How do I adjust the depth settings on my adjustable microneedling pen when treating delicate skin around the mouth and lip lines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I adjust the depth settings on my adjustable microneedling pen when treating delicate skin around the mouth and lip lines?
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
FDA microneedling devices safety risks face around lips depth professional guidance Google ↗
American Academy Dermatology microneedling risks delicate skin perioral area Google ↗
- Microneedling Devices · fda.gov
- Microneedling - StatPearls · ncbi.nlm.nih.gov
- Microneedling can fade scars, uneven skin tone, and more · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA microneedling devices safety risks face around lips depth professional guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology microneedling risks delicate skin perioral area OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |