What is the best budget friendly top coat that prevents chipping just as well as the high end salon brands
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best budget friendly top coat that prevents chipping just as well as the high end salon brands
1 real search · 1 real-search pass
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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 budget nail top coats chip resistance reviews Sally Hansen Insta-Dri top coat Essie Gel Setter 2025 2026 Google ↗