• SCHEMA
  • METADATA
  • CLEANUP
  • HUMAN

How to audit product event tracking with your AI

Connect GrowingIO to your AI client to inspect your event schema. Once connected, your agent can scan your tracking setup to find discrepancies.

Ask AI about this page

Short answer

How can I audit my product event tracking with AI?

Your AI pulls your current event list and variable definitions from GrowingIO. It compares these against your expected schema to find missing properties or misnamed events. You get a clear list of tracking gaps and metadata errors.

Audit outcomes.

Where tracking gaps land.

The AI identifies exactly where your data collection is failing.

SCHEMA

Missing event detection

The AI compares your documented plan against the actual event stream. It flags any user actions that aren't being recorded.

METADATA

Property validation

The agent checks if the variables attached to your events match your requirements. It finds missing or incorrectly typed metadata.

CLEANUP

Error reporting

You receive a structured list of broken events and malformed properties. This serves as a direct checklist for your engineering team.

HUMAN

Manual fixes

The AI identifies the gaps, but you must implement the code changes in your app. It provides the context needed to fix the tracking implementation.

The workflow

What your AI does when the audit starts.

The AI moves through your GrowingIO data to map out your current tracking state.

  1. Map the event landscape

    The agent pulls a full list of every event currently being sent to GrowingIO. This creates the baseline for the audit.

    list_events

  2. Inspect event structure

    The AI looks at specific events to see how they are built. It examines the properties and values being sent with each trigger.

    get_event

  3. Validate metadata

    The agent checks the specific variables associated with your events. It ensures the metadata matches your intended schema.

    list_variables

  4. Identify discrepancies

    The AI compares the gathered data against your provided requirements. It highlights where the actual data deviates from your plan.

    get_eventlist_variables

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

Swap out the bracketed text for your specific event names or property keys.

GrowingIO Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_u60VXXuVcL3y57sTWL2zr6J2OAcGQI6ta6DW5L1U/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 — GrowingIO capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "growingio-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_u60VXXuVcL3y57sTWL2zr6J2OAcGQI6ta6DW5L1U/mcp"
    }
  }
}
Copy into chat04

  • List all events in GrowingIO and tell me if any look like they are missing standard properties.

  • Check the event 'button_click' and tell me if the 'page_id' variable is being captured.

  • Compare my list of required properties for 'checkout_complete' against the actual event data.

  • Find all events that are missing the 'user_type' variable in my GrowingIO setup.

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

Start here

Connect GrowingIO once, then ask.

Just provide your credentials through the Vinkius interface. Your connection is secure, and you can immediately start asking questions about your data.

Connect GrowingIO to your AI

FAQ

Common questions

  • 01

    Can the AI fix my tracking code automatically?

    No. The AI can only read your event data and identify errors. You have to manually update your code to fix any tracking issues.

  • 02

    Can the AI delete events from GrowingIO?

    No. The tools only allow the AI to list and get event data. It cannot modify or delete any data in your GrowingIO account.

  • 03

    How does the AI know what my schema should look like?

    You need to provide your expected schema or a list of required properties in your prompt so the AI has something to compare the data against.

  • 04

    Does the AI see all my user data?

    The AI only sees the event names, variables, and metadata that you specifically ask it to inspect using the available tools.

  • 05

    Can I use this to find duplicate events?

    Yes. By listing your events, the AI can identify multiple events that seem to represent the same user action.

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

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