Repair the product data AI assistants can't parse
Most Shopify stores lose recommendations before an AI assistant ever reads a review, because the product page itself doesn't say what the product is for, who it fits, or how it compares. Fix finds every listing with that gap and rewrites it into something an assistant can actually use.
What a repaired listing looks like
The same Aster Trail Runner listing, before and after a Fix pass.
- Material
- Not listed
- Fit
- Not listed
- Best for
- Not listed
- Schema markup
- Missing
- Material
- Recycled mesh upper, rubber lug outsole
- Fit
- True to size, roomy toe box
- Best for
- Wet and muddy trail runs
- Schema markup
- Product, Offer, and Review
What Fix includes
Full-catalog audit
We scan every listing for missing materials, sizing, use cases, and comparison points: the details AI assistants look for before recommending a product.
Structured data repair
Broken or absent schema markup gets rebuilt so search and AI crawlers can read your catalog correctly, not guess at it.
Priority scoring
Not every fix matters equally. We rank issues by how much they're costing you in AI recommendations, so the highest-impact repairs happen first.
See what AI assistants say about your store today
Book a call and we'll show you which products AI assistants recommend instead of yours, and what it takes to fix that.
Book a call- 01
We ask AI assistants about the products you sell.
- 02
You see who they recommend instead of you.
- 03
We map the fixes that change that answer.