Why does my skin burn when I apply vitamin c and how can I adjust my routine to treat my hyperpigmentation safely at my age?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why does my skin burn when I apply vitamin c and how can I adjust my routine to treat my hyperpigmentation safely at my age?
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 of Dermatology hyperpigmentation skin of color sunscreen retinoid irritation vitamin C sensitive skin Google ↗
DermNet vitamin C topical irritation contact dermatitis hyperpigmentation treatment azelaic acid Google ↗
- Azelaic acid: Uses, Application and More · dermnetnz.org
- How to fade dark spots in darker skin tones · aad.org
- How do I know if I'm using the right sunscreen? · aad.org
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov
- Photoprotection for skin of all color: Consensus and clinical guidance from an expert panel · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology hyperpigmentation skin of color sunscreen retinoid irritation vitamin C sensitive skin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
DermNet vitamin C topical irritation contact dermatitis hyperpigmentation treatment azelaic acid OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |