• SENTIMENT
  • THEMES
  • DETAILS
  • HUMAN

How to analyze customer feedback trends with your AI

Connect GetFeedback to your AI client to turn raw survey data into sentiment reports without leaving your chat.

Ask AI about this page

Short answer

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

Your AI pulls recent survey data and identifies recurring themes or shifts in sentiment. You get a clear view of what customers are saying without manual spreadsheet sorting.

The outcomes

What you'll discover

Once connected, your AI turns raw responses into these specific insights.

SENTIMENT

Identify mood shifts

The AI scans recent responses to tell you if customer sentiment is improving or dropping. You'll see the emotional pulse of your latest surveys.

THEMES

Spot recurring issues

Your agent groups similar comments together to highlight common complaints or praises. This pinpoints exactly what needs your attention.

DETAILS

Drill into specific comments

When a trend looks important, your AI pulls the exact text from individual responses. This gives you the raw context behind the summary.

HUMAN

Decide on next steps

The AI provides the data, but you decide how to respond to customers or change your product. You keep full control over the final decisions.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of reading and grouping data so you can focus on the meaning.

  1. Fetch recent data

    The AI looks for the most recent feedback entries to ensure you are working with fresh information.

    list_recent_feedback

  2. Gather survey results

    It pulls the specific responses from your designated surveys to build a dataset for analysis.

    list_survey_responses

  3. Inspect individual entries

    To ensure accuracy, the AI can look at the full text of a specific response to understand nuance.

    get_response_details

  4. Summarize trends

    The AI processes all the gathered text to find patterns, common keywords, and sentiment shifts.

    list_survey_responses

Try it

Copy these to start.

Paste these directly into your chat to begin.

Starting points

These are basic starting lines. Swap out the survey names or feedback types to match your actual GetFeedback setup.

GetFeedback Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_zTrCThtowMJrT1PrmYBi6WVDAzzorz2OOByeoAyd/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 — GetFeedback capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "getfeedback-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zTrCThtowMJrT1PrmYBi6WVDAzzorz2OOByeoAyd/mcp"
    }
  }
}
Copy into chat04

  • Summarize the main sentiment trends from my recent customer feedback.

  • What are the top three recurring complaints in the latest product survey responses?

  • Look at the recent feedback and tell me if users are happier about the new feature compared to last week.

  • Find the specific response where a user mentioned a bug in the checkout flow.

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

Start here

Connect GetFeedback once, then ask.

Just follow the link to authorize the connection. Your credentials stay encrypted, and you can start chatting with your data immediately.

Connect GetFeedback to your AI

FAQ

How this task behaves

  • 01

    Can the AI automatically reply to customers?

    No. The AI only reads and summarizes the feedback. You must manually send any replies through your own channels.

  • 02

    Can the AI delete survey responses?

    No. The tools only allow the AI to read and list data. It cannot modify or delete anything in GetFeedback.

  • 03

    Does the AI see all my surveys?

    The AI can access any survey you point it toward using the available tools.

  • 04

    Can I ask about a specific person's feedback?

    Yes, if you have the specific response details available to pull.

  • 05

    Will the AI update my survey settings?

    No. This connection is read-only for the purpose of analysis.

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

Connect GetFeedback to Claude, Cursor, ChatGPT & more