• REPORTING
  • SURVEYS
  • ANALYSIS
  • HUMAN

How to track marketing channel attribution with your AI

Connect KnoCommerce to your AI agent to link your marketing spend directly to customer sentiment.

Ask AI about this page

Short answer

How can I see which marketing channels drive the best customer feedback?

Your AI pulls attribution reports and survey lists to map specific marketing channels to customer responses. You get a clear view of which spend actually results in positive sentiment. This breakdown shows you how to set it up.

Where your data lands.

The outcomes of your analysis.

The AI moves data from KnoCommerce into your existing workflows.

REPORTING

Attribution insights

The AI pulls channel reports to show you which sources are performing. You see exactly where your customers are coming from.

SURVEYS

Feedback lists

Your agent pulls recent survey responses. You can see the specific comments tied to different marketing touchpoints.

ANALYSIS

Sentiment mapping

The AI compares spend data against survey results. You find out which channels bring in your happiest customers.

HUMAN

Strategic decisions

The AI presents the findings, but you decide how to reallocate your marketing budget based on the results.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of pulling and organizing your KnoCommerce data.

  1. Fetch attribution data

    The AI requests a breakdown of your marketing channels and their performance metrics.

    get_channel_attribution_report

  2. Retrieve customer surveys

    The agent pulls your existing survey responses to get the qualitative side of the story.

    list_surveys

  3. Cross-reference sources

    The AI matches the attribution data with the survey responses to find patterns.

    get_channel_attribution_reportlist_surveys

  4. Summarize findings

    The agent presents a clear summary of which channels are driving the best customer sentiment.

    get_channel_attribution_report

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap out the bracketed text for your specific channel names or survey IDs.

KnoCommerce Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_eXduZfli8upjIewqhlbWdXCeuigcLooznjXhU4Yt/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 — KnoCommerce capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "knocommerce-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_eXduZfli8upjIewqhlbWdXCeuigcLooznjXhU4Yt/mcp"
    }
  }
}
Copy into chat04

  • Get a channel attribution report for my Instagram campaigns.

  • List all recent surveys to see what customers are saying.

  • Compare the attribution report for Facebook against my latest survey responses.

  • Which marketing channel has the highest volume of positive survey feedback?

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

Start here

Connect KnoCommerce once, then ask.

Click the link to connect your account. Your credentials stay encrypted and secure, and you can start asking questions immediately.

Connect KnoCommerce to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my marketing spend in KnoCommerce?

    No. The AI can only read attribution reports and survey data. It cannot modify your budget or settings.

  • 02

    Can the AI delete my surveys?

    No. The AI only has permission to list and read survey data. It cannot delete or edit any records.

  • 03

    Does the AI see all my customer data?

    The AI only accesses the specific data provided by the attribution and survey tools.

  • 04

    Can I use this with Claude?

    Yes, as long as you are using an MCP-compatible client like Claude Desktop.

  • 05

    How does the AI know which survey belongs to which channel?

    The AI uses the attribution reports to map the customer's journey to the specific survey they completed.

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

Connect KnoCommerce to Claude, Cursor, ChatGPT & more