B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
40%
40% -- monthly citation drift rate for AI citations analyzed in 2025 AI Visibility Report (2025-12)
Monthly citation drift for AI citations analyzed runs between 40% and 60%.
- Reported as a range between 40% and 60%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2025-12
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
The Digital Bloom
Primary
Tier B
https://www.visibilitystack.ai/academy/content-engineering/entity-prioritization-business-impact ↗
Source Article
Entity Prioritization: Fill Gaps in the Right Order
TL;DR
- Entity gap analysis gives you a list of what is missing. Entity prioritization gives you the order to fill those gaps based on a scored framework, not gut feeling.
- Five dimensions determine priority: search volume, strategic value, current gap, competitive coverage, and effort. Each carrie…
Original Research
The Digital Bloom
· Original study ↗
Methodology
Analysis of 680 million+ citations; range 40-60%, midpoint 50% used
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI citations analyzed in 2025 AI Visibility Report: 40% monthly citation drift rate. Source: The Digital Bloom (2025-12). Via Lighthouse Intelligence -- https://lighthousedata.io/data/monthly-citation-drift-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/monthly-citation-drift-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- monthly citation drift rate for AI citations analyzed in 2025 AI Visibility Report<br><small>Source: The Digital Bloom (2025-12) · <a href="https://lighthousedata.io/data/monthly-citation-drift-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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