📢 Marketing
GEO/AEO Content Pass for a Product Page
Rewrite a product page so answer engines can cite it: extractable claims, FAQ, and NO_DATA gaps, without a keyword map.
0Reviews
Prompt
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.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Examples
Example Input
Product: Northline 24 oz Cup-Holder Bottle, /products/northline-24 Question: Will a 24 oz Northline fit a car cup holder and keep ice a full workday? Paste: Fastest bottle in commuting. #1 for ice. Fits any car. Studies show hydration wins. Specs: 24 oz, 2.75 in base, 1.1 lb, leak-lock lid, 18/8 stainless Proof: in-house ice test 24h at 72 F lid closed (method note 2025-11); 2-year vacuum warranty; we measured the Civic 2018 holder at 2.9 in (our garage, not a lab) Banned: #1, fastest, any car, medical hydration Date: 2026-08-24 Voice: plain
Example Output
1. Uncitable "Fastest bottle in commuting." No stopwatch in Proof. "#1 for ice." Banned rank. "Fits any car." We measured one 2018 Civic holder, 2.9 in. "Studies show hydration wins." No study in Inputs. 2. Answer-first (71 words) Northline is a 24 oz stainless bottle with a 2.75 in base. In our garage we measured a 2018 Civic cup holder at 2.9 in, so this bottle sat in that holder. Ice claim: in-house test, 24 hours, 72 F room, lid closed (method note 2025-11). 2-year vacuum warranty. Last updated 2026-08-24. We do not claim every car, a rank, or a medical hydration benefit. 3. Claims - Capacity is 24 oz as of the 2026-08-24 spec sheet. - Base diameter is 2.75 in. - Empty weight is 1.1 lb. - Lid is leak-lock, 18/8 stainless body. - Ice still present at 24 hours in the 2025-11 in-house 72 F test with lid closed. - Vacuum warranty is 2 years. - 2018 Civic holder measured 2.9 in in our garage (not a lab). - NO_DATA: other model years, other brands of holder. 4. FAQ Q: Will it fit my car? A: We measured a 2018 Civic at 2.9 in. Base is 2.75 in. Other cars: NO_DATA. Q: Ice all day? A: 24h in-house at 72 F, lid closed, method note 2025-11. Not a field test in a hot car. Q: Is it #1? A: No. We do not rank. Q: Warranty? A: 2 years on the vacuum seal only. Q: Medical hydration? A: We do not claim it. 5. Table: skipped. No competitor cells in Specs. 6. Footer: Last updated 2026-08-24. Ice method 2025-11. Civic measure is garage, not certified. 7. Refused: #1, fastest, any car, studies, medical hydration.