TOPIC
Paid Media
8 articles
Marginal ROAS: The Metric That Should Guide Your Next Budget Increase
Average ROAS explains historical efficiency. Marginal ROAS estimates the return on the next unit of advertising spend.
Agentic AI for Marketing Operations: From Task Automation to Decisions
Agentic systems can monitor signals, diagnose changes and coordinate actions—but authority must remain explicit.
Creative Fatigue Is a Diagnosis, Not a Frequency Number
Use response curves, audience saturation and message-level evidence to diagnose creative fatigue accurately.
The Conversion Tracking Checklist Before You Spend More
Validate events, deduplication, values, consent and platform diagnostics before increasing media investment.
AI Anomaly Detection for Paid Media: What Should Trigger an Alert?
Effective anomaly detection separates normal volatility from changes that require human investigation.
A Measurement Hierarchy for Paid Media Teams
Organize paid-media metrics from platform delivery to business profit so teams optimize the right layer.
How to Scale Campaigns Without Breaking Unit Economics
Scale paid media through controlled budget steps, segment economics and clear stop conditions.
The 12-Point Performance Marketing Audit
Audit strategy, tracking, creative, targeting, economics and experimentation before making optimization changes.