Are people still liking The Ordinary Niacinamide serum in 2024 or have better budget friendly alternatives for hyperpigmentation come out recently?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are people still liking The Ordinary Niacinamide serum in 2024 or have better budget friendly alternatives for hyperpigmentation come out recently?
1 real search · 1 real-search pass
2026 best affordable hyperpigmentation serums tranexamic acid azelaic acid The Ordinary niacinamide reviewsGoogle ↗
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
2026 best affordable hyperpigmentation serums tranexamic acid azelaic acid The Ordinary niacinamide reviews Google ↗