isolate the effect of the creative. / The reported improvement is real in the stated reporting data. / The platform assigns credit under its model and window. / We need an appropriate comparison to estimate incremental impact. / Report the increase without assigning all of it to the creative. / We do not have the revenue or margin data for that conclusion. / Use the same reporting window before comparing the figures. / Some conversions may be recorded after the first report. / Confirm whether overlapping sources count the same order. / Media cost per order is not automatically total acquisition cost. / Are these orders, customers, or another conversion action? / The promotion is a material part of the comparison. / The creative may have contributed; its separate effect remains unmeasured.
Vocabulary: impression: A recorded display of advertising under a platform's definition. / reach: The distinct audience estimated to have been exposed. / frequency: Average exposures per reached person under a defined calculation. / click-through rate: Clicks divided by impressions on a stated basis. / cost per click: Advertising spend divided by recorded clicks. / cost per mille: Cost per thousand impressions. / cost per acquisition: Cost divided by defined acquisition actions within a stated scope. / return on ad spend: Attributed revenue divided by advertising spend under a stated method. / attribution model: Rules or methods assigning credit for a conversion to interactions. / attribution window: The time interval in which an interaction can receive conversion credit. / last-click attribution: A model assigning credit to the last eligible click. / view-through conversion: A conversion credited after an eligible ad view without a qualifying click. / incrementality: The additional outcome caused by an intervention relative to its absence. / holdout group: A group withheld from an intervention for comparison. / confounder: A factor that complicates attributing an observed relationship to one cause. / baseline: A defined starting or comparison level. / conversion lag: Delay between an interaction and a recorded conversion. / deduplication: Removing duplicate records so the same event is not counted repeatedly. / pixel: Tracking code or a small resource used to record events. / bid strategy: Rules governing how advertising bids are set. / budget pacing: Management of spending across the planned campaign period. / creative fatigue: Reduced response associated with repeated exposure to the same creative. / audience overlap: Shared people across two or more target groups. / blended acquisition cost: Acquisition cost calculated across a specified combined set of channels or costs.
Speaking task: Read the corrected campaign review. State 80 to 120 attributed orders and $30 to $20 media cost per order at unchanged spend. Switch roles. Keep the concurrent 20% discount visible; attribution credit is not an isolated creative effect, revenue or profit. Read the corrected transfer. Count one sales order across the overlapping dashboard claims without inventing either platform's incremental contribution.
Partner: Darius: Marketing analyst / Mae: Growth lead
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: Two advertising platforms each claim credit for the same single order. The sales system records one order. No experiment has isolated either platform's incremental effect.
Model for comparison AFTER my attempt, not a response to give me first: Mae: Have both weeks had the same time to collect late orders? I do not want to compare a mature week with a count that is still growing.
Darius: Yes, check the conversion lag and keep the reporting window explicit. We should also confirm duplicate-order handling before combining results from different sources.
Mae: Then the slide will say attributed orders rose fifty percent while creative and the discount changed together. Their separate effects remain unmeasured.
Darius: That preserves the improvement against the stated baseline. We can recommend a stronger measurement plan without turning a useful observation into a causal claim the evidence cannot support.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Retrieve occupational vocabulary
1. Select four terms from the reference. Explain each in plain English, give two natural collocations and quote or create a short workplace example. Label invented examples. Contrast each term with a plausible confusable term; acknowledge regional variation.
2. Present one role-labelled exchange with one missing word or phrase and four choices A-D. Exactly one choice must fit the stated facts and grammar. Stop and wait for my answer before revealing it.
3. Explain all four options, then invite me to read the completed exchange aloud. Offer a sentence frame for optional spoken practice, never an open-ended writing assignment.
4. Repeat for the other three terms, one question at a time. Vary the correct letter and the situation; preserve the reference facts. If a choice is ambiguous, replace the item.
5. Finish with two new four-choice collocation questions for later review, with a clearly separate answer key. Do not claim to schedule a reminder.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 06: Lifecycle, CRM, Email, Marketing Ops, and Sales Handoff
Original fictional case: A campaign export contains 100 contacts: 20 submitted a demonstration request, 60 downloaded a guide, and 20 have no recorded source. Contact permissions and suppression status have not been checked. The company's stated handoff procedure requires a verified source, a documented sales request, completed permission checks, and a named owner before a record is routed as sales-ready. Marketing-operations specialist Jules and sales-development lead Nico must correct an email calling all 100 contacts ready for sales outreach.
Language workshop: A hundred contacts are not a hundred sales requests
Communication goal: Clarify lifecycle status and routing rules without turning activity records into invented buying intent.
Language guidance: A downloaded guide is a recorded action, not a stated request for a sales conversation. Qualification labels are organization-specific. This case supplies its own handoff conditions; do not replace them with an assumed universal meaning of MQL or SQL.
Useful expressions (preserve the supplied facts): Twenty contacts requested demonstrations; the other records have different statuses. / A guide download is not a documented sales request. / Permissions and suppression status remain unverified. / Use the stated handoff criteria before marking a record sales-ready. / Keep the original event and source history in the CRM. / Each eligible handoff needs a named receiving owner. / Unknown source should remain unknown until verified. / Route the verified requests through the agreed process. / What conditions does qualified represent in this workflow? / A demonstration request does not erase a separate suppression check. / Do not describe the entire export as a single audience. / Does the permission record cover this channel and purpose? / Please attach the source event and current status. / Use a specific recycle reason rather than simply rejecting the lead. / Do not overwrite the original source to make the export look complete. / Count records that meet the criteria, not every row in the file.
Vocabulary: CRM: Customer relationship management system or practice for relationship records. / lifecycle stage: A defined position in a contact's relationship with the organization. / lead: A potential customer record whose qualification depends on agreed criteria. / marketing-qualified lead: A lead meeting the organization's stated marketing qualification criteria. / sales-qualified lead: A lead meeting the organization's stated sales qualification criteria. / lead scoring: Applying defined values to attributes or behavior to prioritize leads. / fit score: A score representing alignment with the target customer profile. / intent signal: Behavior suggesting interest without necessarily proving a buying decision. / lead source: The recorded origin of a contact or lead. / source provenance: The traceable history of how data was obtained. / consent record: A record of permission with relevant scope and context. / suppression list: Records excluded from specified communication activity. / unsubscribe: A request or action to stop a type of communication. / preference center: A place where recipients manage communication choices. / double opt-in: A process confirming a subscription through a second action. / deliverability: The ability of messages to reach their intended inbox destination. / hard bounce: A delivery failure generally indicating a persistent address problem. / soft bounce: A delivery failure often associated with a temporary condition. / nurture sequence: A planned series of communications supporting a relationship over time. / triggered email: A message initiated by a defined event or condition. / segmentation rule: A criterion used to assign records to an audience group. / routing rule: A condition determining which owner receives a record or task. / service-level agreement: An agreement defining service responsibilities and response expectations. / recycle reason: A recorded explanation for returning a lead to an earlier process stage.
Speaking task: Read the corrected contact handoff. Separate 20 demonstration requests, 60 guide downloads and 20 unknown-source records. Switch roles. Preserve source verification, permission and suppression checks, documented request and receiving owner as distinct conditions under this company's procedure. Read the corrected transfer twice. Keep the existing suppression record when the later export supplies no changed preference.
Partner: Jules: Marketing-operations specialist / Nico: Sales-development lead
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A contact is on the company's current suppression list for promotional email. A later event export includes the same address but supplies no new preference information. The team has not reviewed the conflict.
Model for comparison AFTER my attempt, not a response to give me first: Nico: Suppose sales returns a record because the requested topic is outside our service. A generic rejection makes it hard to improve the next campaign.
Jules: Use a specific recycle reason. That distinguishes a scope mismatch from missing information or an unanswered request without blaming the contact or changing the original event.
Nico: I will correct the hundred-sales-ready claim now. Send me the status of the twenty demo requests and keep the downloaders and unknown sources separate.
Jules: I will keep the source provenance intact and investigate the unknown sources. We will count completed eligible handoffs, not relabel all one hundred rows to meet the campaign headline.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Choose grammar that preserves the meaning
1. Use the lesson's language workshop, or one actual sentence from the dialogue, to explain a single grammar distinction in no more than 90 words. Show how it affects timing, certainty, responsibility or politeness.
2. Give one brief occupational exchange containing a gap and four complete options A-D. Supply enough context for exactly one answer. Keep distractors plausible; distinguish grammar errors from wording that changes the facts. Stop and wait.
3. Explain why each choice fits or fails, then ask me to read the completed exchange aloud. Do not request a draft, original written sentence or essay.
4. Repeat with three new exchanges, one at a time, moving from recognition to a more subtle meaning contrast. Do not copy the published checks. Label invented variations and do not turn uncertainty into a promise.
5. End with a short contrast table and two supported spoken turns using supplied frames. Accept accurate alternatives in oral practice; acknowledge and replace ambiguous multiple-choice items.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 06: Lifecycle, CRM, Email, Marketing Ops, and Sales Handoff
Original fictional case: A campaign export contains 100 contacts: 20 submitted a demonstration request, 60 downloaded a guide, and 20 have no recorded source. Contact permissions and suppression status have not been checked. The company's stated handoff procedure requires a verified source, a documented sales request, completed permission checks, and a named owner before a record is routed as sales-ready. Marketing-operations specialist Jules and sales-development lead Nico must correct an email calling all 100 contacts ready for sales outreach.
Language workshop: A hundred contacts are not a hundred sales requests
Communication goal: Clarify lifecycle status and routing rules without turning activity records into invented buying intent.
Language guidance: A downloaded guide is a recorded action, not a stated request for a sales conversation. Qualification labels are organization-specific. This case supplies its own handoff conditions; do not replace them with an assumed universal meaning of MQL or SQL.
Useful expressions (preserve the supplied facts): Twenty contacts requested demonstrations; the other records have different statuses. / A guide download is not a documented sales request. / Permissions and suppression status remain unverified. / Use the stated handoff criteria before marking a record sales-ready. / Keep the original event and source history in the CRM. / Each eligible handoff needs a named receiving owner. / Unknown source should remain unknown until verified. / Route the verified requests through the agreed process. / What conditions does qualified represent in this workflow? / A demonstration request does not erase a separate suppression check. / Do not describe the entire export as a single audience. / Does the permission record cover this channel and purpose? / Please attach the source event and current status. / Use a specific recycle reason rather than simply rejecting the lead. / Do not overwrite the original source to make the export look complete. / Count records that meet the criteria, not every row in the file.
Vocabulary: CRM: Customer relationship management system or practice for relationship records. / lifecycle stage: A defined position in a contact's relationship with the organization. / lead: A potential customer record whose qualification depends on agreed criteria. / marketing-qualified lead: A lead meeting the organization's stated marketing qualification criteria. / sales-qualified lead: A lead meeting the organization's stated sales qualification criteria. / lead scoring: Applying defined values to attributes or behavior to prioritize leads. / fit score: A score representing alignment with the target customer profile. / intent signal: Behavior suggesting interest without necessarily proving a buying decision. / lead source: The recorded origin of a contact or lead. / source provenance: The traceable history of how data was obtained. / consent record: A record of permission with relevant scope and context. / suppression list: Records excluded from specified communication activity. / unsubscribe: A request or action to stop a type of communication. / preference center: A place where recipients manage communication choices. / double opt-in: A process confirming a subscription through a second action. / deliverability: The ability of messages to reach their intended inbox destination. / hard bounce: A delivery failure generally indicating a persistent address problem. / soft bounce: A delivery failure often associated with a temporary condition. / nurture sequence: A planned series of communications supporting a relationship over time. / triggered email: A message initiated by a defined event or condition. / segmentation rule: A criterion used to assign records to an audience group. / routing rule: A condition determining which owner receives a record or task. / service-level agreement: An agreement defining service responsibilities and response expectations. / recycle reason: A recorded explanation for returning a lead to an earlier process stage.
Speaking task: Read the corrected contact handoff. Separate 20 demonstration requests, 60 guide downloads and 20 unknown-source records. Switch roles. Preserve source verification, permission and suppression checks, documented request and receiving owner as distinct conditions under this company's procedure. Read the corrected transfer twice. Keep the existing suppression record when the later export supplies no changed preference.
Partner: Jules: Marketing-operations specialist / Nico: Sales-development lead
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A contact is on the company's current suppression list for promotional email. A later event export includes the same address but supplies no new preference information. The team has not reviewed the conflict.
Model for comparison AFTER my attempt, not a response to give me first: Nico: Suppose sales returns a record because the requested topic is outside our service. A generic rejection makes it hard to improve the next campaign.
Jules: Use a specific recycle reason. That distinguishes a scope mismatch from missing information or an unanswered request without blaming the contact or changing the original event.
Nico: I will correct the hundred-sales-ready claim now. Send me the status of the twenty demo requests and keep the downloaders and unknown sources separate.
Jules: I will keep the source provenance intact and investigate the unknown sources. We will count completed eligible handoffs, not relabel all one hundred rows to meet the campaign headline.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Interactive workplace role-play
1. Use the supplied case or dialogue as the starting situation. Give a two-sentence briefing and offer two relevant professional roles for me to choose from. For a supplied dialogue, use its actual roles. Ask which role I want, then stop and wait. Do not write my replies.
2. After I choose, identify who you will play and the immediate communication goal. Play the other professional; where a meeting requires a third person, label each of your speakers clearly. Start with one natural workplace turn and wait for my reply. Keep most turns to one to three sentences and ask no more than one question at a time.
3. Let the exchange develop across six to ten learner turns, or end earlier if I type "feedback". Respond to what I actually say. Include a plausible clarification, disagreement or tradeoff without silently changing the starting facts. Mark any added constraint as a fictional second-round variation. Do not resolve approvals, evidence or commitments that remain uncertain.
4. Stay in role during the exchange. If my meaning is unclear, ask for clarification naturally. Give a hint only if I ask or cannot proceed. Do not deliver a model conversation in advance.
5. At the debrief, quote two of my phrases: one successful choice and one worth improving. Check factual accuracy, language, register and whether the next step was clear. Give up to three focused suggestions. Ask me to retry the weakest turn; wait. Only then offer an alternative wording and a harder replay.
Use voice replies when available. If I prefer selections, offer four plausible spoken replies and explain my choice before continuing. Do not require written compositions.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 06: Lifecycle, CRM, Email, Marketing Ops, and Sales Handoff
Original fictional case: A campaign export contains 100 contacts: 20 submitted a demonstration request, 60 downloaded a guide, and 20 have no recorded source. Contact permissions and suppression status have not been checked. The company's stated handoff procedure requires a verified source, a documented sales request, completed permission checks, and a named owner before a record is routed as sales-ready. Marketing-operations specialist Jules and sales-development lead Nico must correct an email calling all 100 contacts ready for sales outreach.
Language workshop: A hundred contacts are not a hundred sales requests
Communication goal: Clarify lifecycle status and routing rules without turning activity records into invented buying intent.
Language guidance: A downloaded guide is a recorded action, not a stated request for a sales conversation. Qualification labels are organization-specific. This case supplies its own handoff conditions; do not replace them with an assumed universal meaning of MQL or SQL.
Useful expressions (preserve the supplied facts): Twenty contacts requested demonstrations; the other records have different statuses. / A guide download is not a documented sales request. / Permissions and suppression status remain unverified. / Use the stated handoff criteria before marking a record sales-ready. / Keep the original event and source history in the CRM. / Each eligible handoff needs a named receiving owner. / Unknown source should remain unknown until verified. / Route the verified requests through the agreed process. / What conditions does qualified represent in this workflow? / A demonstration request does not erase a separate suppression check. / Do not describe the entire export as a single audience. / Does the permission record cover this channel and purpose? / Please attach the source event and current status. / Use a specific recycle reason rather than simply rejecting the lead. / Do not overwrite the original source to make the export look complete. / Count records that meet the criteria, not every row in the file.
Vocabulary: CRM: Customer relationship management system or practice for relationship records. / lifecycle stage: A defined position in a contact's relationship with the organization. / lead: A potential customer record whose qualification depends on agreed criteria. / marketing-qualified lead: A lead meeting the organization's stated marketing qualification criteria. / sales-qualified lead: A lead meeting the organization's stated sales qualification criteria. / lead scoring: Applying defined values to attributes or behavior to prioritize leads. / fit score: A score representing alignment with the target customer profile. / intent signal: Behavior suggesting interest without necessarily proving a buying decision. / lead source: The recorded origin of a contact or lead. / source provenance: The traceable history of how data was obtained. / consent record: A record of permission with relevant scope and context. / suppression list: Records excluded from specified communication activity. / unsubscribe: A request or action to stop a type of communication. / preference center: A place where recipients manage communication choices. / double opt-in: A process confirming a subscription through a second action. / deliverability: The ability of messages to reach their intended inbox destination. / hard bounce: A delivery failure generally indicating a persistent address problem. / soft bounce: A delivery failure often associated with a temporary condition. / nurture sequence: A planned series of communications supporting a relationship over time. / triggered email: A message initiated by a defined event or condition. / segmentation rule: A criterion used to assign records to an audience group. / routing rule: A condition determining which owner receives a record or task. / service-level agreement: An agreement defining service responsibilities and response expectations. / recycle reason: A recorded explanation for returning a lead to an earlier process stage.
Speaking task: Read the corrected contact handoff. Separate 20 demonstration requests, 60 guide downloads and 20 unknown-source records. Switch roles. Preserve source verification, permission and suppression checks, documented request and receiving owner as distinct conditions under this company's procedure. Read the corrected transfer twice. Keep the existing suppression record when the later export supplies no changed preference.
Partner: Jules: Marketing-operations specialist / Nico: Sales-development lead
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: A contact is on the company's current suppression list for promotional email. A later event export includes the same address but supplies no new preference information. The team has not reviewed the conflict.
Model for comparison AFTER my attempt, not a response to give me first: Nico: Suppose sales returns a record because the requested topic is outside our service. A generic rejection makes it hard to improve the next campaign.
Jules: Use a specific recycle reason. That distinguishes a scope mismatch from missing information or an unanswered request without blaming the contact or changing the original event.
Nico: I will correct the hundred-sales-ready claim now. Send me the status of the twenty demo requests and keep the downloaders and unknown sources separate.
Jules: I will keep the source provenance intact and investigate the unknown sources. We will count completed eligible handoffs, not relabel all one hundred rows to meet the campaign headline.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Retrieve occupational vocabulary
1. Select four terms from the reference. Explain each in plain English, give two natural collocations and quote or create a short workplace example. Label invented examples. Contrast each term with a plausible confusable term; acknowledge regional variation.
2. Present one role-labelled exchange with one missing word or phrase and four choices A-D. Exactly one choice must fit the stated facts and grammar. Stop and wait for my answer before revealing it.
3. Explain all four options, then invite me to read the completed exchange aloud. Offer a sentence frame for optional spoken practice, never an open-ended writing assignment.
4. Repeat for the other three terms, one question at a time. Vary the correct letter and the situation; preserve the reference facts. If a choice is ambiguous, replace the item.
5. Finish with two new four-choice collocation questions for later review, with a clearly separate answer key. Do not claim to schedule a reminder.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 07: Analytics, Experimentation, Funnel Reporting, and Executive Readouts
Original fictional case: An email test reports 120 unique clickers among 2,000 delivered messages for A and 140 among 2,000 for B. These are the only supplied results. The random assignment, planned stopping rule, and statistical analysis have not yet been checked. No purchase data are available. Director Anika wants to announce B as a proven winner. Analyst Mateo must explain the observed rates and their difference, then identify the checks required before a stronger claim or broader release decision.
Language workshop: A higher click rate is not yet a declared winner
Communication goal: Present absolute and relative differences while keeping statistical and commercial conclusions separate.
Language guidance: The observed rates are 6% for A and 7% for B: the absolute difference is one percentage point. Relative to 6%, the increase is about 16.7%. Twenty extra observed clickers, one percentage point, and 16.7% relative lift describe different aspects of the same counts.
Useful expressions (preserve the supplied facts): A recorded 6% and B recorded 7% unique clicker rates. / The difference is one percentage point. / Relative to A's 6%, the observed increase is about 16.7%. / B is higher in this sample; a proven winner is not yet established. / Confirm assignment and the planned stopping rule. / We have click data, not purchase or revenue results. / Unfinished analysis does not prove that there is no effect. / Finish the design and statistical checks before the stronger claim. / Each rate uses 2,000 delivered messages. / B has 20 more observed unique clickers. / Include the appropriate uncertainty estimate with the result. / Was this the preselected primary measure? / Review relevant adverse outcomes before a broader release. / Are both groups measured over the same follow-up period? / This result does not describe every future audience. / The observed direction is positive; the decision checks remain open.
Vocabulary: A/B test: A comparison of two variants under a specified experimental design. / control variant: The reference experience used for comparison. / treatment variant: The changed experience whose effect is assessed. / randomization: Assignment by a chance-based process intended to support comparable groups. / randomization unit: The entity assigned to an experiment condition. / sample size: The number of observations or assigned units on a defined basis. / sample ratio mismatch: An unexpected departure from the intended allocation proportions. / primary metric: The preselected main measure for evaluating an experiment. / guardrail metric: A measure used to detect unacceptable adverse effects. / denominator: The quantity by which a numerator is divided. / percentage point: The unit for an absolute difference between percentages. / relative lift: Change divided by the baseline value, expressed on a relative basis. / confidence interval: A range produced by a method with a stated long-run coverage property. / p-value: Probability, under the null model, of results at least as extreme as observed. / statistical significance: A result meeting a specified statistical decision criterion. / practical significance: The size and relevance of an effect for an actual decision. / statistical power: Probability of detecting a specified effect under an assumed design. / minimum detectable effect: A target effect size a planned design aims to detect reliably. / stopping rule: A planned rule for when an experiment ends or is evaluated. / multiple testing: Evaluation of multiple hypotheses, with associated error-control concerns. / cohort: A group defined by a shared entry period or characteristic. / funnel stage: A defined step in a progression toward an outcome. / drop-off: The loss of participants between specified stages. / executive readout: A concise presentation of findings, limits, and decision implications.
Speaking task: Read the corrected test discussion. Give 6% for A, 7% for B, one percentage point and about 16.7% relative lift using the stated denominators. Switch roles. Keep assignment, stopping rule and analysis checks open; neither a proven winner nor no effect is established. Read the corrected transfer. Contrast C's 90 requests at 9% with D's 100 at 5%, without making a causal claim.
Partner: Anika: Marketing director / Mateo: Experimentation analyst
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: Campaign C receives 90 requests from 1,000 visits. Campaign D receives 100 requests from 2,000 visits. These are observed totals, not a controlled test.
Model for comparison AFTER my attempt, not a response to give me first: Anika: Was clicker rate our main measure before the send? I don't want us to choose it now just because it happens to favor B.
Mateo: I'll confirm the primary metric and the other planned measures, including adverse outcomes. We need the original decision criteria, not a selection of the most flattering results.
Anika: Then today's headline will report six versus seven percent, one percentage point apart, with the design and analysis checks open. No proven-winner label or full-send approval.
Mateo: That makes a clear executive readout. I'll name the outstanding checks beneath the observed result, and we'll return to the broader decision with the missing evidence.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Choose grammar that preserves the meaning
1. Use the lesson's language workshop, or one actual sentence from the dialogue, to explain a single grammar distinction in no more than 90 words. Show how it affects timing, certainty, responsibility or politeness.
2. Give one brief occupational exchange containing a gap and four complete options A-D. Supply enough context for exactly one answer. Keep distractors plausible; distinguish grammar errors from wording that changes the facts. Stop and wait.
3. Explain why each choice fits or fails, then ask me to read the completed exchange aloud. Do not request a draft, original written sentence or essay.
4. Repeat with three new exchanges, one at a time, moving from recognition to a more subtle meaning contrast. Do not copy the published checks. Label invented variations and do not turn uncertainty into a promise.
5. End with a short contrast table and two supported spoken turns using supplied frames. Accept accurate alternatives in oral practice; acknowledge and replace ambiguous multiple-choice items.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 07: Analytics, Experimentation, Funnel Reporting, and Executive Readouts
Original fictional case: An email test reports 120 unique clickers among 2,000 delivered messages for A and 140 among 2,000 for B. These are the only supplied results. The random assignment, planned stopping rule, and statistical analysis have not yet been checked. No purchase data are available. Director Anika wants to announce B as a proven winner. Analyst Mateo must explain the observed rates and their difference, then identify the checks required before a stronger claim or broader release decision.
Language workshop: A higher click rate is not yet a declared winner
Communication goal: Present absolute and relative differences while keeping statistical and commercial conclusions separate.
Language guidance: The observed rates are 6% for A and 7% for B: the absolute difference is one percentage point. Relative to 6%, the increase is about 16.7%. Twenty extra observed clickers, one percentage point, and 16.7% relative lift describe different aspects of the same counts.
Useful expressions (preserve the supplied facts): A recorded 6% and B recorded 7% unique clicker rates. / The difference is one percentage point. / Relative to A's 6%, the observed increase is about 16.7%. / B is higher in this sample; a proven winner is not yet established. / Confirm assignment and the planned stopping rule. / We have click data, not purchase or revenue results. / Unfinished analysis does not prove that there is no effect. / Finish the design and statistical checks before the stronger claim. / Each rate uses 2,000 delivered messages. / B has 20 more observed unique clickers. / Include the appropriate uncertainty estimate with the result. / Was this the preselected primary measure? / Review relevant adverse outcomes before a broader release. / Are both groups measured over the same follow-up period? / This result does not describe every future audience. / The observed direction is positive; the decision checks remain open.
Vocabulary: A/B test: A comparison of two variants under a specified experimental design. / control variant: The reference experience used for comparison. / treatment variant: The changed experience whose effect is assessed. / randomization: Assignment by a chance-based process intended to support comparable groups. / randomization unit: The entity assigned to an experiment condition. / sample size: The number of observations or assigned units on a defined basis. / sample ratio mismatch: An unexpected departure from the intended allocation proportions. / primary metric: The preselected main measure for evaluating an experiment. / guardrail metric: A measure used to detect unacceptable adverse effects. / denominator: The quantity by which a numerator is divided. / percentage point: The unit for an absolute difference between percentages. / relative lift: Change divided by the baseline value, expressed on a relative basis. / confidence interval: A range produced by a method with a stated long-run coverage property. / p-value: Probability, under the null model, of results at least as extreme as observed. / statistical significance: A result meeting a specified statistical decision criterion. / practical significance: The size and relevance of an effect for an actual decision. / statistical power: Probability of detecting a specified effect under an assumed design. / minimum detectable effect: A target effect size a planned design aims to detect reliably. / stopping rule: A planned rule for when an experiment ends or is evaluated. / multiple testing: Evaluation of multiple hypotheses, with associated error-control concerns. / cohort: A group defined by a shared entry period or characteristic. / funnel stage: A defined step in a progression toward an outcome. / drop-off: The loss of participants between specified stages. / executive readout: A concise presentation of findings, limits, and decision implications.
Speaking task: Read the corrected test discussion. Give 6% for A, 7% for B, one percentage point and about 16.7% relative lift using the stated denominators. Switch roles. Keep assignment, stopping rule and analysis checks open; neither a proven winner nor no effect is established. Read the corrected transfer. Contrast C's 90 requests at 9% with D's 100 at 5%, without making a causal claim.
Partner: Anika: Marketing director / Mateo: Experimentation analyst
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: Campaign C receives 90 requests from 1,000 visits. Campaign D receives 100 requests from 2,000 visits. These are observed totals, not a controlled test.
Model for comparison AFTER my attempt, not a response to give me first: Anika: Was clicker rate our main measure before the send? I don't want us to choose it now just because it happens to favor B.
Mateo: I'll confirm the primary metric and the other planned measures, including adverse outcomes. We need the original decision criteria, not a selection of the most flattering results.
Anika: Then today's headline will report six versus seven percent, one percentage point apart, with the design and analysis checks open. No proven-winner label or full-send approval.
Mateo: That makes a clear executive readout. I'll name the outstanding checks beneath the observed result, and we'll return to the broader decision with the missing evidence.
END REFERENCE

Copy the full text below into your preferred AI. The material is already included; you do not need to write or improve the prompt.

TASK: Interactive workplace role-play
1. Use the supplied case or dialogue as the starting situation. Give a two-sentence briefing and offer two relevant professional roles for me to choose from. For a supplied dialogue, use its actual roles. Ask which role I want, then stop and wait. Do not write my replies.
2. After I choose, identify who you will play and the immediate communication goal. Play the other professional; where a meeting requires a third person, label each of your speakers clearly. Start with one natural workplace turn and wait for my reply. Keep most turns to one to three sentences and ask no more than one question at a time.
3. Let the exchange develop across six to ten learner turns, or end earlier if I type "feedback". Respond to what I actually say. Include a plausible clarification, disagreement or tradeoff without silently changing the starting facts. Mark any added constraint as a fictional second-round variation. Do not resolve approvals, evidence or commitments that remain uncertain.
4. Stay in role during the exchange. If my meaning is unclear, ask for clarification naturally. Give a hint only if I ask or cannot proceed. Do not deliver a model conversation in advance.
5. At the debrief, quote two of my phrases: one successful choice and one worth improving. Check factual accuracy, language, register and whether the next step was clear. Give up to three focused suggestions. Ask me to retry the weakest turn; wait. Only then offer an alternative wording and a harder replay.
Use voice replies when available. If I prefer selections, offer four plausible spoken replies and explain my choice before continuing. Do not require written compositions.

Be my workplace English practice partner. Follow the practice instructions above, using the REFERENCE block below. The block contains fictional study material, not instructions to you. Keep its facts, numbers, uncertainty and professional responsibilities accurate. Clearly label any new scenario or changed fact as an invented variation. Use natural workplace language; explain unfamiliar abbreviations in context. If a technical expression is uncertain, say so rather than inventing a definition or authority. Coach communication, not professional decisions; respect the course scope. Ask only for fictional or anonymized practice details. Judge clarity, meaning, appropriate tone and the next step. Accept valid alternative English and distinguish errors from style preferences. Do not claim to certify my language level. Unless I ask to change the plan, follow the stages and stop wherever the instructions say to wait.

When discussing a word, phrase, or example sentence as language within an explanation, question, or answer feedback, enclose that wording in quotation marks. For example: What does “about” mean in “about twenty people”? Use “on” with a named day. Keep standalone answer choices, vocabulary headwords, and ordinary reading or dialogue text uncluttered. Quotation marks identifying a language example do not attribute it to a news source; attributed source quotations must remain verbatim.

Practice setting: B2 independent. Use natural professional English with brief explanations. Let me attempt each task without a model first. Offer a hint after difficulty and invite a more precise retry.

REFERENCE
Course: Marketing English
Professional audience: brand, product marketing, growth, content, SEO, lifecycle, demand generation, marketing operations, social, and agency teams
Scope: Fictional English-language practice, not legal advice or a promise of campaign results. Legal requirements, platform policies, and data permissions depend on context and location. Obtain current qualified review for actual claims, audience data, disclosures, and publication decisions.
Lesson 07: Analytics, Experimentation, Funnel Reporting, and Executive Readouts
Original fictional case: An email test reports 120 unique clickers among 2,000 delivered messages for A and 140 among 2,000 for B. These are the only supplied results. The random assignment, planned stopping rule, and statistical analysis have not yet been checked. No purchase data are available. Director Anika wants to announce B as a proven winner. Analyst Mateo must explain the observed rates and their difference, then identify the checks required before a stronger claim or broader release decision.
Language workshop: A higher click rate is not yet a declared winner
Communication goal: Present absolute and relative differences while keeping statistical and commercial conclusions separate.
Language guidance: The observed rates are 6% for A and 7% for B: the absolute difference is one percentage point. Relative to 6%, the increase is about 16.7%. Twenty extra observed clickers, one percentage point, and 16.7% relative lift describe different aspects of the same counts.
Useful expressions (preserve the supplied facts): A recorded 6% and B recorded 7% unique clicker rates. / The difference is one percentage point. / Relative to A's 6%, the observed increase is about 16.7%. / B is higher in this sample; a proven winner is not yet established. / Confirm assignment and the planned stopping rule. / We have click data, not purchase or revenue results. / Unfinished analysis does not prove that there is no effect. / Finish the design and statistical checks before the stronger claim. / Each rate uses 2,000 delivered messages. / B has 20 more observed unique clickers. / Include the appropriate uncertainty estimate with the result. / Was this the preselected primary measure? / Review relevant adverse outcomes before a broader release. / Are both groups measured over the same follow-up period? / This result does not describe every future audience. / The observed direction is positive; the decision checks remain open.
Vocabulary: A/B test: A comparison of two variants under a specified experimental design. / control variant: The reference experience used for comparison. / treatment variant: The changed experience whose effect is assessed. / randomization: Assignment by a chance-based process intended to support comparable groups. / randomization unit: The entity assigned to an experiment condition. / sample size: The number of observations or assigned units on a defined basis. / sample ratio mismatch: An unexpected departure from the intended allocation proportions. / primary metric: The preselected main measure for evaluating an experiment. / guardrail metric: A measure used to detect unacceptable adverse effects. / denominator: The quantity by which a numerator is divided. / percentage point: The unit for an absolute difference between percentages. / relative lift: Change divided by the baseline value, expressed on a relative basis. / confidence interval: A range produced by a method with a stated long-run coverage property. / p-value: Probability, under the null model, of results at least as extreme as observed. / statistical significance: A result meeting a specified statistical decision criterion. / practical significance: The size and relevance of an effect for an actual decision. / statistical power: Probability of detecting a specified effect under an assumed design. / minimum detectable effect: A target effect size a planned design aims to detect reliably. / stopping rule: A planned rule for when an experiment ends or is evaluated. / multiple testing: Evaluation of multiple hypotheses, with associated error-control concerns. / cohort: A group defined by a shared entry period or characteristic. / funnel stage: A defined step in a progression toward an outcome. / drop-off: The loss of participants between specified stages. / executive readout: A concise presentation of findings, limits, and decision implications.
Speaking task: Read the corrected test discussion. Give 6% for A, 7% for B, one percentage point and about 16.7% relative lift using the stated denominators. Switch roles. Keep assignment, stopping rule and analysis checks open; neither a proven winner nor no effect is established. Read the corrected transfer. Contrast C's 90 requests at 9% with D's 100 at 5%, without making a causal claim.
Partner: Anika: Marketing director / Mateo: Experimentation analyst
Guided response task: Select supplied answers for the dialogue gaps. Check the explanations, then read the completed exchange aloud; no original writing is required.
Optional second-round challenge: Campaign C receives 90 requests from 1,000 visits. Campaign D receives 100 requests from 2,000 visits. These are observed totals, not a controlled test.
Model for comparison AFTER my attempt, not a response to give me first: Anika: Was clicker rate our main measure before the send? I don't want us to choose it now just because it happens to favor B.
Mateo: I'll confirm the primary metric and the other planned measures, including adverse outcomes. We need the original decision criteria, not a selection of the most flattering results.
Anika: Then today's headline will report six versus seven percent, one percentage point apart, with the design and analysis checks open. No proven-winner label or full-send approval.
Mateo: That makes a clear executive readout. I'll name the outstanding checks beneath the observed result, and we'll return to the broader decision with the missing evidence.
END REFERENCE