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PPC Security Alert System & Spam Lead Blocking

Built a security alert system that detects attack and spam activity on PPC websites, automatically blocks repeat offenders from future sites, and sharply reduced wasted spend by filtering fraudulent/fake leads.
SecurityLead QualityCost Savings
-70%
Manual deploy time
Auto
Block system
CCPL
Down

Task Summary

Detection & Response Logic

Technical Details

Spam-Filtering Cost Impact

With a shared, persistent blocklist tied to form validation and submission throttling, the volume of junk leads reaching the CRM and PPC budgets dropped significantly. Genuine enquiries retained through, while cost-per-lead improved - a measurable reduction in wasted paid-spend caused by spam traffic.

Full-Stack Engineering Report — August 2026 — Confidential