Real ChatGPT answer · index seedYRLLxy2ydrIcompleteBeauty and personal care · clean beautyinformational
Is it actually cheaper to sign up for a clean beauty subscription box right now or am I wasting money on products I do not need?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it actually cheaper to sign up for a clean beauty subscription box right now or am I wasting money on products I do not need?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
clean beauty subscription box current price 2026 Beauty Heroes Kinder Beauty Box subscription pricing Google ↗
clean beauty subscription boxes 2026 pricing monthly box Beauty Heroes Kinder Beauty Box Allure clean beauty subscription Google ↗
- Clean Beauty - Skincare Subscription Box · beauty-heroes.com
- Beauty Heroes Subscription · shop.beauty-heroes.com
- Better Beauty Box: The Best Cruelty-Free & Vegan Subscription Box · betterbeautybox.com
- The 4 Best Beauty Subscription Boxes (2026): Fortune Approved · fortune.com
- Subscription · allurebeautybox.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clean beauty subscription box current price 2026 Beauty Heroes Kinder Beauty Box subscription pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
clean beauty subscription boxes 2026 pricing monthly box Beauty Heroes Kinder Beauty Box Allure clean beauty subscription OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |