im looking for cheap ways to reduce vertical lip lines at home without wasting money on expensive anti aging gadgets that fail
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
im looking for cheap ways to reduce vertical lip lines at home without wasting money on expensive anti aging gadgets that fail
1 real search · 1 real-search pass
dermatologist evidence at-home treatment vertical lip lines retinoid sunscreen hyaluronic acid peptides microneedling risksGoogle ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
dermatologist evidence at-home treatment vertical lip lines retinoid sunscreen hyaluronic acid peptides microneedling risks Google ↗
- View product · ulta.com
- View product · walmart.com
- View product · walmart.com
- Microneedling can fade scars, uneven skin tone, and more · aad.org
- Microneedling Devices: Getting to the Point on Benefits, Risks and Safety · fda.gov
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- Retinoid or retinol? · aad.org
- Lip Lines: Vertical Lip Wrinkles, Causes, Filler & other Treatments · my.clevelandclinic.org