
AI Communications
AI Citation Audit: Claude on B2B Services, EN vs DE
German queries cite German firms 4x more often than English. Language locks geography. Regulation-specific retrieval jumps 23%. Strategic market-selection guide.

German queries cite German firms 4x more often than English. Language locks geography. Regulation-specific retrieval jumps 23%. Strategic market-selection guide.

Claude cites luxury brands 34% more in French and retail platforms 41% less. LVMH, Kering, Hermès gain. Farfetch and SSENSE disappear. Volume III of the AI Language Citation Audit.

Spanish retrieval falls 29% behind English on travel questions. Named venues drop 52%. Tourism boards and hotels are invisible to Spanish AI. How to fix it.