Real ChatGPT answer · index seedMgrwJeDDN8McompleteBeauty and personal care · anti-aginginformational
Are prescription strength retinoids like tretinoin safe and effective for treating skin texture issues in people over sixty five, or are over the counter retinol products a better choice
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are prescription strength retinoids like tretinoin safe and effective for treating skin texture issues in people over sixty five, or are over the counter retinol products a better choice
3 real searches · 1 real-search pass
tretinoin photoaging older adults safety efficacy skin irritation randomized trial review topical retinoids elderly skinGoogle ↗
OBSERVEDConsequence
American Academy Dermatology retinoid tretinoin retinol wrinkles dry sensitive skin adviceGoogle ↗
OBSERVEDInstruction
NHS topical tretinoin precautions skin irritation sun sensitivityGoogle ↗
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 (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
tretinoin photoaging older adults safety efficacy skin irritation randomized trial review topical retinoids elderly skin Google ↗
American Academy Dermatology retinoid tretinoin retinol wrinkles dry sensitive skin advice Google ↗
NHS topical tretinoin precautions skin irritation sun sensitivity Google ↗
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Improvement of Naturally Aged Skin With Vitamin A (Retinol) | Dermatology | JAMA Dermatology · jamanetwork.com
- Retinoid or retinol? · aad.org
- DailyMed · dailymed.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tretinoin photoaging older adults safety efficacy skin irritation randomized trial review topical retinoids elderly skin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology retinoid tretinoin retinol wrinkles dry sensitive skin advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NHS topical tretinoin precautions skin irritation sun sensitivity OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |