How is the upsell lift calculated?

The `calculate_upsell_lift` tool compares the upgrade rate of users who use AI features against the baseline rate of users who do not.

Can I identify users ready to upgrade?

Yes, by using `identify_upgrade_triggers`, you can detect when a user's interaction frequency with gated features suggests they are ready for a higher tier.

How does this help with revenue forecasting?

The `calculate_revenue_attribution` tool translates the observed lift into specific dollar amounts, helping you justify AI development costs.

AI Feature Upsell Correlation MCP Connector for Claude

A+

Quantify the impact of AI features on subscription upgrades.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides tools to measure how AI feature adoption drives revenue growth in SaaS models. It calculates the upgrade probability lift, attributes revenue to AI usage, and identifies specific user behaviors that trigger upgrade suggestions. Use calculate_upsell_lift to find the relative increase in upgrades, calculate_revenue_attribution to determine the dollar value of AI-driven growth, and identify_upgrade_triggers to detect users ready for a tier upgrade based on their interaction with gated features.

ai-impactupsellrevenuesaas-metricscorrelation

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_o7UthbwlZ6Sg5XpqirlXKWAlaRg54PwMhmyuzh9G/mcp

② Claude Code (terminal)

claude mcp add --transport http ai-feature-upsell-correlation https://edge.vinkius.com/vk_preview_o7UthbwlZ6Sg5XpqirlXKWAlaRg54PwMhmyuzh9G/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "ai-feature-upsell-correlation": {
      "url": "https://edge.vinkius.com/vk_preview_o7UthbwlZ6Sg5XpqirlXKWAlaRg54PwMhmyuzh9G/mcp"
    }
  }
}

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