An open standard for AI content attribution
OpenAttribution publishes its framework for tracking how content is used in AI systems. Retrieval works today. Citation and engagement come as agents adopt the standard.
Content attribution for agentic commerce
We have submitted extension proposals to both UCP and ACP — the two leading agentic commerce protocols. Here is why content attribution belongs in the commerce layer.
PolicyCheck: see which AI bots can access any website
A free tool that checks robots.txt, RSL licences, and Cloudflare Content Signals for 26+ AI crawlers. Now live on openattribution.org.
Our responses to the CMA consultations on Google Search and AI
We submitted two responses to the UK Competition and Markets Authority this week, covering publisher conduct and fair ranking. Here is what we said and why.
AI is not search
LLM conversations are not just 'search with more words.' The way value flows from content is fundamentally different, and we do not have frameworks to support that.
Borrowed knowledge
I didn't build the industry I work in, nor did I originate the concepts I use daily. I am paid to curate vast amounts of borrowed knowledge and reconfigure it to solve specific, novel problems. Generative AI does the same thing — but it broke the deal.