The Shopify MCP serverfor behavioral data.

Ask your AI why customers aren't buying.

Install on Shopify See how it works

01How it works

1

Install from Shopify.

One click in your Shopify admin. A lightweight script (under 20 KB) starts capturing behavior automatically. No tagging, no setup, no speed impact.

2

Data flows on its own.

Clicks, scrolls, funnels, products, revenue — every event gets e-commerce context and structure. You do nothing.

3

Connect via MCP.

Data is accessible through an MCP server— one-click connection. Plug in Claude, ChatGPT, or any MCP-compatible client.

02See it in action

This is what it looks like when your AI actually understands your store.

claude.ai · clickcontext

Claude AI analyzing a Shopify product page with Click Context data — identifying low scroll depth, rage clicks on size chart, and missing reviews as conversion blockers

Based on real Click Context data from a beta store. Every insight grounded in actual customer behavior — no hallucinations, no guesswork.

03How we compare

Hotjar

Clarity

Click Context

Shows what customers clicked

✓

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E-commerce context per event

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Connects clicks to actual revenue

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✓

Data structured for AI tools

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✓

Works with Claude / ChatGPT

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✓

No recording limits or quotas

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✓

Hotjar and Clarity show you what happened. Click Context tells your AI why. See the full comparison →

04What your AI sees

Your store, fully understood

Every click, scroll, and purchase intent — structured so AI understands your store like you do.

No more endless heatmaps and recordings nobody watches. Collect your behavioral data in the structure and context AI understands.

Not a mockup — the panel is your own live session, the exact structured signal your AI would receive. Move, click, scroll and watch it read you.

01

Revenue correlation

Know which UX changes actually made money

02

Conversion funnel

See exactly where checkouts break

03

Click behavior

Find out which buttons customers ignore

04

Anomaly detection

Get alerted before revenue drops

05Book a call

Get a free audit of your store.

Pick a time and we'll walk through what your behavioral data reveals — live, on your store.

06Read more

Microsoft Clarity vs Hotjar for Shopify

Honest comparison: pricing, data ownership, AI access, and which tool to actually pick in 2026.

Migration guide

Best Hotjar alternative after Contentsquare

Five replacements for Shopify merchants — fairly compared, with a practical migration plan.

Best Shopify heatmap & session replay apps

Six tools merchants actually install in 2026 — features, pricing, and who they're for.

Connect your Shopify store to Claude (MCP)

How to plug your behavioral data into Claude or ChatGPT — what you can ask and what you can't.

Why your Shopify analytics data should belong to you

Free analytics tools aren't free. A practical look at merchant data ownership in 2026.

Stop guessing. Start asking.

Install in minutes. Your AI gets real answers about your store from day one.

Install on Shopify

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