I am designing a training manual for our new estheticians on how to shave properly for sensitive skin without causing razor burn, so what are the latest dermatologist-recommended steps?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am designing a training manual for our new estheticians on how to shave properly for sensitive skin without causing razor burn, so what are the latest dermatologist-recommended steps?
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
2026 dermatologist recommended shaving sensitive skin razor burn AAD shaving tips direction hair growth warm water moisturizer Google ↗
American Academy of Dermatology shaving tips prevent razor bumps sensitive skin dermatologists Google ↗
- Hair removal: How to shave · aad.org
- How to prevent razor bumps · aad.org
- Razor bump remedies for men with darker skin tones · aad.org
- Shaving · dermnetnz.org
- Skin care tips for men · aad.org
- Pseudofolliculitis Barbae | Hair Disorders | JAMA Dermatology · jamanetwork.com
- Razor Burn: Causes & Treatment · my.clevelandclinic.org
- How To Shave: Steps and Tips · health.clevelandclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 dermatologist recommended shaving sensitive skin razor burn AAD shaving tips direction hair growth warm water moisturizer OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy of Dermatology shaving tips prevent razor bumps sensitive skin dermatologists OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |