What is the most cost effective way to deal with reducing dark spot hyperpigmentation without buying luxury skincare brands?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost effective way to deal with reducing dark spot hyperpigmentation without buying luxury skincare brands?
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 dark spots hyperpigmentation sunscreen azelaic acid retinoid treatment skin of color Google ↗
DermNet hyperpigmentation melasma post inflammatory pigmentation treatment sunscreen hydroquinone azelaic acid Google ↗
- How to fade dark spots in darker skin tones · aad.org
- Postinflammatory hyperpigmentation · dermnetnz.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology dark spots hyperpigmentation sunscreen azelaic acid retinoid treatment skin of color OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
DermNet hyperpigmentation melasma post inflammatory pigmentation treatment sunscreen hydroquinone azelaic acid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |