Use Cases

The charts and responses in the result links are examples; actual responses vary depending on your Workspace data and the point in time.

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.

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.

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.

Weekly Retention Visualization

Compare retention across cohorts to examine where differences appear and hypotheses for their causes.

Active User Changes Over the Past 3 Months

Summarize user changes over a specific period and identify the trend.

Conversion Rate Comparison by User Path

Compare conversion rates by path and find the characteristics of paths that favor conversion.

Impact of a New Feature on Stickiness

Compare stickiness before and after a new feature to examine its impact on user revisits.

Retention Changes After a New Feature Launch

Compare retention before and after launch to see how the new feature affected retention.

Push Message Engagement Analysis

Compare engagement rates across push campaigns and find what high-performing messages have in common.

Effect of In-App Message Design Changes

Compare click-through rates before and after the design change to measure the effect of the change.