Real ChatGPT answer · index seedM4WrbgvySNIcompleteBeauty and personal care · anti-aginginformational
What is the proper way to patch test new anti aging serums from The Ordinary so I do not destroy my skin barrier before midterms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the proper way to patch test new anti aging serums from The Ordinary so I do not destroy my skin barrier before midterms?
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
The Ordinary official how to patch test skincare products retinoid niacinamide vitamin C acids instructions Google ↗
American Academy of Dermatology patch test new skin care product at home 7 to 10 days Google ↗
- How to test skin care products · aad.org
- How to Patch Test The Ordinary Products · theordinary.com
- Your Definitive Guide to Using Retinoids · theordinary.com
- Your Guide to Layering The Ordinary Skincare · theordinary.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
The Ordinary official how to patch test skincare products retinoid niacinamide vitamin C acids instructions OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy of Dermatology patch test new skin care product at home 7 to 10 days OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |