Reformation
Priority opportunity: AEO
Reformation's lowest engine is AEO at 48 — a 52-point gap to a perfect score. That is where citability is won or lost first.
Summary
Reformation (thereformation.com) is a structurally strong sustainable womenswear brand with dense third-party editorial coverage, a confirmed LinkedIn and Crunchbase presence, and a high-organic-acquisition model — but its entity layer carries two critical gaps: no confirmed standalone Wikipedia article and no directly verified Wikidata Q-ID from a wikidata.org URL, weakening its structured-entity foundation precisely as it prepares for a NYSE IPO under ticker 'REF.' Its on-site structured data footprint is unconfirmed beyond basic Organization markup, leaving Product and BreadcrumbList schema gaps across a catalog that spans dresses, denim, footwear, and demi-fine jewelry.
The gap, closed.
This report shows the score layer. The full Reflection for Reformation — 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.