Sidewalk Delivery Robot Fleets

Serve · Starship · utilization · teleoperation

Sidewalk robots are fleet-native: nobody owns one, and every unit is dispatched, supervised and charged by an operator. Profit depends on keeping each robot busy, not on the robot.

How a sidewalk robot fleet runs: an order arrives through Uber Eats or DoorDash; fleet software dispatches a robot; the robot travels at 4 to 6 mph over 1 to 3 km; the customer unlocks the lid in the app. Remote operators each supervise many robots, and robots charge on depot racks or by swapping packs of 1 to 3 kWh. Serve Robotics raised utilization, the share of time robots are busy, from 20% in Q1 2025 to 45% in Q4 2025. HOW A SIDEWALK ROBOT FLEET RUNS Order delivery apps Dispatch fleet software Trip 4-6 mph, 1-3 km Handoff app unlocks lid Remote operators one supervises many robots Charging depot racks or pack swap, 1-3 kWh SHARE OF TIME ROBOTS ARE BUSY (UTILIZATION) Serve, Q1 2025 20% Serve, Q4 2025 45% Serve Robotics disclosures
Serve robots
~2,050
Serve utilization
45%
Starship deliveries
8M+
Hub
Fleets

Finding

Sidewalk robot fleets reached thousands of units; the economics now turn on utilization and remote-operator ratios

Serve Robotics grew from about 100 robots to roughly 2,000 in 2025 across 20 US cities on Uber Eats and DoorDash, then paused deployments in the first half of 2026 to raise utilization, which had climbed from 20% to 45%. Starship Technologies has made more than 8 million deliveries, mostly on campuses, and targets 12,000 robots by 2027.

A sidewalk robot carries one to four orders at walking pace on a 1-3 kWh battery, so energy cost per trip is a few cents and charging is simple: racks at a depot or swapped packs. The real costs are the robot's capital, the remote operators who handle crossings and blocked paths, and idle time. Campuses scale first because routes are short, merchants are close and one permit covers the site. See Autonomous Fleets and Sidewalk Delivery Robots for the robots themselves.

China took a different path: instead of sidewalk robots, operators such as Neolix and Zelos run low-speed road-going robovans for parcels, and Meituan uses drones and vans; see Robovan Fleets. Japan amended its Road Traffic Act in 2023 to allow remote-operated delivery robots on sidewalks, and South Korea followed the same year.

Classes

Delivery robot classes

Sidewalk delivery robot classes
ClassCapacityUseExamples
Campus robotsAbout 10 kg; three shopping bagsUniversity meal and grocery deliveryStarship Technologies
Urban sidewalk robotsTwo to four meal ordersRestaurant delivery on city sidewalksServe Robotics, Coco, Kiwibot
Bike-lane and road robotsLarger, faster, road-goingLonger suburban tripsDoorDash Dot; China's road-going robovans (Neolix, Zelos)
Indoor robotsCarts and totesHospitals, hotels, officesServe Moxi; Pudu, Keenon (China)

Operators

Fleet operators

Sidewalk robot fleet operators
OperatorBaseScalePartners
Serve RoboticsUS~2,050 robots in Q1 2026; 20 citiesUber Eats, DoorDash
Starship TechnologiesUS/Estonia8 million+ deliveries; 12,000-robot target for 2027Campuses, Grubhub, European grocers
CocoUSTeleoperated and autonomous robots in Los Angeles, Chicago, MiamiUber Eats, DoorDash
KiwibotUS/ColombiaCampus and city pilotsUniversities, Sodexo
DoorDash DotUSOwn robot, Phoenix area, from late 2025DoorDash
Amazon ScoutUSEnded in 2022None

Economics

What decides fleet economics

Sidewalk robot fleet economics
FactorWhy it mattersCurrent state
UtilizationRobots earn only while carrying ordersServe doubled utilization in a year, then paused new deployments in early 2026 to fill robots
Teleoperation ratioRemote staff per robot sets labor costRatios improve as autonomy handles crossings and curbs
Merchant densityShort trips need many restaurants nearbyCampuses and dense downtowns work first
Fleet-as-a-serviceOperators own robots and sell deliveriesPlatforms pay per delivery; schools and cities sign service contracts
PermitsCities set speed, weight and zone rulesMany US states allow personal delivery devices; Japan legalized remote-operated sidewalk robots in 2023

Sources

Sources and scope

Scope
Sidewalk Delivery Robot Fleets
Sources
Serve Robotics filings (2025-26); Starship Technologies; DoorDash; Japan National Police Agency
Updated
October 2026