• USAGE
  • FLOW
  • TRENDS
  • HUMAN

How to analyze feature adoption with your AI

Connect Pendo to your AI client to turn raw usage logs into clear adoption trends. You stop guessing what works and start seeing exactly how people move through your product.

Ask AI about this page

Short answer

How can I use AI to track feature adoption?

Your AI uses Pendo data to aggregate how users interact with specific elements and pages. You get a clear picture of feature stickiness and navigation patterns without manual data exports.

Where the data goes

Actionable adoption insights.

The AI processes your Pendo telemetry into these specific outcomes.

USAGE

Feature stickiness maps

The AI identifies which specific features are being used and how frequently. You'll see which tools are essential and which are being ignored.

FLOW

Page interaction paths

It tracks how users move between different pages. This shows you where people get stuck or where they drop off during a workflow.

TRENDS

Adoption velocity

The AI aggregates data over time to show if feature use is growing or shrinking. You get the context needed to judge a new release.

HUMAN

Strategic decisions

The AI presents the raw trends, but you decide whether to double down on a feature or sunset a failing one.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of querying and grouping your Pendo telemetry.

  1. Inventory features

    The AI first identifies every available feature currently tracked in your Pendo instance.

    list_pendo_features

  2. Map the interface

    It pulls a list of all pages to understand the context of where user actions are happening.

    list_pendo_pages

  3. Aggregate usage

    The AI runs calculations to group user interactions into meaningful adoption metrics.

    run_pendo_aggregation

  4. Summarize findings

    The AI interprets the resulting numbers to explain the actual behavior patterns it found.

    run_pendo_aggregation

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap the bracketed text for your actual feature names or page paths.

Pendo Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_hLv05r0FEKIqB8nCDWgeTsdLXBITi0WJK5qmWqtN/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 — Pendo capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "pendo-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_hLv05r0FEKIqB8nCDWgeTsdLXBITi0WJK5qmWqtN/mcp"
    }
  }
}
Copy into chat04

  • Show me the adoption rates for the [Feature Name] feature.

  • Which pages in Pendo have the highest user interaction right now?

  • Run an aggregation to show me how many users used [Feature Name] last week.

  • Compare the usage of [Feature A] versus [Feature B] based on recent data.

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

Start here

Connect Pendo once, then ask.

Just follow the link to authorize the connection. Your credentials stay encrypted, and you can immediately start asking questions in your preferred AI client.

Connect Pendo to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my Pendo settings?

    No. The AI can only read and aggregate data. It cannot modify your Pendo configuration or settings.

  • 02

    Does the AI delete any user data?

    No. The AI has no capability to delete or overwrite any data within Pendo.

  • 03

    Can I use this to trigger in-app guides?

    No. This specific connection is for analyzing usage data, not for executing actions like launching guides or polls.

  • 04

    How does the AI know which features to look at?

    It uses the list of features provided by your Pendo account to identify what is available for analysis.

  • 05

    Can the AI create new custom segments in Pendo?

    No. The AI can only aggregate existing data through the provided tools.

  • More questions about Pendo? The Connector page answers them. See everything the Pendo Connector can do

Connect Pendo to Claude, Cursor, ChatGPT & more