KARL LAGERFELD

• Largest Contentful Paint16.09s poor
• Cumulative Layout Shift0.039 good

1,250+ products with no visible differentiation or filtering frictioncritical

The store hosts 1,250+ products across 220 collections with a massive price range ($18–$3,701), yet the product sample shows zero variant-level distinction (e.g., multiple 'Logo thong' SKUs at identical $30 prices differing only by color). No evidence of advanced filtering, faceting, or size/fit guidance appears in the homepage structure or product architecture.

Buyers cannot efficiently narrow choices in a luxury multi-category catalog, driving high bounce rates and cart abandonment before checkout.

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

Is KARL LAGERFELD visible to AI shopping assistants?

✗ Not mentioned by Claude when asked “What are the best designer fashion 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.