AI Sales Intelligence

Magnet

Autonomous lead generation that discovers, qualifies, and contacts prospects while you sleep.

9+
Lead Sources
12
Service Verticals
2x
Daily Schedule
4-step
Email Sequence
Magnet — AI Sales Intelligence case study by Novative

The Challenge

Sales teams waste 60-70% of their time on manual prospecting — browsing job boards, scanning forums, copy-pasting emails. By the time they reach a lead, competitors have already made contact. The process doesn't scale.

Our Solution

We built an autonomous lead generation engine that scrapes 9+ sources (Upwork, Reddit, Hacker News, Indeed, RemoteOK, and more), classifies signals with a multi-layer confidence scorer, and generates personalized outreach sequences via Claude AI — all running hands-free on a daily schedule.

Built With

FastAPIPlaywrightClaude AIResendWebSocketPython

What We Delivered

01

9-source scraper engine: Upwork CDP, Reddit, HN, Indeed, RemoteOK, Freelancer, and more

02

Multi-layer confidence scoring (source + keywords + budget + urgency + signal type)

03

Claude-powered personalized email generation with case study matching

04

4-email automated sequence: initial → day 3 → day 7 → day 14 follow-ups

05

Self-improving classifier via training loop with AI feedback

06

macOS daemon: runs at 6am & 3pm daily with catch-up logic

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