The AI Observatory now aggregates consented conversations from seven datasets to analyze how people actually use LLMs. This public platform counters curated reports from OpenAI and Anthropic. It provides independent data for policymakers and researchers. Practitioners can finally verify if reported user behaviors match real-world application patterns without relying on corporate PR.