TopicTrace API — Track Topics Over Time
Follow any topic (people, policies, markets) through time with AI-generated summaries built from hundreds to thousands of sources — organized from daily snapshots to yearly overviews, with traceable source links.
TopicTrace is a topic-tracking dataset and API that turns large-scale web coverage into time-indexed summaries and source-backed evidence.
🚀 Use the TopicTrace API
Access AI-generated topic summaries across daily, weekly, monthly, quarterly, and yearly timeframes — built from large-scale web sources. Each summary includes supporting source URLs, so you can validate claims and trace key keywords back to where they appeared.
- Time-series summaries: daily → yearly views for each topic
- Richer context: summaries built from large-scale web coverage (not just a handful of links)
- Traceable evidence: source URLs + keyword-to-source mapping for validation
- Research-ready structure: topics, dates, summaries, and supporting metadata via API
Get Your API Key
Request an API key to access endpoints and start pulling topic summaries and sources.
API Playground
Try endpoints directly in your browser using your API key—great for quick testing.
About TopicTrace
Learn how TopicTrace builds time-based summaries from large-scale sources and why it's different.
🚧 TopicTrace is in active beta — expect frequent improvements, expanding topic coverage, and a chatbot experience coming soon.