Annual Defect Report 2026Download

Solutions

Every Defect Class Emulators Can't See

Hardware-dependent scenarios are where user trust dies. Here's where Mobot catches what scripted automation and simulators structurally can't.

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A push that never arrives, a link that opens the wrong screen

Push Notifications & Deep Linking

A push that never arrives, or a deep link that opens the wrong screen, quietly breaks the moment that was supposed to bring a user back into your app. Mobot verifies the entire path — server, APNs/FCM, device, tap, destination — on real hardware.

How Mobot tests it
No emulator exists for this scenario at all

Bluetooth & Connected Devices (IoT)

Wearables, POS hardware, car pairing, medical devices, smart home — if your app talks to something physical, there is no emulator that can stand in for the real pairing. Mobot pairs real phones with real peripherals over real RF.

How Mobot tests it
Face ID, Touch ID, and payment flows end to end

Biometrics & Payments

The moment money moves is the moment users judge your app. Simulators auto-approve the biometric prompt and stub the payment sheet, so the flows with the highest stakes get the least real coverage. Mobot exercises them on real hardware, end to end.

How Mobot tests it
Barcode scans, AR, GPS, network transitions

Camera, Sensors & Location

Check deposit, barcode and QR scanning, document capture, AR, geolocation, and carrier handoffs all depend on hardware a simulator replaces with a mock. Mobot puts real inputs in front of real sensors and verifies what the app does with them.

How Mobot tests it
Full regression on real devices, overnight

Release Regression Testing

Shipping weekly or faster means QA is usually the bottleneck. Mobot runs full regression passes on real devices overnight — in parallel across the fleet — so a build submitted at end of day comes back with human-verified results by morning.

How Mobot tests it

The Anatomy

Anatomy of an Escaped Defect

Every callout is a hardware path no simulator can exercise.

Camera

Focus, capture, barcode + check-deposit.

Sim: injected mock frames. No lens, no bug found.

Radios — BT / NFC

Pairing, wearables, tap-to-pay, IoT.

Sim: no radio exists. Entire class untestable.

Secure Enclave

Face ID, Touch ID, payment auth.

Sim: biometric prompt auto-approved. Fiction.

Push Delivery Path

APNs/FCM → carrier → device → tap → deep link.

Sim: delivery stubbed. Arrival never proven.

Network Stack

Carrier handoffs, wifi↔LTE, dead zones.

Sim: perfect host networking. Never drops.

Glass + Digitizer

Real touch registration, gestures, haptics.

Sim: synthetic events bypass the screen entirely.

These aren't edge cases. They're your payment, login, and notification flows.

Mobot tests every path above on physical hardware.

What we test

Mobot tests and validates the difficult scenarios with real mechanical robots

If a person can do it on a phone, a robot can do it on 300 of them — and an analyst will tell you what actually broke.

Push notifications

Real delivery through APNs/FCM to a real device, then a real tap.

Deep linking

Every channel, every destination — verified on the device, not stubbed.

Apple Watch & Bluetooth

Live pairing with real wearables and peripherals over real RF.

Connected & IoT devices

POS hardware, car pairing, medical devices, smart home.

Biometrics

Face ID and Touch ID exercised on the secure enclave, not auto-approved.

In-app purchases

Real payment sheets, real cards, real store flows.

2-factor authentication

SMS, authenticator codes, and QR — the way users actually log in.

Google & Facebook auth

Third-party account authentication through the real OS handoff.

SMS & email

Inbound messages received and acted on across real apps.

Multi-device messaging

Two phones, side by side, one robot — sender and receiver both real.

Camera, QR & barcode

A real lens looking at a real code — focus, capture, and decode.

Photo upload & download

Camera roll, file pickers, and media pipelines end to end.

Geolocation & networks

Location, carrier handoffs, Wi-Fi ↔ LTE, and dead zones.

Out-of-app workflows

Backgrounding, app switching, widgets, and inter-app flows.

Phone calls

Video and audio behavior when a real call interrupts the app.

Rotation & accessibility

Orientation, dark mode, text size, and system settings.

See What Your Emulators Are Missing

Get a real, verified defect report from Mobot’s robots and QA analysts — on your app, on real devices.

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