Real ChatGPT answer · index seedbyfJeo9r0K4completeBeauty and personal care · hair removalcommercial
What are the best dermatologist recommended treatments for stubborn bikini line shaving bumps that I can safely retail to my salon clients who prefer traditional shaving?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best dermatologist recommended treatments for stubborn bikini line shaving bumps that I can safely retail to my salon clients who prefer traditional shaving?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy of Dermatology razor bumps shaving tips ingrown hairs treatment salicylic acid glycolic acid Google ↗
dermatologist advice pseudofolliculitis pubic area folliculitis when to see doctor ingrown hairs Google ↗
- View product · sephora.com
- View product · cvs.com
- View product · ulta.com
- View product · target.com
- View product · target.com
- Folliculitis · dermatology.ca
- NYU Langone Skin Expert Offers Practical Advice and Best Practices for Dealing with Ingrown Hair or “Razor Bumps” · nyulangone.org
- 6 razor bump prevention tips from dermatologists · aad.org
- How to prevent razor bumps · aad.org
- Acne-like breakouts could be folliculitis · aad.org
- Folliculitis: MedlinePlus Medical Encyclopedia · medlineplus.gov
- Ingrown hairs · nhs.uk
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology razor bumps shaving tips ingrown hairs treatment salicylic acid glycolic acid OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
dermatologist advice pseudofolliculitis pubic area folliculitis when to see doctor ingrown hairs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |