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Best PracticesAnalyze Stripe Payment Data

Example: Analyze Stripe Payment Data

An example of connecting to Stripe, importing payment data into Gridie, and performing sales trend analysis, customer analysis, and anomaly pattern detection.

Scenario

Replace the process of exporting CSV from the Stripe dashboard and analyzing it in Excel with natural language requests directly in Gridie.

Before: Stripe Dashboard → CSV export → Excel cleanup → write formulas After: One request to the agent completes everything from data collection to analysis


Prerequisites: Connect Stripe

Open Integration Settings

Go to User Menu → Settings → Integrations tab.

Connect Stripe

Click the Connect button on the Stripe card and enter the Secret key issued from the Stripe dashboard.

Stripe integration settings

Learn more about integration settings


Step 1: Fetch Payment Data

Once connected, open a workbook and ask the agent:

"Fetch this month's Stripe payment history and organize it with columns for Date, Customer Name, Email, Amount, and Status."
"Get only successful payments from the last 3 months."

The agent calls the Stripe API and automatically enters the data into the sheet.

Stripe payment data in the sheet

Step 2: Sales Analysis

Once data is in, request analysis.

"Calculate total monthly sales and payment count, organize them in a table in a new sheet, and create a line chart."

Top Customer Analysis

"Pull the top 10 customers by payment amount and their total payments."

Failed Payment Tracking

"Filter failed payments only and count how many there are by failure reason."

Subscription Churn Detection

"Pull the list of customers who paid last month but have no payments this month."
Sales analysis result charts and tables

Step 3: Anomaly Pattern Detection

"Find payments that are 3x or more above the usual payment amount and highlight them in yellow."
"Find cases where the same card was charged 3 or more times within 24 hours."

Stripe data is fetched in real time. If you need the latest data, ask the agent “Fetch Stripe data again.”

Step 4: Regular Report Workflow

If you repeat the same analysis every month, save it as a workflow.

"Create a workflow that fetches Stripe payment data each month and organizes monthly sales totals, top 10 customers, and failed payment status. Name it 'Monthly Stripe Report'."

From then on, the report is automatically completed with a single workflow run each month.

Create a workflow

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Example: Analyze Stripe Payment Data