What the AIs say
— best · 1 of 5 agree“Only ChatGPT has placed Fat and the Moon so far this snapshot — average rank #24.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Several AI models read the whole category and rank Fat and the Moon's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only ChatGPT has placed Fat and the Moon so far this snapshot — average rank #24.0 across 1 mention.
ChatGPT
#24.0
avg over 1 mention · best #24
The words the panel uses
AI most often praises Fat and the Moon for being "artisanal" (1 mention) and "minimalist" (1).
- artisanal1
- minimalist1
- sensitive skin1
Wins & misses?
Where it leads, where it lags.
Fat and the Moon doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #24 in Best Natural Deodorants.
Top wins
Fat and the Moon hasn’t cracked any top-10 list this snapshot.
Where it lags
Act three
The lineup, ranked.
Every Fat and the Moon product with its AI rank — reviewer verdicts join the board as coverage lands.
The lineup, reconciled?
Every product — both verdicts.
Deodorant Cream Lavender Citrus is the only Fat and the Moon product the AI assistants have picked so far — showing up in 1 buyer question.
Body Care
Rivals?
Who it competes against.
Fat and the Moon's closest rival is Herbivore Botanicals — and Fat and the Moon comes out ahead in 1 of 1 of the questions they both answer (100%).
- Herbivore BotanicalsBeauty & Personal CareFat and the Moon leads 1–0 · 1 shared · 1 categoryCompare
- AttitudeBeauty & Personal CareFat and the Moon leads 1–0 · 1 shared · 1 categoryCompare
- The Body ShopBeauty & Personal CareFat and the Moon leads 1–0 · 1 shared · 1 categoryCompare
- HelloBeauty & Personal CareFat and the Moon leads 1–0 · 1 shared · 1 categoryCompare
- Arm & HammerBeauty & Personal CareFat and the Moon leads 1–0 · 1 shared · 1 categoryCompare
- Dr. SquatchBeauty & Personal CareDr. Squatch leads 1–0 · 1 shared · 1 categoryCompare
- Malin + GoetzBeauty & Personal CareMalin + Goetz leads 1–0 · 1 shared · 1 categoryCompare
The recap
Where it stands today.
- FootprintAppears in 1 buying intent.
- TraitsMost often associated with “artisanal” (1 mentions) and “minimalist” (1).
- Top productDeodorant Cream Lavender Citrus is the most-mentioned Fat and the Moon product this snapshot.
- Closest rivalHerbivore Botanicals (1–0 across 1 shared intent).