How do I set up and use an anti aging LED light therapy device safely on rosacea prone dry skin without causing a massive flare up today
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I set up and use an anti aging LED light therapy device safely on rosacea prone dry skin without causing a massive flare up today
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
LED light therapy rosacea safety red light photobiomodulation dermatology evidence photosensitivity device instructions Google ↗
American Academy Dermatology rosacea skin care avoid heat irritation gentle cleanser moisturizer sunscreen Google ↗
- Rosacea: Diagnosis and treatment · aad.org
- 7 rosacea skin care tips dermatologists recommend · aad.org
- How to prevent rosacea flare-ups · aad.org
- Is red light therapy right for your skin? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LED light therapy rosacea safety red light photobiomodulation dermatology evidence photosensitivity device instructions OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology rosacea skin care avoid heat irritation gentle cleanser moisturizer sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |