The Heuristic Ceiling: A Performance Bound Effort Cannot Break
Import from wordpress feed 2
July 06, 2026
Why past a certain point extra effort on a Google Ads account stops producing profit, framed as a mathematical performance bound.
See publication
The Linear-Exponential Gap: Why Ad Decisions Now Outpace Human Reaction
Import from wordpress feed 2
June 29, 2026
Automated bidding moves at exponential speed while human review stays linear, and what that gap means for advertisers.
See publication
Profit Forensics: From Academic Framework to Diagnostic
Import from wordpress feed 2
June 22, 2026
The Profit Forensics method for auditing where ad budgets actually leak, moved from theory to a working diagnostic.
See publication
The ROAS Fallacy: Why Average Returns Mislead Scaling
Import from wordpress feed 2
June 15, 2026
Average ROAS hides the marginal math that actually governs whether scaling adds or destroys profit.
See publication
The Correlation Trap: Pearl's Adjustment Formula for Marketing
Import from wordpress feed 2
June 08, 2026
Applying causal inference and Pearl's adjustment to separate real ad effects from correlation artifacts.
See publication
Marketing Physics: Treating Ad Markets as Systems
Import from wordpress feed 2
June 01, 2026
A physicist's-eye view of ad auctions as dynamic systems with measurable limits and forces.
See publication
The GIGO Principle Formalized: Why Data Quality Bounds Results
Import from wordpress feed 2
May 25, 2026
A formal bound showing how conversion-data quality caps what any optimization can achieve.
See publication
The Black Box Paradox: Optimizing Against an Untrusted Oracle
Import from wordpress feed 2
May 18, 2026
How to make decisions when the platform's automation is a black box you cannot fully trust.
See publication
Stop Trusting Google's Defaults: A First-Principles Guide
Import from wordpress feed 2
May 11, 2026
A first-principles walk through the Google Ads defaults that quietly cost advertisers money.
See publication
Beyond the Critical Threshold: When Intuition Stops Working
Import from wordpress feed 2
May 04, 2026
The account scale past which human intuition breaks and only explicit models keep working.
See publication
Cognitive Hygiene: Pre-Registration and Adversarial Review
Import from wordpress feed 2
April 27, 2026
Borrowing pre-registration and adversarial review from science to keep marketing decisions honest.
See publication
Cycle Velocity: The Compounding Math of Optimization
Import from wordpress feed 2
April 20, 2026
Why the speed of your optimization loop compounds and often matters more than any single change.
See publication
The Diffraction Limit of Marketing Measurement
Import from wordpress feed 2
April 13, 2026
There is a resolution limit below which marketing measurement cannot distinguish signal from noise.
See publication
The Illusion of Precision: Why Modeled Conversions Distort
Import from wordpress feed 2
April 06, 2026
Modeled conversions look precise and can systematically distort the decisions built on them.
See publication
The M.A.T.H. Framework: A Recursive Loop for Quant Marketing
Import from wordpress feed 2
March 30, 2026
The M.A.T.H. Framework as a recursive loop for running quantitative marketing under noise.
See publication
Observational Collapse: The Vanishing Conversion Funnel
Import from wordpress feed 2
March 23, 2026
How privacy changes collapse the observable funnel and what advertisers can still measure.
See publication
Pausing PerformanceMax Rarely Dents Conversions
Import from wordpress feed 2
March 16, 2026
A data look at what actually happens to total conversions when PerformanceMax is paused.
See publication
The Complete Guide to Google Ads Bid Adjustments
Import from wordpress feed 2
March 09, 2026
A data-driven guide to device, location, audience and schedule bid adjustments in Google Ads.
See publication
Google Ads Target CPA Bidding: A Data-Driven Analysis
Import from wordpress feed 2
March 02, 2026
How Target CPA bidding really behaves across accounts and where it lands versus its promise.
See publication
Mastering Google Ads Portfolio Bid Strategies
Import from wordpress feed 2
February 23, 2026
A definitive guide to portfolio bid strategies and when they help or hurt performance.
See publication
