Real ChatGPT answer · index seedu5EMyC14yVMcompleteBeauty and personal care · anti-aginginformational
I have these super stubborn dark spots left over from hormonal acne breakouts last semester, and I want to know if vitamin C serums can actually fade them or if I need something stronger.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I have these super stubborn dark spots left over from hormonal acne breakouts last semester, and I want to know if vitamin C serums can actually fade them or if I need something stronger.
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
post inflammatory hyperpigmentation acne treatment vitamin C azelaic acid retinoid sunscreen dermatology guidelines Google ↗
American Academy Dermatology dark spots acne post-inflammatory hyperpigmentation treatment sunscreen retinoid azelaic acid Google ↗
- How to fade dark spots in darker skin tones · aad.org
- Adult acne treatment dermatologists recommend · aad.org
- Treatment recommendations for acne-associated hyperpigmentation: Results of the Delphi consensus process and a literature review · pubmed.ncbi.nlm.nih.gov
- Postinflammatory hyperpigmentation · dermnetnz.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
post inflammatory hyperpigmentation acne treatment vitamin C azelaic acid retinoid sunscreen dermatology guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology dark spots acne post-inflammatory hyperpigmentation treatment sunscreen retinoid azelaic acid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |