Real ChatGPT answer · index seedG56yeOOOo6YcompleteBeauty and personal care · clean beautyinformational

What are the total monthly costs of switching my entire beauty routine to clean beauty brands compared to sticking with conventional budget products?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the total monthly costs of switching my entire beauty routine to clean beauty brands compared to sticking with conventional budget products?
1 real search · 1 real-search pass
2026 clean beauty vs conventional drugstore beauty product prices monthly cost routine skincare makeup haircare body careGoogle ↗
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
2026 clean beauty vs conventional drugstore beauty product prices monthly cost routine skincare makeup haircare body care Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 clean beauty vs conventional drugstore beauty product prices monthly cost routine skincare makeup haircare body care
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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