Best rank
Best placed #19 in Fashion & Footwear.
What the AIs say
#19 best · 2 of 4 agree“Gemini ranks Reformation highest (avg #20.0 over 2 mentions); Claude is the most sceptical (#25.0).”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank Reformation's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Gemini ranks Reformation highest (avg #20.0 over 2 mentions); Claude is the most sceptical (#25.0).
Gemini
#20.0
avg over 2 mentions · best #19
Claude
#25.0
avg over 2 mentions · best #25
Wins & misses?
Where it leads, where it lags.
Reformation doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #25 in Best silk zip cardigans under 300$.
Top wins
Reformation hasn’t cracked any top-10 list this snapshot.
Where it lags
Rank trajectory?
Weeks of movement.
Across 5 weeks of tracking: 2 intents steady, 1 climbed, 2 slipped. Biggest move: slipped 10 ranks in Best silk zip cardigans under 300$ (now #25).
Act three · ★ new
Do they agree?
Put the two verdicts side by side — every product with its AI rank and its reviewer score — and see where the machines and the buyers line up, and where they don't.
The lineup, reconciled?
Every product — both verdicts.
Cashmere Silk Zip Cardigan is Reformation's most-recommended product, ranking across 1 buyer question, with High & Skinny Jean close behind.
Traits?
The words the panel uses.
AI most often praises Reformation for being "stylish" (2 mentions) and "sustainable" (2).
- stylish2
- sustainable2
- flattering1
- flattering cut1
- flattering fit1
- lightweight1
- quality denim1
- sustainable luxury1
- comfort1
- sustainable production1
- eco-conscious1
Rivals?
Who it competes against.
Reformation and Adidas are neck and neck — 1–2 across 3 shared questions.
- Adidas
Fashion & Footwear
Adidas leads 2–1
Across 3 shared questions
- Patagonia
Fashion & Footwear
Patagonia leads 2–1
Across 3 shared questions
- Everlane
Fashion & Footwear
Everlane leads 3–0
Across 3 shared questions
- J.Crew
Fashion & Footwear
J.Crew leads 3–0
Across 3 shared questions
- Mango
Fashion & Footwear
Reformation leads 2–0
Across 2 shared questions
- Tommy Hilfiger
Fashion & Footwear
Dead even, 1–1
Across 2 shared questions
- Aerie
Fashion & Footwear
Dead even, 1–1
Across 2 shared questions
The recap
Where it stands today.
- FootprintStrongest in Fashion & Footwear (best #19), across 4 buying intents.
- AI verdictGemini ranks Reformation highest (avg #20.0); Claude most sceptical (#25.0).
- TraitsMost often associated with “stylish” (2 mentions) and “sustainable” (2).
- Top productCashmere Silk Zip Cardigan is the most-mentioned Reformation product this snapshot.
- Closest rivalAdidas (1–2 across 3 shared intents).
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