Licensing and AI access to content

AI Gateway

Wiley AI Gateway, launched October 2025, is billed as the industry’s first AI-native research intelligence platform: a single MCP-based endpoint connecting scholarly content from multiple publishers to the AI tools researchers already use — Anthropic’s Claude, AWS Marketplace,…

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Cashmere

Cashmere is infrastructure between publishers and AI companies: publishers set the rules — what content can be used, how, at what price — and AI companies integrate once for legitimate access. Built on Omnipub, Cashmere’s data model for…

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CC Signals

Creative Commons’ framework for how datasets can be ethically and transparently reused in AI — reciprocity and collective governance rather than pure licensing mechanics.

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Pay per Crawl

Cloudflare’s technical framework letting publishers charge AI crawlers for access, built on the HTTP 402 status code. Content owners get a third option beyond allow-or-block: charge. Cloudflare handles payments and authentication, preventing spoofing.

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ProRata.ai

ProRata.ai is an AI-powered attribution platform designed to ensure fair compensation and credit for content owners in the age of generative AI. By analyzing AI-generated outputs, ProRata.ai identifies the original sources of content and calculates proportional remuneration for…

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Publisher Content Marketplace

Microsoft’s Publisher Content Marketplace aims to give publishers a revenue stream by providing AI systems with scaled access to premium content — big tech’s own answer to the licensing infrastructure question.Notes & quotesSee Jonathan Woahn’s Scholarly Kitchen pieces…

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TollBit

TollBit is a two-sided marketplace platform that allows publishers to monitor and monetize AI bot traffic by licensing content scraped by AI tools. It offers real-time pricing and licensing management for AI companies seeking access to publisher content,…

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ZAIA Revenue-Sharing Model

Zendy has introduced a pioneering revenue-sharing model integrated into its AI-powered research assistant, ZAIA. Utilizing Retrieval-Augmented Generation (RAG), ZAIA retrieves data from both open-access and paywalled sources through licensing agreements. This model ensures that academic publishers are compensated…

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