• PRIORITY
  • EFFICIENCY
  • BUDGET
  • HUMAN

How to rank channel performance with your AI

Connect your marketing data once. From there, your AI handles the math to tell you which channels are actually hitting your targets.

Ask AI about this page

Short answer

How can I use AI to rank my marketing channels?

Your AI uses the Media Mix Efficiency Calculator to weigh channel data against your specific lead or revenue goals. You get a prioritized list of which channels deserve more budget and which are underperforming. This breakdown shows exactly how each channel contributes to your bottom line.

The outcomes of your analysis.

Where your insights land.

Once the AI processes your data, you get these specific outcomes.

PRIORITY

Weighted channel rankings

The AI ranks every channel based on your custom goals. You see exactly which sources are the most efficient for your specific targets.

EFFICIENCY

Performance metrics

Get a clear view of cost per lead or revenue per channel. This helps you spot where you are overspending on low-value traffic.

BUDGET

Reallocation guidance

The AI identifies which channels to scale and which to cut. You get the data needed to move budget to high-performing areas.

HUMAN

Strategic decisions

The AI provides the math, but you decide the final budget shifts. You use these rankings to justify your marketing strategy to stakeholders.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of data processing and weighting.

  1. Data ingestion

    Your AI pulls the raw performance numbers from your connected marketing sources.

    calculate_channel_metrics

  2. Goal weighting

    The AI applies your specific lead or revenue targets to the raw channel data.

    rank_channel_efficiency

  3. Efficiency ranking

    The AI compares the cost and output of every channel to create a sorted list.

    rank_channel_efficiency

  4. Metric validation

    The AI double checks the math to ensure the channel efficiency scores are accurate.

    calculate_channel_metrics

Try it

Copy these to start.

Paste these into your chat to begin the analysis.

Starting points

Swap out the bracketed text for your actual channel names or goal types.

Media Mix Efficiency Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_iQYyK1pyfSMrKO04GRDswSl7eg1NHholRCBDg3VZ/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 — Media Mix Efficiency Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "media-mix-efficiency-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_iQYyK1pyfSMrKO04GRDswSl7eg1NHholRCBDg3VZ/mcp"
    }
  }
}
Copy into chat04

  • Rank my marketing channels based on revenue goals using the data from my Google Ads and LinkedIn sheets.

  • Which of my channels is most efficient for generating leads according to the current performance data?

  • Calculate the efficiency of my Facebook and organic search channels compared to my target CPA.

  • Give me a weighted ranking of all active channels based on my primary goal of increasing monthly revenue.

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

Start here

Connect Media Mix Efficiency Calculator once, then ask.

Just click the link to connect the MCP to your AI client. Your credentials stay encrypted and you can start asking questions immediately.

Connect Media Mix Efficiency Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my actual marketing budgets?

    No. The AI only calculates rankings and provides insights. You must manually adjust budgets in your marketing platforms.

  • 02

    Does the AI delete any of my existing marketing data?

    No. The AI only reads your data to perform calculations. It has no capability to delete or modify your source records.

  • 03

    How does the AI know which channel is better?

    It uses the rank_channel_efficiency tool to weigh your specific goals against the metrics it pulls from your channels.

  • 04

    Can I use this with any marketing data?

    Yes, as long as you can provide the channel metrics through your connected data sources.

  • 05

    What if I want to change my goals halfway through?

    You can simply ask the AI to re-run the ranking using a different set of goals or weights.

  • More questions about Media Mix Efficiency Calculator? The Connector page answers them. See everything the Media Mix Efficiency Calculator Connector can do

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