Can you list some affordable glycolic acid serums under twenty dollars that are gentle enough for someone who has never exfoliated before
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list some affordable glycolic acid serums under twenty dollars that are gentle enough for someone who has never exfoliated before
1 real search · 1 real-search pass
best beginner glycolic acid serums under $20 2026 5% glycolic acid serum gentle skincareGoogle ↗
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 beginner glycolic acid serums under $20 2026 5% glycolic acid serum gentle skincare Google ↗