Can looking down at my laptop all day really cause permanent neck wrinkles and how do I stop it?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can looking down at my laptop all day really cause permanent neck wrinkles and how do I stop it?
1 real search · 1 real-search pass
dermatologist advice neck wrinkles tech neck posture prevention retinoid sunscreen American Academy of DermatologyGoogle ↗
OBSERVEDInstruction
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 advice neck wrinkles tech neck posture prevention retinoid sunscreen American Academy of Dermatology Google ↗
- Wrinkle remedies · aad.org
- Wrinkles - Symptoms and causes · mayoclinic.org
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
- Retinoid or retinol? · aad.org
- How dermatologists treat sun-damaged skin · aad.org