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

86%

86% -- share of ai citations from brand managed sources for AI citation engines (2026)

2026  · n=6,800,000  · Yext

86% of AI citations analyzed come from brand-managed sources.

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Attribution: Yext View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
86%
Unit
Percentage
Data Vintage
2026
Entity
AI citation engines
Sample Size
6,800,000
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Yext Primary Tier C
https://www.amicited.com/blog/50-reviews-threshold-ai-citation/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
The 50+ Reviews Threshold: Minimum Volume for AI Citation Consideration
Original Research
Yext · Original study ↗

Yext analysis of 6.8M AI citations

Methodology documented
Industrymarketing
Plain Text
AI citation engines: 86% share of ai citations from brand managed sources. Source: Yext (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/yext-ai-citations-brand-managed
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<blockquote cite="https://lighthousedata.io/data/yext-ai-citations-brand-managed" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>86%</strong> -- share of ai citations from brand managed sources for AI citation engines<br><small>Source: Yext (2026) · <a href="https://lighthousedata.io/data/yext-ai-citations-brand-managed" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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