Can you evaluate the safety risks of using a cheap dermaroller purchased online versus a medical grade microneedling device for home anti aging care?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you evaluate the safety risks of using a cheap dermaroller purchased online versus a medical grade microneedling device for home anti aging care?
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 home use risks infection scarring pigmentation OTC devices Google ↗
American Academy Dermatology microneedling at home dermaroller risks Google ↗
- Microneedling Devices · fda.gov
- Microneedling Devices: Getting to the Point on Benefits, Risks and Safety · fda.gov
- Microneedling can fade scars, uneven skin tone, and more · aad.org
- Five unsafe skin care trends to avoid · aad.org
- Potential Risks with Certain Uses of Radiofrequency (RF) Microneedling – FDA Safety Communication · fda.gov
- Potential Risks with Certain Uses of Radiofrequency (RF) Microneedling – FDA Safety Communication · fda.gov
- Safety Profile for Microneedling: A Systematic Review. · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA microneedling devices home use risks infection scarring pigmentation OTC devices OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology microneedling at home dermaroller risks OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |