I need a comprehensive guide on reducing neck wrinkle lines for my aesthetic practice newsletter, focusing on topical preventive care rather than invasive surgical options.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a comprehensive guide on reducing neck wrinkle lines for my aesthetic practice newsletter, focusing on topical preventive care rather than invasive surgical options.
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 retinoid wrinkles sunscreen photoaging skin care neck wrinkles topical evidence Google ↗
topical tretinoin photoaging randomized controlled trials neck skin irritation dermatology review Google ↗
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- An Updated Review of Topical Tretinoin in Dermatology: From Acne and Photoaging to Skin Cancer · pmc.ncbi.nlm.nih.gov
- Wrinkle remedies · aad.org
- How to select anti-aging skin care products · aad.org
- How dermatologists treat sun-damaged skin · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology retinoid wrinkles sunscreen photoaging skin care neck wrinkles topical evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
topical tretinoin photoaging randomized controlled trials neck skin irritation dermatology review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |