AI Autopilot for Ad Campaigns
Fully automated advertising arbitrage system optimizing ROI without manual intervention.
The Challenge
Managing arbitrage campaigns across multiple ad networks is labor-intensive. Marketers spend hours adjusting bids, killing efficient creatives, and scaling winners. We wanted to build a "set and forget" system.
The Solution
Developed an AI Autopilot using Node.js and ML:
- Automation: Users upload creatives and define CPA/ROI goals. The system automatically launches tests across networks.
- Optimization: Real-time analysis of click-through and conversion rates to dynamically adjust bids.
- Scaling: Automatic budget reallocation to winning ad sets and termination of losing ones.
- Integration: Unified API connecting to Facebook Ads, Google Ads, and native ad networks.
Results & Impact
- Efficiency: Reduced campaign management time by 95%.
- Performance: Achieved 25% higher ROI compared to manual buying.
- Scale: System successfully managed thousands of concurrent ad groups.