• USAGE DATA
  • FEATURE LISTS
  • TREND ANALYSIS
  • HUMAN REVIEW

How to analyze feature adoption with your AI

Connect Pendo to your agent to pull usage data through natural language. Once linked, you can query specific feature metrics without opening a dashboard.

Ask AI about this page

Short answer

How can I use AI to track feature adoption in Pendo?

Your agent uses Pendo tools to list your product features and run programmatic aggregations on usage data. You get specific engagement numbers for any feature you ask about. This breakdown shows how the data moves from Pendo to your chat interface.

The outcomes.

Where your data lands.

The AI handles the data retrieval so you can focus on the product strategy.

USAGE DATA

Feature engagement counts

The agent pulls specific counts and usage frequencies for any feature you name. You get the raw numbers without manual exporting.

FEATURE LISTS

Complete feature inventory

The AI identifies every feature currently tracked in your Pendo instance. This ensures you are querying the right identifiers.

TREND ANALYSIS

Adoption patterns

By running aggregations, your agent highlights which features are growing or stalling. You see the movement in user behavior immediately.

HUMAN REVIEW

Strategic decisions

The AI provides the data, but you decide what the adoption gaps mean for your roadmap. You interpret the results to plan your next move.

The workflow

What your AI does when you ask for metrics.

The agent acts as a bridge between your natural language questions and the Pendo API.

  1. Identify features

    The agent scans your Pendo setup to find the exact feature names you want to investigate.

    list_pendo_features

  2. Fetch usage stats

    Once the feature is identified, the agent pulls the specific engagement metrics you requested.

    run_pendo_aggregation

  3. Calculate trends

    The agent runs math on the aggregated data to show how adoption is changing over time.

    run_pendo_aggregation

  4. Summarize findings

    The agent translates the raw numbers into a clear summary of what the data shows.

    run_pendo_aggregation

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap out the feature names and timeframes with your actual Pendo data.

Pendo Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HTmra3gtzoniisIkfVeH6dUlxzvC4Yxtm5FM6C0A/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-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HTmra3gtzoniisIkfVeH6dUlxzvC4Yxtm5FM6C0A/mcp"
    }
  }
}
Copy into chat04

  • List all the features currently tracked in my Pendo account.

  • Run an aggregation for the 'Dashboard Export' feature to see how many users used it last week.

  • Compare the adoption rate of the 'New User Onboarding' feature against the 'Advanced Settings' feature.

  • Show me the total engagement count for the 'Mobile App Login' feature over the last 30 days.

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

Start here

Connect Pendo once, then ask.

You only need to link your account once. Your credentials stay encrypted and secure, and you can start querying data immediately.

Connect Pendo to your AI

FAQ

How the Pendo analysis works

  • 01

    Can the AI change my Pendo settings?

    No. The agent can only read feature lists and run aggregations. It cannot modify your Pendo configuration or settings.

  • 02

    Does the AI delete any user data?

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

  • 03

    Can I ask for custom reports not in Pendo?

    The AI can only aggregate data that already exists within your Pendo instance through the provided tools.

  • 04

    How does the AI know which feature I am talking about?

    The agent uses the feature list to match your descriptions to the actual feature identifiers in Pendo.

  • 05

    Can the AI create new features in my product?

    No. The agent is limited to analyzing existing feature data.

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

Connect Pendo to Claude, Cursor, ChatGPT & more