Lilly Tech Systems
AI Bid Management
Master smart bidding strategies, AI-powered budget allocation, ROAS optimization, and bid automation that maximizes every dollar of your advertising spend across platforms.
Your Learning Path
Follow these lessons in order, or jump to any topic that interests you.
1. Introduction
How AI transforms bid management from manual CPC adjustments to real-time, signal-based automated optimization.
2. Smart Bidding Strategies
Target CPA, target ROAS, maximize conversions, and enhanced CPC — choosing the right strategy for your goals.
3. Budget Allocation
AI-powered budget distribution across campaigns, channels, and time periods to maximize total portfolio return.
4. ROAS Optimization
Maximize return on ad spend with ML models that predict conversion value and adjust bids in real time.
5. Automation Rules
Build automated bid rules, alerts, and workflows that keep campaigns performing while you sleep.
6. Best Practices
Cross-platform bid management, attribution challenges, learning period management, and advanced optimization.
What You'll Learn
By the end of this course, you'll be able to:
Choose Smart Bidding
Select and configure the right AI bidding strategy for each campaign objective across Google, Meta, and other platforms.
Allocate Budget Intelligently
Use AI models to distribute budget across campaigns and channels for maximum portfolio-level return.
Optimize ROAS
Implement value-based bidding that considers conversion value, customer lifetime value, and margin data.
Automate Operations
Build automated rules and workflows that monitor, adjust, and optimize bids continuously.