Connect Stripe to ChatGPT

Multi-Account Payment Health Scan

Using the Catchr MCP, pull Stripe data for [List of Client Accounts] over [Current Period] and compare each account with [Previous Comparable Period]. For every account, use Account name, Charge Created On, Charge Status, Charge Amount, Charge Amount Captured, Charge Amount Refunded, Charge Currency, Charge Failure Code, Charge Is Disputed, Balance Transaction Fee, and Balance Transaction Net to summarize payment volume, success and failure rates, captured revenue, refunds, disputes, fees, and net proceeds. Keep currencies separate unless [Currency Conversion Rules] are supplied, normalize monetary values from their smallest currency unit, and do not add charge and balance-transaction amounts together as revenue. Label each account Healthy, Watch, or Critical using [Client-Specific Thresholds], rank the clients requiring attention, and give the evidence, likely operational issue, and one next action for every flagged account.

Client Revenue and Subscription Brief

Using the Catchr MCP, create a client-ready Stripe brief for [Client Account] covering [Reporting Period] versus [Comparison Period]. Report Charge Amount Captured and Charge Amount Refunded by Charge Currency; Invoice Amount Paied, Invoice Amount Remaining, and Invoice Status; and counts of subscriptions by Subscription Status, Subscription Cancel At Period End, Subscription Created At, Subscription Canceled At, and Subscription Cancellation Details Reason. Use Product Name, Price Descritpion, Price Interval, and Price Unit Amount to explain plan mix where available. Keep charge-based revenue, invoice collections, and balance transactions in separate sections to avoid double counting, quantify the largest changes, and finish with three prioritized actions, an owner placeholder, and the Stripe field to monitor for each action.

Cross-Client Revenue Recovery Watchlist

Using the Catchr MCP, review [List of Client Accounts] for [Operational Lookback Period] and build a recovery watchlist from Charge Status, Charge Amount, Charge Currency, Charge Failure Code, Charge Failure Message, Invoice Status, Invoice Amount Remaining, Invoice Attempt Count, Invoice Next Payment Attempt, Invoice Due date, Customer Delinquent, Subscription Status, and Subscription Current Period End. Apply [Materiality, Age, and Retry Thresholds], keep each currency separate, and rank accounts and individual invoices or charges by recoverable exposure and urgency. For every item, show the confirmed failure or overdue signal, the affected Charge ID or Invoice ID when available, the next diagnostic or collection action, an owner placeholder, and [Next Review Date]; do not treat an open invoice as failed unless its dates or status support that conclusion.

Morning Stripe Client Priority Queue

Using the Catchr MCP, pull Stripe data for [List of Client Accounts] for [Today, Last 7 Days, or Month to Date] and compare each account with [Relevant Baseline]. Summarize Charge Status, Charge Amount Captured, Charge Amount Refunded, Charge Failure Code, Charge Is Disputed, Invoice Amount Remaining, Invoice Status, Subscription Status, and Subscription Cancel At Period End by Account name and currency. Apply [Client Targets and Urgency Thresholds], rank the clients I should work on today, and explain the single most important verified issue for each flagged account. Give one first action, the exact field to recheck, and [Follow-Up Time] for every priority; keep currencies separate and avoid double counting charges and invoices.

Monthly Stripe Client Update

Using the Catchr MCP, prepare a plain-English Stripe update for [Client Account] covering [Current Month] versus [Previous Month]. Report payment attempts and success rate from Charge ID and Charge Status; Charge Amount Captured, Charge Amount Refunded, and Charge Is Disputed by Charge Currency; Balance Transaction Fee and Balance Transaction Net by Balance Transaction Currency; Invoice Amount Paied and Invoice Amount Remaining by Invoice Status; and subscription counts by Subscription Status and Subscription Cancel At Period End. Explain what improved, what declined, and the likely operational signals using Charge Failure Code and Subscription Cancellation Details Reason without claiming unsupported causation. Finish with three client-ready recommendations, each tied to evidence, an owner placeholder, and a next-month success metric.

Invoice and Cash Availability Follow-Up

Using the Catchr MCP, build a cash-collection follow-up plan for [Client Account] as of [Review Date]. Use Invoice ID, Invoice Number, Invoice Status, Invoice Amount Due, Invoice Amount Paied, Invoice Amount Remaining, Invoice Due date, Invoice Attempt Count, Invoice Next Payment Attempt, Invoice Collection Method, Customer Delinquent, Balance Transaction Available On, Balance Transaction Status, Balance Transaction Net, and the relevant currency fields. Separate overdue invoices, upcoming retries, manual invoices awaiting payment, and funds that are paid but still pending availability using [Age and Materiality Thresholds]. Return a prioritized action table with the confirmed state, amount and currency, customer or invoice reference, next action, owner placeholder, due date, and field to recheck; do not present pending Stripe balance as available cash.

Checkout Payment Failure Detector

Using the Catchr MCP, analyze Stripe charges for [Store Account] over [Current Period] versus [Baseline Period]. Calculate charge attempts, success rate, failed amount, and captured amount from Charge ID, Charge Status, Charge Amount, Charge Amount Captured, Charge Currency, and Charge Created On, then segment failures by Charge Failure Code, Charge Failure Message, Charge Id of the payment method, Charge Billing Country, and Hour of the day where sample size exceeds [Minimum Volume]. Keep currencies separate and flag only changes above [Rate and Value Thresholds]. Return the highest-impact checkout failure patterns, the evidence for each, and a prioritized test or fix with an owner, deadline placeholder, and success metric.

Refund, Dispute, and Fee Leakage Review

Using the Catchr MCP, inspect [Store Account] over [Analysis Period] and compare it with [Previous Comparable Period]. Use Charge Amount Captured, Charge Amount Refunded, Charge Is Refunded, Charge Is Disputed, Charge Currency, Balance Transaction Amount, Balance Transaction Fee, Balance Transaction Net, Balance Transaction Reporting Category, and Balance Transaction Type to calculate refund rate, dispute rate, fee rate, and net proceeds by currency. Break material leakage down by Charge Billing Country and payment method where available, but keep charge and balance-transaction totals as separate reconciled views rather than summing them. Rank the top leakage sources by monetary impact and recommend one concrete policy, checkout, fraud-review, or customer-service action for each, with [Target] and [Review Date].

Subscription Retention Action Map

Using the Catchr MCP, analyze subscriptions for [Store Account] over [Lookback Period]. Use Subscription Status, Subscription Created At, Subscription Start Date, Subscription Cancel At Period End, Subscription Canceled At, Subscription Ended At, Subscription Trial Start, Subscription Trial End, Subscription Cancellation Details Reason, Subscription Cancellation Details Feedback, Subscription Pause Collection Behavior, Product Name, Price Interval, and Price Unit Amount to map new, trialing, active, past-due, unpaid, paused, scheduled-to-cancel, and canceled subscriptions. Compare status shares and cancellation signals with [Baseline Period], identify the plans or cancellation reasons creating the greatest retention risk where mappings are available, and create a prioritized retention queue with the affected segment, evidence, recommended intervention, owner placeholder, and measurement date. Do not calculate MRR unless [Recurring Revenue Mapping Rules] are supplied.

Stripe Payment Data Integrity Audit

Using the Catchr MCP, audit Stripe data for [Account or All Connected Accounts] over [Period]. Test Charge ID, Invoice ID, Subscription ID, Customer ID, and Balance Transaction ID for duplicates within their own object type; flag missing created dates, currencies, statuses, or identifiers; verify Charge Amount Captured does not exceed Charge Amount, Charge Amount Refunded does not exceed Charge Amount Captured, Invoice Amount Paied plus Invoice Amount Remaining reconciles to Invoice Amount Due within [Tolerance], and Balance Transaction Net reconciles to Balance Transaction Amount minus Balance Transaction Fee when the reporting category supports that rule. Also flag impossible date sequences involving Invoice Due date, Invoice Next Payment Attempt, Subscription Current Period Start, Subscription Current Period End, and Subscription Canceled At. Return rule-level pass rates and a reproducible exception table with account, object type, object ID, failed rule, observed values, severity, and validation query.

Payment Pipeline Anomaly Monitor

Using the Catchr MCP, retrieve Stripe data for [Account or All Connected Accounts] over [Lookback Period], grouped by Date and Account name. Monitor charge count, Charge Amount, Charge Amount Captured, Charge Amount Refunded, the distribution of Charge Status, Charge Failure Code, Charge Is Disputed, and Charge Currency against a trailing [Baseline Window]. Flag movements exceeding both [Statistical Threshold] and [Materiality Threshold], then localize them by payment method, billing country, currency, and Hour of the day where volume is sufficient. Classify each anomaly as likely ingestion issue, payment-operations shift, or genuine business movement, show the evidence and confidence level, and specify the exact follow-up Catchr MCP query needed to confirm it.

Revenue, Fees, and Settlement Reconciliation

Using the Catchr MCP, reconcile Stripe financial views for [Account] over [Period] by currency and day. Build separate aggregates for charges using Charge Amount Captured and Charge Amount Refunded, invoices using Invoice Amount Paied and Invoice Amount Remaining, and settlements using Balance Transaction Amount, Balance Transaction Fee, Balance Transaction Net, Balance Transaction Type, Balance Transaction Reporting Category, Balance Transaction Status, and Balance Transaction Available On. Compare the views only where [Object Mapping and Timing Rules] permit, quantify variances within [Rounding and Timing Tolerance], and isolate likely fees, refunds, disputes, pending availability, currency conversion, or missing-record effects. Return reconciled totals, coverage rates, unresolved variance by currency, and an exception table with the source view, date, category, observed difference, likely pipeline layer, and exact verification query; never sum the three views into one revenue number.

Replace [variables] Facts ≠ hypotheses Action + follow-up metric

Connect Stripe to ChatGPT

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How to connect Stripe to ChatGPT ?

Authorize the Stripe account in Catchr

Add the Catchr MCP from official ChatGPT store

Choose, adapt, and run a prompt.

A simple client question should not trigger an hour of data prep.

Pull another CSV

Rebuild the context

Summarize it by hand

Ask the account. Get to the explanation.

Prepare data before every question.

Connect once. Keep asking.

Twelve Stripe prompts for analyzing real account data.

Stripe to ChatGPT FAQs

What Stripe data can ChatGPT analyze through Catchr?

How granular can Stripe analysis be in ChatGPT?

Can ChatGPT analyze payments, subscriptions, and revenue in Stripe?

Can ChatGPT find failed-payment, refund, dispute, or fee risks in Stripe?

What types of prompts work best for Stripe analysis?

Can I combine Stripe with other data sources in ChatGPT?

Can I analyze multiple Stripe accounts or connected businesses together?

What do I need to connect Stripe to ChatGPT with Catchr?

How recent is the Stripe data, and how much history can I analyze?

Can ChatGPT change anything in Stripe through Catchr?

How much does it cost to connect marketing data to ChatGPT with Catchr?

‍Can I try the ChatGPT integration before choosing a plan?

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