Bubblemaps is useful when raw tables and wallet lists stop being enough. Its differentiator is not that it adds "more data," but that it makes wallet relationships and token distribution easier to inspect visually, which can change how quickly a user spots suspicious or meaningful patterns.
That makes it especially relevant for investigation-heavy workflows. If the user needs to understand who connects to whom, how supply is distributed, or how funds moved through a cluster, Bubblemaps can surface the shape of the story faster than a standard dashboard.

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