Real ChatGPT answer · index seedSj0ZSFwvXO0completeBeauty and personal care · cosmeticsinformational
Which clean beauty brands actually make long-wearing liquid lipsticks that do not dry out your lips during a full workday of teaching?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which clean beauty brands actually make long-wearing liquid lipsticks that do not dry out your lips during a full workday of teaching?
1 real search · 1 real-search pass
clean beauty brands hydrating long-wear liquid lipstick reviews formula wear time non dryingGoogle ↗
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
clean beauty brands hydrating long-wear liquid lipstick reviews formula wear time non drying Google ↗
- Shop bareMinerals · bareminerals.com
- Shop The Lip Bar · thelipbar.com
- Shop Youngblood · ybskin.com
- Shop RMS Beauty · ulta.com
- Explore the formula · lalaandelm.com
- Shop at Target · target.com
- 9 Best Liquid Lipstick Formulas for Comfortable All Day Wear · vogue.com
- 10 Best Transfer-Proof Lipsticks That Literally Won’t Budge · vogue.com