Stripe Sigma | Analyse Stripe Data Using SQL and AI

Stripe Sigma | Analyse Stripe Data Using SQL and AI

Stripe Sigma empowers businesses to easily explore and analyse their Stripe data for faster business insights within the Stripe Dashboard.

Gain insights, track trends, and analyse patterns in your data down to the transaction level. Use SQL or natural language prompts to get instant answers to your business questions.

Monitor your business by creating custom metrics and reports that fit your needs. Write SQL from scratch, start with a pre-built template, or modify existing reports with the help of our AI-powered assistant. Then, easily visualise your data by transforming reports into dynamic charts.

Use our AI-powered assistant to easily get answers to simple business questions. Ask a question in plain English and instantly get the query you need for a custom report – no coding required.

Keep your teams in sync by sharing queries, publishing custom reports to the Stripe Dashboard and scheduling reports to be delivered directly to their inboxes.

From founders to finance teams, anyone can effortlessly pull insights from their Stripe data – SQL knowledge not required. Simply type in your question, and the AI-powered Sigma Assistant will transform it into a query and resulting report.

What percentage of disputes did we contest?
What was our charge volume in February?
Which customers have not paid their invoices?
Which charges reconcile with our latest bank payout?
How much does cash flow change from month to month?
What is our company's daily balance?
How many active customers do we have?
Why do customers dispute payments?
What are our most popular subscription plans?
How many payments are made with each payment card brand?
How much revenue comes from different customer channels?

Business teams use Stripe Sigma to run their company more efficiently

Finance teams use Stripe Sigma to close the books faster.

Data teams use Stripe Sigma to analyse everything from ARPU to churn.

Product management uses Stripe Sigma to find new business opportunities.

Learn how to use Stripe’s data tools to surface revenue opportunities and optimise your operations. This guide covers the key metrics that you can track to drive better business decisions.

We’ve already written the queries for the most useful reports for different types of businesses. From computing ARPU to analysing the payment methods your customers prefer, you can jump in quickly by editing one of our pre-built templates or start from scratch to fully customise your report. Our built-in AI-powered assistant is also ready to help you build custom SQL queries.

Quick sidebar access to a full map of the structure of your data stored in Stripe (including any additional metadata you send us) makes it easy to combine all the relevant data needed from across Stripe’s products – payments, payouts, customers, subscriptions, refunds, and more.

Payment Tables
balance_transactions_fee_details
balance_transactions
id Varchar
amount Bigint
available_on Timestamp
created Timestamp
currency Varchar
description Varchar
fee Bigint
net Bigint
status Varchar
type Varchar
source_id Varchar
automatic_transfer_id Varchar

Preview the full schema

Save frequently-used queries to run them again at any time or share a link to a useful query so that any of your team-mates can use it too.

How many customers do we have in France?

What was our charge volume last month?

Can you remind me how we calculate monthly recurring revenue?

If you use a data warehouse or cloud storage, you can use Data Pipeline to sync your Stripe data and reports to your storage destination, with complimentary access to Stripe Sigma included. New users get a free 30-day trial.

With Stripe Organisations, centrally manage all lines of business or subsidiaries across multiple Stripe accounts in the Dashboard, and access new business insights by using Stripe Sigma to analyse data across all your accounts.

Analyse and create custom reports using your Stripe data.

Details on how to build custom Stripe reports.

Streamline your analytics and access additional insights by centralising your Stripe data in your data storage destination.

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