Spotted in the wild by paid media analyst Jess Marin, Google Ads has quietly introduced a new feature called Predictive Creative Score, designed to help advertisers forecast how well their video creatives will perform before launch.
This tool, currently in beta, analyzes your video asset against Google’s best practices and historical performance data across your industry. It then provides a score (0–100) with actionable feedback to help boost creative effectiveness.
Where it’s available:
YouTube Ads, Performance Max (with video assets), and Demand Gen campaigns.
What else we know:
- Attribution use: Not yet tied to conversion data, but insights help shape asset rotation strategies
- Integration: Works alongside Video Asset Library and automatically scans uploads
- Optimization potential: Google hints it may eventually auto-prioritize creatives with higher scores
- Rollout status: Beta access limited to select accounts in the U.S., Canada, and Australia
Pro tip: Pair Predictive Creative Score insights with brand lift surveys for a fuller picture of impact.
