Best rank
Best placed #17 in Beauty & Personal Care.
What the AIs say
#17 best · 2 of 4 agree“ChatGPT ranks Pattern highest (avg #17.0 over 1 mention); perplexity is the most sceptical (#23.0).”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank Pattern's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
ChatGPT ranks Pattern highest (avg #17.0 over 1 mention); perplexity is the most sceptical (#23.0).
ChatGPT
#17.0
avg over 1 mention · best #17
perplexity
#23.0
avg over 2 mentions · best #22
Wins & misses?
Where it leads, where it lags.
Pattern doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #24 in Best Shampoos for Dry Hair.
Top wins
Pattern 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.
Hydration Shampoo is Pattern's most-recommended product, ranking across 1 buyer question, with Treatment Mask close behind.
Hair Care
Traits?
The words the panel uses.
AI most often praises Pattern for being "coils" (1 mention) and "coily & curly" (1).
- coils1
- coily & curly1
- curls1
- definition1
- detangling1
- hydration1
- intense moisture1
- moisture1
- slip1
Rivals?
Who it competes against.
Pattern and Virtue are neck and neck — 1–1 across 2 shared questions.
- Virtue
Beauty & Personal Care
Dead even, 1–1
Across 2 shared questions
- Nexxus
Beauty & Personal Care
Dead even, 1–1
Across 2 shared questions
- Joico
Beauty & Personal Care
Dead even, 1–1
Across 2 shared questions
- Maui Moisture
Beauty & Personal Care
Dead even, 1–1
Across 2 shared questions
- Dove
Beauty & Personal Care
Dead even, 1–1
Across 2 shared questions
- Vegamour
Beauty & Personal Care
Dead even, 1–1
Across 2 shared questions
- Garnier
Beauty & Personal Care
Dead even, 1–1
Across 2 shared questions
The recap
Where it stands today.
- FootprintStrongest in Beauty & Personal Care (best #17), across 2 buying intents.
- AI verdictChatGPT ranks Pattern highest (avg #17.0); perplexity most sceptical (#23.0).
- TraitsMost often associated with “coils” (1 mentions) and “coily & curly” (1).
- Top productHydration Shampoo is the most-mentioned Pattern product this snapshot.
- Closest rivalVirtue (1–1 across 2 shared intents).
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