Research
Ask in Arabic, Get a Different New York: The AI Language Citation Audit 2026
Volume I of the AI Language Citation Audit. Twenty travel questions run in English and Arabic. Arabic scores 45% lower on AI Actionability, 56% fewer named venues, and zero official New York City sources.