Question: I'm looking for a tool that helps predict YouTube video performance and suggests improvements.

If you're looking for a tool to help you forecast YouTube video performance and offer recommendations for improvement, CreatorML is worth a look. This AI-based system is geared for long-form YouTube creators, offering predictive analytics to help you optimize performance. It can also offer suggestions for attention-grabbing title ideas and score thumbnails for the best click-through rates, and it offers personalized recommendations based on its analysis of your channel and audience. It costs $9.99 per month for a basic plan and $19.99 per month for a premium plan.

Another good option is TubeBuddy, an all-purpose YouTube creator tool. It offers a Thumbnail Analyzer, A/B Testing and a Keyword Explorer to help you optimize videos for search. TubeBuddy is designed to help creators figure out what to create, run their channel more efficiently and increase engagement. It offers several pricing plans, including a Pro plan for $3.75 per month and a Legend plan for $16.50 per month.

For a more general-purpose approach, Taja offers AI-based tools to optimize content in many areas, including titles, descriptions, chapters and shorts. It offers features like real-time analytics, one-click SEO recommendations, auto-generated shorts and viral thumbnail ideas. Taja supports more than 50 languages and offers three pricing plans for creators at different levels.

Last, Thumblytics offers a different approach by testing thumbnail, title and content ideas with real people before you publish a video. It collects click data and analyzes the results so you can pick the best options. That can be useful if you want to get real user feedback and optimize your videos based on actual audience engagement.