A new data study from Press Ranger and OtterlyAI offers the first hard numbers on whether AI licensing deals actually change what chatbots cite. The study, which examined 129.3 million citations across seven AI platforms in June 2026, found that news pages from publishers with an OpenAI licensing deal earn 48% more citations on ChatGPT than pages from unlicensed publishers.
The research pairs two first-party datasets. OtterlyAI supplied citation data captured on ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Gemini, and Claude. Press Ranger contributed its AI-Publisher Licensing Research database, which tracks 91 confirmed agreements between AI companies and publishers across 314 publisher domains, with every record backed by a public source.
OpenAI deals tilt citations toward ChatGPT
On ChatGPT, pages from publishers with an OpenAI deal collected 10.2 citations each on average, versus 6.9 for pages from unlicensed publishers. Across all seven platforms combined, the OpenAI cohort's premium was 46% (10.7 versus 7.3 citations per cited page). Publishers who signed with OpenAI now draw 57.9% of their entire AI citation volume from ChatGPT alone, while unlicensed publishers keep a more balanced mix across ChatGPT and Perplexity.
OpenAI was the only licensor whose deals showed a clear home-platform advantage. Google-licensed publishers were cited on Google AI Overviews at a slightly lower rate than comparable unlicensed publishers, and Perplexity's licensed publishers landed at parity on Perplexity. Publishers that signed with OpenAI and no one else earned 112% more citations per page on ChatGPT than unlicensed publishers.
"A licensing deal does one clear thing: it tilts your citations toward ChatGPT. It does not guarantee you show up everywhere, and it is not the only way to win," said Thomas Peham, CEO of OtterlyAI. "For most brands, the smarter move is to earn coverage in the vertical publishers AI already trusts."
Niche outlets beat mainstream media
The study also found that news is a small share of what AI cites, at 7.2% of all citations. The citations that do go to news concentrate at the top: five media groups - Future plc, Forbes, People Inc., Condé Nast, and Hearst - capture 69% of all citations to licensed publishers.
Yet across 16 US industries, niche and trade outlets, most of them unlicensed, carried the majority of news citations in 15 of them, collecting 213% more AI citations than mainstream media. The most-cited news domains in the data include unlicensed outlets such as NerdWallet, Healthline, and Bankrate.
"For three years, publishers and PR teams have argued about whether these licensing deals actually change what AI reads, and nobody had a number. Now we do," said Steve Beyatte, Founder of Press Ranger. "The bigger surprise is not that OpenAI's deals pay off on ChatGPT, it is that the largest opening for PR teams sits with the trade and niche outlets nobody licensed."
What content AI actually cites
Commercial and evergreen content dominates. Best-of lists, buying guides, and product reviews make up 46.9% of licensed publishers' citations. For PR teams, this suggests pitching service-journalism formats rather than chasing news cycles.
The study recommends that communications teams map which publishers already earn citations for their topics, treat licensed publishers as one lever for ChatGPT-weighted exposure, and focus outreach on the trade outlets that already carry the majority of AI citations in most industries. Teams looking to build these skills can explore AI for PR & Communications training, or more specialized approaches for understanding AI for Media Relations Specialists.
Why this matters for PR and communications professionals
Licensing deals are not a prerequisite for AI visibility, and pitching the largest media brands is not the only path to citations. The data shows trade and niche outlets carry the majority of news citations in 15 of 16 industries studied. Communications teams should audit which publishers already earn citations for their clients' topics, pitch the service-journalism formats AI favors, and treat licensed outlets as one specific lever for ChatGPT-weighted exposure rather than the entire strategy.
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