Real ChatGPT answer · index seedAfGwuNmG2TAcompleteBeauty and personal care · anti-aginginformational
Can I safely use a 1.5 millimeter microneedling roller at home tonight on my deep forehead wrinkles or will I ruin my skin barrier?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I safely use a 1.5 millimeter microneedling roller at home tonight on my deep forehead wrinkles or will I ruin my skin barrier?
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
ChatGPT2 real searches · gpt-6
American Academy of Dermatology microneedling at home risks needles dermatologist home microneedling Google ↗
FDA microneedling devices at home risks infection scarring 1.5 mm Google ↗
- Microneedling can fade scars, uneven skin tone, and more · aad.org
- Microneedling Devices · fda.gov
- Microneedling | Fact Sheets · yalemedicine.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology microneedling at home risks needles dermatologist home microneedling OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FDA microneedling devices at home risks infection scarring 1.5 mm OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |