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Flat vector illustration of eight ad creatives competing for one shared budget, cream background

September 10, 2026
0 commentson AI Video A/B Testing: What Eight Ads on One Budget Actually Taught Me

AI Video A/B Testing: What Eight Ads on One Budget Actually Taught Me

At 5 EUR a day you cannot run clean A/B tests, so I run eight creatives in one ad set and read the ranking instead. The numbers from my own account, why CTR is a terrible kill signal, the minimum spend before you are allowed an opinion, and what is worth varying.

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Flat vector funnel narrowing from nine raw AI clips down to a single winning ad

August 17, 2026
0 commentson AI UGC Ads: The Format, the Numbers, and What Still Fails

AI UGC Ads: The Format, the Numbers, and What Still Fails

AI UGC ads are the AI video format that actually converts. The three-beat structure, the real cost-per-acquisition numbers from two live brands, the three-a-day ceiling, and the cases where a real creator still wins.

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Flat vector illustration of a vertical phone screen playing a video beside a rising line chart

Using an AI Video Generator for Facebook Ads: What Actually Survives Contact With Meta

We run AI-generated video against real Meta budgets every day across several brands. Here is what the platform rewards, what it quietly punishes, and the metric that stopped us killing our best ads.

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AI Video Ad Generator: How to Make Ads That Actually Convert (2026)

A polished AI ad returned 0.9. The scrappy one returned 3.3 on the same product and budget. The 15-second structure that made the difference, how to test three hooks properly, and what AI still can't do for you.

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AI UGC video generator creating a selfie-style skincare video ad on a smartphone

AI UGC Video Generator: How to Make UGC Ads That Convert (2026)

UGC-style ads quietly outperform polished brand videos on TikTok and Meta — and AI now lets you produce them without hiring a single creator. Here's how an AI UGC video generator works, the best tools in 2026, and how to make UGC ads that actually convert.