
How to Track LLM Recommendations: A Step-by-Step Guide to Monitoring Your Brand in AI Responses
Large language models like ChatGPT and Claude are increasingly influencing purchasing decisions, but most brands have no visibility into whether they're being recommended by AI assistants. This comprehensive guide provides a systematic approach to tracking LLM recommendations across multiple platforms, teaching you how to monitor brand mentions, analyze sentiment and context, benchmark against competitors, and leverage these insights to improve your AI visibility—addressing a critical blind spot in modern marketing strategy.








