Real ChatGPT answer · index seedOxYEy5y3R7IcompleteBeauty and personal care · clean beautycommercial
Which zero waste shampoo bar brands are truly pH balanced to prevent scalp irritation and hair breakage for people transitioning away from liquid salon formulas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which zero waste shampoo bar brands are truly pH balanced to prevent scalp irritation and hair breakage for people transitioning away from liquid salon formulas?
1 real search · 1 real-search pass
zero waste shampoo bars pH balanced pH range brands Ethique HiBAR Kitsch ingredients soap vs syndetGoogle ↗
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)
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
zero waste shampoo bars pH balanced pH range brands Ethique HiBAR Kitsch ingredients soap vs syndet Google ↗