B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
20%
20% -- brand visibility retention rate for Brands in AI answer engines (five consecutive runs) (2026)
AirOps data indicates that 20% of brands remain present across five consecutive AI answer engine runs.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
20%
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://www.monicaisystems.com/ai-visibility-consultant ↗
Source Article
AI Search Consultant — Generative Engine | Monic AI Systems
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Monic AI Systems helps small businesses, founders, consultants, agencies, and organizations improve AI visibility across ChatGPT, Claude, Gemini, Perplexity, Google AI, and Copilot. This is not an SEO consultant, an AI dashboard, or a generic AI t…
Original Research
AirOps
· Original study ↗
Methodology
AirOps data, cited by Monic AI Systems
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Brands in AI answer engines (five consecutive runs): 20% brand visibility retention rate. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brand-visibility-five-runs-20
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<blockquote cite="https://lighthousedata.io/data/brand-visibility-five-runs-20" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- brand visibility retention rate for Brands in AI answer engines (five consecutive runs)<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/brand-visibility-five-runs-20" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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