Real ChatGPT answer · index seed8RiGnKKc6BscompleteBeauty and personal care · clean beautycomparison
What are the most effective clean beauty alternatives to prescription tretinoin for someone wanting to smooth fine lines while treating adult acne?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective clean beauty alternatives to prescription tretinoin for someone wanting to smooth fine lines while treating adult acne?
3 real searches · 1 real-search pass
evidence topical bakuchiol fine wrinkles acne clinical trial comparison retinol studyGoogle ↗
OBSERVEDComparison
American Academy Dermatology adult acne azelaic acid salicylic acid retinoids recommendationsGoogle ↗
OBSERVEDInstruction
FDA cosmetic bakuchiol evidence anti aging acne dermatology azelaic acidGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
evidence topical bakuchiol fine wrinkles acne clinical trial comparison retinol study Google ↗
American Academy Dermatology adult acne azelaic acid salicylic acid retinoids recommendations Google ↗
FDA cosmetic bakuchiol evidence anti aging acne dermatology azelaic acid Google ↗
- Prospective, randomized, double-blind assessment of topical bakuchiol and retinol for facial photoageing · pubmed.ncbi.nlm.nih.gov
- Human Clinical Trials Using Topical Bakuchiol Formulations for the Treatment of Skin Disorders: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Acne clinical guideline · aad.org
- Guidelines of care for the management of acne vulgaris · pubmed.ncbi.nlm.nih.gov
- Adult acne treatment dermatologists recommend · aad.org
- Acne: Diagnosis and treatment · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence topical bakuchiol fine wrinkles acne clinical trial comparison retinol study OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology adult acne azelaic acid salicylic acid retinoids recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA cosmetic bakuchiol evidence anti aging acne dermatology azelaic acid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |