McDonald's
Priority opportunity: AEO
McDonald's'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
McDonald's at mcdonalds.com is a structurally strong global QSR entity with a confirmed Wikidata record (Q38076), a standalone Wikipedia article, dense third-party editorial coverage, and a robust loyalty and digital ecosystem — all of which support high GEO readiness. The most verifiable structural gaps are the absence of confirmed MenuItem/Menu schema on mcdonalds.com location and menu pages (a critical miss for a restaurant chain competing on dish-level queries), and the lack of answer-first, question-structured content on the consumer site that would make individual pages extractable as direct answers to natural-language food and value queries.
The gap, closed.
This report shows the score layer. The full Reflection for McDonald's — 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.