Quick share from building SchemaRank (a Shopify app that audits/fixes Product JSON-LD for AI shopping agents).
To validate the problem beyond my own hunch, I sampled 21 real, well-known Shopify DTC brands and ran their product pages through the same 9-rule scoring engine the app uses. Full writeup: State of Shopify AI-Readiness 2026
Headline numbers
- Average score: 69/100 (Grade C)
- 2/21 had ZERO product structured data — not incomplete, absent
- 67% missing a GTIN/MPN identifier
- 62% missing a real aggregate rating in their JSON-LD
- Only 10% missing a product image — the "easy" stuff is solved, the AI-agent-legible stuff isn't
Context on the business
App's been live on the Shopify App Store for about a week. One real install so far (uninstalled in 23 min, "testing multiple apps" — so there's a real competitive category forming, which is encouraging even if that particular install didn't stick). This report is my first real distribution push beyond the listing itself.
Curious if this resonates with anyone else who's tried the "publish real data" GTM motion for a dev tool — did it move the needle for you, or was it mostly vanity traffic?
