How do I get my Shopify Returning Customers Report automatically?

Connect Shopify to Chartcastr, select the metrics you want to track, choose Slack or email as your destination, and set a monthly schedule. Chartcastr generates and delivers the chart with an AI-powered summary automatically.

Can I customize what's in my Shopify Returning Customers Report?

Yes. You choose which metrics to include, the chart type, delivery schedule, and destination channel. You can also add context from Notion, Google Docs, or Slack threads to make the AI summaries more relevant.

What chart type works best for a Returning Customers Report?

We recommend a area chart for this report because it best visualizes repeat purchase rate and returning customer revenue trends. You can switch chart types anytime from your Chartcastr dashboard.

How often should I receive this report?

We recommend monthly delivery for this report. This gives your team timely data without notification fatigue. You can adjust the schedule to any frequency including hourly, daily, weekly, or custom cron expressions.

Does the report include AI analysis?

Yes. Every report delivery includes an AI-generated summary that highlights what changed, why it might matter, and what to look at next. The AI uses context from your Slack threads and connected documents to provide relevant insights.

Automate Your Shopify Returning Customers Report

Get your Shopify Returning Customers Report delivered to Slack or email. Track repeat purchase rate, returning customer revenue with AI insights.

Monthly · Marketing, CX teams

Get your Shopify Returning Customers Report delivered to Slack or email. Track repeat purchase rate, returning customer revenue with AI insights.

Shopify docs

What This Report Tracks

Key Metrics

Shopify Returning Customers Report

Measure repeat purchase rate, returning customer revenue, and loyalty trends.

repeat purchase ratereturning customer revenueavg orders per customerretention rate

Manual vs. Automated

The Manual Way

Export full customer list, segment by purchase count, calculate repeat rates in a spreadsheet. No one does this consistently.

The Chartcastr Way

Connect your Shopify, pick the metrics that matter, and Chartcastr delivers a fresh chart with AI-generated insights to Slack or email on your schedule.

How to Set It Up

Connect Shopify

Shopify connects via OAuth with read-only access. Select the data you want to track.

Choose your metrics

Pick the metrics for your Shopify Returning Customers Report: repeat purchase rate, returning customer revenue, avg orders per customer, retention rate.

Pick your destination

Send to Slack, email, or Google Chat. Your team sees it where they work.

Set the schedule

Schedule monthly delivery. Chartcastr handles the rest — charts, AI summaries, and delivery.

Best Schedule

Monthly

For this report, we recommend a monthly cadence. This ensures your team always has fresh data without notification fatigue. Adjust the schedule anytime from your Chartcastr dashboard.

Other Shopify Reports

Shopify Daily Sales Report Shopify Weekly Sales Report Shopify Monthly Revenue Report Shopify Orders Summary

Frequently Asked Questions

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