World Clean Biz Intelligence
Cleaning Industry Analysis For Better Product And Market Decisions.
Follow product categories, companies, supply chains and market signals across the global cleaning industry.

Floorcare
Roborock at the Crossroads
A new translation analyzing Roborock’s early rise, the shift in competition after 2020, and the strategic pressure it faced in floorcare.
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Floorcare
iRobot at the Crossroads
A new translation on iRobot’s 2021 performance, product gaps, Chinese competition and why the former robot vacuum leader faced a crossroads.
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Floorcare
Roborock’s 2019 Annual Report: The Breakout Year
Roborock’s 2019 annual report captures the breakout year when the company moved from Xiaomi-ecosystem supplier to a more independent robot vacuum brand.
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Floorcare
A 2022 Buying Guide to Robot Vacuums
A 2022 robot vacuum buying guide covering product logic, navigation, brands, features and model-selection trade-offs.
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