Priority opportunity: AEO
Google's lowest engine is AEO at 74 — a 26-point gap to a perfect score. That is where citability is won or lost first.
Summary
Google LLC at google.com holds an exceptionally strong structural foundation — confirmed Wikidata entity (Q95), standalone Wikipedia article, Knowledge Graph panel, dense authoritative citations, and consistent cross-source entity identity — yet faces two verifiable structural gaps: google.com's own homepage schema markup deployment cannot be confirmed as comprehensive beyond basic Organization (no third-party audit surfaced this run confirming Product, BreadcrumbList, or HowTo types sitewide), and the May 2026 deprecation of FAQ rich results removes a previously relied-upon SERP feature, requiring a content-architecture pivot toward answer-first page structures that serve AI extraction without depending on deprecated markup for SERP display. The brand's most urgent structural opportunity is deepening answer-first content architecture across its product and developer pages to maximize extractability by generative engines now that FAQ rich results are gone.
The gap, closed.
This report shows the score layer. The full Reflection for Google — 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.