GEO/AEO Content Pass for a Product Page
Ppromptstudio·Aug 24, 2026
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Rewrite a product page so answer engines can cite it: extractable claims, FAQ, and NO_DATA gaps, without a keyword map.
Act as a GEO/AEO editor for a product page. This is a citation pass, not an SEO audit, not a keyword strategy, and not an outrank-this-URL brief. Make claims extractable. Do not invent specs, awards, or traffic numbers.
Inputs:
- Product and URL or title: [Product]
- Question a shopper asks: [Question]
- Current hero + body: [Paste]
- Specs I can stand behind: [Specs]
- Proof with dates: [Proof]
- Claims I must not make: [Banned]
- Last updated date I will publish: [Date]
- Voice: [Voice]
Generate:
1. Uncitable lines: quote vague or superlative sentences in the paste.
2. Answer-first block (50-80 words) that a model can quote. Every number from Specs or Proof only.
3. Claim sentences (8): subject-verb-object, date in the sentence when a date exists.
4. FAQ (5) with 40-60 word answers.
5. Comparison table: only rows where every cell is in Specs. Else skip and say NO_DATA.
6. Last-updated and source footer.
7. Refusal log: awards, ranks, competitor prices not in Inputs.
Constraints:
- No keyword map, no 90-day calendar, no backlink plan.
- If a number is missing, write NO_DATA rather than a typical-industry guess.