What the AIs say
— best · 1 of 4 agree“Only ChatGPT has placed Tan Physics so far this snapshot — average rank #18.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank Tan Physics's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only ChatGPT has placed Tan Physics so far this snapshot — average rank #18.0 across 1 mention.
ChatGPT
#18.0
avg over 1 mention · best #18
Wins & misses?
Where it leads, where it lags.
Rank trajectory?
Weeks of movement.
Across 2 weeks of tracking: 0 intents steady, 1 climbed, 0 slipped. Biggest move: climbed 3 ranks in Best Self-Tanners (now #18).
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.
True Color Sunless Tanner is the only Tan Physics product the AI assistants have picked so far — showing up in 1 buyer question.
Traits?
The words the panel uses.
AI most often praises Tan Physics for being "lotion" (1 mention) and "medium-build" (1).
- lotion1
- medium-build1
- natural1
Rivals?
Who it competes against.
Tan Physics's closest rival is Dior — and Tan Physics comes out ahead in 1 of 1 of the questions they both answer (100%).
- Dior
Beauty & Personal Care
Tan Physics leads 1–0
Across 1 shared question
- Ulta Beauty Collection
Beauty & Personal Care
Tan Physics leads 1–0
Across 1 shared question
- Neutrogena
Beauty & Personal Care
Tan Physics leads 1–0
Across 1 shared question
- Self Glow by JBRONZE
Beauty & Personal Care
Tan Physics leads 1–0
Across 1 shared question
- Rimmel
Beauty & Personal Care
Tan Physics leads 1–0
Across 1 shared question
- Hawaiian Tropic
Beauty & Personal Care
Tan Physics leads 1–0
Across 1 shared question
- Supergoop!
Beauty & Personal Care
Tan Physics leads 1–0
Across 1 shared question
The recap
Where it stands today.
- FootprintAppears in 1 buying intent.
- TraitsMost often associated with “lotion” (1 mentions) and “medium-build” (1).
- Top productTrue Color Sunless Tanner is the most-mentioned Tan Physics product this snapshot.
- Closest rivalDior (1–0 across 1 shared intent).