AI Customer Feedback Analysis with Charts & HTML Reports

This workflow transforms unstructured customer feedback or social media data from Google Sheets into actionable insights using DeepSeek LLM agents. It generates tailored prompts for analysis, processes each data row for semantic evaluation, merges and clusters outputs to eliminate duplicates, and produces professional visualizations with QuickChart. The final HTML report compiles all insights for easy sharing.

Key benefits include time savings on manual analysis, scalable processing of large feedback datasets, and automated delivery of polished reports. Businesses gain deeper customer sentiment understanding, identifying trends in satisfaction, pain points, and opportunities without coding expertise.

Ideal use cases: Customer support teams analyzing surveys or reviews, marketing for social listening, product managers tracking user feedback post-launch. Customize prompts for specific dimensions like sentiment, themes, or urgency, and integrate with existing sheets for ongoing automation.

Requires DeepSeek API, Gmail OAuth, and a Google Sheet with 20+ rows. Nodes include Google Sheets, LangChain tools, Functions, Merge, QuickChart, and Gmail for a robust, end-to-end pipeline.