Real ChatGPT answer · index seedPjyEHeoBQfEcompleteRetail and ecommerce · subscription boxescomparison

can someone break down if fabfitfun or ipsy is actually cheaper for someone trying to save money on lifestyle products

ChatGPTgpt-62 queries10/31/2026

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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY

can someone break down if fabfitfun or ipsy is actually cheaper for someone trying to save money on lifestyle products

2 real searches · 1 real-search pass

FabFitFun membership price 2026 seasonal box cost annual seasonal officialGoogle ↗

OBSERVED

Ipsy Glam Bag Boxycharm price 2026 official subscription costGoogle ↗

OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

ChatGPT2 real searches · gpt-6

FabFitFun membership price 2026 seasonal box cost annual seasonal official Google ↗

Ipsy Glam Bag Boxycharm price 2026 official subscription cost Google ↗

2 queries · click a column to sort

Query / type	Search	Intent	Query class	Routing format	Cluster	Freq ↓	Weight
FabFitFun membership price 2026 seasonal box cost annual seasonal official OBSERVED	Google ↗ AI Mode ↗	—	—	—	—	1x of 1
Ipsy Glam Bag Boxycharm price 2026 official subscription cost OBSERVED	Google ↗ AI Mode ↗	—	—	—	—	1x of 1