AI-Generated Stories. Honestly Labeled.

The AI content market has a trust problem, and it cuts in both directions.

For buyers, there's no reliable way to know what they're purchasing. A short story listed on a content marketplace might be entirely AI-generated, lightly edited by a human, or heavily shaped through a sophisticated collaboration between a skilled writer and an AI tool. The price is the same. The listing looks the same. The buyer has no way to evaluate what went into the work or what the quality reflects.

For creators, the landscape is equally frustrating. Writers who use AI thoughtfully as part of their creative process - brainstorming, drafting, iterating, refining - get lumped in with content mills that generate thousands of low-effort pieces with a single prompt. There's no way to distinguish between lazy generation and genuine AI-assisted craft. The result is a market that punishes transparency: admitting you used AI in any capacity risks being dismissed, so nobody admits it.

Meanwhile, plagiarism detection is spotty and inconsistent. Buyers can't verify originality. Creators who do original work have no way to prove it. And the platforms hosting this content have little incentive to solve the problem because volume drives their revenue regardless of quality.

The challenge is building a marketplace that treats AI involvement as a feature to be disclosed, not a secret to be hidden - and that gives both sides of the transaction the information they need to make fair decisions.

ProsePatch is designed around a disclosure framework that categorizes AI involvement across a spectrum rather than treating it as a binary. A piece of writing isn't just "AI-generated" or "human-written" - it carries specific labels indicating the nature and degree of AI participation: ideation, first draft generation, structural editing, line editing, or minimal involvement. Creators self-report using a structured disclosure process, and the platform provides verification tools to support those claims.

Plagiarism detection is built into the submission pipeline, not bolted on after the fact. Every piece of content is checked before it reaches the marketplace, giving buyers confidence that what they're purchasing is original work - regardless of how much AI was involved in creating it.

Curation is the other half of the quality equation. ProsePatch isn't an open marketplace where anyone can list anything. Submissions go through a review process that evaluates quality, originality, and the accuracy of the creator's disclosure. This keeps the catalog focused on work that's worth buying, not just work that's easy to generate.

Pricing reflects the reality of AI-assisted creation. A piece that involved significant human creative direction, multiple revision passes, and careful editing is priced differently than a piece generated from a single prompt with minimal human input. Both have a place on the platform - but buyers can see the difference and pay accordingly.

For creators, ProsePatch offers something no other marketplace does: a place where using AI isn't something to hide. Skilled prompt engineering, thoughtful iteration, and careful human refinement are recognized as real creative work. The platform makes that work visible rather than erasing it.