Integrate Stripe Data — Payment Analytics Simplified
Connect Stripe and let AI agents query payment transactions, subscription data, and revenue metrics alongside all your marketing channels.
Key Takeaways Connect Stripe to your data warehouse
Improvado integrates with Stripe's API to extract payment transactions, customer profiles, subscription data, and revenue metrics automatically. The connection pulls new data every 15 minutes, ensuring real-time visibility into payment performance and customer behavior. All Stripe objects including charges, refunds, disputes, and custom metadata sync to your destination. Authentication uses secure API keys with read-only permissions for maximum data security.
Unified revenue data across all systems
Improvado's Marketing Common Data Model (MCDM) combines Stripe revenue data with marketing spend from Google Ads, Facebook, and other channels. Customer lifetime value calculations become accurate when Stripe subscription data merges with acquisition costs from paid campaigns. Revenue attribution analysis connects marketing touchpoints to actual payment events in Stripe. Your finance and marketing teams work from the same source of truth for ROI calculations.
Data objects and fields Improvado extracts from Stripe
| Object | Fields |
|---|---|
| Charges | id amount currency status customer created payment_method refunded description |
| Subscriptions | id customer status current_period_start current_period_end plan items cancel_at_period_end mrr |
| Invoices | id customer amount_due amount_paid status due_date created currency subscription |
| Payouts | id amount currency arrival_date status type method created |
| Balance_Transactions | id amount currency type fee net created source reporting_category |
From connection to autonomous action in three steps
Connect
Connect your Stripe account with OAuth in under 60 seconds. Improvado automatically normalizes campaign data, spend metrics, and conversion events alongside 1000+ marketing and sales data sources into a unified schema.
Ask
Ask natural language questions about campaigns, ad spend, ROAS, impressions, clicks, conversions, CTR, CVR, and CPC. The AI agent surfaces insights from Stripe data in real-time across all your active and paused campaigns.
Act
The agent can pause underperforming campaigns, adjust budgets, update campaign settings, and create new campaigns in Stripe. Every write action is logged with timestamps, user context, and approval workflows for complete governance and audit trails.
What teams ask their AI agent about Stripe
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Track customer journey from ad click to Stripe payment in unified attribution reports
Your AI agent analyzes Stripe data and delivers actionable insights — automatically, in seconds.
Calculate true marketing ROI by combining ad spend with Stripe revenue data automatically
Your AI agent analyzes Stripe data and delivers actionable insights — automatically, in seconds.
Generate executive dashboards showing subscription growth and churn alongside marketing metrics
Your AI agent analyzes Stripe data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Stripe — it calculates true marketing ROI.
Read
Pull campaign performance data including spend, revenue, ROAS, impressions, clicks, conversions, CTR, CVR, CPC, and CPA. Access campaign metadata, targeting settings, creative performance, and conversion attribution from Stripe's advertising platform.
Write
Update campaign budgets, pause or activate campaigns, modify bid strategies, adjust targeting parameters, and create new campaigns. Write operations include budget allocation changes, campaign status updates, and creative asset assignments in Stripe.
Monitor
Monitor campaigns for ROAS drops below thresholds, spend pacing alerts, conversion rate changes, budget depletion warnings, and impression delivery issues. Receive real-time notifications when campaigns underperform or exceed spending limits in Stripe.
AI agents query transaction amounts, customer IDs, and subscription events to match payments with marketing touchpoints and calculate channel-level ROI. They identify customers with high acquisition costs but low lifetime value for targeting adjustments. Agents automatically detect revenue anomalies and correlate them with marketing campaign changes or seasonality.
| Campaign | Spend | ROAS |
|---|---|---|
| Retargeting - Cart Abandon | $3,240 | 6.8x |
| Search - Brand Terms | $5,890 | 5.2x |
| Social - Lookalike US | $2,170 | 4.9x |
| Display - Product Feed | $4,560 | 4.3x |
| Search - High Intent KW | $6,780 | 3.7x |
Send Stripe 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 Stripe 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
What Stripe data does Improvado extract?
How quickly does Stripe data appear in my warehouse?
Can Improvado handle high-volume Stripe accounts?
Does the integration include Stripe Connect marketplace data?
What destinations work with Stripe data?
How does Improvado secure sensitive Stripe data?
"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 Stripe today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.