Research
A Brand-New Vacuum Robot
Product research on the robot-vacuum category: mapping the competitive landscape and where a new entrant could still differentiate.
A competitive teardown of the robot-vacuum market: navigation technology tiers, price bands, and the UX details (dock design, error recovery, app onboarding) that separate loved products from returned ones. The research concludes where a new entrant could still win — not on suction specs, but on setup experience and failure recovery.
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