The Growth
Knowledge Hub
A structured repository of performance marketing intelligence. We don't just share tips; we document the systems that control millions in ad spend.
Google Ads Architecture
How to structure accounts for maximum algorithmic control and search term isolation.
- Alpha/Beta Campaign Structure
- Smart Bidding Training Data
- Negative Keyword Sculpting
- Performance Max Incrementality
- Search Term Isolation Techniques
Meta Ads Scaling
Frameworks for creative testing, budget management, and horizontal expansion.
- Modular Creative Testing
- Account Consolidation (CBO/Advantage+)
- Scaling Rules & Automation
- Creative Fatigue Detection
- Post-iOS14 Attribution Fixes
Growth Economics
The math behind profitable scaling. CAC, LTV, and Contribution Margin.
- Break-Even ROAS Modeling
- Payback Period Optimization
- Contribution Margin Analysis
- LTV Prediction Models
- Channel Profitability Mapping
Proof of Concept — Real Economics
SaaS Scaling Proof
How we scaled a B2B SaaS from $10k to $100k monthly spend while maintaining a 4:1 LTV:CAC ratio.
View Case StudyClinic Acquisition Proof
Reducing patient acquisition cost by 72% for a London-based private clinic using search intent isolation.
View InsightCore Concepts Defined
What is Structured Growth?
Structured Growth is a performance marketing methodology that focuses on building platform-agnostic acquisition systems. It prioritizes account architecture, data integrity, and economic control over platform-specific "hacks."
What is Account Architecture?
Account Architecture refers to the logical organization of campaigns, ad groups, and creatives within an advertising platform. A superior architecture isolates variables, minimizes overlap, and provides the algorithm with clean signals for optimization.
Documented Frameworks
I don't just execute; I document the exact systems that drive results. These are the operating systems behind millions in profitable ad spend.
Google Ads Mastery OS 2026
The complete operating system for structuring, scaling, and optimizing Google Ads campaigns profitably.
Stop relying on Google's automated recommendations. This book breaks down the exact campaign architectures, bidding strategies, and search term control methods used to manage over $500k in monthly ad spend. Learn how to build a system that scales predictably, rather than hoping the algorithm figures it out.
What You'll Learn
- The 'Alpha/Beta' campaign structure for search term isolation.
- How to properly train Smart Bidding algorithms with offline conversion data.
- Advanced negative keyword strategies to eliminate wasted spend.
- Structuring Performance Max campaigns for actual incrementality.
- Auction & Economic Control
- Account Architecture Blueprint
- Conversion Engineering
- Optimization Machine
- Competitive Positioning
- Industry Execution Playbooks
Reader Feedback
"This completely changed how we structure our accounts. We cut our CPA by 30% in the first month."
— Sarah J., Head of Growth
"The most practical, no-fluff guide to Google Ads I've ever read. It's an actual operating system."
— Mark T., Agency Owner
Meta Scaling Playbook
Advanced frameworks for testing creatives, managing budgets, and scaling Meta ads without breaking ROAS.
Scaling on Meta isn't about finding a 'hack'—it's about building a robust testing infrastructure. This playbook details the exact creative testing loops, account consolidation strategies, and scaling rules required to maintain profitability as you increase daily budgets.
What You'll Learn
- The 'Modular Creative Testing' framework to find winning angles faster.
- How to consolidate accounts to exit the learning phase quickly.
- Vertical vs. Horizontal scaling strategies and when to use them.
- Building a resilient account structure that survives algorithm updates.
Reader Feedback
"Finally, a guide that explains *how* to test creatives systematically, not just 'make better ads'."
— David L., E-commerce Founder
"We used the scaling rules from chapter 4 to double our daily spend while maintaining our 3x ROAS target."
— Elena R., Media Buyer