B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
50%
50% -- dropped brands resurfacing rate for AI search engines (2026)
More than 50% of brands that drop out of an AI search answer resurface within two runs.
- Reported as 'more than 50%'
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
50%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
AirOps
Primary
Tier B
https://iqrush.ai/articles/airops-state-of-ai-search-report-what-70-churn-means-for-every-visibility… ↗
Source Article
AirOps’ State of AI Search Report: What 70% Churn Means for Every Visibility Number in the Category | IQRush
Back to Blog
AirOps’ State of AI Search Report: What 70% Churn Means for Every Visibility Number in the Category
Kevin McCabe
CRO
5 min read
AirOps published a finding in their 2026 State of AI Search report that should change how every marketer reads an AI visibility number: only 30% of brands that…
Original Research
AirOps
· Original study ↗
Methodology
AirOps repeated-run prompt testing; reported as 'more than 50%'
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI search engines: 50% dropped brands resurfacing rate. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/dropped-brands-resurface-two-runs-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/dropped-brands-resurface-two-runs-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>50%</strong> -- dropped brands resurfacing rate for AI search engines<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/dropped-brands-resurface-two-runs-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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