• PROFIT
  • SCALE
  • DRIFT
  • HUMAN

How to audit media spend profitability with your AI

Connect your ad data once. From then on, your AI identifies exactly which campaigns are burning cash by comparing acquisition costs against customer value.

Ask AI about this page

Short answer

How can I use AI to check if my ad spend is actually profitable?

Your AI pulls real-time spend data and compares it to your customer lifetime value and marginal ROAS. You get a clear view of which channels are scaling profitably and which are just wasting budget.

The audit outcomes.

Where your insights land.

The AI processes your data to produce these four specific results.

PROFIT

Profitability gaps

The AI flags specific campaigns where CAC exceeds LTV. You see exactly where your margins are disappearing.

SCALE

Marginal ROAS check

It calculates if increasing spend on a specific channel will actually yield more profit. This prevents overspending on saturated audiences.

DRIFT

Efficiency alerts

The AI monitors for sudden shifts in performance. It catches when a winning campaign starts to decay before you notice it manually.

HUMAN

Strategic decisions

The AI provides the math, but you decide how to reallocate the budget. It leaves the final budget shifts to your judgment.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of data reconciliation so you don't have to build manual spreadsheets.

  1. Data ingestion

    The AI pulls your latest spend and conversion metrics from your connected ad platforms.

    validate_traffic_manager

  2. Metric cross-referencing

    It maps your acquisition costs against your customer value data to find the true margin.

    validate_traffic_manager

  3. Profitability modeling

    The agent calculates marginal ROAS to see if your current scaling is sustainable.

    validate_traffic_manager

  4. Anomaly detection

    It identifies discrepancies between reported spend and actual profitable outcomes.

    validate_traffic_manager

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

These are opening lines. Replace the bracketed info with your specific platform or sheet names.

Traffic Manager Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Vriz4XPIXtb8Of3EMkpzdECzyvsCT2t6OMuHU3pc/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 — Traffic Manager Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "traffic-manager-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Vriz4XPIXtb8Of3EMkpzdECzyvsCT2t6OMuHU3pc/mcp"
    }
  }
}
Copy into chat04

  • Compare my Meta spend from last week against the LTV data in my Google Sheet.

  • Which of my Google Ads campaigns have a CAC higher than their projected LTV?

  • Check the marginal ROAS for my recent TikTok scaling efforts.

  • Audit my recent spend across all channels and flag anything where the margin is shrinking.

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

Start here

Connect Traffic Manager Prover once, then ask.

Just link your accounts. Your credentials stay encrypted and secure, and you can start asking questions immediately.

Connect Traffic Manager Prover to your AI

FAQ

How the audit behaves

  • 01

    Can the AI change my ad budgets automatically?

    No. The AI only analyzes the data and provides the math. You must manually adjust your budgets in your ad manager.

  • 02

    Does the AI delete any of my campaign data?

    No. The AI only reads your data to perform the audit. It has no permission to delete or modify your records.

  • 03

    What data do I need to provide for an accurate audit?

    You need to have your spend data and your customer value (LTV) data accessible through the connected platforms.

  • 04

    Can it audit my offline sales too?

    Yes, as long as your offline sales data is synced to a source the AI can read, like a spreadsheet or CRM.

  • 05

    How often does it refresh the data?

    The AI pulls fresh data every time you run a prompt or ask it to check for updates.

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

Connect Traffic Manager Prover to Claude, Cursor, ChatGPT & more