// LEAD PIPELINE × AI × AUTOMATION — V2.0

STOP CHASING YOUR LEADS.

1,067 lines of Python. A pipeline that scores your leads from Reddit, X, LinkedIn automatically. You only receive prospects ready to buy. Nothing else.

→ GET THE CODE — 149€ HOW IT WORKS ↓
# reddit · r/realestateinvesting
# "30 rentals, tired of chasing tenants. hosted AI? budget = no problem."

$ python3 score-leads.py

+3.0 hosting_managed → "hosted"
+2.0 non_technical → implicit
+2.0 budget_signal → "no problem"
+2.0 pain_detected → property_manager 💢

SCORE : 13.5 → AUTO_SEND
→ email sent · logged · done.
1067 LINES✕ 8 STEPS✕ 11 VERTICALS✕ GDPR-SAFE✕ SHA-256✕ INSTANT DELIVERY✕ 149€ ONE-SHOT✕ 1067 LINES✕ 8 STEPS✕ 11 VERTICALS✕ GDPR-SAFE✕ SHA-256✕ INSTANT DELIVERY✕ 149€ ONE-SHOT✕
1067Lines of code
8Pipeline steps
11Verticales
4Lead sources
// LES 8 STEPS DU PIPELINE
01

NORMALIZER

Reddit · X · LinkedIn · Google Maps → unified JSON.

multi-source
02

INTENT SCORING

7 calibrated buying signals. DIY = −3.5 pts automatic.

weighted
03

SOURCE QUALITY

42 Reddit upvotes = +1.5 bonus. Engagement = serious intent.

engagement
04

SUBREDDIT SCORING

25+ subreddits in 3 tiers. Context = real intent.

25+ subs
05

NICHE & PAIN

11 verticals. Pain signal detected = +2.0 pts bonus.

💢 pain
06

ANTI-DOUBLON

SHA-256 source:author_id. GDPR. Duplicate = −3.0 pts.

GDPR
07

CLASSIFICATION

AUTO ≥ 8.5 · REVIEW 7-8.4 · LOW · ARCHIVED.

4 buckets
08

OUTPUTS ×4

JSON · Telegram · stats · audit. Full pipeline.

pipeline
// WHAT YOU GET
149€
ONE-SHOT · INSTANT DELIVERY
→ GET IT NOW

7 JOURS REMBOURSÉ SI PAS SATISFAIT

[✓]
score-leads.py — 1,067 linesFull script. Ready for VPS or local.
[✓]
explainer.jsx — React visualizerEvery step documented and interactive.
[✓]
Integration guideReddit OAuth2 · Brevo SMTP · cron setup.
[✓]
1 month direct supportDebug, niche adaptation, 48h max.
[✓]
v2.x updates includedNew verticals and bug fixes.

// EASYCLAW — ZERO INFRA

The code + hosted VPS + zero maintenance. €49/month.

VOIR →
// FAQ
// What is this script?
+
Python lead scoring pipeline. For B2B SaaS founders who want automated outreach without paying €500/month for generic tools. You define your ICP, the script does the rest.
// Do I need the Reddit API?
+
For Reddit yes — free official API, OAuth2 client credentials. Guide included. For X, LinkedIn, Google Maps: no paid key required.
// Does it work without OpenClaw?
+
Pure Python. Zero OpenClaw dependency. Run from any cron, CI/CD, or bash script. OpenClaw integration is optional for advanced scheduling.
// My verticals aren't listed?
+
Each vertical = an isolated Python block. Copy/paste, adapt keywords, tune the bonus. 30 min and your niche is in the pipeline.
// Is it really GDPR-safe?
+
SHA-256 on source:author_id. Never stores emails in plain text. PII-free logs. Public data only. Minimization + pseudonymization by design.