Real ChatGPT answer · index seedSblKy482o6ocompleteBeauty and personal care · clean beautyinformational
Are clean beauty subscription boxes worth the money for a beginner, or am I just paying for marketing hype and tiny sample sizes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are clean beauty subscription boxes worth the money for a beginner, or am I just paying for marketing hype and tiny sample sizes?
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 boxes 2026 value full size sample sizes reviews Ipsy Kinder Beauty Box Allure beauty box Google ↗
clean beauty meaning regulation claims FDA FTC cosmetics clean beauty marketing claims Google ↗
- The Best Beauty Subscription Boxes in 2026 · mysubscriptionaddiction.com
- Explore Petit Vour · petitvour.com
- The 4 Best Beauty Subscription Boxes (2026): Fortune Approved · fortune.com
- The Best Beauty Subscription Boxes that ship to the US in 2026 · mysubscriptionaddiction.com
- Explore Beauty Heroes · beauty-heroes.com
- Explore IPSY · ipsy.com
- Cosmetics Labeling Claims · fda.gov
- FDA Regulation of Cosmetics and · congress.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clean beauty subscription boxes 2026 value full size sample sizes reviews Ipsy Kinder Beauty Box Allure beauty box OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
clean beauty meaning regulation claims FDA FTC cosmetics clean beauty marketing claims OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |