Are home microneedling rollers actually safe to use on my face tonight or should I just book a professional clinic appointment instead?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are home microneedling rollers actually safe to use on my face tonight or should I just book a professional clinic appointment instead?
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).
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA microneedling devices at home risks infection scarring official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy of Dermatology microneedling at home risks dermatologist OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |