Real ChatGPT answer · index seedIdOKghgv0TkcompleteBeauty and personal care · clean beautycomparison
Are Beauty Heroes subscriptions worth the monthly cost or should I just buy clean beauty products ad hoc when my teens run out of face wash.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Beauty Heroes subscriptions worth the monthly cost or should I just buy clean beauty products ad hoc when my teens run out of face wash.
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
Beauty Heroes monthly subscription price 2026 monthly box cancellation shipping official Google ↗
Beauty Heroes subscription reviews value monthly box full size product terms Google ↗
- Clean Beauty - Skincare Subscription Box · beauty-heroes.com
- FAQ's Beauty Heroes · beauty-heroes.com
- Beauty Heroes Subscription · shop.beauty-heroes.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Beauty Heroes monthly subscription price 2026 monthly box cancellation shipping official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Beauty Heroes subscription reviews value monthly box full size product terms OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |