What are the top rated budget serums for reducing dark spot hyperpigmentation left behind by stubborn acne?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top rated budget serums for reducing dark spot hyperpigmentation left behind by stubborn acne?
1 real search · 1 real-search pass
best affordable serums for post acne hyperpigmentation dark spots dermatologist recommendations ingredients niacinamide azelaic acid tranexamic acidGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
best affordable serums for post acne hyperpigmentation dark spots dermatologist recommendations ingredients niacinamide azelaic acid tranexamic acid Google ↗
- Shop Bubble at Ulta · ulta.com
- Shop Good Molecules at Walmart · walmart.com
- Shop COSRX at Ulta · ulta.com
- Shop Naturium at Ulta · ulta.com
- Shop The Ordinary at Ulta · ulta.com
- How to fade dark spots in darker skin tones · aad.org
- The Best Over-the-Counter Dark Spot Treatments, According to Derms · elle.com