B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

47%

47% -- share of ai overview sources from brand controlled properties for Google AI Overviews (2026)

2026  · n=1,024  · Northwestern University Spiegel Research Center

47% of AI Overview sources came from brand-controlled properties.

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Attribution: Northwestern University Spiegel Research Center View source
Lighthouse Research Team
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Source verified Evidence graded
Value
47%
Unit
Percentage
Data Vintage
2026
Entity
Google AI Overviews
Sample Size
1,024
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Northwestern University Spiegel Research Center Primary Tier A
https://www.amicited.com/da/blog/how-google-ai-overviews-decide-brands/ ↗
Confidence: 57/100 Vintage: 2026 Channel: Common Crawl
Source Article
Hvordan Google AI Overviews beslutter, hvilke brands der nævnes
Original Research
Northwestern University Spiegel Research Center · Original study ↗

Northwestern University Spiegel Research Center analysis of 1,024 source citations across 69 AI Overviews

Methodology documented
Industrymarketing
Plain Text
Google AI Overviews: 47% share of ai overview sources from brand controlled properties. Source: Northwestern University Spiegel Research Center (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-overview-brand-controlled-sources
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<blockquote cite="https://lighthousedata.io/data/ai-overview-brand-controlled-sources" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>47%</strong> -- share of ai overview sources from brand controlled properties for Google AI Overviews<br><small>Source: Northwestern University Spiegel Research Center (2026) · <a href="https://lighthousedata.io/data/ai-overview-brand-controlled-sources" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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