My new LED light therapy mask arrived and I have no idea how long the session should last or what skincare products I am allowed to put on underneath it right now
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My new LED light therapy mask arrived and I have no idea how long the session should last or what skincare products I am allowed to put on underneath it right now
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
American Academy of Dermatology LED light therapy at home mask safety photosensitivity skincare products instructions Google ↗
FDA LED light therapy face mask home use safety eye protection photosensitizing medications Google ↗
- Is red light therapy right for your skin? · aad.org
- LED Light Therapy: How It Works, Colors, Benefits & Risks · my.clevelandclinic.org
- Photobiomodulation: Seeing the light · staging.aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology LED light therapy at home mask safety photosensitivity skincare products instructions OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA LED light therapy face mask home use safety eye protection photosensitizing medications OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |