Churnkey Data Integration | Retention Analytics
Connect Churnkey in 5 minutes. Your AI agent analyzes cancel flow sessions, failed payment recovery, and customer feedback — then correlates retention metrics with cross-channel insights from 1,000+ sources.






Key Takeaways What your AI agent extracts from Churnkey
Your agent reads cancel flow sessions, customer feedback structured by reasons for leaving, dunning campaign performance, reactivation segments, and customer health signals from Insights AI. It surfaces churn reduction percentages, failed payment recovery rates (up to 89%), MRR regained, customer LTV increases, and retention metrics across SMB to enterprise segments.
Complete Retention and Recovery Data Coverage
Improvado pulls detailed metrics from Churnkey including cancel flow sessions, churn reduction percentages, customer feedback structured by cancellation reasons, dunning campaign performance, failed payment recovery rates, reactivation segments, MRR regained, and customer health signals from Insights AI. We capture retention metrics, LTV increases, and offer performance across SMB to enterprise customer segments.
Data objects and fields Improvado extracts from Churnkey
| Object | Fields |
|---|---|
| CancelFlowSessions | session_id customer_id offer_presented outcome timestamp mrr_impact |
| CustomerFeedback | feedback_id cancellation_reason sentiment_score insights_ai_rank segment session_id |
| DunningCampaigns | campaign_id recovery_rate failed_payments_recovered mrr_regained send_count segment |
| ReactivationSegments | segment_id customer_count reactivation_rate ltv_increase campaign_active last_updated |
| CustomerHealthSignals | customer_id health_score churn_risk feedback_count pause_wall_hits payment_failures |
From connection to autonomous action in three steps
Connect
Connect: Configure Churnkey webhooks and custom API endpoints in under 10 minutes. Improvado authenticates via secure credential vault and begins streaming cancel flow sessions, feedback, and campaign events in real-time.
Ask
Query: Ask your agent "What are the top 3 cancellation reasons from enterprise customers this month?" It surfaces Insights AI-ranked feedback, session replay counts, and MRR impact across segments without writing SQL.
Act
Act: Your agent activates reactivation campaigns, pauses underperforming A/B tests, updates cancel flow offers, and adjusts dunning sequences — all logged in your audit trail with reasoning and attribution.
What teams ask their AI agent about Churnkey
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Which cancel flow offers reduced cancellations the most last quarter?
Your AI agent analyzes Churnkey data and delivers actionable insights — automatically, in seconds.
Compare failed payment recovery rates between Churnkey and Stripe dunning campaigns
Your AI agent analyzes Churnkey data and delivers actionable insights — automatically, in seconds.
Pause the cancel flow A/B test for enterprise segment and activate the new offer variant
Your AI agent analyzes Churnkey data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Churnkey — it optimizes retention flows.
Read
Read: Cancel flow sessions with replay data, structured customer feedback and churn reasons, dunning campaign performance, reactivation segment metrics, failed payment recovery rates, MRR regained, customer LTV increases, Pause Wall and Failed Payment Wall engagement, and Insights AI health signals.
Write
Write: Activate or pause reactivation campaigns, launch and modify cancel flow A/B tests, update offer variants and copy, adjust customer segments, configure dunning sequences, and sync feedback categorization rules based on cross-platform analysis.
Monitor
Monitor: Real-time alerts on churn spikes by segment, failed payment recovery rate drops, cancel flow session anomalies, A/B test statistical significance, and feedback sentiment shifts — correlated with product usage, support tickets, and billing events from 1,000+ sources.
Claude, ChatGPT, and Cursor can activate reactivation campaigns, adjust cancel flow offers, and update customer segments based on real-time feedback analysis. When your agent pauses a dunning campaign or launches a new A/B test, every action is logged with timestamp, user, and reasoning in your audit trail.
| Offer Type | Sessions | Save Rate |
|---|---|---|
| 50% Off 3 Months | 487 | 34.7% |
| Pause Subscription | 623 | 28.9% |
| Downgrade to Basic | 341 | 41.3% |
| Feature Education | 294 | 19.4% |
| Custom Discount | 158 | 52.5% |
Send Churnkey data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Churnkey as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
How does Improvado connect to Churnkey?
What Churnkey data does Improvado pull?
How often does Churnkey data refresh?
Can the AI agent write data back to Churnkey?
Is Churnkey data secure with Improvado?
How does Churnkey connect with other platforms in Improvado?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Churnkey today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.