AI Research Agent with Automated Report Generation
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LAST UPDATED
February 5, 2026INTEGRATIONS USED
DESCRIPTION
Description
Automate AI industry research with a single webhook trigger. This workflow uses an AI agent to research topics, generate structured JSON data, and email beautifully formatted reports. Includes built-in error handling and works with Apple Shortcuts for mobile research triggers.
⨠Key Features:
- š Multi-source research using Parallel MCP tools
- š Structured JSON output with data points, quotes, and insights
- š§ Branded HTML email reports
- š”ļø Automatic error notifications
- š± Mobile-ready (Apple Shortcuts compatible)
---
Quick Setup (5 Minutes)
1. Connect Credentials
- Gmail ā [Credentials page](https://gumloop.com/credentials)
- Notion ā For custom branding (optional)
- Parallel MCP ā Research tools access
2. Update Email Recipients
Replace zach+lucyv4report@zachsai.com and zach+lucyv4@zachsai.com with your email:
- Main report email ā Final "Gmail Sender" node
- Error notifications ā All other "Gmail Sender" nodes
3. Get Webhook URL
1. Click Webhook icon (top toolbar)
2. Enable "Use authorization header"
3. Copy URL and Bearer token
4. Test It
Send webhook with:
```json
{
"topics_pineapple": "OpenAI API developments"
}
```
---
Optional Customization
Custom Branding: Update "Colors" Notion page link with your brand guidelines
Research Topics: Edit "Lucy V4.1" agent prompt to change focus areas (default: AI automation, agents, providers, marketing tech, Apple AI, cloud, product innovation)
Apple Shortcuts: See Note node on canvas for setup instructions
Scheduling: Add Time Trigger node for daily/weekly automated research
---
Troubleshooting
ā No email received ā Check Gmail credentials and recipient email
ā "topics_pineapple not found" ā Verify webhook JSON format
ā Agent timeout ā Research topic may be too broad, be more specific
ā No JSON file output ā Check agent configuration and Parallel MCP credentials
Need help? Check Run History for detailed error logs or contact support.
---
Ready to research? Click Run or trigger via webhook! š
HOW DO YOU SET THIS UP?
1.
Configure Gmail Node
Set up your Gmail account credentials in the "Gmail" node for sending notifications.
2.
Enter Recipient Emails
Input the email addresses to receive error reports in the Gmail node settings as well as the final report.
Hand-picked by the Gumloop team
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