Analyze customer feedback at scale

Connect your feedback data to Claude through Theymes MCP. Surface patterns, sentiment trends, and actionable insights without manual analysis.

$ /theymes analyze-feedback

Customer feedback is one of the most valuable data sources any company has. But most of it sits in spreadsheets, survey tools, and support systems — analyzed quarterly at best, usually never.

Theymes MCP connects your feedback data directly to your AI assistant. Instead of building pivot tables or waiting for someone to run a report, you ask a question and get an answer grounded in your actual data.

The analysis adapts to your needs. Ask about sentiment trends over the past month. Ask which product areas generate the most friction. Ask for a comparison between enterprise and SMB feedback. The AI works with your real data, not generic benchmarks.

Connect your data source

Point Theymes MCP at your Google Sheets, survey exports, or support feedback data. The connection is read-only and secure.

Run the analysis

In Claude or any MCP-compatible AI, run /theymes analyze-feedback. Add parameters like time ranges, segments, or specific topics to focus the analysis.

Get structured insights

Receive a breakdown of sentiment patterns, trending topics, emerging issues, and recommended actions — all based on your actual customer data.

How it works

Three steps to operational intelligence

Connect

Link your support tools through the Theymes MCP server. Works with any MCP-compatible AI assistant.

Ask

Run commands in Claude, ChatGPT, or your internal AI tools. Natural language or structured commands, both work.

Build your own MCP

Create custom MCP integrations tailored to your workflows. Connect your own tools and data sources.

Get started

What you get

Sentiment analysis across time periods and customer segments
Identification of trending topics and emerging issues
Pattern recognition across thousands of feedback entries
Actionable recommendations based on real data
Exportable summaries for stakeholder meetings

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