On March 24, 2026, Wix Studio published the findings of its AI Search Lab: an analysis of 75,000 AI-generated answers and over one million citations across ChatGPT, Google AI Mode, and Perplexity. The main finding, reported by Search Engine Land: three content formats — listicles, articles, and product pages — account for 52% of all AI citations.
This is the first large-scale study to demonstrate that search intent outweighs industry or AI model in predicting which content gets cited. A finding that fundamentally reshapes how you should approach GEO (Generative Engine Optimization).
What the study actually shows
Listicles lead at 21.9% of citations, followed by articles (16.7%) and product pages (13.7%). Together, these three formats crush all other content types combined.
But what makes this study genuinely useful is the segmentation by intent:
- Informational queries: articles dominate at 45.5%, listicles follow at 21.7%
- Commercial queries: listicles capture 40% of citations — nearly double any other format
- Transactional and navigational queries: product and category pages share ~40%
This pattern holds regardless of industry — SaaS, health, ecommerce, professional services, home repair. Intent beats industry.
Each AI model has its own preferences
All three models favor listicles, but diverge after that:
- ChatGPT leans heavily into articles and informational content
- Google AI Mode shows the most balanced distribution across formats
- Perplexity stands out: 17% of its citations come from discussions (Reddit, forums)
That last point deserves attention. If Perplexity is in your target mix, presence on Reddit and online communities is no longer optional — it's a direct citation lever.
What this means for your content strategy right now
The "create more content" rule is dead. What this study proves is that you need to match format to intent, not just volume.
Concretely:
- A prospect in the comparison phase → listicle (top 5, best alternatives, comparison)
- A prospect in the discovery phase → long-form article with context, data, analysis
- A prospect ready to buy → structured product or service page, not a blog post
One killer detail: third-party listicles (neutral editorial comparisons) capture 80.9% of citations in professional services, versus just 19.1% for self-promotional lists. AI engines prefer sources that aren't selling themselves. Your content needs to deliver real value, not a disguised pitch.
Cicéro's take: We've been producing GEO-optimized content designed to be cited by AI engines from day one. This study validates our approach: format matched to intent, proprietary data, neutral editorial angle. That's exactly what LLMs reward. Want to go deeper? See our full SEO content strategy guide.
Four actions to take today
- Audit your existing formats. For each published article, identify the intent and check if the format matches. A guide written as an article when it should be a listicle → reformat it.
- Prioritize listicles for your comparisons. If you have "our solution vs competitors" pages, transform them into neutral editorial listicles. Cite competitors honestly.
- Optimize product pages for transactional queries. Data, specs, concrete use cases — no marketing jargon.
- Invest in Reddit (if Perplexity is in your mix). Answering questions in industry subreddits exposes you to the 17% of Perplexity citations that come from forums.
The real lesson? AI engines don't search for the best content in general — they search for the format best suited to the question asked. Give them what they're looking for.
Sources
- → Search Engine Land — AI citations favor listicles, articles, product pages: Study (March 24, 2026)
- → Wix Studio AI Search Lab — The content types most cited by LLMs
Growth and SEO content strategist, I founded Cicéro to help businesses build lasting organic visibility — on Google and in AI-generated answers alike. Every piece of content we produce is designed to convert, not just to exist.
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