Best rank
Beauty & Personal Care
its strongest board, overall
What the AIs say
#12 best · 2 of 4 agree“perplexity ranks InnBeauty Project highest (avg #15.5 over 2 mentions); ChatGPT is the most sceptical (#27.0).”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank InnBeauty Project's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
perplexity ranks InnBeauty Project highest (avg #15.5 over 2 mentions); ChatGPT is the most sceptical (#27.0).
perplexity
#15.5
avg over 2 mentions · best #12
ChatGPT
#27.0
avg over 1 mention · best #27
Wins & misses?
Where it leads, where it lags.
InnBeauty Project doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #27 in Best Niacinamide Serums.
Top wins
InnBeauty Project hasn’t cracked any top-10 list this snapshot.
Where it lags
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.
Glaze Lip Oil is InnBeauty Project's most-recommended product, ranking across 1 buyer question, with Extreme Cream Brightening + Barrier Serum close behind.
Traits?
The words the panel uses.
AI most often praises InnBeauty Project for being "barrier" (1 mention) and "fun shades" (1).
- barrier1
- fun shades1
- glassy1
- glow1
- high shine[1]1
- nourishing1
- plumping1
- plumping effect1
- sheer tint1
Rivals?
Who it competes against.
InnBeauty Project and Tower 28 are neck and neck — 1–1 across 3 shared questions.
- Tower 28Beauty & Personal CareEven 1–1 · 3 shared · 2 categoriesCompare
- E.L.F. CosmeticsBeauty & Personal CareE.L.F. Cosmetics leads 3–0 · 3 shared · 2 categoriesCompare
- Summer FridaysBeauty & Personal CareSummer Fridays leads 3–0 · 3 shared · 2 categoriesCompare
- VersedBeauty & Personal CareEven 1–1 · 2 shared · 2 categoriesCompare
- Drunk ElephantBeauty & Personal CareEven 1–1 · 2 shared · 2 categoriesCompare
- SaieBeauty & Personal CareInnBeauty Project leads 2–0 · 2 shared · 1 categoryCompare
- E.L.FBeauty & Personal CareEven 1–1 · 2 shared · 1 categoryCompare
The recap
Where it stands today.
- FootprintStrongest in Beauty & Personal Care (best #12), across 3 buying intents.
- AI verdictperplexity ranks InnBeauty Project highest (avg #15.5); ChatGPT most sceptical (#27.0).
- TraitsMost often associated with “barrier” (1 mentions) and “fun shades” (1).
- Top productGlaze Lip Oil is the most-mentioned InnBeauty Project product this snapshot.
- Closest rivalTower 28 (1–1 across 3 shared intents).
browse InnBeauty Project in these categories