AI Licensing Deals Study: News Publishers With OpenAI Deals Get 48% More AI Citations on ChatGPT

OpenAI Deals: 48% More Citations Per Page

Take every news page cited by AI Search in June 2026. On ChatGPT, pages from publishers with an OpenAI licensing deal collected 10.2 citations each on average versus 6.9 for pages from unlicensed news publishers: a 48% citation premium. Across all 7 platforms combined, the OpenAI cohort's premium is 46% (10.7 vs 7.3 citations per cited page), and publishers with any licensing deal average 51% more (11.0 vs 7.3). The chart below runs the same test for every platform owner: does a deal with the company behind the platform earn you more citations per page on that platform? Only OpenAI's clearly does. Copilot is the one row that needs a second look, because its lift applies to licensed publishers generally rather than to the ones its owner signed, and the next section takes it apart. Perplexity and the three Alphabet platforms show no premium at all.

One nuance before the chart: measured on the broader group of publishers holding any licensing deal, citations per cited page beat the no-deal group on every platform except Claude. The chart applies the stricter owner test instead: each platform is only credited for citing the publishers its own parent company signed.

The result: publishers who signed with OpenAI now draw a majority of their entire AI Search citation volume (57.9%) from ChatGPT alone. The chart below widens the lens to publishers with any licensing deal, and the ChatGPT majority still holds at 55.0%. Unlicensed news publishers have a more balanced mix: 32.4% from ChatGPT, with Perplexity nearly equal at 30.7%.

Flip the perspective to the platform side: how much of each platform's news citations go to publishers licensed by that platform's own parent company? On ChatGPT it is 22.8%, while OpenAI-licensed publishers make up only 17.3% of the news pages ChatGPT cites. No other platform hands its owner's licensed publishers more than 6.7% of its news citations.

Why the Other AI Deals Show No Advantage

Google-licensed publishers are cited on Google AI Overviews at a slightly lower rate than comparable unlicensed news publishers, and Perplexity's licensed publishers land at parity on Perplexity. Neither platform gives its own licensees an edge.

Microsoft Copilot is the second platform where licensed publishers visibly earn more, which is why the intro names it alongside OpenAI. The nuance is attribution, and it matters: the lift is not traceable to Microsoft's own deals. Copilot rewards licensed publishers as a class, whoever licensed them: publishers signed by OpenAI, Amazon, Meta and Perplexity all earn between 61% and 85% more citations per page on Copilot than unlicensed publishers do. What Copilot rewards is publisher scale, and the licensed pool is full of large publishers that nearly all signed with several AI companies at once.

Isolating single-deal publishers makes the difference plain. Publishers that signed with OpenAI and nobody else earn 112% more citations per page on ChatGPT than unlicensed publishers, well above the 45% premium the same publishers average across the other platforms. Publishers that signed only with Perplexity beat their own away-platform baseline by 6 percentage points, and publishers that signed only with Google by none at all. OpenAI is the only licensor whose deal shows up as a home-platform advantage.

Meta, Amazon, and Mistral signed deals for products outside classic AI Search (Meta AI inside social apps, Alexa+ and Rufus, Le Chat), so their deals cannot show a home-platform effect in citation data. Amazon's launch roster still matters here for a different reason: it includes Forbes, the single most-cited licensed publisher of the month.

Which Content Types AI Cites Most

The content that AI Search platforms cite from licensed publishers is overwhelmingly commercial and evergreen. Weighted by citations, 38.1% of licensed publishers' cited pages are best-of and top-list pages, 15.1% are buying guides and money advice, and 5.6% are product reviews and tests. Together that is 58.8% of everything AI cites from them. Dated news articles account for just 5.1%.

Two things stand out. Buying guides and money advice are the one category where unlicensed publishers beat licensed ones (21.3% against 15.1%), because the biggest unlicensed news domains in the data are personal finance and insurance specialists. And the categories that sound like classic journalism are the smallest on the board: dated news articles 5.1%, industry trends and analysis 2.0%, risk and due diligence 1.7%. Press releases and wire copy barely register at all, under 1% for both groups.

The most-cited licensed URLs of the month make the point concretely: software reviews on TechRadar, insurance buying guides on Forbes Advisor, and health explainers on Verywell Health. All evergreen, all commercial. For publishers weighing a deal, the citation upside concentrates on service journalism and product content.

Five Media Groups Hold 69% of Licensed Citations

Citations to licensed publishers concentrate heavily at the top. The market is also geographically narrow: 88.7% of citations to licensed publishers go to English-language publications and 73.0% to North American ones. Microsoft has no exclusive publishers at all: every publisher Microsoft signed also signed with at least one other AI company.

All 314 licensed publishers

Deal economics stay mostly private: of 91 confirmed deals, only 2 have publicly reported values (Meta x News Corp at up to 50M US dollars per year, Amazon x The New York Times at 20 to 25M US dollars per year).

Where the licensed citations happen: global and per region

Toggle between the global view and specific regions to see which AI Search platforms cite licensed publishers in each market. DACH is the only region where Perplexity, not ChatGPT, leads.

News Is Only 7.2% of All AI Citations

Across 129.3 million citations, News and Media content receives 7.2%. The rest goes to brand pages, blogs, government sites, forums, encyclopedias, and video. Claude cites news the most of any platform, at 14.0% of its citations versus 8.6% for Perplexity and 8.3% for ChatGPT.

What This Means for PR Teams

For PR pros, this study answers the question behind the question: what news is AI actually reading, and can you influence it? Three practical moves follow from the data.

Industries: Licensed vs Trade Media Per Vertical

We joined a second dataset to the study: 16 US industry prompt sets tracked in OtterlyAI across the same 7 AI Search platforms (8 to 14 Aug 2026), cross-referenced against the same 91 licensing deals. The pattern from the main study repeats at industry level, with wide spread: licensing deals pay off in consumer verticals and barely register in regulated ones.

Trade media beats mainstream media in 15 of 16 industries

Finance/Insurance is the only industry where mainstream outlets take a majority of news citations (52.2%). Everywhere else, niche and trade media carry the industry's news presence in AI answers, up to 92.6% in Nonprofit and 93.3% in Industrial/Manufacturing. Pooled across all 16 industries, niche and trade media collect 213% more AI citations than mainstream media (75.8% vs 24.2% of news citations). For PR teams, the pecking order is clear: a placement in the right vertical outlet beats a national headline for AI visibility in nearly every industry.

Splitting each media class by licensing status reveals where the deals actually sit. Within mainstream media, publishers with licensing deals capture 54.7% of citations. Within niche and trade media, licensed publishers capture only 17.2%. Put simply: AI companies have licensed the mainstream layer, but the trade layer that carries most industry news remains almost entirely unlicensed, and it gets cited anyway.

Scope: 16 US industry brand reports in OtterlyAI (roughly 100 prompts each), 8 to 14 Aug 2026, top cited domains per platform per industry, News/Media classification by OtterlyAI. All values are percentages of the selected scope's News/Media citations.

You Do Not Need a Licensed Publisher to Get Cited

Licensing deals are signed between AI companies and publishers. PR and marketing teams don't get a vote in them, but they do choose where to pitch, and that is where this finding matters. The most-cited news sources in AI answers include completely unlicensed outlets: NerdWallet, Finanztip, Healthline, Handelsblatt, and Bankrate each collected more citations in June 2026 than every licensed publisher except Forbes and TechRadar.

The right pitch list depends on your client's niche. In consumer verticals where licensed lifestyle and service publishers dominate the citations, pitching the news publishers ChatGPT already rewards can be exactly the right move. In most industries, though, the bigger and more budget-friendly opportunity sits one level down: niche and trade media are the biggest winners of AI Search. They carry the majority of news citations in 15 of 16 industries we measured, and because brands spent years obsessing over mainstream placements only, the trade outlets AI Search actually reads remain underpriced attention.

What the winning outlets share, licensed or not, is content type: deep commercial evergreen coverage in a vertical, structured to answer questions directly. For earned media planning, that means pitching the outlets that own your vertical's buying guides and explainers, and treating licensed publishers as one lever among several: the one to pull when you specifically need ChatGPT-weighted exposure.