What is the best way to prevent lipstick bleeding using cheap lip liners compared to high end brands like MAC?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to prevent lipstick bleeding using cheap lip liners compared to high end brands like MAC?
1 real search · 1 real-search pass
MAC lip pencil vs drugstore lip liners NYX Slim Lip Pencil e.l.f. Cream Glide bleeding feathering performanceGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
MAC lip pencil vs drugstore lip liners NYX Slim Lip Pencil e.l.f. Cream Glide bleeding feathering performance Google ↗
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
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