• METRICS
  • COMPARISON
  • ANALYSIS
  • HUMAN

How to calculate channel efficiency with your AI

Connect your marketing data once. Your AI handles the math for every channel in your mix from then on.

Ask AI about this page

Short answer

How do I get CPL, CPA, and ROAS for all my channels?

Your AI uses the Media Mix Efficiency Calculator to pull spend and conversion data across your marketing mix. It calculates specific efficiency metrics for every individual channel. You get a clear breakdown of where your money is working.

The results you get.

Where your data lands.

The AI processes your raw marketing inputs into these specific outcomes.

METRICS

Calculated efficiency scores

The AI runs the math to provide CPL, CPA, and ROAS for every channel. You get the exact numbers without manual spreadsheets.

COMPARISON

Channel performance ranking

The AI compares efficiency across your entire mix. You see which channels are overperforming or wasting budget.

ANALYSIS

Trend identification

The AI looks at how these metrics shift over time. You see which channels are scaling or losing steam.

HUMAN

Strategic decisions

The AI provides the numbers, but you decide how to reallocate your budget. You use the data to drive your next campaign move.

The workflow

What your AI does when the data arrives.

The AI takes your raw marketing inputs and turns them into actionable efficiency metrics.

  1. Data ingestion

    Your AI accesses your marketing spend and conversion data from your connected sources.

    calculate_channel_metrics

  2. Metric derivation

    The AI applies the necessary formulas to derive CPL, CPA, and ROAS for each channel.

    calculate_channel_metrics

  3. Channel grouping

    The AI organizes these metrics by channel to show how each part of your mix is performing.

    calculate_channel_metrics

  4. Reporting

    The AI presents the final efficiency breakdown in your chat interface.

    calculate_channel_metrics

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with your specific channel names or data sources.

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

  • Calculate the ROAS and CPA for my Facebook and Google Ads channels.

  • Which channel in my current mix has the lowest CPL?

  • Show me a breakdown of channel efficiency for the last 30 days.

  • Compare the CPA of my LinkedIn campaigns against my Search campaigns.

  • Claude
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Start here

Connect Media Mix Efficiency Calculator once, then ask.

One connection links your data to your AI client. Your credentials stay encrypted and secure on our side.

Connect Media Mix Efficiency Calculator to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my actual ad spend in my marketing accounts?

    No. The AI only reads data to calculate metrics. It cannot move money or change budgets in your accounts.

  • 02

    Does the AI delete any of my historical marketing data?

    No. The AI is read-only for your data. It calculates metrics based on what it sees without altering your records.

  • 03

    How does the AI know which channels to include?

    It uses the data provided in your marketing mix to identify all active channels and calculates metrics for each.

  • 04

    Can I ask for these metrics in a specific format?

    Yes. You can ask your AI to present the CPL, CPA, or ROAS as a list, a table, or a summary.

  • 05

    Do I need to provide the formulas for CPL and ROAS?

    No. The AI already knows how to derive these standard marketing metrics from your spend and conversion data.

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

Connect Media Mix Efficiency Calculator to Claude, Cursor, ChatGPT & more