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

26%

26% -- content freshness differential for AI-preferred sources (2026)

2026  · Microsoft

Sources preferred by AI search are on average 26% fresher than content surfaced by traditional search engines.

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Attribution: Microsoft View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
26%
Unit
Percentage
Data Vintage
2026
Entity
AI-preferred sources
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
Microsoft Primary Tier B
https://surfeo.ai/en/blog/schema-markup-for-ai ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Schema Markup for AI: The Technical Guide to Getting Cited
Schema Markup for AI: The Technical Guide to Getting Cited Schema markup is the single highest-leverage technical change you can make to increase your AI visibility. Sites with properly implemented structured data are 3.7x more likely to be cited by ChatGPT, Gemini, and Perplexity (Javadex, 2026). Y…
Original Research
Microsoft · Original study ↗

Cited from Microsoft's advertising research; methodology not stated

Methodology documented
Industrymarketing
Plain Text
AI-preferred sources: 26% content freshness differential. Source: Microsoft (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-preferred-sources-fresher-26-percent
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<blockquote cite="https://lighthousedata.io/data/ai-preferred-sources-fresher-26-percent" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>26%</strong> -- content freshness differential for AI-preferred sources<br><small>Source: Microsoft (2026) · <a href="https://lighthousedata.io/data/ai-preferred-sources-fresher-26-percent" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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