Are cheaper alternatives to preventative botox like facial massage tools worth my time or is it a waste of money when trying to fix expression lines
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are cheaper alternatives to preventative botox like facial massage tools worth my time or is it a waste of money when trying to fix expression 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). 2 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 wrinkles prevention retinoid sunscreen expression lines botulinum toxin evidence facial massage Google ↗
facial massage gua sha wrinkles clinical evidence systematic review expression lines Google ↗
- Wrinkle remedies · aad.org
- Retinoid or retinol? · aad.org
- Botulinum toxin therapy: FAQs · aad.org
- Botulinum toxin therapy: Overview · aad.org
- Botulinum Toxin (Botox) for Facial Wrinkles · aao.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology wrinkles prevention retinoid sunscreen expression lines botulinum toxin evidence facial massage OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
facial massage gua sha wrinkles clinical evidence systematic review expression lines OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |