---
title: "AI citation patterns shift sharply by search intent, Wix data shows"
url: https://seomadman.com/studies/ai-citation-by-search-intent-wix
section: studies
published: 2026-08-24T00:00:00.000Z
modified: 2026-08-24T00:00:00.000Z
author: Adam Hafez
topics: ["AI search"]
---

# AI citation patterns shift sharply by search intent, Wix data shows

## The short answer

Wix Studio's AI Search Lab re-cut its million-citation dataset by search intent rather than content format. Articles are cited 2.7x more on informational queries than other intents, reaching 45.48% share. Listicles nearly double their average on commercial queries, to 40.86%. Product pages peak at 24.88% on transactional queries.

## Key takeaways

- Wix Studio's AI Search Lab found articles cited 2.7x more on informational queries than on other query intents, reaching a 45.48% citation share there.
- On commercial queries, listicles reach a 40.86% citation share, nearly double their share on other intent types.
- On transactional queries, product pages peak at a 24.88% citation share, the highest any format reaches for any single intent in this breakdown.
- This is the same 75,000-answer, 1,056,727-citation Wix dataset behind this site's earlier format-only report, cut by query intent instead of format alone.
- Match content format to query intent, not just topic: a listicle written for an informational query competes against articles' 2.7x home-turf advantage.

Wix Studio's AI Search Lab did not stop at ranking content formats against each other. The same
75,000 AI answers and 1,056,727 citations it pulled from ChatGPT, Google AI Mode and Perplexity
also carry a second, sharper cut: how citation share moves once a query's intent, informational,
commercial or transactional, is held constant. This site's [earlier report on citation rates by
content format](/reports/ai-citation-rate-by-content-format) covered the format-only numbers,
listicles at 21.9%, articles at 16.7%, product pages at 13.7%, as overall averages across every
intent mixed together. The intent breakdown is the piece that number was hiding.

## Articles pull ahead sharply on informational queries

Averaged across all query types, Wix found articles cited in 16.7% of citations, third behind
listicles and roughly on par with how often they get picked in general. Split out to just
informational queries, that share jumps to 45.48%, which the research states directly as
articles being "cited 2.7x more for informational queries compared to other intents." No other
format in the dataset moves that far above its own baseline for a single intent category.
Listicles, by contrast, sit close to their own average on informational queries, at 21.68%,
meaning the informational advantage belongs specifically to articles, not to long-form content
generally.

## Listicles and product pages each win a different moment in the funnel

Commercial queries, the research, comparison and best-of searches that precede a purchase
decision, flip the leaderboard toward listicles. Their citation share reaches 40.86% there,
which the study describes as "nearly double other intents," up from a 21.9% baseline across all
query types. Transactional queries, where the asker is closer to buying than comparing, hand the
lead to product pages instead: a 24.88% citation share, up from a 13.7% baseline, the highest
single-intent share any format reaches anywhere in this breakdown. Read together, the three
numbers describe a funnel: articles own the question stage, listicles own the comparison stage,
product pages own the point of purchase.

## Why we care

A format-only reading of AI citation data, the kind this site already published, tells a
publisher which format gets cited most often on average. It does not tell them which format to
use for a specific piece of content they are about to write. This intent breakdown does: an
informational how-to page structured as a listicle is not competing on listicles' overall
strength, it is competing against articles' 2.7x advantage on informational queries specifically,
on their own turf. The practical move is to match format to the intent behind the query a page is
meant to answer, not to default to whichever format wins the leaderboard on average, since that
average is really three different leaderboards averaged together.

## Sources

1. [The content types most cited by LLMs](https://www.wix.com/studio/ai-search-lab/research/content-types-most-cited-by-llms) - Wix Studio, AI Search Lab (primary)