How to write product pages that AI engines quote
AI engines prefer short, self-contained factual sentences they can lift into an answer without rewriting them.
In REVVDA: Fix → Content
Why it matters
- ●Quotability is one of the four signals in the GEO score, alongside Data, Facts and Semantic structure.
- ●A description like "Classic pajama set. 100% cotton." gives an assistant nothing to say. A precise, checkable sentence gives it a reason to name you.
- ●The same sentences help shoppers decide faster, so this work helps conversion as well as AI visibility.
How to do it in REVVDA
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01
See where you stand.
In Explore, the Quote score under GEO shows how quotable your pages are, and Scores by page type shows which templates are weakest.
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02
Open the content fixes.
In Fix, filter on Content. Open Rewrite product descriptions so AI can quote them.
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03
Review the samples.
For each sample page, REVVDA shows the current description (Now) and the rewrite (Proposed), with every fact numbered.
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04
Check every fact.
The Fact check panel shows where each fact comes from in your product data. A sentence REVVDA couldn't find is flagged: choose Remove sentence or It’s true, keep it.
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05
Approve and let the scan verify it.
Click Approve. REVVDA publishes through your store's API and logs every change; the next scan measures the new Quote score. You can undo for 30 days.
Checklist: what a quotable product page contains
- ●A first sentence that says what the product is, what it's made of and who it's for.
- ●Key facts as short statements with numbers and units: material, weight, dimensions, origin, care.
- ●Certifications named in full, with a certificate number or link.
- ●A short FAQ block answering real buyer questions (sizing, care, delivery, returns).
- ●No superlatives you can't prove. "The most sustainable" is neither quotable nor compliant.
Classic pajama set with buttons. 100% cotton. Machine wash.
A two-piece children's pajama set in 100% organic Pima cotton, [certification + number]. Machine washable at 30°C; sizes from 2 to 12 years.
Illustrative example.
Doing it without REVVDA
Rewrite each key page by hand with the checklist above, starting with your 20 best-selling products and your main collection pages. Check every fact against your product data before publishing.
What you get
Product pages assistants can quote directly, a higher GEO score, and copy that answers shoppers' questions faster.
Related guides
Try this on your own site with the 90-day pilot.
Start the pilot →