Real ChatGPT answer · index seeduw8kq4W1OUccompleteBeauty and personal care · men's groomingcommercial
My husband needs a new shaving routine because his neck is constantly red and irritated. What are the best products to stop razor burn for sensitive skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband needs a new shaving routine because his neck is constantly red and irritated. What are the best products to stop razor burn for sensitive skin?
1 real search · 1 real-search pass
dermatologist recommendations razor burn sensitive skin shaving technique fragrance free moisturizer ingrown hairsGoogle ↗
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 (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 recommendations razor burn sensitive skin shaving technique fragrance free moisturizer ingrown hairs Google ↗
- 6 razor bump prevention tips from dermatologists · aad.org
- Shaving · dermnetnz.org
- Razor Burn: Causes & Treatment · my.clevelandclinic.org
- Ingrown hair - Diagnosis and treatment · mayoclinic.org
- Skin care tips for men · aad.org