Can you suggest a budget friendly shampoo for thinning edges that does not contain harsh sulfates or drying alcohols?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you suggest a budget friendly shampoo for thinning edges that does not contain harsh sulfates or drying alcohols?
1 real search · 1 real-search pass
gentle hair care traction alopecia thinning edges shampoo dermatologist advice shampoo cannot regrow edgesGoogle ↗
OBSERVEDReason
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
gentle hair care traction alopecia thinning edges shampoo dermatologist advice shampoo cannot regrow edges Google ↗
- Hair loss: Tips for managing · aad.org
- Hairstyles that pull can lead to hair loss · aad.org
- Finding the Best Shampoo for Hair Loss · health.clevelandclinic.org