B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
46%
46% -- ai overview citation share from top 10 results for Google AI Overviews (2026)
46% of Google AI Overview citations come from pages in the top 10 organic search results.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
46%
Unit
Percentage
Data Vintage
2026
Entity
Geography
North America
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Authoritas
Primary
Tier B
https://chatterbubble.co/resources/aeo-vs-seo-b2b-saas-guide-2026 ↗
Source Article
AEO vs SEO: What B2B SaaS Teams Must Know in 2026
AEO vs SEO: What B2B SaaS Teams Must Know in 2026
AEO (Answer Engine Optimization) and SEO (Search Engine Optimization) serve different masters — one optimizes for AI-generated answers, the other for ranked blue links — but abandoning either in 2026 is a strategic error. Gartner predicted in Februar…
Original Research
Authoritas
· Original study ↗
Methodology
Study by Rich Sanger and Authoritas
Methodology documented
Segmentation
IndustryB2B
RegionNorth America
RoleAll marketers
Channelsearch
Cite this stat
Plain Text
Google AI Overviews: 46% ai overview citation share from top 10 results. Source: Authoritas (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-overview-citations-top10-46
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<blockquote cite="https://lighthousedata.io/data/ai-overview-citations-top10-46" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>46%</strong> -- ai overview citation share from top 10 results for Google AI Overviews<br><small>Source: Authoritas (2026) · <a href="https://lighthousedata.io/data/ai-overview-citations-top10-46" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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