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AI & ML

Automating Lead Generation with Python Agents and n8n

NT

NeoCodeHub Team

October 15, 2025

Manual lead generation doesn't scale. LeadsNeoForge combines AI-powered content generation with autonomous Python agents that find and engage potential customers across multiple platforms.

Agent Architecture

Five independent Python services run as daemons: a Reddit monitor that tracks subreddits for relevant keywords, a Reddit poster that publishes value-driven content, a content scheduler for multi-platform distribution, a LinkedIn crawler for lead discovery, and an API lead generator for data enrichment.

AI Content That Sounds Human

We use Groq's free tier (llama-3.3-70b) for content generation. The key is prompt engineering that produces genuinely helpful responses, not promotional spam. Each piece of content includes product context but leads with value. We test every prompt against a checklist of AI tells — generic openers, excessive hedging, unnatural enthusiasm.

n8n Workflow Orchestration

n8n handles multi-step workflows without code changes: trigger content generation, route to a review queue, process approvals, publish across platforms, and track metrics. Non-technical team members can modify workflows through the visual editor.

Ethical Boundaries

Automation must respect platform rules and user trust. We rate-limit all interactions to stay well below platform limits. Reddit posts and replies are always genuinely helpful — they solve real problems that happen to be relevant to our product. We never automate direct messages or connection requests on LinkedIn.

Metrics

The Next.js dashboard tracks daily metrics from flat CSV files — no database needed at this scale. Reddit engagement, content published, leads discovered, and conversion funnel data are all visible in real-time.

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