Click Context

Click Context is an MCP server for Shopify stores that supplies structured behavioral data to AI models so they can explain customer drop-off and lost conversions. It addresses the gap between raw analytics and AI reasoning by automatically capturing events with full e-commerce context rather than requiring manual tagging or session replays.

A lightweight script under 20 KB is installed with one click from the Shopify admin. It records clicks, scrolls, funnels, products, and revenue events, each enriched with contextual data. The information flows without further intervention and becomes available through an MCP server that connects directly to Claude, ChatGPT, or any compatible AI client. The resulting dataset allows models to generate insights grounded in actual store behavior instead of hallucinations.

In comparison with Hotjar and Clarity, Click Context adds e-commerce context per event, links clicks to revenue, structures data for AI tools, integrates with Claude and ChatGPT, and operates without recording limits or quotas. The tool was built by a team that has worked with more than 50 Shopify merchants over five years. It presents its output in a format visible in AI interfaces such as claude.ai, where every insight references real customer actions from beta stores.