Does thought leadership content get cited by AI tools?

What specifically makes content more likely to be cited by an AI tool?

In the controlled test we trust most, it was evidence on the page, meaning quotations from credible sources, statistics, and citations of where each claim came from. Those rewrites raised a page's visibility by 30 to 40 percent.

The test is the GEO study from Princeton, written with Georgia Tech, the Allen Institute for AI, and IIT Delhi and accepted to KDD 2024. The researchers built GEO-bench, a set of 10,000 queries from many domains, and rewrote source pages in different ways to see which versions the engine pulled into its answers. Keyword stuffing, the oldest move in SEO, did not improve visibility.

The caveat is real. The engine was one the researchers set up for the study, so it is not live ChatGPT or Google, and the effect of each method varied by domain. We still find the result useful, because the rewrites that won are what a person who knows the subject does anyway when they show their work.

Putting that evidence on a company's pages is part of how we run AI search ranking. It is slow work: movement shows in one to three months, where ads show it in days.

Is being cited by AI the same as ranking in Google?

No, and the two have drifted further apart over the past year. Ahrefs found that 38 percent of AI Overview citations came from pages ranking in Google's top 10, down from 76 percent a year earlier.

That figure comes from Ahrefs' study of 863,000 results pages, written by Louise Linehan and published March 2, 2026. Most of what Google's AI Overviews cite now sits outside the first page of results. As of January 2026, Ahrefs notes, those Overviews run on Gemini 3.

The GEO study points the same way from another angle. In one test, the site ranked fifth in search results saw a 115.1 percent visibility increase from the rewrites, while the top-ranked site's visibility fell 30.3 percent on average. For a company without the top spot, that is the most encouraging line in the research. Our piece on domain authority and AI citations asks how much an old, well-linked site still counts.

Which platforms cite which kinds of content?

Reddit and LinkedIn were among the top five most-cited domains on ChatGPT search, Google AI Mode, and Perplexity in Semrush's tracking. Google AI Mode leaned on LinkedIn hardest, citing it in nearly 15 percent of its responses.

Semrush tracked weekly citations for more than 230,000 prompts over 13 weeks, from July 14 to October 12, 2025. ChatGPT and Perplexity cited LinkedIn less often than AI Mode did, though both were trending up.

Reddit is people answering each other in their own words, and LinkedIn is professionals writing under their own names, which is close to what thought leadership is meant to be. Our post on whether your brand needs Reddit covers the first of the two.

For a founder, the practical reading is that an essay does not have to live only on your company blog. A post on your own LinkedIn profile sits on a domain all three engines cite, and our piece on whether to use a LinkedIn ghostwriter weighs who should write it.

Does thought leadership actually change how buyers evaluate vendors?

Buyers say it does, and this part of the evidence has nothing to do with AI. In LinkedIn and Edelman's research, 75 percent of decision-makers and C-suite executives said a piece of thought leadership led them to research a product or service they were not previously considering.

LinkedIn's report on the Edelman research also found that 52 percent of decision-makers and 54 percent of C-suite executives spend an hour or more each week reading thought leadership. And 70 percent of C-suite leaders said a piece had at least occasionally led them to question whether to continue with an existing supplier. That is a buyer rethinking the vendor they already pay.

So we hold two views at once. The case for writing from a real point of view is strong, because the people who sign contracts say they read it and act on it. The case that it gets you cited is thinner than it looks, resting on a lab engine and on a link between rankings and citations that halved in a year, and we would not tell anyone that a good essay will be quoted by an assistant. We have not found a study that checks whether the piece a buyer reads is the same one the assistant quotes.