Real ChatGPT answer · index seeduzwMG01azu4completeBeauty and personal care · anti-aginginformational
What percentage of L ascorbic acid should I look for in a vitamin C serum to fade stubborn acne scars without causing my sensitive combination skin to break out again?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What percentage of L ascorbic acid should I look for in a vitamin C serum to fade stubborn acne scars without causing my sensitive combination skin to break out again?
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
topical vitamin C L-ascorbic acid concentration 10% 20% sensitive skin post inflammatory hyperpigmentation dermatology evidence Google ↗
American Academy Dermatology acne dark spots post-inflammatory hyperpigmentation sunscreen vitamin C sensitive skin Google ↗
- A practical guide to over‐the‐counter treatments for hyperpigmentation - Jafry - 2024 - JEADV Clinical Practice · doi.org
- Topical Vitamin C and the Skin: Mechanisms of Action and Clinical Applications · pmc.ncbi.nlm.nih.gov
- Why is topical vitamin C important for skin health? · health.harvard.edu
- How to fade dark spots in darker skin tones · aad.org
- Acne: Tips for managing · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical vitamin C L-ascorbic acid concentration 10% 20% sensitive skin post inflammatory hyperpigmentation dermatology evidence OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology acne dark spots post-inflammatory hyperpigmentation sunscreen vitamin C sensitive skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |