B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
57.98%
57.98% -- ai search visibility gain for Content aligned with inferred query intent (2026)
Aligning content structure with inferred user query intent produces a 57.98% relative gain in AI search visibility.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
57.98%
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Microsoft
Primary
Tier A
https://betteraisearch.com/tactics/faq-schema-ai-search ↗
Source Article
FAQ Page SEO for AI Search Visibility
Original Research
Microsoft
· Original study ↗
Methodology
Microsoft official / arXiv study; largest improvement from any single content optimisation approach tested
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Content aligned with inferred query intent: 57.98% ai search visibility gain. Source: Microsoft (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/intent-alignment-ai-visibility-gain
HTML Embed
<blockquote cite="https://lighthousedata.io/data/intent-alignment-ai-visibility-gain" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>57.98%</strong> -- ai search visibility gain for Content aligned with inferred query intent<br><small>Source: Microsoft (2026) · <a href="https://lighthousedata.io/data/intent-alignment-ai-visibility-gain" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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