• TRENDS
  • PATTERNS
  • DETAILS
  • HUMAN

How to analyze customer feedback trends with your AI

Connect Zenloop to your AI client once. After that, you can ask your agent to dig through specific survey data or compare how sentiment has changed over time.

Ask AI about this page

Short answer

How can I use my AI to track feedback trends?

Your AI uses Zenloop tools to pull specific survey answers and compare scores or sentiment between different time periods. You get a clear view of how customer opinions are shifting without manual data exports. This breakdown shows you exactly how to set that up.

The outcomes

What you get from your AI

The AI handles the heavy lifting of data retrieval and comparison.

TRENDS

Identify sentiment shifts

The AI compares scores from different months or weeks. You see if customers are getting happier or more frustrated.

PATTERNS

Spot recurring issues

By looking at specific survey responses, your agent finds the common complaints or praises appearing in your data.

DETAILS

Deep dive into surveys

The AI pulls specific details from individual surveys to give you context behind the numbers.

HUMAN

Decide on actions

The AI presents the findings, but you decide which product changes or customer outreach steps to take next.

The workflow

What your AI does when the data arrives.

The AI moves from raw data retrieval to meaningful comparison.

  1. Fetch survey data

    Your agent pulls the raw text and scores from your Zenloop surveys.

    list_survey_answers

  2. Get survey context

    The AI looks up specific survey details to understand the scope of the feedback.

    get_survey_details

  3. Compare timeframes

    The agent looks at the data from two different periods to find differences in sentiment.

    list_survey_answers

  4. Summarize findings

    The AI condenses the results into a clear report of what changed.

    get_survey_details

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

These are ideas to get you moving. Swap out the bracketed text for your actual survey names or dates.

Zenloop Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_3lmEZkQSwyw7ybIwPMgDrxbOKwUgbBd2bjHYUOAT/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 — Zenloop capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "zenloop-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_3lmEZkQSwyw7ybIwPMgDrxbOKwUgbBd2bjHYUOAT/mcp"
    }
  }
}
Copy into chat04

  • Compare the average sentiment scores from the 'Q3 Product Survey' to the 'Q4 Product Survey'.

  • List the most recent survey answers from the 'Customer Satisfaction' survey and summarize the main complaints.

  • Look at the survey details for the 'Onboarding Feedback' survey and tell me if the scores have improved since last month.

  • Pull all survey responses from the 'Beta Tester' group and identify three common themes in their feedback.

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

Start here

Connect Zenloop once, then ask.

Just follow the link to connect your account. Your credentials stay encrypted, and you can immediately start chatting with your data in your preferred AI client.

Connect Zenloop to your AI

FAQ

How the analysis works

  • 01

    Can the AI change my survey settings in Zenloop?

    No. The AI can only read survey answers and details. It cannot modify your surveys or change any settings in Zenloop.

  • 02

    Can the AI delete old survey responses?

    No. The AI has no capability to delete or overwrite any data in your Zenloop account.

  • 03

    How does the AI compare different time periods?

    The AI uses the survey data it retrieves to calculate differences in scores or sentiment between the dates you specify.

  • 04

    Do I need to export CSV files for the AI to read them?

    No. Once connected, your AI client pulls the data directly from Zenloop using the provided tools.

  • 05

    Can the AI send emails to customers based on their feedback?

    No. The AI is limited to reading and analyzing the data it finds in Zenloop.

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

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