current status: iterating, building, training, & enjoying.
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AI content toolbuilding

Auto Content Engine

Analyze content that already works and generate new, brand-adapted vertical videos from the underlying insights.

What it is

The engine pulls high-performing short-form videos from competitors, breaks down the patterns behind their performance and turns those insights into new concepts for another brand.

It combines collection, video understanding and generation in one workflow, while keeping the final output specific to the voice and audience it is meant for.

The problem

Content is currently still dificult and original. We can slop-ify that.

The approach

Collect strong examples, analyze why they work and use those structured insights to generate brand-adapted, post-ready concepts.

What I learned

The world is going to be a very strange place. Or already is.

Built with

ApifyGeminiClaudeNext.js