Costco
Priority opportunity: AEO
Costco's lowest engine is AEO at 62 — a 38-point gap to a perfect score. That is where citability is won or lost first.
Summary
Costco at costco.com is a structurally strong retail entity with a confirmed Wikidata record (Q715583), a standalone Wikipedia article, a Crunchbase profile, active LinkedIn pages, and dense authoritative editorial coverage — giving it a well-formed GEO entity layer. The primary verifiable gaps are the absence of confirmed Product schema on SKU-level pages and LocalBusiness schema across its 933 warehouse locations, both of which limit structured-data extractability for answer engines and rich-result eligibility at scale.
The gap, closed.
This report shows the score layer. The full Reflection for Costco — 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.