Real ChatGPT answer · index seedhyOsyrsEMTMcompleteBeauty and personal care · salons and spascommercial
Which professional grade post shave serums actually work to prevent razor burn and stubborn ingrown hairs on sensitive neck skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which professional grade post shave serums actually work to prevent razor burn and stubborn ingrown hairs on sensitive neck skin?
1 real search · 1 real-search pass
dermatologist advice pseudofolliculitis barbae shaving neck ingrown hairs salicylic acid sensitive skin product ingredientsGoogle ↗
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
dermatologist advice pseudofolliculitis barbae shaving neck ingrown hairs salicylic acid sensitive skin product ingredients Google ↗
- Shop at Sephora · sephora.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at Sephora · sephora.com
- Shop at Target · target.com
- Shop at Walmart · walmart.com
- Pseudofolliculitis Barbae - Dermatology · merckmanuals.com
- Pseudofolliculitis Barbae (Razor Bumps): Images and Management · dermnetnz.org
- 6 razor bump prevention tips from dermatologists · aad.org
- DERMATOLOGIC CONDITIONS IN SKIN OF COLOR · aafp.org
- Pseudofolliculitis Barbae · jamanetwork.com