Automated Daily AI Summaries from WhatsApp Groups using a Custom AI Agent

Transform your WhatsApp group conversations into actionable business intelligence through automated AI analysis and daily reporting. This workflow eliminates manual conversation monitoring by capturing messages in real-time, processing voice notes, and delivering structured insights directly to your team.

Overview

This workflow provides complete conversation intelligence automation from message capture to insight delivery. It eliminates manual monitoring, analysis, and reporting by using Evolution API integration, OpenAI transcription, and advanced LLM analysis for hands-free business intelligence that scales your team's awareness of important discussions.

Core Function: Autonomous conversation analysis that transforms WhatsApp group chatter into structured business insights with zero manual intervention, maintaining consistent daily reporting while capturing emerging opportunities and trends before your competition.

Key Capabilities

Real-time message capture - Monitors multiple WhatsApp groups simultaneously with instant processing and smart filtering
Voice message transcription - Automatic conversion of audio messages to searchable text using OpenAI Whisper
AI-powered insight extraction - Advanced LLM analysis identifies trends, opportunities, and actionable information while filtering noise
Automated daily reporting - Scheduled intelligence summaries delivered directly to your team via WhatsApp
Multi-group organization - Separate tracking and analysis for different communities with unified reporting
Smart content filtering - AI agent trained to focus on business-relevant discussions (AI, automation, tech trends, opportunities)

Tools Used

n8n: Workflow orchestration managing the entire intelligence pipeline from capture to delivery
Evolution API: WhatsApp Business API integration for real-time message monitoring and sending
OpenAI Whisper: Voice message transcription ensuring no important audio content is missed
OpenRouter/GPT-4.1: Advanced AI analysis for intelligent insight extraction and content filtering
Google Sheets: Organized message storage with timestamps and metadata for historical analysis
Custom AI Agent: "WhatsOn" - specialized business intelligence detective for tech and automation insights

How to Install

Import the Workflow: Download the JSON file and import into your n8n instance
Configure Evolution API: Set up WhatsApp integration and webhook endpoints for message capture
API Credentials Setup: Add OpenAI, OpenRouter, and Google Sheets credentials in n8n
Group Configuration: Update group IDs in the "Set Info" node with your monitored groups
Google Sheets Setup: Create organized spreadsheet with separate tabs for each group
Schedule Configuration: Set your preferred daily summary delivery time
Test Execution: Run manual test to verify message capture and AI analysis work correctly

Use Cases

Business Intelligence Automation: Stay informed about industry discussions without manual monitoring
Opportunity Detection: Identify emerging trends, tools, and business opportunities in real-time
Team Knowledge Sharing: Automated distribution of relevant insights from multiple communities
Competitive Intelligence: Monitor industry discussions to stay ahead of market developments
Community Management: Track engagement patterns and important conversations across groups
Voice Message Processing: Ensure audio-based insights aren't lost in team communications

Setup Requirements

Evolution API account: WhatsApp Business integration with webhook capabilities
OpenAI API: Voice transcription access through Whisper API
OpenRouter account: Access to GPT-4.1 for advanced conversation analysis
Google Sheets: Message storage and organization with proper permissions configured
WhatsApp Groups: Access to business or professional groups with relevant discussions

Total setup time: 15-20 minutes once all API accounts are properly configured.

How to Customize

Analysis Focus: Modify the AI agent's system prompt to target your industry or specific topics. Adjust keyword priorities, conversation themes, or insight categories based on your business needs.

Group Management: Add additional groups by extending the Switch node logic, creating new Google Sheets tabs, and updating group ID variables. Scale from 3 to unlimited group monitoring.

Delivery Schedule: Change summary frequency from daily to weekly, multiple times per day, or custom schedules. Add multiple delivery destinations for different team segments.

AI Intelligence: Customize the "WhatsOn" agent personality, adjust insight priorities, modify filtering criteria, or add sentiment analysis for deeper conversation understanding.

Storage & Organization: Modify Google Sheets structure, add custom metadata fields, integrate with other databases, or connect to business intelligence dashboards for advanced analytics.

Advanced Features

Smart Voice Processing

Automatically transcribes voice messages to text using OpenAI's Whisper API, ensuring critical audio-based discussions are captured and analyzed alongside text conversations.

Intelligent Content Filtering

The AI agent is specifically trained to identify valuable business insights while filtering out casual conversation, ensuring your daily summaries focus on actionable information that drives decisions.

Multi-Fragment Delivery System

Large intelligence summaries are automatically broken into properly formatted WhatsApp messages with natural pacing to avoid delivery issues and improve readability.

Historical Analysis Capability

All conversations are stored with full metadata in Google Sheets, enabling historical trend analysis, keyword tracking, and long-term pattern recognition for strategic planning.

Ready to transform group conversations into competitive intelligence? This template converts casual WhatsApp discussions into structured business insights delivered automatically to your team, ensuring you never miss important industry developments or opportunities.

Google Sheets Template

The workflow includes a pre-configured structure for tracking:

• Message timestamps and sender information
• Full conversation content with voice transcriptions
• Group-specific organization and categorization
• Daily summary delivery logs and performance metrics

Was this helpful? Let me know!

I truly hope this WhatsApp intelligence system helps streamline your team's awareness of important conversations. Your feedback helps me create better automation resources for the n8n community.

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Daniel Lianes