Real ChatGPT answer · index seedhDwX8QhyoeEcompleteRetail and ecommerce · subscription boxesinformational
Which top rated beauty boxes offer a referral program that actually lowers the cost of your next monthly shipment?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which top rated beauty boxes offer a referral program that actually lowers the cost of your next monthly shipment?
1 real search · 1 real-search pass
2026 beauty subscription boxes referral program referral credit discount next monthly box Ipsy Allure BeautyFIX FabFitFunGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 beauty subscription boxes referral program referral credit discount next monthly box Ipsy Allure BeautyFIX FabFitFun Google ↗