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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use CAC Payback Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze CAC payback periods and expansion impact across SMB, Mid-Market, and Enterprise segments.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete CAC Payback Engine capability set.

These are the exact actions your AI can choose when you ask it to work with CAC Payback Engine.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through CAC Payback Engine.

  1. 01

    Evaluate expansion impact

    Evaluate the impact of expansion revenue on CAC payback

  2. 02

    Retrieve segment benchmarks

    Retrieve industry standard CAC payback benchmarks

  3. 03

    Calculate segment payback

    Calculate the CAC payback period for a specific customer segment

Observed, not estimated

644ms average. Fast in production.

CAC Payback Engine is checked daily against the live service.

Daily averagePeak 838ms
Aug 20Today
Fastest day
469ms
Slowest day
838ms
14-day trend
Slowing+61%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of CAC Payback Engine, so you can see the experience inside your AI.

It does not authenticate your account with CAC Payback Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

CAC Payback Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_p5JFlZH70gd2WJINrGbkRXkJJaJQ94P45l3jKjOZ/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 — CAC Payback Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cac-payback-by-segment-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_p5JFlZH70gd2WJINrGbkRXkJJaJQ94P45l3jKjOZ/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions CAC Payback Engine owners ask.

  • 01

    How is the CAC payback period calculated?

    The capability calculates annual contribution by multiplying ACV and Gross Margin, then adding any expected expansion revenue. This total is divided by 12 to find the monthly contribution. Finally, the CAC is divided by this monthly figure.

  • 02

    What are the industry benchmarks used?

    The capability uses hardcoded standards: SMB segments target a recovery period between 12 and 18 months, while Enterprise segments target 18 to 24 months.

  • 03

    Can I analyze the impact of expansion revenue?

    Yes, using the evaluate_expansion_impact capability, you can quantify exactly how many months are saved and the percentage reduction in payback time when expansion revenue is included.

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