• PAIN POINTS
  • SENTIMENT
  • FEATURE REQUESTS
  • HUMAN REVIEW

How to analyze user feedback trends with your AI

Connect Formbricks to your AI client once. After that, you can query your survey data to find patterns without manual spreadsheet sorting.

Ask AI about this page

Short answer

How can I use my AI to find trends in Formbricks feedback?

Your AI pulls survey responses and scans them for specific themes or sentiment. You'll get a clear view of what users are actually saying. Here is how the process works.

Insights and outcomes

Where your feedback lands.

The AI categorizes raw survey data into actionable buckets.

PAIN POINTS

Identified friction

The AI groups similar complaints into single issues. You get a list of what's actually breaking for your users.

SENTIMENT

Mood tracking

The AI flags whether responses are frustrated, happy, or neutral. This helps you spot sudden shifts in user perception.

FEATURE REQUESTS

Product ideas

The AI pulls out specific suggestions for new tools or improvements. It turns messy text into a list of potential roadmap items.

HUMAN REVIEW

Needs your eyes

The AI flags outlier responses or highly sensitive feedback. These are the specific entries you should read yourself.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your raw survey entries and your chat interface.

  1. Fetch survey data

    The AI pulls the latest entries from your Formbricks surveys to prepare for analysis.

    list_responses

  2. Inspect specific entries

    If the AI finds a specific pattern or a weird response, it pulls the full details for that single entry.

    get_response

  3. Identify patterns

    The AI compares the text from all responses to find recurring words or sentiments.

    list_responses

  4. Summarize findings

    The AI condenses the massive list of responses into a short, readable report for you.

    get_response

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

These are opening lines. 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_kA4V4bZ37oPIm2ALUwT7PbI0gcVlBqoilZXWWLSN/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-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_kA4V4bZ37oPIm2ALUwT7PbI0gcVlBqoilZXWWLSN/mcp"
    }
  }
}
Copy into chat04

  • Look through my 'Q3 Product Feedback' survey and tell me the top three complaints.

  • Summarize the sentiment of the latest responses in my 'User Onboarding' survey.

  • Are there any specific feature requests mentioned in the 'Beta Tester' survey responses?

  • Find any responses in my 'Customer Satisfaction' survey that sound particularly frustrated.

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

Start here

Connect Formbricks once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can immediately start chatting with your survey data in your preferred AI client.

Connect Formbricks to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete my survey responses?

    No. The AI only has permission to read responses. It cannot delete or modify any data in Formbricks.

  • 02

    Can the AI create new surveys for me?

    No. This MCP is designed for analyzing existing data, not for creating or managing survey structures.

  • 03

    Does the AI see every single response?

    The AI can access any response it needs to via the provided tools, but it only processes what you ask it to look at.

  • 04

    Can I use this with Claude?

    Yes. Any MCP-compatible client like Claude, Cursor, or Windsurf can use this once you connect it.

  • 05

    Will the AI automatically send reports to my email?

    No. The AI provides the analysis directly in your chat interface. You decide if you want to copy that text elsewhere.

  • More questions about Formbricks? See everything the Formbricks Connector can do

Connect Formbricks to Claude, Cursor, ChatGPT & more