Best Buy rolls out AI tracking to pinpoint deliveries down to the minute

Waiting for a massive appliance delivery is basically modern house arrest. You get a text saying your new TV will arrive "between 8:00 AM and 6:00 PM," which means you're stuck at home all day listening for a doorbell.

Best Buy is finally trying to fix that. The retail giant just rolled out a nationwide, AI-powered delivery tracking system designed to give shoppers live, minute-by-minute estimated arrival times.

Bringing Uber-style tracking to big-box retail

Food delivery and ride-sharing apps ruined us for traditional shipping. Once you can watch a burrito travel down your street on a map, getting a vague eight-hour delivery window feels like dial-up internet.

According to shipping platform ShipStation, 80% of global shoppers now want at least four tracking updates per order, and 38% want daily updates with exact location details. Yet, roughly two-thirds of retailers fail to even send a basic "shipped" notification.

Best Buy says its new platform feeds real-time traffic patterns and demand forecasts into predictive analytics to reroute drivers on the fly and shave down delivery windows.

Per PYMNTS and Adobe research, consumers abandon their online carts an average of eight times a month. When you are buying high-value tech that requires a signature, removing the friction around drop-off times can literally be the difference between hitting "checkout" and walking away.

The messy reality of the last mile

Teaching an AI to route trucks is easy. Dealing with human anxiety is the hard part.

Ed Clarke, founder of logistics outfit Yojee, pointed out a classic tracking headache: perceived detour panic. If a customer opens their app and sees the truck driving away from their house to hit another stop, they often freak out and spam customer service, even if the algorithm already guaranteed on-time arrival.

Then there's the garbage-in, garbage-out problem. ShipStation VP Krish Iyer noted that an AI model is only as reliable as the humans scanning barcodes at the warehouse and loading docks. If a driver skips a scan, the minute-by-minute projection collapses.

Why it matters

For shoppers, this is pure quality-of-life. If you are buying a 75-inch TV or a gaming PC, you no longer have to burn an entire Saturday waiting on a delivery crew. You can run errands and get home right when the truck pulls up.

For Best Buy, this is about defending high-margin turf. While Amazon dominates general logistics and Walmart leans hard into AI inventory, Best Buy's edge has always been big-ticket electronics and bulky gear that need white-glove handoffs. Making the delivery experience as frictionless as ordering dinner gives people the confidence to spend big online.

We think live AI tracking is crossing the line from a nice perk to a baseline expectation. Retailers that still treat shipping like a black box are going to watch shoppers leave their carts behind.