Field notes · Five Shopify product pages
What a page audit
can tell you.
We checked five product pages. One had missing data and four passed the page checks. We did not test whether AI tools recommended them.
These are anonymized audits of public pages, not customer results or endorsements.
Check my productCookware
The description was useful, but structured data was missing
The copy covered induction compatibility, oven safety, shape, and capacity. Data gaps: product, price, identifiers, delivery.
Four passing pages
Four pages passed the page checks
All four scored 100/A. The finishing-oil check could not tell whether an AI tool would choose it for finishing instead of cooking.
The record
Results for all five pages
Recorded averages combine readable homepage, product, and optional comparison pages. Product scores cover one page.
| Product category | Product page | Recorded audit average | Next useful step |
|---|---|---|---|
| Cookware | Product page43/F | Recorded audit average72/C | Add readable product and offer data |
| Finishing oil | Product page100/A | Recorded audit average100/A | Check a real finishing-oil answer |
| Spice | Product page100/A | Recorded audit average100/A | Check a real origin and use-case answer |
| Tinned fish | Product page100/A | Recorded audit average100/A | Check a real heat and meal answer |
| Candle | Product page100/A | Recorded audit average100/A | Check a real scent-strength answer |
No merchant changed a page for this study. We did not compare AI answers before and after a change.