This week we shipped two improvements that make exploration more powerful and analysis more trustworthy - without adding friction.

Follow-up questions on clusters in Labs 🎉

Clusters in Labs are no longer a dead end. You can now ask follow-up questions on one or more clusters and even generate sub-clusters to dig deeper, all while staying in the same context. This makes it easier to move from a high-level overview to detailed insights in a single flow.

Tag selection quality improved 🎉

We’ve significantly tightened how tags are selected across the app. Tagging now requires explicit or near-exact matches, with no more “best guess” or broad inference. The result is fewer false positives, higher trust in filters and analytics, and a clear signal when your taxonomy doesn’t support a request - backed by a 92.15% tagging success rate.