Real ChatGPT answer · index seedhxAoZ5XJLLMcompleteBeauty and personal care · clean beautyinformational
How long does it take for a quality vitamin C serum to show visible results on sun spots if I start applying it twice daily starting this morning.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How long does it take for a quality vitamin C serum to show visible results on sun spots if I start applying it twice daily starting this morning.
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 age spots vitamin C sunscreen hyperpigmentation treatment vitamin C serum timeline Google ↗
Cleveland Clinic vitamin C serum hyperpigmentation dark spots sunscreen topical vitamin C Google ↗
- Facebook · health.clevelandclinic.org
- How to fade dark spots in darker skin tones · aad.org
- Why is topical vitamin C important for skin health? · health.harvard.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology age spots vitamin C sunscreen hyperpigmentation treatment vitamin C serum timeline OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Cleveland Clinic vitamin C serum hyperpigmentation dark spots sunscreen topical vitamin C OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |