I am helping a friend evaluate CRM software and want to know what warning signs or churn risk indicators matter most for subscription based businesses this year.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am helping a friend evaluate CRM software and want to know what warning signs or churn risk indicators matter most for subscription based businesses 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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 customer churn prediction indicators subscription businesses customer success benchmarks CRM product usage payment failures renewal risk Google ↗
2026 customer retention trends subscription businesses churn customer health scores AI predictive analytics Google ↗
- How to build a customer health score · basedash.com
- AI in Churn Reduction: What G2’s 2026 Expert Survey Found · learn.g2.com
- How To Predict Customer Churn: A Comprehensive Guide · chargebee.com
- 2026 Trends & Benchmarks For Subscription Businesses · recurly.com
- State of Subscriptions 2026: Benchmarks & Insights · dev.recurly.com
- Defining customer churn · stripe.com
- State of Subscription Apps 2026 · www-docs.revenuecat.com
- How to Build a Customer Health Score That Predicts Churn · gaintrace.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 customer churn prediction indicators subscription businesses customer success benchmarks CRM product usage payment failures renewal risk OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 customer retention trends subscription businesses churn customer health scores AI predictive analytics OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |