For founders weighing the decision

Most founders we talk to think a mobile app is a vanity project.

We agreed. So we ran the numbers across 50 public Shopify brands and a decade of academic research. This page is what we found, with every source on the page.

The headline finding

+24%

net monetary value per customer after app adoption.

Peer-reviewed academic study across two retailers. Customers who adopted the retailer's app bought more often, returned more, and still produced a 24% net increase in monetary value per customer.

van Heerde et al., Journal of Marketing Research ↗

Where mobile web bleeds money

An app does not look better. It loses less revenue at the five moments web stores already leak.

01

Ad clicks

Paid traffic lands on a mobile browser even when the app is already installed.

Deep links route installed users straight into the matching in-app product or collection.

2.8x

higher conversion when ad clicks land in-app vs mobile web

Google Web-to-App Connect ↗

02

Returning shoppers

Customers must reopen a browser, remember the brand, wait for pages to load, and often sign in again.

The brand sits on the home screen and reopens the journey with one tap.

6.4x

longer session time in app vs mobile web (fashion, beauty, FMCG)

JMango360 ecommerce app benchmark ↗

03

Checkout

More form filling, slower transitions, and more chances to abandon.

Native checkout, accelerated payment buttons, and persistent buyer identity.

+45%

higher checkout conversion for autofill vs guest (Shopify checkouts)

Google Shopify checkout study ↗

04

Cart recovery

Recovery depends on email, SMS and retargeting ads - all rented, all metered.

Push reopens the cart instantly, at zero marginal cost.

+191%

engagement uplift when push is added vs no messages

Braze push notification benchmark ↗

05

Drops & restocks

A social post or email competes with inbox noise and algorithmic reach limits.

Push reaches opted-in users immediately and deep-links them into the item.

3x to 10x

retention uplift among users opted in to high-value push

Airship retention research ↗

Peer-reviewed

The strongest causal evidence: app adoption changes customer behaviour.

Not a vendor case study. A peer-reviewed paper using two retailers' transaction data, comparing the same customers before and after they installed the app.

Purchase frequency

+21%

Per-occasion spend

-12%

Returns

+73%

Net monetary value

+24%

Net result per customer

van Heerde et al., Journal of Marketing Research ↗

Public proof

Twelve named brands. Twelve numbers. Twelve sources.

Vendor case studies are not audited disclosures, but every figure here is publicly reported by the brand or a platform partner. Click any source.

When an app is not the right move

An app pays back fastest when five things are true.

If most of these are not true for your brand yet, an app is probably premature. We would tell you that on a call, so we tell you here too.

  1. 01

    Mobile traffic is already meaningful

    Most of your sessions are on a phone. The app extends an existing customer reality, not a hypothetical one.

  2. 02

    Returning customers matter to your economics

    Repeat purchase, replenishment, gifting or loyalty drive a real share of revenue. The app earns its keep on the second order, not the first.

  3. 03

    You can promote installs

    Email lists, SMS, paid social or post-purchase placements you actually use. Without a credible install plan, the app stays empty.

  4. 04

    Your catalogue gives people reasons to come back

    Drops, restocks, seasonal edits, new collections or content. Stores that change weekly justify weekly opens.

  5. 05

    You're ready to use push, deep links and lifecycle properly

    An app left idle is a website with extra friction. Brands that win are the ones that treat it as an owned channel, not a vanity badge.

What to expect, honestly

Three realistic bands for app revenue contribution.

Where a brand lands depends on how loyal its customers already are, how often the catalogue changes, and whether installs are actively promoted. Real-brand examples below.

The quiet risk

The risk is not that your business fails. It is that the gap with app-first competitors widens slowly.

Web-only brands keep paying to reacquire customers they could have reopened directly. Installed users keep landing on browser pages. Checkout stays more fragile. Identity stays harder to persist. The compounding effect is the cost.

Public example: Shopee

20x

higher conversion in-app vs web on average

20%to50%

app share of total traffic after deep linking

+126%

checkouts after deep-link rollout

If the case feels right

See what your brand's app would actually look like.

We build a real working prototype in your branding before you commit to anything. Watch a walkthrough in two minutes, or read the pricing first.

See app walkthroughs See pricing →

Flat fee. No revenue share. Built in Manchester.