Show HN: Kettio – using ML to assume audience buying

Category: ai-ml

Tags: ad-tech, machine-learning, ranking, benchmarking, proprietary

Score: 5.0/10 (Innovation: 6, Technical: 5, Documentation: 3, Utility: 4)

Kettio is a proprietary ad creative ranking and scoring platform that uses machine learning to predict audience buying behavior, claiming to beat GPT-4o zero-shot on correlation with academic benchmarks. The README highlights benchmark results (PVP, CreativeRanking, UW survey) but provides no open-source code, license, or implementation details, making it more of a product landing page than an open-source project.

Target audience: marketing teams, ad agencies, growth engineers

Repository: https://kettio.com

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