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

30%

30% -- share of brands visible across consecutive ai answers for AI search brands (2026)

2026  · AirOps

Only around 30% of brands remain visible from one AI response to the next.

  • Approximation ('omkring')
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Attribution: AirOps View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
30%
Unit
Percentage
Data Vintage
2026
Entity
AI search brands
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
AirOps Primary Tier B
https://www.amicited.com/da/blog/technical-aeo-audit-checklist-60-point/ ↗
Confidence: 53/100 Vintage: 2026 Channel: Common Crawl
Source Article
Den Tekniske AEO-Audit-Tjekliste: En 60-Punkts Ramme til at Blive Citeret af AI
Original Research
AirOps · Original study ↗

AirOps research; only 20% remain visible across five consecutive runs

Methodology documented
Industrymarketing
Plain Text
AI search brands: 30% share of brands visible across consecutive ai answers. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brand-visibility-consistency-aiops
HTML Embed
<blockquote cite="https://lighthousedata.io/data/brand-visibility-consistency-aiops" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- share of brands visible across consecutive ai answers for AI search brands<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/brand-visibility-consistency-aiops" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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