Unit Economics by Vehicle Type

Every vehicle on your lot runs its own profit and loss. A shared kick scooter and a resort golf cart both generate rides, but they buy in at very different price points, earn at different rates, wear out on different clocks, and cost different amounts to keep on the street. If you plan a mixed fleet on one blended assumption, you will overpay for the wrong vehicles and starve the right ones. This lesson breaks unit economics down by vehicle type across the five levers that decide whether each one earns its keep: purchase cost, revenue per ride, utilization, useful life, and maintenance. The ranges here are planning starting points, not guarantees. Model your own market in the Fleet Estimator before you commit capital.

How unit economics differ by vehicle type

The mistake operators make is treating "a vehicle" as one line item. In practice the four common shared form factors sit at very different points on the same curve.

Scooters are the high-turnover, low-ticket end: cheap to buy, quick to earn a small amount per ride, and quick to wear out. Golf carts are the opposite: expensive to buy, earning a large amount per booking, and lasting for years. E-bikes and mopeds sit in between, and they behave differently from each other because a moped is faster, heavier, and seated, which changes both the trip a rider takes and the parts that break.

Because of that spread, the vehicle that maximizes rides is rarely the vehicle that maximizes margin, and the vehicle with the lowest sticker price is rarely the cheapest to own. You have to look at the whole cost stack over the whole life of the asset, not the purchase price alone.

The side-by-side comparison

Use this table as a planning frame, then replace every cell with your own quotes and your own market data before you buy.

Read the table down the columns, not just across the rows. The purchase cost spans more than 20 to 1 from the cheapest scooter to the priciest golf cart, but revenue per session does not spread nearly as far. That is the core tension in a mixed fleet: cheaper vehicles get more rides but earn pennies each, while expensive vehicles earn real money per booking but have to justify a much larger amount of capital sitting idle between rentals.

The five levers, one at a time

Purchase cost

Purchase cost sets the capital you have at risk per vehicle and the amount you have to amortize into every ride. A scooter that fails at month nine has burned a few hundred dollars. A golf cart that fails early has burned thousands.

Two things soften this lever with Levy. First, the pricing model is $0 upfront on software: you pay when riders pay, so your platform cost is not another capital line stacked on top of the hardware. Second, Levy is hardware-agnostic across 30+ IoT vendors and helps you source the right connected vehicle rather than locking you to one manufacturer, so you can shop the cost and durability tradeoff instead of taking a single vendor's price. For golf carts specifically, Levy can help you spec and source fully assembled IoT-enabled carts and then handle end-to-end integration, so the connectivity work is not an extra cost you carry alone.

Revenue per ride

Revenue per ride is unlock fee plus per-minute or per-hour charges, net of discounts. It climbs with the vehicle: scooters take short hops, e-bikes take longer commutes, mopeds cover real distance at higher speed, and golf carts are usually rented by the hour or day at a resort, campus, or event where the whole session is the product.

The lever you control here is pricing structure, and Levy supports dynamic pricing, subscriptions, packages, and promotions on every plan. That matters most for the higher-ticket vehicles: a golf cart or moped booked by the hour or day benefits from packages, deposits, and advanced bookings in a way a one-dollar-unlock scooter never will. Note that dynamic pricing here means the pricing tools you configure. Levy's AI Ops produces demand forecasts and ROI-ranked rebalancing recommendations, but it is not a surge-pricing engine and does not change your prices for you.

Utilization

Utilization is the single biggest lever on margin, and it means different things by vehicle. For scooters and bikes you measure rides per vehicle per day. For golf carts you measure booked hours, because a cart rented for a four-hour block is fully utilized even though that counts as one booking.

The trap is judging a $10,000 golf cart by the same rides-per-day yardstick as a $600 scooter. The cart does not need many rides. It needs booked hours at a high hourly rate. The scooter needs volume. Set a utilization target that fits the form factor, then use Levy's real-time GPS, geofencing, and AI Ops rebalancing recommendations to keep vehicles where the demand is. Higher effective utilization also comes from less downtime, which is where sourcing and maintenance feed back into this lever.

Useful life

Useful life is how you amortize the purchase cost. A $1,200 scooter spread over 18 months carries a very different daily cost than the same scooter spread over 3 years, and the difference between those two outcomes is mostly how well the fleet is maintained and how quickly broken vehicles get back on the street.

This is where cheap can be expensive. A slightly pricier, sturdier scooter that lasts twice as long often has a lower daily cost than the bargain unit, because the amortization clock runs longer. Longer-lived form factors like mopeds and golf carts give you more years to earn back a bigger check, which is part of why their higher sticker price is not as scary as it looks in isolation.

Maintenance load

Maintenance is the recurring cost that quietly decides your margin. Scooters have the highest maintenance load relative to their value: tires, brakes, and throttles wear fast under shared use. E-bikes add a drivetrain to look after. Mopeds have more components and heavier wear. Golf carts have a lower cost per hour of use but bigger-ticket items when batteries and tires come due.

Two Levy capabilities pull directly on this lever. First, Levy keeps US stock of common OKAI and similar parts (tires and tubes, brake cables and pads, display panels, batteries, fenders, and throttle assemblies), and you order through Levy rather than direct from the manufacturer, so parts ship in days instead of weeks. Faster parts means less downtime, which protects both utilization and useful life. Second, OKAI hardware carries a 90-day warranty from delivery for manufacturing defects, and Levy files the warranty claim with OKAI on your behalf, so early failures do not all land on your P&L. The Work Orders and Maintenance tools then let you track task management, technician dispatch, parts, and vendor invoicing so you can see maintenance cost per vehicle instead of guessing at it.

Stress-test the downside before you buy

The table above shows what each vehicle can do in a decent market. Your model is only safe if it also survives a bad one, so run every form factor through its worst realistic case before you commit. The same levers that make a vehicle attractive are the ones that sink it when they slip.

These are directional, not a spreadsheet, and they will not tell you your breakeven. Put the actual numbers, downside included, into the Fleet Estimator so you can see how far each vehicle can fall before it stops paying for itself.

Vehicle-by-vehicle guidance

Electric scooters

Scooters are the classic volume play: lowest capital at risk, most rides, thinnest margin per ride, and the shortest life. They reward dense, walkable markets where you can hit high rides per vehicle per day, and they punish sparse markets where each unit sits idle. Because the maintenance load is high and the life is short, your whole model lives or dies on utilization and on turning around repairs fast. Treat cheap scooters as a portfolio: expect some early failures, keep the amortization window realistic, and lean on fast US parts to keep downtime low.

E-bikes

E-bikes cost more to buy than scooters but earn more per trip, last longer, and carry a more moderate maintenance load. They suit longer commuter and recreational trips and markets where riders want more range and comfort than a scooter gives. The higher revenue per ride and longer life mean a well-run e-bike can post a healthier margin than a scooter even at lower ride counts, as long as you do not let the extra purchase cost sit idle.

How to start an e-bike rental business

A full walkthrough of launching an e-bike fleet, from sourcing to pricing to operations.

Mopeds

Mopeds are the higher-value seated option: more capital per unit than an e-bike, but the fastest, longest trips of the human-scale vehicles and the highest revenue per ride short of cars and golf carts. The tradeoff is a heavier maintenance load and more components to look after. Mopeds work best where trip distances are long enough to justify the fare and where local rules support seated, faster vehicles. Because the ticket per ride is high, pricing structure and rider trust do a lot of work here.

How to start a moped sharing business

What it takes to launch and run a seated e-moped fleet, including the economics and operations.

Golf carts

Golf carts are a different economic animal. They are the most expensive to buy and the longest-lived, and they earn by the hour or day rather than by the short ride. The right home for them is a bounded, high-value venue: a resort, a campus, a retirement community, a planned community, or an event. You are not chasing rides per day, you are chasing booked hours at a strong hourly or daily rate, often with deposits and advanced bookings. The large purchase cost is easier to carry because the vehicle lasts for years and each booking is worth real money, but idle carts are expensive, so utilization discipline still matters. Levy can help you spec and source fully assembled IoT-enabled golf carts and integrate them end to end, so a cart fleet gets the same connectivity, payments, and dashboard as the rest of your vehicles.

How Levy's revenue-share model changes the math

The cost stack above assumes hardware, charging or battery swaps, maintenance, connectivity, field labor, and payment processing (Levy's Stripe volume pricing is 2.6% plus $0.20 per transaction, and the operator payout base is net revenue after those Stripe fees, shared proportionally, not gross). Where Levy changes the shape of the math is the platform cost itself, because on the Managed plan it is mostly variable rather than a flat per-vehicle fee. It is not zero fixed cost: a $250 monthly platform minimum still applies. Above that floor, though, the fee moves with your revenue instead of sitting as a flat charge per vehicle.

On the Managed plan you pay a percentage of GMV rather than a flat per-vehicle fee, so above the $250 monthly minimum the platform cost scales with revenue. That is a meaningful de-risker for low-utilization vehicles: once you clear the floor, a scooter that barely rented in a slow week adds almost nothing in platform fees that week, instead of a fixed per-vehicle charge that eats a quiet vehicle alive. The Managed fee also bundles 24/7 support, managed payments, disputes, and collections into that one percentage, so a chunk of what would be fixed operating cost becomes variable too.

The exact numbers, and how the two plans compare:

• Managed: 20% of GMV under 100 active vehicles (no vehicle minimum), and 15% of GMV at 100 to 249 active vehicles on an annual or approved term.
• Software-Only: $14 per vehicle per month, available at 100 to 249 active vehicles for in-house operations on an annual commitment.
• Platform minimum: $250 per month per operator, credited against fees. If a month's fees come in under $250, Levy invoices the difference.

The takeaway for a mixed fleet: revenue-share protects you most on the cheap, high-variance vehicles where utilization swings, and it keeps 24/7 support, disputes, and collections off your plate. Software-Only can make sense for a large, reliably busy fleet that already runs its own support and payments operation in-house, but only weigh it once you have priced that in-house operating cost and the $250 floor into the comparison, not on the $14-versus-15% math alone. Match the plan to how hard each part of the fleet runs and to how much of the operation you actually want to own.

Frequently asked questions

Model it before you buy

The comparison table gets you to a first opinion. It does not get you to a purchase order. Before you spend real money, replace every planning range in this lesson with your own vendor quotes and your own demand assumptions, then run the whole mix through a model so you can see utilization, revenue, and breakeven per vehicle type.