Original Editorial

Analysis & Insights

Industry shifts, company strategy, original research and market observations from across the global cleaning industry.

48 analysis articles
Bissell CrossWave and the Early Logic of Hard Floor Washers cover
Floorcare

Bissell CrossWave and the Early Logic of Hard Floor Washers

Bissell CrossWave showed why vacuuming and mopping in one device could create a major hard floor washer category, but also why the product was difficult to operate and service.

2026-06-083 min read
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How Narwal Changed the Robot Vacuum Category cover
Floorcare

How Narwal Changed the Robot Vacuum Category

Narwal’s early self-cleaning robot mop and vacuum showed why docking systems and mop maintenance would become central to the robot vacuum category.

2026-06-083 min read
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Roborock at the Crossroads cover
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.

2026-06-097 min read
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iRobot at the Crossroads cover
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.

2026-06-097 min read
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Roborock’s 2019 Annual Report: The Breakout Year cover
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.

2026-06-095 min read
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A Reading of Ecovacs’ Mid-Year Report cover
Floorcare

A Reading of Ecovacs’ Mid-Year Report

Ecovacs’ mid-year report offers a snapshot of how the company balanced robot vacuums, Tineco and category expansion during a volatile cleaning appliance cycle.

2026-06-093 min read
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Ecovacs in 2019 and the Changing Industry Landscape cover
Floorcare

Ecovacs in 2019 and the Changing Industry Landscape

Ecovacs’ 2019 performance shows how robot vacuum brands were moving from ODM dependence toward branded growth, R&D investment and higher-end competition.

2026-06-098 min read
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Ecovacs’ 2018 Annual Report and the Rise of Service Robots cover
Floorcare

Ecovacs’ 2018 Annual Report and the Rise of Service Robots

Ecovacs’ 2018 annual report showed the company’s shift from traditional small appliances toward robot vacuums, Tineco and service robotics.

2026-06-084 min read
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Analysis & Insights | World Clean Biz