CRITICALProduct detail gaps detected+25
CRS could not find enough machine-readable detail for material, size, color, weight, dimensions. This means the product may be difficult to match to specific buyer queries.
material
CRS Index · Glossier
glossier.com
Deodorant Refill Stick
43
Review and fix
Product schema is missing sku, gtin, mpn, or model identifiers. Identifiers reduce ambiguity and make product facts easier to cite reliably.
✓The product page is accessible to AI shopping crawlers.
✓Structured product data was detected on the page.
✓The product type was clearly identified.
Scanned 6/30/2026. Automated public-page machine-readability scan (methodology 2026.06) — the same engine and the same rules CITAQ applies to a merchant's own product.
Limits of this scan
This is a public listing. It shows what CITAQ found; the step-by-step fixes and the detected field values are not published here.
What CITAQ found
HIGHStructured product data incomplete+10
CRS found Product structured data, but required or recommended fields are incomplete. Schema that is present but incomplete is better than absent schema, but still limits readability.
name
HIGHBuyer-use context is unclear+10
CRS could not find clear buyer-use context for this uncategorized. Shoppers filtering by specific use case or compatibility will not match this page.
use_case
Product facts CITAQ looked for
brandingredientsnet_quantitynet_quantityscent
Check your own product
This report was generated by CITAQ's automated scan of a public product page. Run the same scan on your own product to see how AI shopping assistants read it.
Factual, point-in-time CRS assessment (methodology 2026.06). Not affiliated with or endorsed by Glossier. Claim or request a correction →