Beauty & Personal Care
its home category
What the AIs say
#68 best · 2 of 6 agree“ChatGPT ranks b.tan highest (avg #1.0 over 1 mention); Perplexity is the most sceptical (#15.0).”
synthesised · the AI panel
Act one
What the machines think.
Several AI models read the whole category and rank b.tan's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
ChatGPT ranks b.tan highest (avg #1.0 over 1 mention); Perplexity is the most sceptical (#15.0).
ChatGPT
#1.0
avg over 1 mention · best #1
Perplexity
#15.0
avg over 1 mention · best #15
The words the panel uses
AI most often praises b.tan for being "vegan" (2 mentions) and "budget" (1).
- vegan2
- budget1
- deep color1
- fast development1
- gradual1
- low-maintenance1
Wins & misses?
Where it leads, where it lags.
b.tan owns the leaderboards: 1 #1 finish this snapshot, no top-tier intents below #10.
Top wins
Where it lags
No misses below #20 — b.tan is a top-tier presence everywhere it appears.
Rank trajectory?
Weeks of movement.
Across 8 weeks of tracking: 0 intents steady, 1 climbed, 0 slipped. Biggest move: climbed 6 ranks in Best Self-Tanners (now #1).
Act three
The lineup, ranked.
Every b.tan product with its AI rank — reviewer verdicts join the board as coverage lands.
The lineup, reconciled?
Every product — both verdicts.
Forever + Ever Gradual Self Tan Lotion is b.tan's most-recommended product, ranking across 1 buyer question, with Love at First Tan Self-Tanning Mousse close behind.
Rivals?
Who it competes against.
b.tan's closest rival is Neutrogena — and b.tan comes out ahead in 1 of 1 of the questions they both answer (100%).
- NeutrogenaBeauty & Personal Careb.tan leads 1–0 · 1 shared · 1 categoryCompare
- CliniqueBeauty & Personal Careb.tan leads 1–0 · 1 shared · 1 categoryCompare
- Drunk ElephantBeauty & Personal Careb.tan leads 1–0 · 1 shared · 1 categoryCompare
- CoolaBeauty & Personal Careb.tan leads 1–0 · 1 shared · 1 categoryCompare
- Kate SomervilleBeauty & Personal Careb.tan leads 1–0 · 1 shared · 1 categoryCompare
- Supergoop!Beauty & Personal Careb.tan leads 1–0 · 1 shared · 1 categoryCompare
- DoveBeauty & Personal Careb.tan leads 1–0 · 1 shared · 1 categoryCompare
The recap
Where it stands today.
- FootprintStrongest in Beauty & Personal Care (best single-question rank #1), across 1 buying intent.
- AI verdictChatGPT ranks b.tan highest (avg #1.0); Perplexity most sceptical (#15.0).
- TraitsMost often associated with “vegan” (2 mentions) and “budget” (1).
- Top productForever + Ever Gradual Self Tan Lotion is the most-mentioned b.tan product this snapshot.
- Closest rivalNeutrogena (1–0 across 1 shared intent).
browse b.tan in these categories