Scaling inbound qualification requires more than a simple form-to-CRM automation; it demands deep data hygiene and validation at the edge.

This comprehensive n8n architecture begins with a Webhook input that goes through rigorous schema validation and duplicate checking against existing spreadsheet records.

Once verified, a switch routes the payload to dynamic HTTP enrichment requests to gather external intelligence before passing the clean data into a Gemini-powered analysis node.

The engine calculates a final lead score, handles conditional paths for high-priority versus standard tiers, triggers specific Slack alerts and outreach emails, and safely updates Google Sheets audit trails and tracking tabs based on real-time execution results.