AI News Audit: How AI Models Use and Distribute Canadian Journalism

Executive Summary

AI models have become a primary way for millions of Canadians to get information. When people ask ChatGPT, Gemini, Claude, or Grok about current events, the responses they receive, and the sources those responses cite, shape which news organizations get traffic, attribution, and revenue. This brief presents the first large-scale empirical audit of how AI models use and distribute Canadian journalism.

We tested four major AI models on 2,267 real Canadian news stories (English and French) without web search activated and found the same pattern across all of them. All four models showed extensive knowledge of Canadian current events consistent with having ingested Canadian news reporting. Models demonstrated at least partial knowledge in 74% of responses to stories within their training window, but among those knowledgeable responses, 92% provided no source attribution of any kind.

When we enabled web search and tested 140 specific articles via each company's API, every model produced responses that covered enough of the original reporting that many consumers would rarely need to visit the source. Models often linked to Canadian news sites, with 52% of responses including at least one Canadian URL, but named a Canadian source in the response text only 28% of the time. Links provide a pathway back to the source, but consumers reading the response itself rarely see an indication of whose journalism they are consuming. AI models readily covered content from paywalled sources; in most cases competitive news markets mean the same stories appear across multiple outlets and models retrieve a free version, though API logs in some cases showed models citing paywalled URLs directly, suggesting paywalls may not block automated retrieval the way they block human readers. Whether models access the content directly or through freely available alternatives, the result for publishers is the same: the originating outlet receives neither traffic nor credit. AI companies ingest Canadian journalism at scale, produce substitute content from it, and distribute that content to consumers, and while links to Canadian news sites are provided, the newsrooms that produced the journalism are rarely named in the response consumers read.