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

60%

60% -- share of ai citations from pages refreshed within 6 months for AI citations for high-intent queries (2026)

2026  · AirOps

Over 60% of AI citations for high-intent queries come from pages refreshed within the last 6 months.

  • Reported as 60%+
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Attribution: AirOps View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
60%
Unit
Percentage
Data Vintage
2026
Entity
AI citations for high-intent queries
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://wordpattern.org/blogs/airops-vs-marketmuse-best-tool-for-content-refreshing/ ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Content refreshing used to be something teams did when they noticed a traffic dip. In 2026, that instinct is too slow. 73% of B2B websites saw significant traffic losses between 2024 and 2025, with an average 34% year-over-year decline according to KEO Marketing data cited by MarTech. The window bet…
Original Research
AirOps · Original study ↗

AirOps 2026 State of AI Search Report; value is a floor (60%+)

Methodology documented
Industrymarketing
Plain Text
AI citations for high-intent queries: 60% share of ai citations from pages refreshed within 6 months. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-citations-pages-refreshed-6-months
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-citations-pages-refreshed-6-months" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>60%</strong> -- share of ai citations from pages refreshed within 6 months for AI citations for high-intent queries<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/ai-citations-pages-refreshed-6-months" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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