Real ChatGPT answer · index seedNwtlOouqct0completeBeauty and personal care · hair removalinformational
How many sessions does it realistically take to see permanent hair reduction with an at-home IPL device?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How many sessions does it realistically take to see permanent hair reduction with an at-home IPL device?
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
at-home IPL hair removal how many treatments initial phase maintenance dermatology guidance Google ↗
FDA home use IPL hair removal permanent hair reduction definition safety Google ↗
- Evaluation and Treatment of Hirsutism in Premenopausal Women: An Endocrine Society* Clinical Practice Guideline | The Journal of Clinical Endocrinology & Metabolism · academic.oup.com
- 6 ways to remove unwanted hair · aad.org
- 001_510k K summary · accessdata.fda.gov
- Does hair grow back after IPL? · usa.philips.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
at-home IPL hair removal how many treatments initial phase maintenance dermatology guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA home use IPL hair removal permanent hair reduction definition safety OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |