Real ChatGPT answer · index seed4v476WG7IiAcompleteBeauty and personal care · hair careinformational
What are some dermatologist recommended leave in conditioners that actually repair heat damaged ends instead of just temporarily masking them?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are some dermatologist recommended leave in conditioners that actually repair heat damaged ends instead of just temporarily masking them?
1 real search · 1 real-search pass
dermatologist recommended leave-in conditioners heat damaged hair bond repair evidence dermatologist advice split ends hair shaft repairGoogle ↗
OBSERVEDConsequence
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
dermatologist recommended leave-in conditioners heat damaged hair bond repair evidence dermatologist advice split ends hair shaft repair Google ↗
- K18 official website · k18hair.com
- Redken product details · redken.com
- Living Proof product details · livingproof.com
- Dermatologists' top tips for using leave-in conditioner · aad.org
- Shampoo and Conditioners: What a Dermatologist Should Know? · pmc.ncbi.nlm.nih.gov
- Examining Bond-Building Hair Care Treatments · dermatologytimes.com
- Hair styling without damage · aad.org