• DROP-OFFS
  • SEGMENTS
  • PATTERNS
  • HUMAN

How to analyze product funnels with your AI

Connect Amplitude to your AI client to query user paths and conversion rates. Once linked, you can ask questions about specific event sequences without manual data exports.

Ask AI about this page

Short answer

How can I use AI to find funnel drop-offs?

Your AI pulls event sequences from Amplitude to calculate conversion rates and pinpoint where users stop progressing. You get a clear view of friction points and high-performing user segments.

The results you get.

Where your insights land.

The AI processes your Amplitude data into these specific outcomes.

DROP-OFFS

Identify friction points

The AI finds the exact step in a sequence where users quit. You get a clear view of the leaky parts of your funnel.

SEGMENTS

Compare user groups

The AI isolates specific cohorts to see how different behaviors impact conversion. You'll see how different user types move through the product.

PATTERNS

Spot conversion drivers

The AI maps out successful event paths. You get a list of behaviors that correlate with high-value actions.

HUMAN

Strategic decisions

The AI provides the data and the math. You decide which product changes to implement based on the findings.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your questions and the Amplitude event stream.

  1. Map the sequence

    Your AI identifies the specific order of events you want to track. It builds the logical path for the analysis.

    get_funnel

  2. Isolate user groups

    The AI filters event data to focus on specific user attributes. This helps you see how different people use the product.

    event_segmentation

  3. Calculate conversion

    The AI runs the math on the event sequence to find the percentage of users moving from one step to the next.

    get_funnel

  4. Compare cohorts

    The AI looks at how different segments move through the same funnel. This highlights why some users convert better than others.

    event_segmentation

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

These are opening lines. Swap out the event names and user properties with your actual Amplitude data.

Amplitude Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_ZCTPbavyDRkd3bVgsesdhlwHokYANBUFcXdUjrBQ/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Amplitude capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "amplitude-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ZCTPbavyDRkd3bVgsesdhlwHokYANBUFcXdUjrBQ/mcp"
    }
  }
}
Copy into chat04

  • Show me the conversion rate for the funnel starting with 'app_open' and ending with 'subscription_complete'.

  • Compare the funnel conversion for users in the 'premium' segment versus the 'free' segment.

  • Find the biggest drop-off point in the user onboarding sequence.

  • Segment the 'purchase_click' event by device type and show me the conversion rates.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Amplitude once, then ask.

Provide your Amplitude credentials to get started. The connection is encrypted, and you can immediately start asking questions about your product data.

Connect Amplitude to your AI

FAQ

How this task behaves.

  • 01

    Can the AI create new charts in my Amplitude dashboard?

    No. The AI only reads data to answer your questions; it cannot create or modify charts in the Amplitude UI.

  • 02

    Does the AI have permission to delete my event data?

    No. The tools provided are read-only. Your data remains untouched.

  • 03

    Can I use this to track real-time user sessions?

    The AI analyzes the event data available in your Amplitude instance. If your data is real-time, the AI can query it, but it doesn't watch live streams.

  • 04

    Can the AI suggest product changes?

    The AI identifies where users drop off and which segments convert. You must decide what product changes to make based on those insights.

  • 05

    What happens if an event name is misspelled?

    The AI will fail to find the data. You must use the exact event names as they appear in your Amplitude schema.

  • More questions about Amplitude? See everything the Amplitude Connector can do

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