My skin is flaking off my nose today due to retinol irritation. Should I switch from The Inkey List Retinol to CeraVe Resurfacing Retinol Serum to stop the peeling?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My skin is flaking off my nose today due to retinol irritation. Should I switch from The Inkey List Retinol to CeraVe Resurfacing Retinol Serum to stop the peeling?
1 real search · 1 real-search pass
The Inkey List Retinol Serum ingredients usage irritation official; CeraVe Resurfacing Retinol Serum official ingredients encapsulated retinol niacinamide ceramides; retinoid dermatitis advice stop retinoid moisturize dermatologyGoogle ↗
OBSERVEDOther / navigational
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
The Inkey List Retinol Serum ingredients usage irritation official; CeraVe Resurfacing Retinol Serum official ingredients encapsulated retinol niacinamide ceramides; retinoid dermatitis advice stop retinoid moisturize dermatology Google ↗
- Resurfacing Retinol Serum | Post-Acne Marks Treatment · cerave.com
- Retinol: Skin Renewal Ingredient · cerave.com
- Acne: Diagnosis and treatment · aad.org
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
The Inkey List Retinol Serum ingredients usage irritation official; CeraVe Resurfacing Retinol Serum official ingredients encapsulated retinol niacinamide ceramides; retinoid dermatitis advice stop retinoid moisturize dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |