• METRIC
  • SENTIMENT
  • INSIGHT
  • HUMAN

How to calculate program NPS and satisfaction with your AI

Connect your survey data once. Your AI handles the math and the sentiment analysis from then on.

Ask AI about this page

Short answer

How do I calculate program NPS and satisfaction with my AI?

Feed your raw survey responses into your AI client. It uses specific tools to turn those responses into a Net Promoter Score and a satisfaction rating. You get a clear breakdown of founder loyalty and program success.

The results.

Where your data lands.

The AI processes your raw feedback into these four distinct outcomes.

METRIC

Calculated NPS score

The AI runs the math on your promoter and detractor counts. You get a single number representing founder loyalty.

SENTIMENT

Satisfaction breakdown

The agent analyzes qualitative feedback to determine how satisfied founders actually are. It identifies if your cohort is happy or frustrated.

INSIGHT

Loyalty trends

The AI looks for patterns in the data to show how founder sentiment is shifting. This helps you spot issues before they become crises.

HUMAN

Manual review needed

The AI flags outlier comments or highly emotional feedback. You decide how to respond to these specific founders personally.

The workflow

What your AI does when the data arrives.

The AI moves from raw numbers to structured insights through a specific sequence.

  1. Ingest feedback

    Your AI reads the raw survey responses you provide from your database or spreadsheet.

    compute_nps

  2. Calculate NPS

    The agent identifies promoters, passives, and detractors to find your score.

    compute_nps

  3. Assess satisfaction

    The AI evaluates the qualitative text to determine how satisfied founders actually are.

    calculate_overall_satisfaction

  4. Summarize findings

    The agent compiles the scores and sentiment into a readable summary for you.

    calculate_overall_satisfactioncompute_nps

Try it

Copy these to start.

Use these prompts to kick off the analysis.

Starting points

These are opening lines. Swap the bracketed text for your actual file names or sheet links.

Accelerator Satisfaction Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HDGanGhpLna5KSfUVZZwmCUcPl60dWiQIZ5UgfKP/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 Satisfaction Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-program-satisfaction-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HDGanGhpLna5KSfUVZZwmCUcPl60dWiQIZ5UgfKP/mcp"
    }
  }
}
Copy into chat04

  • Calculate the NPS for the survey data in my Google Sheet.

  • What is the overall satisfaction score based on these recent founder responses?

  • Run the NPS calculation on the feedback exported from my Typeform.

  • Summarize the satisfaction levels and NPS from the CSV file I just uploaded.

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

Start here

Connect Accelerator Program Satisfaction Engine once, then ask.

One click connects this MCP to your AI client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Accelerator Program Satisfaction Engine to your AI

FAQ

Common questions

  • 01

    Can the AI change my original survey responses?

    No. The AI only reads your data to perform calculations; it cannot edit or delete your source files.

  • 02

    Does the AI automatically send emails to unhappy founders?

    No. The AI identifies unhappy founders, but you must decide if and when to contact them.

  • 03

    Can I use this with Claude or Cursor?

    Yes, any MCP-compatible client works once you connect the Connector.

  • 04

    How does it handle qualitative comments?

    It uses the satisfaction tool to turn text feedback into a structured satisfaction metric.

  • 05

    Do I need to format my data in a specific way?

    The AI is flexible, but providing clean CSV or spreadsheet data makes the math more reliable.

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

Connect Accelerator Satisfaction Engine to Claude, Cursor, ChatGPT & more