> For the complete documentation index, see [llms.txt](https://docs.hackle.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.hackle.io/en/ai/model-context-protocol/use-cases.md). # Use Cases {% hint style="info" %} The charts and responses in the result links are examples; actual responses vary depending on your Workspace data and the point in time. {% endhint %} {% hint style="success" %} **Start with a simple question, then go deeper with follow-ups.** Rather than a long question that includes every condition up front, look at the result and ask follow-up questions like *"Why did it drop at this point?"*, *"Show me just this cohort"*, or *"Draw it as a chart"* — this leads to deeper analysis. {% endhint %} {% hint style="success" %} **If you need a visualization, ask for it explicitly.** If you ask something like *"Draw it as a chart"* or *"Analyze it with a visualization"*, an appropriate type of chart is generated. {% endhint %} See real examples of the kinds of analysis you can run with Hackle MCP.\ Each example includes the prompt used and a link to the result Claude generated.
Daily Active Users
Visualization		Track active user trends in a chart and
analyze the periods of change and their causes.		https://claude.ai/public/artifacts/cb661fe3-8816-4c83-9ad6-5d1547e68ac1
Weekly Retention VisualizationCompare retention across cohorts to
examine where differences appear and hypotheses for their causes.		https://claude.ai/public/artifacts/61051380-d824-4163-b3f9-c0eb2ff004c9
Active User Changes
Over the Past 3 Months		Summarize user changes over a specific period and
identify the trend.		https://claude.ai/share/e1e433c5-d88a-45ec-b2a9-d8e893f07b72
Conversion Rate Comparison
by User Path		Compare conversion rates by path and
find the characteristics of paths that favor conversion.		https://claude.ai/share/b31b7296-1a44-4e06-b6c7-1e9a0eb2c132
Impact of a New Feature
on Stickiness		Compare stickiness before and after a new feature to
examine its impact on user revisits.		https://claude.ai/share/d0d78742-7807-4b92-9daf-79944d1f6ce2
Retention Changes
After a New Feature Launch		Compare retention before and after launch to
see how the new feature affected retention.		https://claude.ai/share/9b9aaf56-016b-4c59-8f85-7e30f45e50be
Push Message Engagement AnalysisCompare engagement rates across push campaigns and
find what high-performing messages have in common.		https://claude.ai/share/302b1a85-b865-4252-b7c7-a63fca220218
Effect of In-App Message Design ChangesCompare click-through rates before and after the design change to
measure the effect of the change.		https://claude.ai/share/22b502eb-32af-4e05-a2fd-e47690b5b0b6
--- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://docs.hackle.io/en/ai/model-context-protocol/use-cases.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.