How the Roomba Empire Collapsed

From MIT robotics to household name

iRobot was founded in 1993 by roboticists Helen Greiner, Colin Angle and Rodney Brooks. Before entering the consumer market, the company worked on military and research robots, including the six-legged Genghis and the PackBot bomb-disposal and reconnaissance robot.

The company’s consumer breakthrough came with the Roomba Intelligent FloorVac, released around 2002. Its disc-shaped design, push-button operation and ability to clean with limited supervision made domestic robotics practical for ordinary households.

The launch price was US$199, which was far below the roughly US$1,500 price of an earlier Electrolux Trilobite robot vacuum mentioned in the video. Rather than relying on expensive mapping systems, early Roombas used relatively simple infrared sensors and a random-bounce navigation system. They did not map rooms, but could eventually cover a floor at a much lower cost.

How Roomba created an industry

iRobot benefited from being first to prove that a home robot could be useful and affordable. It educated consumers, persuaded retailers to stock a new product category and built a name that became shorthand for robot vacuums, much as Hoover became associated with vacuum cleaners.

The company also developed a reputation for robotics expertise and introduced features such as cliff sensors, dirt detection, automatic docking, improved suction and longer battery life. According to the video, iRobot sold one million Roombas within the first two years.

Strong retail distribution added to the advantage. Roombas were widely stocked by major retailers including Best Buy, Walmart and Target, while advertising, early online videos and pet-related demonstrations helped make the product familiar. By the early 2010s, iRobot appeared to have a powerful combination of brand recognition, patents, global distribution and market share.

Rivals change the definition of a robot vacuum

The competitive environment shifted during the mid-2010s, as brands including Xiaomi, Roborock, Ecovacs and Dreame entered the market with lower costs, rapid product cycles and aggressive pricing. The video says that, by the mid-2020s, the five largest robot vacuum makers were Chinese companies holding nearly 70% of global shipments.

Competitors also moved faster on features. LiDAR mapping, associated in the video with Neato and later popularised by Roborock, allowed robots to navigate homes systematically rather than relying on random movement. Rival products increasingly combined vacuuming and mopping, supported multiple floors and used AI-based obstacle avoidance.

By 2022, high-end competitors offered cleaning stations that could empty dust, wash and dry mop pads, and refill water. iRobot’s response was slower. Its camera-based VSLAM navigation was presented as less accurate in low light, while proper LiDAR support arrived later than it did for many rivals. The Roomba j7, released in 2021, added AI obstacle avoidance but did not mop. The Combo j7 Plus followed in 2022 with a different approach, though the video describes it as less comprehensive than rival systems.

Financial and reputational pressure

The video identifies several compounding problems: iRobot designed its products but relied on contracted manufacturing, while some competitors were more closely connected to China’s manufacturing ecosystem. This potentially made it harder to change hardware quickly and control costs.

Roomba’s premium pricing also became more difficult to defend as competitors offered more features for less money. Older models remained in retail channels and were increasingly discounted, weakening the brand’s premium positioning.

A 2022 privacy controversy added reputational pressure after images from pre-production units used for AI training were reportedly posted publicly by contractors at a labelling firm. iRobot ended its relationship with the contractor, but the incident intensified concerns about robot vacuums, home imagery and Amazon’s proposed acquisition.

The failed Amazon acquisition

Amazon announced plans to buy iRobot for US$1.7 billion in 2022. The deal faced antitrust and privacy concerns from regulators in the United States and Europe and remained stalled for more than a year. Amazon withdrew in early 2024, saying there was no path to approval.

iRobot received a reported US$94 million breakup fee, but the video says the payment did not stop the company’s financial decline. iRobot reported almost US$280 million in losses for 2023, issued warnings about its ability to continue operating, reduced its workforce by 31% and saw longtime chief executive Colin Angle leave the company. The description states that the video was filmed weeks before iRobot’s bankruptcy, while the transcript leaves the company’s longer-term outcome uncertain.