Deep dives on ad spend optimization, audience segmentation, CPM strategy, and infrastructure.
98% of CPM goes to audiences that will never convert. Here is why traditional demographic targeting fails, and how affordability-decile segmentation fixes the root cause.
A deep dive into the math behind decile-based CPM calibration showing how shifting spend to higher-affordability segments delivers 2.3x ROAS improvement.
Most advertisers focus on who to target. The smarter move? Knowing who to exclude. Reduce wasted impressions by 35-60% across Google Ads, Meta, and DV360.
Metas AI-driven Advantage+ campaigns promise automation but cannot access affordability data. Layer decile-based suppression on top for 28% better ROAS.
Step-by-step guide to pushing affordability-decile audiences into Google Display and Video 360 with API setup and bid-multiplier strategies.
Transparency matters. Opening the black box on our savings estimator with validation against 47 advertiser accounts.
No cookies. No cross-site tracking. No PII. Affordability deciles use publicly available economic indicators. GDPR/CCPA compliant by default.
The v20 to v22 migration deadline is approaching. Breaking changes for audience segment management and how to migrate without losing your data.
Lessons from rebuilding the AffordX ad platform to support multiple accounts per website across Google Ads, Meta, and TikTok.
Solution. FUD. Tripwire. Three tiers that map every website visitor to a conversion probability and the matching content strategy.