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AI Detector for Publishers

Free

Screen submitted content for AI-generated text

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Publishers, editors, and content platforms face an unprecedented challenge: the flood of AI-generated submissions. Whether you run a news outlet, literary magazine, content marketplace, or blog network, AI-written content is being submitted as original human work at scale. Manual review can't keep up, and publishing AI-generated content damages reader trust and brand credibility.

Coda One's AI Detector provides publishers with free, unlimited screening capability. The multi-model analysis catches a wide range of AI-generated content, from raw ChatGPT output to partially edited AI text. The per-sentence breakdown helps editors identify exactly which sections are problematic, enabling nuanced editorial decisions rather than blanket rejections.

For content platforms and marketplaces, the detector can be integrated into your editorial workflow. Screen submissions before they reach your editors, flag high-scoring content for manual review, and maintain content quality standards. The detailed statistics (sentence length variance, vocabulary richness, pattern detection) give editors concrete data points to support their decisions.

Frequently Asked Questions

Can we use this to screen freelance submissions?
Yes. Paste submitted articles into the detector for instant analysis. The per-sentence breakdown helps you distinguish between fully AI-generated submissions and human-written articles with some AI-assisted sections. This enables fair evaluation rather than outright rejection based on a single score.
How do we handle partial AI content?
The per-sentence analysis is key here. If an article scores moderately (40-60%) overall but specific sections score much higher, those sections may be AI-generated while the rest is human-written. This happens when writers use AI for certain paragraphs. You can request revision of specific sections rather than rejecting the entire piece.
Is there an API for batch processing?
Currently the detector is available as a web tool. For publishers needing API access or batch processing capabilities, please contact us to discuss enterprise integration options. The web tool is free and unlimited for individual article screening.
What about content that has been humanized or edited?
Our multi-model approach catches many humanization attempts, but heavily edited AI content can be harder to detect. Look for telltale signs in the statistics: unusually uniform sentence length variation, high pattern counts, and inconsistent per-sentence scores can indicate humanized AI text even when the overall score is moderate.
Does the detector work for all content types?
The detector works best with prose content of 30+ words: articles, essays, blog posts, reviews, and similar formats. It's less effective for poetry, technical documentation with heavy code, or very short snippets. For creative writing submissions, combine detector results with editorial judgment.

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