See what the world is talking about — and how it changes.
TopicLytics is an AI tool for exploring large document collections and public conversations. It discovers the topics inside your text, measures opinion, and tracks how narratives rise, shift and fade over time — so you act on what matters, not on noise.
Topic discovery
Automatically surface the key themes across thousands of documents, articles, posts and reports — without manual tagging or keyword lists.
Evolution over time
Track how topics emerge, spike and fade. Research-grade dynamic topic modeling, adapted for messy, real-world corpora.
Opinion & sentiment
Measure how people feel about each topic, spot narrative shifts early, and separate signal from noise in public conversation.
Our approach. TopicLytics pairs transformer language models with modern topic-modeling research — giving topics that are both interpretable and precise. We build with Claude, Anthropic's frontier AI models.