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Added: Jun 13, 2023

CreatorML helps you maximize YouTube engagement with AI-generated title and thumbnail suggestions and view predictions.

What does CreatorML do?

CreatorML is a software that helps video marketers predict YouTube views prior to upload and optimize thumbnails and titles for maximum engagement. It uses OpenAI's GPT-4 to generate title suggestions and filters them to reduce the risk of containing offensive content.

The YouTube Click-Through Rate Predictor helps users optimize thumbnails for increased CTR. According to the website, CreatorML helps content creators and YouTube channel owners increase overall click-through rate and ensure their audience has the best possible experience when seeing their videos. It differentiates itself from similar software competitors by offering a View prediction feature and using OpenAI's GPT-4 to generate title suggestions.

We Love:

  • Enhances YouTube CTR with AI-based predictions
  • Uses ML to optimize video thumbnails and titles
  • Customized predictions improve with added data

We Hate:

  • Manual process for Custom CTR Predictor is time-consuming.


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Our Verdict on CreatorML

Compared Alternatives


  • Optimizes YouTube thumbnails for higher click-through rates.
  • Analyses data and patterns across 20,000 video titles.
  • Provides accurate CTR estimates with machine learning models.
  • Customizable predictor tuned to specific channel's audience behavior.
  • Able to fine-tune estimates using last 28 days of CTR data.


  • Elevate your YouTube strategy by optimizing thumbnails for higher click-through rates.
  • Leverage machine learning insights to modify video titles and gain more views.
  • Transform your channel's performance with custom predictive models based on historical data.

Insider Tips

CreatorML Pricing

Has Free Tier

Public Pricing

Enterprise Plan

Double Check Pricing

*Last Updated: Oct 24, 2023

No Free Tier





20% off with Annual plan




20% off with Annual

CreatorML Q&A

A cartoon schematic of user ratings from our community.

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Jack Woodwalker is a tech reviewer, former engineer and the CEO of AllThingsAI.

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