CeraVe
Priority opportunity: AEO
CeraVe's lowest engine is AEO at 41 — a 59-point gap to a perfect score. That is where citability is won or lost first.
Summary
CeraVe at cerave.com demonstrates strong structural readiness across all three pillars — confirmed Wikipedia article, Wikidata entity (Q23731275), verified Search Console and Bing Webmaster Tools, HTTPS, clean crawl signals, and dense authoritative editorial citations from Allure, Vogue, and Glamour — but its on-page structured data is limited to Organization/ContactPoint/PostalAddress with no confirmed Product, BreadcrumbList, or HowTo schema on SKU or tutorial pages, and its FAQ page at cerave.com/faqs lacks confirmed FAQPage JSON-LD markup, leaving extractable answer architecture structurally incomplete for AI and voice-search engines.
The gap, closed.
This report shows the score layer. The full Reflection for CeraVe — 9 prioritized findings across AEO, GEO, and SEO, a foundational discoverability checklist, and a sequenced action plan — comes with an engagement.
Mirror measures the gap. Mirror Studio closes it — the studio's delivery arm, run by Daniels AI. Five departments, each a seat staffed by people or agents:
- On-Site Architecture — answer-first pages, structured specs, schema depth
- Content & Copy — writing built to be the cited answer
- Earned Coverage — the third-party sources AI trusts
- Platform & Entity — Wikidata, the Knowledge Graph, the foundational checklist
- Shadow — your score, tracked over time
CC BY 4.0 · Produced with Mirror.