Which ingredient is less irritating for daily use on mature skin, granactive retinoid from The Ordinary or encapsulated retinol from other brands?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which ingredient is less irritating for daily use on mature skin, granactive retinoid from The Ordinary or encapsulated retinol from other brands?
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
The Ordinary Granactive Retinoid 2% emulsion hydroxypinacolone retinoate evidence irritation retinol encapsulated dermatology review mature skin Google ↗
encapsulated retinol irritation controlled release evidence dermatology review retinoid sensitive skin Google ↗
- A Comprehensive Review of the Strategies to Reduce Retinoid-Induced Skin Irritation in Topical Formulation · pubmed.ncbi.nlm.nih.gov
- Use of Retinoids in Topical Antiaging Treatments: A Focused Review of Clinical Evidence for Conventional and Nanoformulations · pmc.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- Best Retinol for Sensitive Skin (2026): Gentle Picks · retinolroom.com
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
The Ordinary Granactive Retinoid 2% emulsion hydroxypinacolone retinoate evidence irritation retinol encapsulated dermatology review mature skin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
encapsulated retinol irritation controlled release evidence dermatology review retinoid sensitive skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |