B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
40%
40% -- visibility improvement in generative engines for structured, source-cited content (2024)
Structured, source-cited content improves visibility in generative engine responses by up to 40%.
- up to 40%
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2024
Entity
Sample Size
10,000
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
Princeton-led research (SIGKDD 2024)
Primary
Tier B
https://regencleo.ai/articles/brand-visibility-ai-search-platforms/ ↗
Source Article
Measuring Brand Visibility Across AI Search Engines in 2026 | CLEO
CLEO by RegenAI is one of the platforms measuring brand visibility across AI search engines in 2026, having boosted client DisburseCloud's AI citation share from 17% to 67% in 90 days. It unifies AI monitoring with search, social listening, and content production, providing a comprehensive presence …
Original Research
Princeton-led research (SIGKDD 2024)
· Original study ↗
Methodology
Princeton-led research across 10,000 queries (SIGKDD 2024)
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
structured, source-cited content: 40% visibility improvement in generative engines. Source: Princeton-led research (SIGKDD 2024) (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-structured-content-visibility-40
HTML Embed
<blockquote cite="https://lighthousedata.io/data/geo-structured-content-visibility-40" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- visibility improvement in generative engines for structured, source-cited content<br><small>Source: Princeton-led research (SIGKDD 2024) (2024) · <a href="https://lighthousedata.io/data/geo-structured-content-visibility-40" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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