Real ChatGPT answer · index seedONzEaFybNZ0completeBeauty and personal care · hair removalinformational
What is the actual science behind how at home ipl devices target hair follicles and do they work on lighter hair colors
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the actual science behind how at home ipl devices target hair follicles and do they work on lighter hair colors
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 effectiveness blonde red grey hair melanin dermatology evidence selective photothermolysis Google ↗
American Academy Dermatology laser hair removal blonde white gray red hair melanin IPL 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
- Laser hair removal · mayoclinic.org
- Home-based devices in dermatology: a systematic review of safety and efficacy · pmc.ncbi.nlm.nih.gov
- Light-based home-use devices for hair removal: Why do they work and how effective they are? · pubmed.ncbi.nlm.nih.gov
- A systematic review of light-based home-use devices for hair removal and considerations on human safety · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
at-home IPL hair removal effectiveness blonde red grey hair melanin dermatology evidence selective photothermolysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology laser hair removal blonde white gray red hair melanin IPL OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |