Qualify Calendly leads in Airtable with OpenAI GPT-based categorization

Calendly Lead Qualification & AI-Powered Categorization

What it's for: This automation streamlines your sales qualification process by automatically capturing Calendly bookings, filtering qualified leads, and using AI to intelligently categorize the reasons prospects book discovery calls. Perfect for agencies, consultancies, or any business using Calendly for sales meetings who want to automatically organize and track lead intent in Airtable.

Key Features: - Automatically captures Calendly booking and cancellation events - Filters leads based on qualification criteria (e.g., minimum revenue requirements) - Uses OpenAI GPT to intelligently categorize booking reasons - Syncs all data to Airtable for CRM management - Handles both new bookings and cancellations

How it works:

Input: Calendly webhook triggers when someone books or cancels a meeting

n8n Processing Flow: 1. Qualification Check - Validates if the lead meets your criteria (e.g., "$30k+ monthly sales") 2. Event Type Routing - Determines if it's a new booking or cancellation 3. New Booking Path: - Creates record in Airtable with contact details, meeting time, and booking reason - Fetches available categories from Airtable - AI analyzes the "reason for booking" and assigns appropriate category - Updates Airtable record with AI-selected category 4. Cancellation Path: - Searches for existing record in Airtable - Deletes the cancelled meeting record

AI Processing: OpenAI GPT-5 analyzes the prospect's stated reason for booking and matches it to predefined categories (e.g., "Uncertainty / Strategy Gap", "Scaling Issues", etc.)

Output: Organized, categorized lead data in Airtable ready for sales follow-up