What do dermatologists say about the common problems associated with the Gold Bond Age Renew Retinol Overnight Cream?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do dermatologists say about the common problems associated with the Gold Bond Age Renew Retinol Overnight Cream?
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
Gold Bond Age Renew Retinol Overnight Cream dermatologist review irritation ingredients side effects Google ↗
dermatologist retinol common side effects irritation dryness peeling photosensitivity how to use Google ↗
- Retinoid or retinol? · aad.org
- Retinol: Cream, Serum, What It Is, Benefits, How To Use · my.clevelandclinic.org
- Retinoids and improving your skin · health.osu.edu
- Retinol Overnight Body & Face Lotion · goldbond.com
- Retinol Overnight Body & Face Lotion · goldbond.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Gold Bond Age Renew Retinol Overnight Cream dermatologist review irritation ingredients side effects OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
dermatologist retinol common side effects irritation dryness peeling photosensitivity how to use OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |