B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
30%
30% -- llm visibility lift for Content with proprietary research or original statistics (2025-2026)
Content featuring proprietary research or original statistics earns 30% to 40% higher visibility in LLM responses.
- Reported as a range of 30–40%
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
30%
Unit
Percentage
Data Vintage
2025-2026
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
wordpattern.org
Primary
Tier C
https://wordpattern.org/blogs/what-content-llms-cite/ ↗
Source Article
Here’s something most content teams haven’t fully internalized: 57% of all LLM citations in branded queries go to reviews, forums, and third-party social proof, not your blog, not your product pages, and definitely not your About Us page. Omniscient Digital held that number up against 23,000+ AI cit…
Original Research
wordpattern.org
· Original study ↗
Methodology
Range 30-40%, midpoint used
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Content with proprietary research or original statistics: 30% llm visibility lift. Source: wordpattern.org (2025-2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/original-research-visibility-lift
HTML Embed
<blockquote cite="https://lighthousedata.io/data/original-research-visibility-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- llm visibility lift for Content with proprietary research or original statistics<br><small>Source: wordpattern.org (2025-2026) · <a href="https://lighthousedata.io/data/original-research-visibility-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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