Real ChatGPT answer · index seedAxu8aNCeXhEcompleteBeauty and personal care · men's groomingcommercial
What are the most recommended dermatologist-backed routines to stop thinning hair in its tracks for men in their late thirties?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most recommended dermatologist-backed routines to stop thinning hair in its tracks for men in their late thirties?
3 real searches · 1 real-search pass
American Academy of Dermatology male pattern hair loss minoxidil finasteride treatment dermatologistGoogle ↗
OBSERVEDReason
FDA finasteride 1 mg male pattern hair loss label adverse effects minoxidil topical 5% menGoogle ↗
OBSERVEDConsequence
male androgenetic alopecia clinical guideline microneedling ketoconazole evidence dermatology 2024Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
American Academy of Dermatology male pattern hair loss minoxidil finasteride treatment dermatologist Google ↗
FDA finasteride 1 mg male pattern hair loss label adverse effects minoxidil topical 5% men Google ↗
male androgenetic alopecia clinical guideline microneedling ketoconazole evidence dermatology 2024 Google ↗
- What is male pattern hair loss, and can it be treated? · aad.org
- Hair loss: Diagnosis and treatment · aad.org
- A Canadian Consensus on Androgenetic Alopecia: Approach and Management - Ian Landells, Eunice Chow, Aditya K. Gupta, Julio C. Jasso Olivares, Thusanth Thuraisingam, Renita Ahluwalia, Jerry K. L. Tan, Michelle Pratt, Geeta Yadav, Quinton Chivers, Noemie Vezina, Tristan Laforest, Elias Raad, Jayden Owen, Nour R. Dayeh, 2025 · journals.sagepub.com
- Hair loss: Diagnosis and treatment · aad.org
- Hair loss: Diagnosis and treatment · aad.org
- Hair Loss: Diagnosis and Treatment · aafp.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology male pattern hair loss minoxidil finasteride treatment dermatologist OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA finasteride 1 mg male pattern hair loss label adverse effects minoxidil topical 5% men OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
male androgenetic alopecia clinical guideline microneedling ketoconazole evidence dermatology 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |