Are prescription neck firming creams from a dermatologist better than over the counter options from sephora
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are prescription neck firming creams from a dermatologist better than over the counter options from sephora
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
dermatologist prescription tretinoin photoaging randomized trial wrinkles collagen evidence neck skin topical retinoids review Google ↗
over the counter neck firming creams peptides retinol evidence dermatology review Google ↗
- Long-term efficacy and safety of tretinoin emollient cream 0.05% in the treatment of photodamaged facial skin: a two-year, randomized, placebo-controlled trial. · pubmed.ncbi.nlm.nih.gov
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Many ways to firm sagging skin · aad.org
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist prescription tretinoin photoaging randomized trial wrinkles collagen evidence neck skin topical retinoids review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
over the counter neck firming creams peptides retinol evidence dermatology review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |