AI video for product marketing — what works
Which AI video formats actually drive installs and sales — and where AI is best avoided because users notice.
Through 2025 AI video moved from experiment to routine: 60% of clips in our clients' performance campaigns are AI-assisted in some way. What works, what does not.
Formats that convert
- Product reveal — short clips with aesthetic demos. AI handles a rotating product on a clean background and seamless material transitions well.
- Lifestyle B-roll — wide shots: people in cafes, walks, mornings at home. AI generates in minutes, real shoots take days.
- Hook in the first second — unusual visual events. AI's edge over filming: it can do anything — flying products, transformations, distortions.
- Before/after comparisons — AI renders things you cannot film: visualization of results.
Where AI is detectable and trust drops
- Real talking heads — micro-inaccuracies in expression read as "off". Real UGC creators outperform.
- Hands close-up — fingers and held objects still glitch in 30% of generations.
- Text on packaging — letters drift. Filming or compositing separately is needed.
- Famous locations — recognizable places (Eiffel Tower, Statue of Liberty) generate with distortions. Viewers notice.
Metrics we compare
- CTR — AI video usually holds level or gives +10-20% from the unusual visual
- CR (conversion rate) — 5-15% lower than organic UGC. Trust at the conversion step is lower
- CPI (cost per install) — thanks to fast iteration and low cost, total CPI usually comes out lower
- Time to first version — AI: 2-6 hours. Classic shoot: 5-15 working days
The mix that works
AI for top-of-funnel, real UGC for bottom and conversion. Best 2026 strategy is hybrid. Pure AI everywhere reduces trust. No AI at all and you lose speed and scale.