
Testing vs Scaling Budget Split: The 70/20/10 That Isn't Dogma
70/20/10 gets repeated as gospel, but the right testing vs scaling split depends on your winner inventory and fatigue rate, not a fixed percentage. Here's the framework instead.

70/20/10 gets repeated as gospel, but the right testing vs scaling split depends on your winner inventory and fatigue rate, not a fixed percentage. Here's the framework instead.

One look at a competitor's ad is a photograph. Watching it change over weeks is a video, and the video is what actually shows you their test results.

A UGC-style native ad has to earn its keep differently than a social one. Here's where the format actually wins, where it backfires, and how to test it fairly.

Optimization has a ceiling; fresh creative supply doesn't. Here's what a creative volume strategy actually looks like, and how much volume is enough.

Judging a creative test too early is the most expensive mistake in native media buying. Here's how to size your testing budget around conversions, not guesswork.

There's no magic number, but live captures show winning native headlines cluster in a fairly tight band. Here's the data and the rules worth following.

Curiosity-driven headlines lift click-through rate on native placements, but the gain isn't free. Here's where clickbait pays off and where it turns into a policy problem.

Translation alone rarely works on native creative. Here's what actually carries across geos, what predictably flops, and a checklist for localizing hooks, imagery and pricing.

Both styles show up among the longest-running native ads in the index. The split that matters isn't curiosity versus clarity, it's which one fits the vertical and the reader's intent.

Faces in ad images help CTR in some verticals and do nothing (or hurt) in others. Here's where the pattern holds across live native creative, and how to test it for your own offer.

Native traffic is cold and budgets are limited, so testing the wrong variables first wastes both. Here is the order experienced buyers actually test pre-landers in.

Winners get killed by calendars and zombies survive them. The trigger system that tells you when a creative actually needs replacing, cadences by buying context, and what live native run-duration data shows.

The number that matters is not how many ads you launch but how many real angles you test. The working counts by scenario, the budget math behind them, and the kill rules that keep testing honest.

An ad creative is the visible content of an ad, image or video, headline, and copy, that the user sees, and the primary driver of native ad performance.