# How Smartphones Suggest Apps Based on Where You Are

> Apple's patent for a system that automatically highlights or suggests mobile apps based on your current location or a location you are planning to visit.

- **Patent:** US 10002199
- **Original title:** Mobile device with localized app recommendations
- **Owner:** Apple Inc
- **Granted:** 2018
- **Status:** Active
- **Times cited:** 16
- **Field:** consumer_electronics, software, ai_ml

## What it does

This technology allows a mobile device to scan its surroundings or look at your calendar to suggest apps that might be useful in that specific spot. When you are near a location of interest, the device queries a database to find apps relevant to that area, such as a coffee shop app when you are near a cafe. It then visually distinguishes these apps on your screen—perhaps by changing their size or color—to make them stand out from your other apps. This works for apps you already have installed or for new apps you might want to download.

## What it does NOT cover

- Does not cover general location-based advertising that is not tied to app-specific recommendations.
- Does not cover systems that suggest physical products or services rather than software applications.
- Does not cover background location tracking that does not result in a specific user interface change for app icons.

## The clever bit

The system doesn't just look at where you are; it uses 'application usage data' combined with location to rank relevance, effectively learning which apps are actually useful in specific contexts rather than just guessing based on proximity.

## Real-world examples

1. App Store suggestions on the iOS lock screen
2. Siri Suggestions in the Today View
3. Context-aware app widgets on modern smartphones

## Why it matters

This patent is a core component of the 'context-aware' computing trend, where devices try to predict user needs based on environment. It helps companies like Apple curate the user experience by reducing the friction of finding relevant tools, effectively turning the phone's home screen into a dynamic, location-sensitive dashboard.

## Frequently asked questions

### What does How Smartphones Suggest Apps Based on Where You Are cover?

Apple's patent for a system that automatically highlights or suggests mobile apps based on your current location or a location you are planning to visit.

### Who owns patent US 10002199?

Apple Inc owns this patent, granted in 2018.

### When does this patent expire?

This patent is expected to expire on June 19, 2038, when the invention enters the public domain.

### What is patent US 10002199 cited by?

This patent has been cited by 16 later patents that build on its ideas.

### What problem does this patent solve?

This patent is a core component of the 'context-aware' computing trend, where devices try to predict user needs based on environment. It helps companies like Apple curate the user experience by reducing the friction of finding relevant tools, effectively turning the phone's home screen into a dynamic, location-sensitive dashboard.

### What does this patent NOT cover?

Does not cover general location-based advertising that is not tied to app-specific recommendations.

**Full plain-English explainer:** https://patentbrief.org/patent/us/10002199/uber-driver-incentives

**Original patent:** https://patents.google.com/patent/US10002199

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_Source: PatentBrief — https://patentbrief.org. Patent facts are from public records; the plain-English explanation is PatentBrief's._