The definitive AEO benchmark. 50M+ AI search queries, 12 industries, and citation patterns across every major AI platform, revealing what actually drives visibility in 2026.
58%
of informational queries resolved by AI without a click
4.2×
more citations for pages with complete structured data
71%
of AI citations go to just the top 3 sources per topic
3×
more citations for brands with Reddit + LinkedIn presence
Searchbark proprietary dataset, Q1–Q4 2025
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Inside the report
How ChatGPT, Perplexity, Gemini, Claude and Grok have reshaped the search landscape and what it means for organic visibility.
Which question types dominate AI search and how AI intent structurally differs from traditional keyword search.
The exact signals that predict citation across ChatGPT, Perplexity, Gemini, Claude and Grok, and how to optimize for each.
Citation share benchmarks across 12 industries: SaaS, e-commerce, financial services, healthcare, and more.
A tactical guide for content teams and SEOs. Entity coverage, structured data, topical authority, what moves the needle.
Emerging platforms, predicted shifts in citation algorithms, and how to build an AEO strategy for 2026 and beyond.
Key finding
"The brands winning AI search in 2026 treated AEO as a core discipline, not an afterthought."
— Searchbark Research Team, 2026
Who it's for
Whether you're starting your AEO program or scaling an established practice, the 2026 report gives you benchmarks and tactics.
SEO & AEO Teams
Benchmark your citation share and get a tactical roadmap to outpace competitors in AI search.
Content Teams
Understand what signals drive AI citations and apply them to your existing content library.
PR & Brand Teams
Learn how earned media translates into AI citations and which sources carry the most weight.
Agency Leaders
Use category benchmarks and industry data to frame AEO opportunities with clients.
See how your brand stacks up against the benchmarks with Searchbark's live citation tracking.