B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
52%
52% -- local language citation rate for Grok (2026-03)
Grok cites local-language sources 52% of the time when a query is in that language.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
52%
Unit
Percentage
Data Vintage
2026-03
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Temso.ai
Primary
Tier B
https://rctrl.com/blog/international-aeo-chatgpt-non-english-queries ↗
Source Article
International AEO: Non-English AI Citations Playbook
Over half of active ChatGPT consumer users now primarily speak a language other than English. That is OpenAI's own Signals program data. The top three non-English languages are Spanish, Portuguese, and Arabic. The fastest-growing user languages inside ChatGPT are Uzbek, Kazakh, and Burmese. AI searc…
Original Research
Temso.ai
· Original study ↗
Methodology
From Temso.ai March 2026 citation study of 3.25 billion citations
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Grok: 52% local language citation rate. Source: Temso.ai (2026-03). Via Lighthouse Intelligence -- https://lighthousedata.io/data/grok-local-citation-rate-52
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<blockquote cite="https://lighthousedata.io/data/grok-local-citation-rate-52" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>52%</strong> -- local language citation rate for Grok<br><small>Source: Temso.ai (2026-03) · <a href="https://lighthousedata.io/data/grok-local-citation-rate-52" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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