CRITICALCategory-specific fields missing+18
CRS could not find several fields commonly needed to evaluate uncategorized: material, size, color, weight, dimensions.
material
CRS Index · ColourPop
colourpop.com
Milk Coffee
45
Review and fix
Several key product attributes are missing or vague. Missing attributes reduce the number of specific queries this product can match.
✓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
MEDIUMBuyer-use context is unclear+8
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
MEDIUMDescription relies on vague wording+7
CRS found vague wording (perfect) that is harder to match to specific shopper queries.
description
MEDIUMDescription structure is hard to parse+6
CRS found that the product description is difficult to scan into discrete product facts.
description
Product facts CITAQ looked for
brandcategoryfinishfinishlippie_pencilset_includes
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 ColourPop. Claim or request a correction →