Which clean beauty liquid foundation brands have the highest customer retention rates this year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which clean beauty liquid foundation brands have the highest customer retention rates this year
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 liquid foundation brands customer retention rate repeat purchase rate 2026 data loyalty Google ↗
beauty brand customer retention benchmarks cosmetics repeat purchase rate 2026 clean beauty foundation Google ↗
- Brand KPIs for clean beauty: Ilia in the United States · statista.com
- Brand KPIs for clean beauty: RMS Beauty in the United States · statista.com
- Clean makeup brands: Which are searched most? · gobrandwave.com
- Beauty Repeat Purchase Rate Benchmarks 2026: Retention, CLV · mageloyalty.com
- Beauty & Skincare Retention Report 2026 · retentionside.com
- Customer Retention Rate Benchmarks · bythenumbersapp.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clean beauty liquid foundation brands customer retention rate repeat purchase rate 2026 data loyalty OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
beauty brand customer retention benchmarks cosmetics repeat purchase rate 2026 clean beauty foundation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |