Wix Studio's AI Search Lab analyzed 75,000 AI answers across ChatGPT, Google AI Mode, and Perplexity — and found that the page type that gets cited depends on what the searcher is trying to do, not on your industry or the model.
2026-09-04 · by Moe Ameen
Published 2026-09-04 · Updated
Short answer
Wix Studio's AI Search Lab studied 75,000 AI answers and more than 1 million citations from ChatGPT, Google AI Mode and Perplexity. Listicles (21.9%), articles (16.7%) and product pages (13.7%) earned over half of all citations. Query intent predicted the cited format better than industry or model: articles won informational queries, listicles won commercial ones, and product and category pages won about 40% of transactional ones.
Key takeaways
Wix Studio's AI Search Lab analyzed roughly 75,000 AI answers and more than 1 million citations across three major AI search surfaces — ChatGPT, Google's AI Mode, and Perplexity — to see which kinds of web pages get pulled into AI-generated answers. Wix published the findings on March 23, 2026.
Three page formats accounted for just over half of every citation in the sample. Listicles led at 21.9%, articles followed at 16.7%, and product pages took 13.7% — 52% of all citations across those three shapes. But the headline the study itself pushes is not the ranking; it is that the single strongest predictor of which format gets cited was the searcher's intent, not the industry or the AI model.
Split the citations by what the person was trying to do and the picture changes sharply: for informational questions, articles dominated at about 45.5% of citations; for commercial, comparison-style queries, listicles took about 40.9%; and for transactional or navigational queries — someone close to buying or looking for a specific brand — product and category pages together drew around 40%.
Two secondary findings are worth pulling out. In professional-services queries, third-party listicles earned about 80.9% of the citations against roughly 19.1% for self-promotional "best of" lists a brand published about itself — evidence that the engines lean toward neutral, editorial comparisons over a company ranking its own product first. And the engines differed: about 17% of Perplexity's citations came from discussion pages, more than double the other models, while ChatGPT leaned toward articles and informational content.
These are one vendor's figures over a defined window, and AI engines change their citation behavior often, so treat the exact percentages as directional and confirm any single number against the source before repeating it. The durable takeaway: AI search cites by page type matched to intent, and product and listicle pages are far more central to that than a blog-only content plan assumes.
The instruction hidden in this study is a production problem: to be cited across intents you have to publish the same idea in several shapes — an editorial article for the informational question, a ranked listicle for the comparison, tight commercial copy for the buyer-intent query — and keep doing it as engines shift. That is exactly the multiplication Kompozy is built for. Point it at one source and its copy engine (Claude and OpenAI, governed by your Persona Brief) generates the cited formats in parallel: a long-form Blog Article structured with the clean H2/H3 hierarchy the cited pages share, a listicle or "how to choose" framework for the comparison queries, Quote Graphics and Carousels that name specific tools and numbers, and captioned Persona Shorts — then Autopilot publishes the set across the eight social platforms plus blog and email on a standing schedule. The study says structured, intent-matched, frequently-updated pages get quoted; the reason most teams never build that spread is that producing it by hand breaks by week three, and that is the part Kompozy removes.
Be honest about the boundary, because it is the useful part of the pitch. Kompozy does not build or optimize your storefront's product pages — that is your CMS or Shopify's job, and product-page citations are earned there. What Kompozy owns is the surrounding footprint: the article and listicle content, the owned blog, and the consistent cross-platform presence that turns your brand into a named entity the engines already recognize before they ever fetch a page. It also can't force an engine to cite you — no tool can. What it does is make the volume of structured, on-brand, intent-matched content the data rewards actually sustainable. For the related research on who gets cited and why, see our coverage of the Meltwater–LinkedIn study on individual vs company-page citations, LinkedIn's own AI-visibility guidance, and why ChatGPT indexing your small site still isn't the same as citing it.
This listicle video is a real output from the Kompozy workspace. A ranked list is one of the formats this study says gets cited for comparison queries.
Best for:
Not ideal for:
According to Wix Studio's AI Search Lab study of over 1 million citations, three formats made up 52% of all AI citations: listicles (21.9%), articles (16.7%), and product pages (13.7%). But the study's core finding is that the cited format depends on the searcher's intent — articles win informational questions, listicles win comparisons, and product/category pages win transactional or buyer-intent queries.
Yes. In the Wix Studio study, product pages earned about 13.7% of all AI citations overall, and product plus category pages together took roughly 40% of transactional and navigational queries — the ones where someone is close to buying or looking for a specific brand. A thin, unstructured product page underperforms; a well-structured one is a genuine AI-visibility asset.
It helps, but the study found neutral third-party listicles earned about 80.9% of professional-services list citations versus roughly 19.1% for self-promotional lists a brand published about itself. The engines lean toward editorial comparisons, so earning a mention on an independent ranked list matters at least as much as publishing your own.
Cover each topic in the format the question wants: an article for the informational version, a listicle for the comparison, and clear commercial copy for the buyer-intent query — all with structured headings and specific, dated detail. Producing that spread by hand is the hard part; a content engine like Kompozy generates the article, listicle, carousel, and social versions from one source and publishes them across a blog plus eight social platforms.
We checked every figure, date, quote and product claim on this page against the sources listed below on 2026-10-23, and removed or rewrote anything we could not confirm. All study figures were read off Wix's own research page. We could not open the Search Engine Land write-up, so dates now follow Wix. Kompozy plan and format details come from kompozy.io/pricing.
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