B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
30%
30% -- brand visibility retention rate for Brands in AI-generated answers (2026)
Only 30 percent of brands stay visible from one AI answer to the next according to AirOps' 2026 State of AI Search report.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
30%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
AirOps
Primary
Tier C
https://digitalstrategyforce.com/journal/how-to-monitor-your-brands-visibility-in-ai-search-results/ ↗
Source Article
How to Monitor Your Brand's Visibility in AI Search Results | Digital Strategy Force
How to Monitor Your Brand's Visibility in AI Search Results
You cannot optimize what you cannot measure. This tutorial provides a framework for tracking and measuring your brand's presence in AI-generated answers. Document the exact queries used in your baseline so they can be repeated identically i…
Original Research
AirOps
· Original study ↗
Methodology
Share of brands that stay visible from one AI answer to the next; cited from AirOps 2026 State of AI Search report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Brands in AI-generated answers: 30% brand visibility retention rate. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brand-visibility-retention-one-ai-answer
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<blockquote cite="https://lighthousedata.io/data/brand-visibility-retention-one-ai-answer" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- brand visibility retention rate for Brands in AI-generated answers<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/brand-visibility-retention-one-ai-answer" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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