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Trained on over 15,000 YouTube videos, this model is built on state-of-the-art techniques in image & natural language processing combined with a classic machine learning pipeline. By analyzing vast amounts of video metadata, it learns to predict the potential performance of new videos using only pre-publication data that have been scientifically proven to influence audience engagement.

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Disclaimer

This prediction is only an estimate and may not match actual video performance. This tool is meant as a guideline to minimize missed opportunities for promoting high-potential content, but it may not catch all potential hits.