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PAYMENTS

Analyze your Stripe data in plain English.

Ask your Stripe data anything — MRR, churn, refunds, failed payments, cohorts.

Stripe data analysis questions

  • "What is my MRR trend over the last 6 months?"
  • "Which customers churned in the last 30 days and how much did they pay before churning?"
  • "Show me failed payments grouped by failure reason for the last 30 days."
  • "What is my net revenue after refunds and chargebacks this month?"
  • "Build me a dashboard with MRR, ARR, churn rate, and ARPU updated nightly."

How to connect

  1. Sign in to Tablize and open the Integrations page in your workspace.
  2. Pick Stripe and follow the OAuth flow (or paste an API key, depending on the connector).
  3. Run your first sync. Tablize pulls historical data and sets up an incremental cursor so future syncs stay fresh.
  4. Open a new chat and ask your first question. Tablize already knows the schema.

What lands in your workspace

charges All charge attempts with amount, currency, customer, outcome.
customers Customer records with email, created date, metadata.
subscriptions Active subscriptions with plan, status, billing cycle.
invoices Invoice records with line items, totals, paid/unpaid status.
disputes Chargebacks and disputes with evidence deadlines.

Common workflows

Weekly revenue brief

Schedule a Monday morning email with last week's net revenue, MRR delta, top growing accounts, and top churning accounts.

Refund spike watcher

Watch the refund rate hourly. If it exceeds your baseline by 2× for an hour, Tablize sends an alert with the top contributing SKUs or plans.

Revenue questions never stop at one number. With Stripe connected, you can trace a dip in net revenue down to the failed-payment reason, the refunded order, or the cohort that churned — and get the answer in plain English instead of exporting another CSV.

Once Stripe is authorized, tables like charges and customers sync into a dedicated schema in your workspace’s PostgreSQL — incrementally, so only new and changed rows move after the first backfill. Ask something like “What is my MRR trend over the last 6 months?” and Tablize writes the SQL, runs it, draws the chart, and offers to keep the answer as a report, a scheduled script, or a live dashboard.

A setup teams reach for first — Weekly revenue brief: Schedule a Monday morning email with last week’s net revenue, MRR delta, top growing accounts, and top churning accounts.

Try Stripe with Tablize.

Free to try on your own data. Your first answer in under 60 seconds.

Try free with your data