Real ChatGPT answer · index seedDA6AZMRqtE0completeBeauty and personal care · hair careinformational
What is the current consensus among trichologists on using slip-heavy detangling sprays to safely release stubborn matted knots in fine hair?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current consensus among trichologists on using slip-heavy detangling sprays to safely release stubborn matted knots in fine hair?
3 real searches · 1 real-search pass
trichologist advice matted hair detangling spray fine hair knots slip conditioner breakageGoogle ↗
OBSERVEDInstruction
professional dermatology guidance detangling matted hair conditioner wide tooth comb hair breakageGoogle ↗
OBSERVEDInstruction
International Association of Trichologists detangling knots matted hair adviceGoogle ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
trichologist advice matted hair detangling spray fine hair knots slip conditioner breakage Google ↗
professional dermatology guidance detangling matted hair conditioner wide tooth comb hair breakage Google ↗
International Association of Trichologists detangling knots matted hair advice Google ↗
- Dermatologists' top tips for using leave-in conditioner · aad.org
- Hair fragility · uihc.org
- Tips for healthy hair · aad.org
- Hair styling without damage · aad.org
- Hairbrushes: A Guide for Dermatologists · pmc.ncbi.nlm.nih.gov
- Hairbrushes: A Guide for Dermatologists · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
trichologist advice matted hair detangling spray fine hair knots slip conditioner breakage OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
professional dermatology guidance detangling matted hair conditioner wide tooth comb hair breakage OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
International Association of Trichologists detangling knots matted hair advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |