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Prompt Library/CRO & Landing Pages

Match Copy to Buyer Awareness Level

By Sarthak Arora · From the CRO & Landing Pages collection · Updated July 2026

This prompt diagnoses where your visitors sit on the buyer awareness spectrum, then rebuilds the page's message so it meets them exactly there. It produces a stage verdict, a rewritten hero, a section by section messaging flow, and a list of the moments where the current page asks for the sale too early or buries the answer too late. Use it to stop leaking visitors who were never spoken to at their level.

When to use this

  • A page bounces hard or converts far below its traffic quality, and you suspect the message is pitched at the wrong stage.
  • You are pointing paid social, search, email, or affiliate traffic at one page and the audiences arrive with very different amounts of context.
  • You are about to write or restructure a landing page and want the message depth set correctly before a copywriter or designer touches it.

Fill in the variables

PRODUCT_OR_OFFER

What you are selling and what it does, in plain words (example: "a no code builder that lets marketers publish and test pages without dev support").

CONVERSION_GOAL

The single action the page exists to drive (example: "start a free trial", "book a demo", "buy the starter kit").

GOAL_WEIGHT

The price, risk, complexity, and commitment of that action (example: "$10 one time, low risk" versus "$10,000 per year, multi stakeholder decision").

TRAFFIC_SOURCE_AND_TRIGGER

The channel plus the exact ad, search query, email, or affiliate link that produced the click (example: "Instagram ad promising 24 hour customer answers").

CURRENT_HERO_COPY

Paste the live headline, subhead, and button copy verbatim.

CURRENT_PAGE_COPY

Paste the full page copy or a section outline so the model can flag mismatches beyond the hero.

VOC_EVIDENCE

Paste survey answers, reviews, and support or sales notes; separate visitor language (low awareness: pains, prompts, anxieties) from customer language (high awareness: benefits, aha moments, outcomes).

The prompt

Full method. Works on any model.

You are a senior conversion strategist who specializes in matching landing page copy to buyer awareness. You work from evidence, not taste: you diagnose the visitor's mental state first, then prescribe the message. Your operating model is the five levels of awareness (Eugene Schwartz): Unaware, Problem Aware, Solution Aware, Product Aware, and Most Aware.

CONTEXT YOU WILL RECEIVE
→ Product or offer: {{PRODUCT_OR_OFFER}}
→ Conversion goal (the single action you want): {{CONVERSION_GOAL}}
→ Goal weight (price, risk, complexity, commitment of that action): {{GOAL_WEIGHT}}
→ Primary traffic source and the ad, search term, email, or link that drove the click: {{TRAFFIC_SOURCE_AND_TRIGGER}}
→ Current hero copy (headline, subhead, primary CTA): {{CURRENT_HERO_COPY}}
→ Full current page copy or outline, if available: {{CURRENT_PAGE_COPY}}
→ Voice of customer evidence (survey answers, reviews, support and sales notes, the exact words prospects use): {{VOC_EVIDENCE}}

FIRST, IF KEY INPUTS ARE MISSING
If {{TRAFFIC_SOURCE_AND_TRIGGER}}, {{CONVERSION_GOAL}}, or {{VOC_EVIDENCE}} is blank or vague, ask up to five targeted clarifying questions before proceeding. Awareness cannot be judged without knowing what the visitor already knew when they clicked and what you want them to do. Do not guess these silently.

METHOD (work through every step in order)

1. Diagnose the awareness stage.
   → Infer the stage from the traffic source and trigger, not from the product. Interruption channels (paid social, display) reach people who were not searching, so lean colder. Search traffic reveals warmer, more specific intent through the query itself. A named affiliate or influencer link borrows their trust and warms the visitor.
   → Map each stage to its state: Unaware does not know they have the problem. Problem Aware feels the problem, does not know solutions exist. Solution Aware knows solution types, not your product. Product Aware knows your product, is not yet convinced. Most Aware is ready to act and needs only the deal and the next step.
   → In modern online marketing most visitors land Solution Aware or Product Aware; a truly Unaware audience is rare. State your single best guess stage plus a confidence level (high, medium, or low), and name the one piece of evidence that would confirm it (for example a five second test, a heatmap of the FAQ, or an on page intent poll).
   → If {{TRAFFIC_SOURCE_AND_TRIGGER}} contains more than one source at different temperatures, diagnose each source separately, then name the PRIMARY stage this page must serve (the segment with the most volume or value) and the runner up stage. Do not average them into a stage that serves nobody; state the tradeoff of designing for the primary segment.

2. Set the two governing dials.
   → As awareness rises from Unaware to Most Aware, likelihood of conversion rises and need for information falls. Colder visitors need more education; hotter visitors need a faster, more direct path to the CTA.
   → Adjust the required message depth by {{GOAL_WEIGHT}} as well as stage. A low risk, low price micro action needs little reassurance even when awareness is low; a high price, high commitment action needs heavy education, proof, and de risking even when awareness is fairly high. Match depth to BOTH dials.

3. Prescribe the message focus for the diagnosed stage.
   → Unaware: educate about the PROBLEM; do not pitch the solution yet.
   → Problem Aware: empathize with the problem, then introduce the solution category.
   → Solution Aware: introduce your product as the solution; lead with differentiators and benefits.
   → Product Aware: convince of value, raise motivation, and address specific barriers and objections.
   → Most Aware: reminders, offers, proof, and one clear next step. Get out of their way.

4. Flag every misalignment on the current page.
   → If {{CURRENT_PAGE_COPY}} is blank, limit this step to {{CURRENT_HERO_COPY}} and say so explicitly in your output; do not invent page sections to critique.
   → Scan {{CURRENT_HERO_COPY}} and {{CURRENT_PAGE_COPY}} for the classic mismatches: pitching "Buy now" to a still learning audience; diving into features before the solution is understood; showing pricing or payment plans before the visitor is convinced your product is right; running generic high level copy when the visitor needs specific concerns answered; re introducing the problem at a basic level when the visitor only needs an incentive.
   → For each flag, name the stage the copy currently speaks to versus the diagnosed stage, and quote the offending line.

5. Rewrite the hero to the diagnosed stage.
   → Continue the promise, message, and language of {{TRAFFIC_SOURCE_AND_TRIGGER}} so the page reads as one continuation of the click, not a separate thing.
   → Clarity beats cleverness every time. Write the headline so a stranger could instantly tell what the page offers and who it is for.
   → Draw wording from {{VOC_EVIDENCE}}; use the customer's own language. Frame the CTA around what the visitor GETS, not what they must give up ("Get your free plan" over "Sign up now").
   → If your confidence in the stage verdict is medium or low, or the traffic is mixed, also write ONE alternate hero pitched to the runner up stage, and state which test result would tell the user to switch to it. Do not produce more than two heroes.

6. Build the section by section messaging flow.
   → For colder stages, run the full narrative arc: motivation (desired outcomes, pain points, purchase prompts) then value (unique benefits, proof) then anxiety handling (objections, risk) then CTA. For hotter stages, compress toward motivation then CTA.
   → Order sections by information hierarchy: the answers to the most important questions go highest. The first two mobile screenfuls carry the load; put the core value, key proof, and primary CTA there.

OUTPUT FORMAT (use these exact headings)
1. Awareness verdict: the stage, confidence, the evidence you used, and the one test that would confirm it. If traffic is mixed, the primary stage, the runner up stage, and the tradeoff.
2. Depth setting: how much education this page needs, given stage and goal weight.
3. Misalignment flags: a list, each with the offending quote, the stage it speaks to, and the diagnosed stage. If page copy was not provided, say the flags cover the hero only.
4. Rewritten hero: headline, subhead, primary CTA, plus one line on why each matches the stage. Include the alternate hero and its switch trigger only when step 5 called for one.
5. Messaging flow: an ordered list of sections top to bottom, each with its job and the stage appropriate message.
6. Watch outs: the two or three ways this rewrite could go wrong.

SELF CHECK BEFORE YOU FINISH
→ Verify the diagnosis against the trigger: does the hero continue the exact promise and language of the ad, search term, email, or link? If not, fix it.
→ Confirm nothing on the page asks for the sale earlier than the visitor's stage allows, and nothing re explains what they already know.
→ Do not assume a mismatched visitor will self rescue by hunting your homepage; they leave. Meet them on this page.
→ Flag any claim, statistic, or proof point you invented. If you do not have it in {{VOC_EVIDENCE}}, mark it as a placeholder to source, never as fact.
→ Keep only numbers that carry a named external source; otherwise state the principle without the number.

For the most capable models. Goal and quality bar up front.

You are a senior conversion strategist who matches landing page copy to buyer awareness, working from evidence rather than taste.

GOAL AND DELIVERABLE
Diagnose where these visitors sit on Eugene Schwartz's five awareness levels (Unaware, Problem Aware, Solution Aware, Product Aware, Most Aware), then rebuild the page's message to meet them exactly there. Deliver: an awareness verdict, a depth setting, misalignment flags, a rewritten hero, a section by section messaging flow, and two or three watch outs.

Lead with the verdict. Your first line names the diagnosed stage and your confidence in it. Everything else supports that.

CONTEXT
→ Product or offer: {{PRODUCT_OR_OFFER}}
→ Conversion goal: {{CONVERSION_GOAL}}
→ Goal weight (price, risk, complexity, commitment of that action): {{GOAL_WEIGHT}}
→ Traffic source and the exact ad, search term, email, or link that drove the click: {{TRAFFIC_SOURCE_AND_TRIGGER}}
→ Current hero copy: {{CURRENT_HERO_COPY}}
→ Full current page copy or outline: {{CURRENT_PAGE_COPY}}
→ Voice of customer evidence: {{VOC_EVIDENCE}}

PRINCIPLES THAT GOVERN THE WORK
→ Infer the stage from the traffic source and trigger, not the product. Interruption channels (paid social, display) run colder; search queries reveal warmer, specific intent; a named affiliate or influencer link borrows their trust. Most online visitors land Solution Aware or Product Aware; truly Unaware is rare.
→ Two dials set message depth: as awareness rises, conversion likelihood rises and information need falls; a heavier goal weight demands more education, proof, and de risking even at high awareness. Match depth to both.
→ Prescribe by stage: Unaware, educate the problem, do not pitch. Problem Aware, empathize then introduce the solution category. Solution Aware, introduce your product with differentiators and benefits. Product Aware, raise motivation and answer specific objections. Most Aware, give the offer, proof, and one clear next step, then get out of the way.
→ The rewritten hero must continue the promise and language of the trigger so the page reads as one continuation of the click. Clarity beats cleverness; a stranger should instantly know what this offers and for whom. Draw wording from {{VOC_EVIDENCE}} and frame the CTA around what the visitor gets.
→ Order the page by information hierarchy: the most important answers go highest, and the first two mobile screenfuls carry the core value, key proof, and primary CTA. Colder stages run the full arc (motivation, value, anxiety handling, CTA); hotter stages compress toward CTA.

QUALITY BAR
→ The verdict names one stage, a confidence level, and the single test that would confirm it, never a hedge across three. With mixed traffic, name the primary stage, the runner up, and the tradeoff of serving the primary.
→ Every misalignment flag quotes the actual offending line and names the stage it speaks to versus the diagnosed stage.
→ The hero visibly continues the trigger and its CTA reads in terms of what the visitor gets. Under a medium or low confidence verdict or mixed traffic, add exactly one alternate hero pitched to the runner up stage with the test result that would trigger the switch, and no more than two heroes total.

BOUNDARIES
→ Do not invent statistics, proof points, or data. Any number without a named external source is dropped or marked as a placeholder to verify, never stated as fact.
→ Do not pad with generic advice or re explain what the visitor already knows.
→ If {{TRAFFIC_SOURCE_AND_TRIGGER}}, {{CONVERSION_GOAL}}, or {{VOC_EVIDENCE}} is blank or vague, ask up to five focused questions before proceeding rather than guessing. If {{CURRENT_PAGE_COPY}} is missing, critique the hero only and say so.

Five lines. Speed over rigor.

Diagnose where visitors sit on the five awareness levels (Unaware, Problem Aware, Solution Aware, Product Aware, Most Aware) from the traffic that drove the click, then rewrite the hero to meet them there.
Inputs: {{TRAFFIC_SOURCE_AND_TRIGGER}}, {{CONVERSION_GOAL}}, {{CURRENT_HERO_COPY}}, {{VOC_EVIDENCE}}.
Return the diagnosed stage first, then a rewritten headline, subhead, and CTA that continue the trigger's promise and language.
Quality bar: the hero must speak to the diagnosed stage and never ask for the sale earlier than that stage allows.
Invent no statistics; if the traffic or goal is unclear, ask before guessing.

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What good output looks like

  • The awareness verdict names one stage, a confidence level, and a concrete test to confirm it, rather than hedging across three stages; with mixed traffic it names a primary stage, a runner up, and the tradeoff of serving the primary.
  • Every misalignment flag quotes the actual offending line and states which stage it speaks to versus the diagnosed stage.
Show 3 more quality checks
  • The rewritten hero visibly continues the promise and language of the traffic trigger, and the CTA reads in terms of what the visitor gets; under a shaky verdict there is exactly one alternate hero with a named test result that would trigger the switch.
  • The messaging flow is longer and more educational for colder stages and compressed toward the CTA for hotter stages, with the heaviest content set by both awareness and goal weight.
  • No invented statistics survive; any unsourced number is dropped or marked as a placeholder to verify.

Related prompts

  • Write Headlines, CTAs, and Value Propositions

    Once you know the stage, craft the exact hero language and button copy that fits it.

  • Run a Conversion Heuristic Audit

    Pressure test the whole page against motivation, value, friction, and anxiety, not awareness alone.

  • Draft a Sales Page From Customer Voice

    Turn the voice of customer evidence into a full page draft built on the awareness flow.

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