Your content deserves to be found in the AI era.
AI platforms and marketplaces are actively seeking quality publisher content. Most publishers aren't structured to be discoverable or eligible. We change that — from raw archive to AI-ready content library.
Estimated AI content market globally 2024–25 (AUD)
Stages from raw archive to marketplace-ready
Marketplaces are open — be ready to list
The discoverability window is open soon
Publishers aren't structured for AI discoverability
AI platforms and content marketplaces require clean, structured, rights-aware archives. Most publishers have valuable content that simply can't be found, evaluated or listed — yet.
Unstructured Archives
Years of content locked in legacy CMS systems, PDFs and HTML exports — with no consistent formatting, metadata or tagging that AI platforms can ingest or evaluate.
Rights Uncertainty
You're not sure what you can license. Contributor agreements are unclear. Your syndication partners have different terms. You don't have a clear picture of which content is yours to share.
Not Marketplace-Ready
AI marketplaces have specific requirements. They need clean file formats with licensing information and standard metadata. Most publishers' archives don't meet these baseline requirements yet.
Poor AI Discoverability
AI systems can only find content that's properly formatted and tagged. Without structured metadata and clear classification, your archive stays invisible to the platforms and search tools that increasingly determine discoverability — and what gets cited.
Seven stages to an AI-ready, discoverable content library
A rigorous, end-to-end program that takes your content from raw archive to rights-aware, structured, marketplace-ready — and positioned for AI discoverability.
Content Audit & Assessment
We catalogue your full content archive: volume, formats, CMS type, archive depth and metadata quality. We identify what you have, what's missing, and flag anything that may complicate rights clearance before a single file is converted.
Rights Review & Clearance Framework
We work through your contributor agreements, photographer rights, wire service terms and archive partnerships using AI-assisted review tools to identify what you can make available for AI use and what needs attention. We produce a clear rights register so you know exactly what's in your licensable content library before anything is packaged or listed.
Conversion to Markdown
We build and run the conversion pipeline for your specific CMS or archive format — HTML, PDF, XML exports — producing clean, structured Markdown files. Every file gets a consistent metadata header: title, author, date, canonical URL, category and licence terms.
Metadata & Content Structuring
We enrich every file with topic tags, content type classification, subject taxonomy, reading level and date-range markers. We standardize metadata formatting so your content works seamlessly across different AI platforms, and segment the content library into distinct packages — by topic, era or domain — to maximise discoverability and marketplace eligibility.
Deduplication & Quality Assurance
We clean the content library: removing duplicates, templated filler content, repackaged wire copy, auto-generated articles and anything where the original source is unclear. Publishers with clean, focused libraries get much better licensing terms than those with large, messy archives.
Packaging & Positioning
We build your content package prospectus: volume, domain expertise, recency profile and rights scope. We benchmark your content against publicly reported licensing activity — AP, Axel Springer, Getty and NYT — to frame its value clearly. We structure distinct packages for AI training data versus RAG (retrieval-augmented generation, which allows AI to search and cite your content directly) use cases, which are now separate markets with different platform requirements.
Listing & Go-to-Market Support
We prepare your content library for listing across relevant AI content marketplaces and help you understand the requirements of each platform. We support you in preparing your listing materials, documentation and outreach assets so you're positioned to engage with platforms actively seeking quality publisher content.
You're not doing this alone
Each engagement brings together the specialist capability publishers need — without having to build or hire it all in-house.
AI-Assisted Rights Review
We use AI tools to work through contributor agreements, syndication terms and rights contracts at scale — quickly identifying what you can license, what's unclear, and what needs your team to decide.
Technical Pipeline
Developer partners who build repeatable, automated conversion pipelines — not manual, one-off processes. Scales across your entire archive efficiently.
Market Intelligence
A benchmarking framework built from publicly reported AI content licensing activity. Helps you understand where your content library sits in the current market landscape.
Marketplace Navigation
We understand the requirements of active AI content platforms — and structure your content library to meet them.
Industry Network
Active engagement across global industry associations and publishers — giving your program credibility and reach within the publisher community.
The market is moving. Publishers need to be ready.
The infrastructure for AI content licensing is being built right now. Publishers who are structured and ready will be first to participate.
Microsoft Publisher Content Marketplace launches
A new platform connecting publishers to AI builders. Publishers set licensing terms, retain editorial control and get usage reporting.
Source: Microsoft Advertising, Feb 2026
Commercial deals are happening across platforms
OpenAI, Google, Apple and others are negotiating direct content licensing arrangements with publishers who have clean, structured archives.
Discoverability is already changing
Organic search traffic is shifting as AI tools intercept the path to publisher content. Publishers who aren't structured for AI discoverability are being left out of the new information economy.
Source: Digiday Research, Feb 2026
A new value exchange is being written
Structured licensing, usage reporting and publisher-defined terms are becoming the new standard. Publishers at the table now will shape these terms; those sitting out won't.
Source: Nieman Journalism Lab, Dec 2025
Platforms seeking publisher content
The ecosystem is growing fast. These platforms have active content programs — publishers who are structured and ready may be positioned to participate in the future.
Microsoft
Publisher Content Marketplace — a licensing platform for publishers connecting to AI builders.
OpenAI
Direct content licensing arrangements with large publishers.
Google Gemini
Sourcing licensed content for AI training and Search features.
Apple Intelligence
Editorial content pipelines for on-device AI and Siri.
Perplexity
Seeking structured, citable, well-sourced publisher content.
What publishers who leaned in did differently
The publishers participating in AI platforms today didn't get there by luck. They invested in structure, rights clarity and discoverability before the opportunity arrived. That's the lesson for publishers of any size.
Business Insider — Structured metadata from the start
They invested in auto-generating taxonomy tags, category labels and titles within their CMS. That clean, structured approach to their archive made them a founding partner of Microsoft's Publisher Content Marketplace and positioned them as one of the most-cited sources in large language models globally.
Source: Business Insider, Feb 2026 · Digiday, Jan 2026
The Associated Press — Content that's ready to license
Their well-structured, consistently formatted archive meant they were ready when OpenAI, Google and Microsoft came to the table. They weren't waiting for opportunities — they had already built the infrastructure to respond quickly when licensing deals came knocking.
Source: Digiday, Nov 2025
Publishers waiting on the sidelines
Most publishers won't see meaningful AI licensing revenue in the near term. But the smart ones are already investing in structured content feeds, clean archives and clear rights documentation — positioning themselves to participate when the market matures and terms improve.
Source: Nieman Journalism Lab, Dec 2025
Ready to get your content AI-ready?
The marketplace is moving. Publishers who are structured and ready will be positioned to participate. Get in touch and let's discuss your content library.