Real ChatGPT answer · index seedJSTkbzbR7b8completeBeauty and personal care · hair removalcommercial
Is it too late to cancel my laser appointment if I realized I used retinol last night, and what are the urgent risks I should worry about?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it too late to cancel my laser appointment if I realized I used retinol last night, and what are the urgent risks I should worry about?
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). 1 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
retinoid retinol before laser hair removal resurfacing treatment discontinue guidance dermatology Google ↗
laser treatment retinol recent use risks burns hyperpigmentation dermatology clinic guidance Google ↗
- Laser Treatments - Care Instructions · raodermatology.com
- Laser hair removal: Preparation · aad.org
- Pre/Post Laser Hair Removal · dralisonblack.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
retinoid retinol before laser hair removal resurfacing treatment discontinue guidance dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
laser treatment retinol recent use risks burns hyperpigmentation dermatology clinic guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |