Sunday, November 1

Why On-Demand Service Startups Keep Running Out of Road

On-demand laundry, delivery and home services are popular but hard to make profitable. Here's a look at the unit economics behind the shutdowns.

Folded laundry in a basket next to rows of washing machines
Featured image: Moscow, Yandex.Go delivery courier on monowheel, Aug 2025 03 by Retired electrician, CC0, via Wikimedia Commons.

There’s a certain kind of startup that makes customers very happy right up until it shuts down. You tap a button, and someone arrives to pick up your laundry, bring your dinner, clean your flat or fix your sink. The service is delightful. And yet many on-demand startups, laundry among them, have closed their doors despite enthusiastic users. The reason is almost always the same: the economics were harder than the app.

Software costs little to copy, real work does not

Most success stories in tech come from software, where serving one more customer costs almost nothing. On-demand services that involve physical work don’t behave that way. Every pickup, wash, fold and delivery involves a person, a vehicle, equipment and time. Serving the thousandth customer costs about as much as serving the first.

That changes the whole picture. Instead of getting cheaper as they grow, many physical services stay stubbornly expensive per order. Growth alone doesn’t fix a business that loses money on each transaction.

Understanding unit economics

Investors and founders talk about unit economics, which just means: what does one order earn and cost? Take a simple example with made-up round numbers for illustration. If a customer pays a certain amount, and the company spends more than that on labor, transport, supplies, payment fees and support, then each order loses money. Doing more orders only loses money faster.

The costs that tend to hurt on-demand companies are these:

  • Labor. Paying workers fairly takes a big share of revenue, and it’s hard to squeeze without hurting quality.
  • Travel time. A courier driving across a city for a small order burns money on fuel and hours.
  • Low density. If customers are spread out, routes are inefficient.
  • Quality control. Lost items, damaged goods and refunds eat margin quickly.
  • Customer acquisition. Promotions and ads to bring in new users can cost more than the first order earns.

The convenience premium problem

On-demand services sell convenience, and convenience has a price. But customers often compare the service to doing it themselves, or to a cheaper traditional option. Many people will pay a little extra for the ease. Far fewer will pay enough to cover every real cost, especially for something routine like laundry, which they do weekly.

This creates an uncomfortable gap. Price too low and you lose money. Price high enough to break even, and a lot of customers drift away.

Subsidies hide the truth for a while

Venture funding can paper over weak economics. A company can offer discounts, free delivery or generous credits to attract customers, using investor money to cover the difference. That drives rapid growth and impressive user numbers, which in turn helps raise the next round.

The danger is that subsidized demand isn’t real demand. When prices rise to a sustainable level, some customers disappear. If the funding dries up before the business reaches profitability, the company has to cut back quickly or close.

What tends to work better

Some on-demand and home-service businesses do last. They usually share a few traits:

  1. High order value. Services with larger, less frequent purchases can absorb the cost of labor and travel.
  2. Dense operations. Focusing on a few neighborhoods keeps routes short.
  3. Repeat customers. Subscriptions and routines reduce the cost of finding new buyers.
  4. Efficiency through process. Centralized facilities, batching orders and scheduled windows cut waste, compared with truly instant service.
  5. Realistic pricing. The price covers the actual cost, with a modest margin.

A note on the workers

It’s easy to talk about unit economics as numbers on a sheet, but real people carry the load. Couriers and cleaners often work as contractors with variable pay and few protections. When a company closes, those workers lose income overnight, and customers may lose prepaid credits. If you use these services, it’s wise to avoid loading large prepaid balances onto any single app.

What we can learn from the shutdowns

An on-demand shutdown doesn’t mean the idea was foolish. It’s often a sign that the founders found something customers wanted, but couldn’t deliver it at a price that sustained the business. Some ideas come back years later with better routing software, cheaper logistics or a different model.

If you’re thinking of starting something similar, do the arithmetic early and honestly. Work out what one order earns and costs, test it with real operations before scaling, and remember that popularity alone doesn’t pay the bills. A beautiful app can’t make up for a delivery that costs more than the customer paid.