What the AIs say
— best · 1 of 4 agree“Only ChatGPT has placed Clean so far this snapshot — average rank #21.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank Clean's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only ChatGPT has placed Clean so far this snapshot — average rank #21.0 across 1 mention.
ChatGPT
#21.0
avg over 1 mention · best #21
Wins & misses?
Where it leads, where it lags.
Clean doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #21 in Best Clean Perfumes.
Top wins
Clean hasn’t cracked any top-10 list this snapshot.
Where it lags
Rank trajectory?
Weeks of movement.
Across 3 weeks of tracking: 2 intents steady, 0 climbed, 1 slipped. Biggest move: slipped 17 ranks in Best Clean Perfumes (now #21).
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.
Classic Warm Cotton Eau de Parfum is the only Clean product the AI assistants have picked so far — showing up in 1 buyer question.
Traits?
The words the panel uses.
AI most often praises Clean for being "cotton" (1 mention) and "easywear" (1).
- cotton1
- easywear1
- laundry fresh1
Rivals?
Who it competes against.
Clean's closest rival is Maison Francis Kurkdjian — and Clean comes out ahead in 1 of 1 of the questions they both answer (100%).
- Maison Francis Kurkdjian
Beauty & Personal Care
Clean leads 1–0
Across 1 shared question
- Aera Labs
Beauty & Personal Care
Clean leads 1–0
Across 1 shared question
- L'Artisan Parfumeur
Beauty & Personal Care
Clean leads 1–0
Across 1 shared question
- 19-69
Beauty & Personal Care
Clean leads 1–0
Across 1 shared question
- Kayali
Beauty & Personal Care
Clean leads 1–0
Across 1 shared question
- Nemat
Beauty & Personal Care
Clean leads 1–0
Across 1 shared question
- The Nue Co
Beauty & Personal Care
Clean leads 1–0
Across 1 shared question
The recap
Where it stands today.
- FootprintAppears in 1 buying intent.
- TraitsMost often associated with “cotton” (1 mentions) and “easywear” (1).
- Top productClassic Warm Cotton Eau de Parfum is the most-mentioned Clean product this snapshot.
- Closest rivalMaison Francis Kurkdjian (1–0 across 1 shared intent).