AI Lead Qualification & Sales Automation
A webhook-driven pipeline — nicknamed AnchorNova LeadFlow in the reference build — that validates every submission, deduplicates against existing records, scores and qualifies with AI, syncs to HubSpot, routes to the right sales channel, and runs its own daily follow-up and dashboard cycles.
The problem
Manual lead qualification delays follow-up, and delayed follow-up is the single biggest killer of conversion rate. Duplicate leads waste rep time and dirty the CRM. Leads sit unrouted until someone decides who owns them, and nobody circles back systematically on the ones that go quiet.
The system
Every submission is validated on arrival, checked against existing records to prevent duplicate work, then scored by AI for fit and intent. Qualified leads are upserted into HubSpot and routed to sales through whichever channel they actually monitor — Slack, Teams, or email, not just one. The customer gets an immediate confirmation, over WhatsApp if a phone number was provided, so they know they've been heard before a human ever replies. A daily process follows up on leads that haven't moved, and another compiles a same-day pipeline dashboard.
Enterprise architecture
Sequence: capture to sales hand-off
What makes it production-grade
- Deduplication before qualification — sales never gets double-worked leads, and the CRM stays clean
- Multi-channel sales routing in parallel, so notification reliability doesn't depend on one tool
- Structured webhook responses for success, duplicate, and validation-error cases — built to sit behind a real web form, not just a test trigger
- WhatsApp confirmation, conditional on phone number — a channel most competitors skip entirely
- Self-running follow-up cadence for leads that go quiet
- Daily dashboard snapshot — pipeline health visible without a hand-built report