B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
85%
85% -- brand mentions from external domains share for Brand mentions in AI discovery queries (2026)
Approximately 85% of brand mentions in early discovery queries originate from external domains rather than the brand's own website.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
85%
Unit
Percentage
Data Vintage
2026
Entity
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
AirOps
Primary
Tier B
https://wikiverification.com/wikipedia-brands-aeo/ ↗
Source Article
Wikipedia for Brands in the AI Search Era - Wikipedia Page Creation & Editing Service – Wiki Verification
The rules of online visibility have changed. As AI-powered tools like ChatGPT, Google AI Overviews, and Perplexity increasingly replace the traditional ten blue links, the question is no longer just where you rank on Google. It is whether AI systems know you exist, and if so, how they describe you.
…
Original Research
AirOps
· Original study ↗
Methodology
AirOps 2026 State of AI Search report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Brand mentions in AI discovery queries: 85% brand mentions from external domains share. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brand-mentions-external-domains-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/brand-mentions-external-domains-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>85%</strong> -- brand mentions from external domains share for Brand mentions in AI discovery queries<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/brand-mentions-external-domains-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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