The first mistake is buying acreage exactly at the published limit. Robot mowers are happier with headroom because they cut frequently, lose time to charging, and may skip runs for weather or obstacles. If your lawn is close to a model's ceiling, move up a class or accept that the mower may need tighter scheduling to keep up.
The second mistake is ignoring support and warranty. A robot mower combines blades, batteries, sensors, charging contacts, firmware, maps, and a mobile app. A cheap model with weak parts availability or unclear service can cost more than a better-supported model once the novelty wears off and something needs attention.
The third mistake is treating obstacle avoidance as permission to leave the yard messy. Vision and AI systems improve every year, but they do not make dog waste, extension cords, tennis balls, mulch washouts, and garden hoses irrelevant. Good automation still depends on a yard that is reasonable to automate.
The fourth mistake is clicking a retailer page before the SKU is verified. Robot mower product families can have similar names, different acreage ratings, different included antennas, and different accessory bundles. Confirm the model number, included dock or antenna, warranty path, return window, and current price before you treat any deal as real.