Tom Sailors
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Analytics

Customer Chat Insights

Use customer conversations to understand where shoppers need more help.

The problem

Chat transcripts contain useful clues about confusing product details and unanswered questions. Reading every conversation manually can take more time than your team has.

What it does

This analytics tool summarizes conversations and identifies topics, intent, and sentiment. It collects customer satisfaction ratings and provides conversion and revenue dashboards in Shopify admin.

The original build also includes a daily email digest and an experiment comparing different chat entry points.

For your store

The summaries, dashboard views, and email digest could focus on the questions and outcomes your team wants to understand, such as product confusion or recurring support topics.

What you get
Shopify surfaces
Embedded admin
Built with
Nodenode-cronAnthropic SDKPrismaPostgreSQLSendGrid/Resend email

These are example builds for live stores. To scope a version around your products, team, and processes, start a brief.

Start a brief