Amazon
Priority opportunity: AEO
Amazon's lowest engine is AEO at 72 — a 28-point gap to a perfect score. That is where citability is won or lost first.
Summary
Amazon at amazon.com holds near-complete GEO entity signals — confirmed Wikipedia article, Wikidata Q3884, Google Knowledge Panel, dense authoritative citations, and consistent cross-source identity — making its entity layer structurally strong; the primary verifiable gaps are in answer-first content architecture across category and help pages, incomplete sameAs schema linkage on the Organization entity layer, and the structural challenge of AI-native shopping interfaces (Rufus, Alexa for Shopping) that bypass traditional search-indexed content, creating a content discoverability gap for AI-mediated retail queries.
The gap, closed.
This report shows the score layer. The full Reflection for Amazon — 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.