• SENTIMENT
  • TRENDS
  • THEMES
  • HUMAN

How to analyze user feedback trends with your AI

Connect Formbricks to your agent to turn raw survey data into clear sentiment summaries and trend reports.

Ask AI about this page

Short answer

How can I analyze my Formbricks feedback with AI?

Your agent accesses your survey data to identify recurring themes and sentiment shifts. You get instant summaries of NPS scores and qualitative responses without manual exports. This breakdown shows how your agent handles the data.

The results.

What your feedback becomes.

The AI processes raw responses into actionable insights.

SENTIMENT

Mood summaries

The agent reads through responses to tell you if users are happy or frustrated. You get a clear picture of the current user mood.

TRENDS

NPS movement

Your agent tracks how scores change over time. It spots when satisfaction dips or climbs based on recent data.

THEMES

Recurring issues

The AI groups similar comments together. It highlights the specific features or bugs users mention most often.

HUMAN

Manual review

You decide which specific comments need a direct reply. The AI flags the most critical feedback for your attention.

The workflow

What your AI does when the data arrives.

The agent moves from finding your surveys to interpreting the actual words users wrote.

  1. Find your surveys

    The agent identifies which surveys you want to analyze by looking at your available list.

    list_surveys

  2. Pull recent responses

    It gathers the latest entries from your chosen survey to get the most current data.

    list_responses

  3. Examine specific entries

    The agent looks at individual response details to understand the context of specific user comments.

    get_response

  4. Summarize findings

    The agent synthesizes all the gathered data into a single report on sentiment or NPS trends.

    list_responses

Try it

Copy these to start.

Paste these directly into your chat to begin.

Starting points

These are ideas to get you moving. Swap out the survey names for your actual Formbricks survey titles.

Formbricks Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Hi3Xocz8Qrn9hhteWfbmlabe8bWH6WqaL5Gbut0K/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 — Formbricks capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "formbricks-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Hi3Xocz8Qrn9hhteWfbmlabe8bWH6WqaL5Gbut0K/mcp"
    }
  }
}
Copy into chat04

  • Summarize the sentiment for my 'Product Feedback' survey.

  • What are the main complaints in the 'Q3 NPS' survey responses?

  • Compare the NPS trends from my 'Mobile App' survey over the last month.

  • Find the most common feature requests in the 'Beta Tester' survey.

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

Start here

Connect Formbricks once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking questions about your data in your preferred AI client.

Connect Formbricks to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my survey settings?

    No. The agent can only read survey and response data; it cannot modify your Formbricks configurations.

  • 02

    Will the AI delete any of my survey responses?

    No. The agent has no capability to delete or edit data in Formbricks.

  • 03

    Can I ask about a specific user's response?

    Yes, as long as you provide the specific response ID for the agent to look up.

  • 04

    Does the AI see all my surveys?

    The agent can see the list of all your surveys, but it only analyzes the ones you specifically ask it to.

  • 05

    Can the AI send an email to a user based on their feedback?

    No. This MCP is limited to reading survey data and cannot trigger external actions like sending emails.

  • More questions about Formbricks? The Connector page answers them. See everything the Formbricks Connector can do

Connect Formbricks to Claude, Cursor, ChatGPT & more