Real ChatGPT answer · index seedEt860pkH1y8completeBeauty and personal care · clean beautyinformational

I have 3b curly hair and need a bond repair treatment that is vegan and cruelty free because my usual products just are not cutting it anymore

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I have 3b curly hair and need a bond repair treatment that is vegan and cruelty free because my usual products just are not cutting it anymore
1 real search · 1 real-search pass
best vegan cruelty-free bond repair treatments for curly 3B hair ingredient claims 2026Google ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
best vegan cruelty-free bond repair treatments for curly 3B hair ingredient claims 2026 Google ↗
  1. Shop at Sephora · sephora.com
  2. Shop at Sephora · sephora.com
  3. bond-care-for-curls · nuelehair.com
  4. clean-bond-care · nuelehair.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best vegan cruelty-free bond repair treatments for curly 3B hair ingredient claims 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1