ColourPop

• Largest Contentful Paint13.48s poor
• Cumulative Layout Shift0.166 needs-improvement

1,026 products with minimal variant differentiationhigh

ColourPop offers 1,026 products but nearly all show only 1 variant per SKU, with bundles dominating the sample (Jelly Much Sticks Trios all priced identically at $26). This suggests either missing shade/color variants in the product data layer or a catalog structure that doesn't expose natural choice architecture to shoppers.

Cosmetics buyers expect multiple color/shade options per product; hidden or absent variants reduce perceived selection, increase cart abandonment when the desired shade isn't immediately visible, and limit average order value from cross-shade purchases.

🔒 The fix — plus a prioritized 30-day plan — is in the full audit.

Is ColourPop visible to AI shopping assistants?

✗ Not mentioned by Claude when asked “What are the best makeup brands that ship in the US?”. As shoppers ask AI what to buy, being invisible means lost demand.

• Organization schemapresent
• Product schemamissing

🔒 The full audit probes ChatGPT, Claude & Perplexity and gives the exact schema to add.