Real ChatGPT answer · index seedyVBLxf33Gy0completeBeauty and personal care · clean beautycommercial

Can you compare the monthly costs of the top three clean beauty subscription boxes to see which one offers the best value for beginners?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the monthly costs of the top three clean beauty subscription boxes to see which one offers the best value for beginners?
1 real search · 1 real-search pass
2026 clean beauty subscription boxes monthly price Petit Vour The Detox Box Beauty Heroes subscription plansGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
2026 clean beauty subscription boxes monthly price Petit Vour The Detox Box Beauty Heroes subscription plans Google ↗
  1. Petit Vour pricing · petitvour.com
  2. The Detox Box pricing · thedetoxmarket.com
  3. Beauty Heroes subscriptions · beauty-heroes.com
  4. The 11 Best Beauty Boxes in 2026 · mysubscriptionaddiction.com
  5. The Detox Box Monthly Subscription · thedetoxmarket.com
  6. Beauty Heroes Subscription · shop.beauty-heroes.com
  7. The 4 Best Beauty Subscription Boxes (2026): Fortune Approved · fortune.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 clean beauty subscription boxes monthly price Petit Vour The Detox Box Beauty Heroes subscription plans
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1