On-Demand Isn’t Food Anymore

DoorDash trained 20 million Americans to expect their dinner in 35 minutes. Now those same 20 million Americans want their outfit for tonight, the gallon of paint they ran out of mid-project, the daughter’s birthday gift they forgot, and the cable the electrician needs to finish the job — all in 35 minutes too. The expectation has migrated. Most retailers are years behind it.

We dispatch on-demand deliveries for businesses that aren’t restaurants, which is most of them. From inside that vantage point, here’s what’s actually changed in the last two years.

The 35-minute mental clock

When a customer in Manhattan opens DoorDash and orders pad thai at 12:15pm, they expect to be eating by 1:00. That’s not a delivery preference, that’s a learned reflex. The same customer, an hour later, is now shopping at a sticker shop, a beauty supply store, a clothing boutique, a paint counter. The mental clock doesn’t reset just because the inventory is no longer poke bowls. They expect it on the same cadence.

The retailers who’ve internalized this are running same-day. The retailers who haven’t are losing the order to whoever ships fastest, which is usually Amazon.

The verticals where on-demand has migrated

The categories where we see the migration most often:

Clothing and specialty retail. The customer needs the dress for tonight, the boots for the trip leaving tomorrow morning, the running gear before Saturday’s race. Specialty stores have always done in-person hand-holding well. Same-day is the channel that lets them do it without the customer needing to be in the store.

Beauty supply and lash / nail / aesthetics. Working professionals — estheticians, nail techs, lash artists — are the most acute “I need it today” buyers in the country. The customer is mid-appointment and missing a tip, a glue, a primer. The next appointment is in an hour. Generic UPS Ground for an item ordered at 9am won’t work — the next-day delivery happens after the appointment is over.

Paint, hardware, and construction supply. A contractor running out of a specific paint color mid-job has a problem next-day shipping can’t solve. The crew’s hourly rate keeps running. Five-gallon buckets, cable runs, fasteners, fittings — none of these are SKUs that walk into a customer’s expectation of “two business days.” The trades expect them today, and the suppliers who deliver same-day capture the loyalty.

Craft and hobby. Project-based shopping. The customer started the project Saturday morning, ran out of yarn / paint / fabric / glue at 11am, and the project dies if they can’t finish it today. Same-day from a local craft store keeps the project alive. The retailer captures revenue that otherwise gets refunded as “I’ll just go back to the store myself.”

Wine and spirits for time-anchored events. Dinner party at 7pm. The customer remembers at 4. Two-day shipping is irrelevant. The on-demand shift here was less obvious because alcohol regulations slowed it down (ID checks, signature, time-of-day restrictions), but the demand was always there.

Last-minute gifts. The husband forgot the anniversary. The friend forgot the birthday. The corporate planner forgot the client gift before tomorrow’s meeting. Gift retailers used to lose this customer because the gift “had to ship by 2pm to arrive Tuesday.” On-demand fulfillment captures the entire panic-buy segment that used to walk away.

What’s operationally different about each

It’s tempting to assume that “same-day for retail” is one product. It isn’t. Each vertical has its own constraints, and the retailers who treat them as the same get burned.

Clothing / specialty — size-specific inventory, returns are routine, fit matters more than speed. Often the customer is paying for the combo of “today” and “the right size at the closest store.”
Beauty / pro supply — small items, often fragile, customer is at a workplace not a home, needs reliable doorman or front-desk handoff.
Paint, hardware, construction — heavy and dimensional, often delivered to a jobsite or contractor’s truck rather than a home, signature usually required.
Craft — bulkier than people expect (yarn skeins, paint quarts, fabric bolts), customer is at a home with availability, often willing to wait 2-4 hours.
Wine and spirits — fragile, weight-per-bottle is significant, age verification at handoff, certain states have time-of-day windows, gift addresses don’t have a recipient ready to sign.
Last-minute gifts — high emotional stakes, time-anchored (“must arrive before 7pm”), often gift-wrapped fragile, recipient may be at an unfamiliar location.

A delivery orchestration platform routes each of these to the right vehicle and carrier — urban-density networks for dense metro gifts, regional reach for a 60-mile rural pet food run, cargo-van for paint pallets to a jobsite. Courier delivery is not a single thing.

The retailers ahead vs. the retailers behind

The retailers ahead of this curve share a few patterns. None of them are about the carrier. All of them are about how the retailer set the program up.

They know their inventory. Multi-location retailers ahead of the curve always know what’s at which store. They route the order to the location that has the SKU, not the location that’s nearest as the crow flies. A customer in Brooklyn ordering a specific running shoe doesn’t care that the Manhattan store is geographically closer — they care that the Queens store has size 10.5 in stock.

They surface same-day as a real channel. The strongest implementations show same-day in two places: as a collection on the storefront (a curated “available today” view, often with geo-targeted landing pages — a real SEO play for “same-day [item] near me”) AND inline on the product page itself (“Get this by 5pm today”). The customer should see the option before they decide whether to buy, not after they’ve already committed to next-day.

They equip the staff. Behind the storefront, the staff has the tools to make same-day actually work — they get notified the moment an order comes in, they have a packing flow that takes minutes not half an hour, and they have a clean handoff to the driver that confirms the right thing went out the door. The retailers who treat same-day as “the same workflow as BOPIS, just with a courier” usually fail. It needs its own picking, packing, and handoff path.

They don’t limit themselves to a single carrier. Same-day fleets all have downtime — surge limits, capacity dips, regional gaps. The retailers ahead use a network that falls back automatically when the primary can’t take the load. The retailers stuck on a single integration lose orders the day capacity tightens. That happens a few times a year on every fleet.

They don’t limit themselves to one set of distance and dimension rules. Fixed rules (“we deliver up to 10 miles, max 30 lbs”) leave money on the table. The customer who’s 12 miles away and willing to pay an extra $15 is a sale you shouldn’t be turning down. Configurable rules per zone, per SKU, per time of day matter more than most retailers realize.

They run claim automation. Same-day means the failure mode (4-7%) is non-zero, and a retailer who has to manually file claims for every failure ends up either losing money or shutting same-day off entirely.

The retailers behind are usually behind for one reason: they outsourced the question of “should we offer this?” to a checkout vendor or a 3PL. Both have good reasons not to push you toward same-day, because for them it’s a hard SKU.

If you’re a retailer with retail locations within an hour of your customer base, the question isn’t whether to offer same-day. The question is which of these verticals you serve has migrated to the 35-minute clock — and whether you’re capturing those orders or losing them to whichever competitor is offering the option.

Getcho dispatches across a vetted multi-fleet network, with inventory-aware routing, configurable zones and pricing, store-side packing tools, and recovery + claims handled automatically. If you’re trying to figure out where to start, the best move is usually a single-store, single-vertical pilot, then expand from there.