Real ChatGPT answer · index seedwuW7HiuWVYkcompleteBeauty and personal care · cosmeticsinformational
Does vitamin c serum really help with treating hyper pigmentation on dark skin tones or is prescription hydroquinone still better?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does vitamin c serum really help with treating hyper pigmentation on dark skin tones or is prescription hydroquinone still better?
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
American Academy Dermatology hyperpigmentation skin of color hydroquinone vitamin C postinflammatory hyperpigmentation Google ↗
DermNet postinflammatory hyperpigmentation hydroquinone vitamin C skin of colour treatment Google ↗
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov
- Hydroquinone (bleaching cream) · dermnetnz.org
- How to fade dark spots in darker skin tones · aad.org
- Melasma: Diagnosis and treatment · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology hyperpigmentation skin of color hydroquinone vitamin C postinflammatory hyperpigmentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DermNet postinflammatory hyperpigmentation hydroquinone vitamin C skin of colour treatment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |