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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI Benchmark ROI Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Turn research rankings into measurable business ROI.

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 · 4 capabilities

The complete AI Benchmark ROI Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with AI Benchmark ROI Analyzer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI Benchmark ROI Analyzer.

  1. 01

    Calculate conversion impact

    Estimates the additional revenue or customer acquisition volume resulting from benchmark credibility

  2. 02

    Calculate leadership value

    Determines the total brand equity and market authority value generated by specific benchmark rankings

  3. 03

    Calculate roi metrics

    Provides the final financial efficiency metric by comparing total benefits to total costs

  4. 04

    Apply shelf life decay

    Adjusts the calculated value of a benchmark achievement based on its age

One connector, every AI

AI Benchmark ROI Analyzer works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put AI Benchmark ROI Analyzer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

952ms average. Fast in production.

AI Benchmark ROI Analyzer is checked daily against the live service.

Daily averagePeak 1085ms
Sep 5Today
Fastest day
891ms
Slowest day
1085ms
14-day trend
Slowing+22%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 AI Benchmark ROI Analyzer, so you can see the experience inside your AI.

It does not authenticate your account with AI Benchmark ROI Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

AI Benchmark ROI Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_J5t41NKIzBHdaiB3Va10Jf4mWu5dMqe67676dD74/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 — AI Benchmark ROI Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-benchmark-roi-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_J5t41NKIzBHdaiB3Va10Jf4mWu5dMqe67676dD74/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

Guided setup for Claude? link.label

See all the AI clients this connector works with ↑

Who it's for

Built for the work AI Benchmark ROI Analyzer owners hand off.

This MCP is essential for anyone who needs to justify large research or marketing expenditures. If your job requires translating industry recognition into dollars, this is your capability. It helps you prove the financial worth of your AI leadership.

  • 01

    Strategy Consultant

    Use it to build financial models that prove the value of industry benchmarks to clients.

  • 02

    Marketing Director

    Run analyses to show the direct revenue impact of achieving top-tier industry rankings.

  • 03

    R&D Lead

    Quantify the return on investment for expensive research projects and benchmark submissions.

FAQ

Questions AI Benchmark ROI Analyzer owners ask.

  • 01

    Does this MCP only calculate marketing value?

    No. While it focuses on marketing credibility, it provides a full financial picture. You can calculate the total ROI by comparing all benefits, including research costs, against the total value generated.

  • 02

    Can I factor in how old the benchmark is?

    Yes. The MCP includes a capability that adjusts the calculated value based on the achievement's age, modeling 'shelf life decay' so you get an accurate, current valuation.

  • 03

    What kind of data do I need to provide?

    You need to provide specific financial inputs, such as base acquisition values, marketing budgets, and the initial cost of the research investment.

  • 04

    Is this capability just for AI benchmarking?

    It's designed for quantifying the value of any industry leadership position. You can apply the framework to any field where ranking or credibility drives revenue.

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