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There is no evidence-backed, universal winner for each marketing prompt in this guide: the official provider resources below offer prompting advice and task examples, not a head-to-head test of the same 15 prompts. Instead, use these ready-to-adapt prompts to get useful work from an AI assistant, then compare the models available to you on the same brief.

For stronger results, give the assistant the audience, product context, channel, objective, constraints, and requested format. Replace the bracketed details with your own information. The prompts below are editorial adaptations of the task patterns in OpenAI Academy’s marketing examples, not claimed quotations or tested winners.

How to choose a model for each marketing prompt

Choose by task fit rather than by a permanent ranking. Available tools, settings, model versions, and usage limits vary. OpenAI recommends experimenting with models and settings for a workflow; Google’s catalog distinguishes stable and preview models. Check the current product information before relying on a feature or assuming a model is available to you: OpenAI model selection and Google’s model catalog.

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For a meaningful comparison, give each model the same prompt and input material. Score the results for task fit, factual accuracy, adherence to audience and brand constraints, usefulness, formatting, editing effort, and practical access. Provider prompting guidance can help you write clearer instructions, but it does not establish a marketing benchmark or a winning model.

15 marketing prompts to adapt

1. Draft a launch email

Prompt: “Write a launch email for for [audience]. The main customer problem is [problem], and the product helps by [substantiated benefit]. The goal is [action]. Use a [brand voice] tone, keep the email under [length], include a subject line and call to action, and do not add claims beyond the information supplied. Flag anything you need verified.”

Choose by: Whether the draft reflects the supplied product facts and audience, while making the next step clear. Verify every claim before sending.

2. Generate subject-line options

Prompt: “Give me 10 subject lines and 5 preview-text options for an email about [offer or announcement] to [audience]. The objective is [objective]. Keep the tone [tone], avoid [prohibited language or claims], and keep each subject line under [character limit]. Label the angle each option uses.”

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Choose by: Whether options are distinct, on-brand, and within the character limit—not merely whether they sound catchy.

3. Create ad variants with different hooks

Prompt: “Write five [channel] ads for

aimed at [audience]. The campaign theme is [theme], and the objective is [objective]. Give each ad a different hook or tone, follow [channel constraints], and use only these approved claims: [claims]. Present each with its hook, copy, and call to action.”

Choose by: Whether the variants explore genuinely different angles while respecting channel and claims constraints. Confirm the channel’s current specifications separately.

4. Plan a social media series

Prompt: “Plan a [number]-post social series to promote [event, product, or milestone] to [audience] on [platform]. For each post, provide a goal, caption, call to action, and a brief visual description. Use [brand voice], account for [dates or sequence], and avoid [topics or claims].”

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Choose by: Whether the posts work as a coherent sequence and each has a clear purpose, rather than repeating the same message.

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5. Write a customer spotlight

Prompt: “Turn this approved customer story into a conversational [platform] post for [audience]: [story and verified details]. Match this brand voice: [voice guidance]. Do not invent outcomes, quotes, or numbers. Include a concise call to action and flag details that need customer approval.”

Choose by: Whether the post preserves the customer’s actual story and avoids turning correlation or anecdote into an unsupported claim.

6. Script an explainer video

Prompt: “Write a [duration]-second explainer video script for

, aimed at [audience]. Use this approved information: [facts]. Include spoken narration, suggested visuals, and on-screen text in a table. End with [call to action]. Keep the explanation accessible and do not add unverified claims.”

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Choose by: Whether narration and visuals fit the runtime and explain the idea clearly to the intended audience.

7. Outline a brand style guide

Prompt: “Create an outline for a practical brand style guide for [organization]. Use these existing materials and preferences: [examples and notes]. Include voice, tone, vocabulary, formatting, and examples of do and don’t. Separate confirmed rules from suggestions, and list unanswered questions instead of assuming answers.”

Choose by: Whether the outline distinguishes existing brand rules from new proposals that need approval.

8. Develop campaign storytelling concepts

Prompt: “Propose five campaign story concepts for

aimed at [audience]. The campaign objective is [objective], and the verified product facts are [facts]. For each concept, give the central idea, audience insight, sample headline, possible channels, and any assumptions to verify. Avoid [claims or themes].”

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Choose by: Whether concepts are meaningfully different and grounded in the audience and facts you provided.

Rank #3
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9. Build a visual moodboard brief

Prompt: “Write a visual moodboard brief for a [campaign type] promoting

to [audience]. Include visual themes, color and composition direction, image subjects, and examples of what to avoid. Tie each recommendation to [brand guidance or campaign objective]. Do not present suggestions as existing brand rules.”

Choose by: Whether the brief gives a designer actionable direction without confusing suggestions with approved assets or identity rules.

10. Turn a campaign brief into a channel plan

Prompt: “Using this campaign brief, propose a channel plan: [brief]. The audience is [audience], the objective is [objective], the available channels are [channels], and the constraints are [budget, timing, or approvals]. For each channel, state its role, suggested asset, timing, and assumptions. Do not invent performance forecasts.”

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Choose by: Whether the plan connects each channel to the objective and identifies assumptions rather than disguising them as facts.

11. Analyze channel performance

Prompt: “Analyze this campaign dataset: [paste data, with metric definitions and date range]. Identify the channels with the strongest results for [stated objective], explain the evidence, and note limitations such as missing data or different attribution windows. Provide a chart-ready summary with the fields and chart type you recommend. Do not infer causation from correlation.”

Choose by: Whether the analysis uses the supplied definitions correctly, identifies data limitations, and supports each conclusion with the relevant figures. Check calculations against the original data.

12. Forecast lead volume

Prompt: “Using this historical lead-volume data and its date range, [paste data], produce a forecast for [period]. Explain the trend and any seasonality visible in the supplied data, state assumptions, and identify what the data cannot establish. Show the forecast and method in a table. Do not treat the result as certain.”

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Choose by: Whether the assistant makes its assumptions and uncertainty visible. A forecast based only on historical volume cannot account for changes you have not supplied, such as a new campaign or tracking method.

13. Recommend a budget allocation

Prompt: “Review this historical channel spend and return data: [paste data, including period, currency, and metric definitions]. Recommend a revised allocation of [total budget] for [objective]. Show current and proposed allocations in a table, explain the evidence and assumptions for each change, and flag missing information. Do not assume past returns will continue.”

Choose by: Whether recommendations are traceable to the supplied data and account for the limitations of historical returns. Treat the output as a decision aid, not an automatic budget change.

14. Draft an SEO content brief

Prompt: “Create an SEO content brief for [topic] for [audience] with the goal of [reader outcome]. Use these verified facts and source materials: [materials]. Include the search intent, a proposed angle, key questions to answer, suggested headings, and claims that need citations. Do not invent search-volume figures, rankings, or sources.”

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Choose by: Whether the brief helps answer a real reader question and clearly marks facts that require verification. Validate search data and sources independently.

15. Turn the brief into a content outline

Prompt: “Using this approved brief, [paste brief], create a structured outline for [content format] aimed at [audience]. Organize sections in the order readers need them, include points each section must cover, and note where evidence is required. Avoid repeating ideas and do not add unsupported product claims.”

Choose by: Whether the outline follows the approved brief, gives each section a distinct job, and identifies evidence needs before drafting.

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Make the prompts more reliable

Clear instructions and relevant context matter more than adding elaborate wording for its own sake. Anthropic’s guidance puts it simply: “Claude responds well to clear, explicit instructions.” That is prompting advice, not evidence of superior performance. See Anthropic’s prompting best practices.

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When an assignment has several parts, split it into stages—for example, ask for an analysis first, review it, then request recommendations. Google’s prompt-design guidance recommends experimentation and refinement based on observed outputs. See Google’s prompt design strategies.

  • Supply source material, approved claims, and definitions for any data task.
  • State the audience, objective, channel, tone, constraints, and output format that apply.
  • Ask the assistant to identify assumptions or missing information instead of filling gaps with invented specifics.
  • Review factual, legal, brand, and customer-sensitive content before publication.

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