Join the creators who are registering their content so AI models can use it — and you get credit.
Join Early AccessAI systems are trained on massive amounts of content — much of it from creators like you. But rarely do you get recognized or paid.
At Contentrate, we're building a curated dataset where you keep ownership, your content is used under license, and when it trains models you share in the value.
Understanding what AI trainers look for helps you maximize your content's value and increase your chances of being selected.
| Parameter | Description |
|---|---|
| Uniqueness / Novelty | Text that adds new knowledge, writing style or domain coverage not already present in training datasets. Original insights matter most. |
| Quality / Clarity | Well-written text with correct grammar, coherent structure, fewer errors. Clear, professional writing is prioritized. |
| Relevance / Domain Fit | Text that is relevant to specific training objectives — domain expertise and specialized knowledge are highly valued. |
| Diversity & Coverage | Content from varied sources, domains, styles, and perspectives ensures models learn broadly without overfitting. |
| Copyright / Licensing & Provenance | Text with clear rights, ownership, and traceable provenance — essential for safe, legal AI training. |
| Cleanliness & Format | Minimal boilerplate, properly formatted, usable structure. Clean, well-organized content is easier to use. |
| Depth / Expertise | Text showing deep reasoning, domain knowledge, and original thinking rather than superficial coverage. |
| Token Efficiency | High information content per token — less filler, more substance. Every word should add value. |
| Avoiding Duplication | Original content that doesn't repeat what's already in datasets. Unique perspectives are rewarded. |
| Ethical Standards | Responsibly sourced content that avoids major biases and harmful material. Professional, balanced writing. |
Bottom line: Quality, novelty, expertise, and clear rights matter more than volume.
AI systems train on your content without asking or crediting you.
We're building a clean, rights-based dataset where creators can protect and monetize their content.
No — you decide how your work is used. You keep full ownership.
Articles, blog posts, videos, podcasts, scripts, transcripts, newsletters — any content you create that you're willing to license for AI training.
When AI labs license our dataset for training, we share a portion with creators based on their contribution.
Minimal — just upload your text or link to where it's published.
For creators of: Articles · Videos · Podcasts · Substack · Blog posts · Scripts · Lectures · Transcripts · Educational content · Expert commentary