• METRIC
  • ANALYSIS
  • INSIGHT
  • HUMAN

How to measure growth velocity with your AI

Connect the Accelerator Network Effects Engine to your AI client to track expansion rates across your entire ecosystem.

Ask AI about this page

Short answer

How do I measure growth velocity in my ecosystem?

Your AI uses the calculate_growth_velocity tool to compare new network additions against your existing base. This gives you a specific rate of expansion rather than just raw numbers. You get a clear picture of how your network scales.

The outcomes.

Where your data lands.

Once connected, your AI turns raw ecosystem data into actionable expansion metrics.

METRIC

Growth velocity score

The AI runs the calculation to provide a single velocity figure. This shows how fast you are scaling right now.

ANALYSIS

Relative expansion rates

The tool compares new growth against your current size. You see if your expansion is accelerating or slowing down.

INSIGHT

Network density trends

Your AI identifies how new connections affect the overall strength of the ecosystem. This helps you spot shifts in network health.

HUMAN

Strategic decisions

The AI provides the math, but you decide how to adjust your expansion strategy based on the results.

The workflow

What your AI does when the data arrives.

The AI handles the heavy math so you can focus on the implications of the numbers.

  1. Data ingestion

    Your AI pulls the latest ecosystem membership and connection counts from your network logs.

    calculate_growth_velocity

  2. Velocity calculation

    The agent applies the growth formula to determine the rate of change relative to your current scale.

    calculate_growth_velocity

  3. Trend identification

    The AI compares the current velocity against previous snapshots to find patterns in expansion.

    calculate_growth_velocity

  4. Report generation

    Your agent summarizes the velocity findings into a clear format you can use for planning.

    calculate_growth_velocity

Try it

Copy these to start.

Use these prompts to trigger the calculation immediately.

Starting points

Replace the bracketed text with your specific data sources like a Google Sheet or a database connection.

Accelerator Network Effects Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_cIfBsTDSfa9lwLyOoYp3Igq6sr9Fb1ASblHDUXeX/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 — Accelerator Network Effects capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-network-effects-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_cIfBsTDSfa9lwLyOoYp3Igq6sr9Fb1ASblHDUXeX/mcp"
    }
  }
}
Copy into chat04

  • Calculate the growth velocity for my current user list in this Google Sheet.

  • How fast is my network expanding based on the connection data in this repo?

  • Run a growth velocity check on my ecosystem using the latest contact list.

  • Compare the growth velocity of my network from last month to this month using this dataset.

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

Start here

Connect Accelerator Network Effects Engine once, then ask.

Just click the link to connect the MCP to your client. Your credentials stay encrypted and you can start asking questions immediately.

Connect Accelerator Network Effects Engine to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my ecosystem data?

    No. The AI only reads data to perform calculations. It cannot add, delete, or modify your actual network records.

  • 02

    Does the AI decide my growth strategy?

    No. The AI provides the velocity metrics and trends, but you are responsible for all strategic decisions.

  • 03

    How often can I run the velocity calculation?

    You can run the calculation as often as you need, provided your data source is updated.

  • 04

    What data does the AI need to work?

    The AI needs access to your ecosystem's membership and connection counts via the provided data source.

  • 05

    Will the AI automatically update my spreadsheets?

    No. The AI calculates the velocity and presents the answer to you in the chat. It does not write back to your files.

  • More questions about Accelerator Network Effects Engine? The Connector page answers them. See everything the Accelerator Network Effects Engine Connector can do

Connect Accelerator Network Effects to Claude, Cursor, ChatGPT & more