SEO

AI quotes like listicles, articles, product pages: Study

AI search citations prefer a small set of formats. Lists, articles, and product pages drive more than half of all mentions of all major LLMs, according to a new Wix Studio AI Search Lab study that analyzed 75,000 AI responses and more than 1 million citations across ChatGPT, Google AI Mode, and Perplexity.

Findings. Listicles led with 21.9% of citations, followed by articles (16.7%) and product pages (13.7%). Together, these three properties accounted for 52% of all AI citations.

  • Articles dominate information queries, being cited 2.7 times more than other formats.
  • Listicles captured 40% of sales intent quotes, almost twice as much as any other brand.

Why purpose wins. The intent of the query – not the industry or model – strictly predicts what content is cited. This pattern holds across industries, from SaaS to healthcare.

  • Informational questions are most skewed towards articles (45.5%) and listicles (21.7%).
  • Commercial inquiries were led by listicles (40.9%).
  • Commercial and navigational queries favor product and category pages (about 40% combined).

Why do we care. This research shows that you want to map content types to user goals rather than creating more content. Articles are informative, listicles run comparisons, and product pages convert. Aligning content format with user intent can help you capture more AI citations and increase visibility.

Not all lists are equally effective. Third-party listings accounted for 80.9% of citations for professional services, compared to 19.1% for self-advertising listings. That seems to indicate that LLMs prefer a neutral, strategic comparison to a brand-led standard.

Model differences. All the models loved the listicles, but they broke up after that.

  • ChatGPT relies heavily on articles and informational content.
  • Google AI Mode showed a very balanced distribution.
  • Confusion is prominent, with 17% citations coming from discussions such as Reddit and forums.

Industry patterns. Content preferences have been moved slightly vertically:

  • SaaS and professional services are highly identified in the listicles.
  • Authoritative articles are popular.
  • Ecommerce distributes citations across articles, articles, and section pages.
  • Home improvements showed a very even distribution across formats.

Research. The most cited content types are LLMs


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Danny Goodwin is the Editorial Director of Search Engine Land & Search Marketing Expo – SMX. He joined Search Engine Land in 2022 as a Senior Editor. In addition to reporting on the latest marketing news, he hosts Search Engine Land’s SME (Subject Matter Expert) program. He also helps organize US SMX events.

Goodwin has been editing and writing about the latest developments and trends in search and digital marketing since 2007. He was previously the Editor-in-Chief of Search Engine Journal (from 2017 to 2022), managing editor of Momentology (from 2014-2016) and editor of Search Engine Watch (from 2007 to 2014). He has spoken at many major search conferences and virtual events, and has shared his knowledge in a variety of publications and podcasts.

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