Best Buy
Priority opportunity: AEO
Best Buy's lowest engine is AEO at 20 — a 80-point gap to a perfect score. That is where citability is won or lost first.
Summary
Best Buy at bestbuy.com is a structurally well-established retail entity with confirmed Wikipedia and Wikidata presence (Q533415), active Google Search Console verification, and dense recent editorial coverage from named outlets including Reuters, CNBC, and Bloomberg; however, the homepage carries zero JSON-LD structured data blocks — a confirmed absence that leaves the brand's most-visited page machine-unreadable for AI extraction and rich-result eligibility across its entire product catalog.
The gap, closed.
This report shows the score layer. The full Reflection for Best Buy — 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.