B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
41%
41% -- ai citation rate for pages with FAQPage schema (2026)
Pages with FAQPage schema achieve a 41% citation rate in AI-generated answers.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
41%
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
alhena.ai
Primary
Tier C
https://alhena.ai/blog/aeo-vs-geo-vs-seo-ecommerce/ ↗
Source Article
AEO vs GEO vs SEO: The Search Trifecta for Ecommerce
Original Research
alhena.ai
· Original study ↗
Methodology
Compared to 15% for pages without FAQPage schema
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
pages with FAQPage schema: 41% ai citation rate. Source: alhena.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/faqpage-schema-citation-rate-41pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/faqpage-schema-citation-rate-41pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>41%</strong> -- ai citation rate for pages with FAQPage schema<br><small>Source: alhena.ai (2026) · <a href="https://lighthousedata.io/data/faqpage-schema-citation-rate-41pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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