Real ChatGPT answer · index seedxGpHMWtUIZIcompleteBeauty and personal care · clean beautyinformational

Which clean beauty brands offer the best value-sized products or subscription discounts for families trying to maintain a non-toxic bathroom on a budget?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which clean beauty brands offer the best value-sized products or subscription discounts for families trying to maintain a non-toxic bathroom on a budget?
1 real search · 1 real-search pass
best affordable clean beauty brands family size refill subscription discounts 2026 shampoo body wash skincareGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
best affordable clean beauty brands family size refill subscription discounts 2026 shampoo body wash skincare Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best affordable clean beauty brands family size refill subscription discounts 2026 shampoo body wash skincare
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1