UI/Visual Designer

Location Data Transparency at Instagram

Designing how millions of users understand and control their location data across consent, settings, and profile surfaces.

 
 

My Role

Design strategy for how Instagram explains location data to users (what’s collected, why it’s used) under increasing regulatory pressure as well as new ways to control it. Worked closely with Product Management, Engineering, Legal, Policy, Content Design, and User Research.

What shipped

A set of transparency features across device consent flows, settings, and profile surfaces to close major comprehension gaps and reduce risk.

The impact

Improved user understanding and confidence, with experiments showing 10% higher privacy decision efficacy and strong engagement with permission controls (73% of users took action).

 
 

 
 

Problems

User problems

  • Users don’t understand what location data Instagram uses or how to control it

  • Many rely on incorrect assumptions about privacy and visibility

  • 58% of U.S. users believed profile elements (like bio) are hidden on private accounts

Business problems

  • Inconsistent transparency language created regulatory risk (United States Omnibus priority)

  • Over-reliance on OS permission dialogs left gaps in explanation and informed consent

  • Proactively address scrutiny around sensitive data

 
 
 

Goals

  • Proactively respond to regulatory pressure around location data, reducing risk for Meta and ensuring Instagram can continue to operate in key jurisdictions

  • Enhance users’ understanding of why and how their location data is being used, increasing their trust and confidence in using Instagram

 
 
 

Scope and constraints

  • Worked within Meta’s strict consent UI requirements for designing device permission pre-prompts, as well as followed Apple’s HIG

  • As location is considered sensitive data and the topic of many regulations, we collaborated closely with Legal and Policy to provide the right level of transparency that stayed consistent with language used on other Meta apps

  • Engineers ran into many edge cases with Android. We had to work quickly to update designs quickly as we encountered problems

 
 

Process


 

Auditing location data use

  • Audited location-related experiences across Instagram to establish a baseline for transparency

  • Tracked inconsistencies in visuals and language across surfaces

  • Identified gaps where we relied on OS permission modals without explaining data use

  • Created a visual roadmap to highlight opportunities and align the team

 
 
 

Prioritizing areas for improvement

Using an existing transparency framework and research on users’ transparency goals, I created a scoresheet to grade how Instagram was or was not meeting user goals for location transparency based on findings in the audit.

 
 
 

Solution Sprint

  • Led cross-functional brainstorming to generate solutions

  • Prioritized concepts using a framework across user impact, business value, regulatory risk, and technical feasibility

  • Quickly mocked and shared directions with design leadership for feedback

  • Iterated rapidly based on input from design, product, and cross-functional partners

 

Key Decisions

Don’t rely on OS permissions alone
Introduced pre-prompts to explain data use before system dialogs, improving informed consent.

Bring control into the product
Made device permissions easier to access and understand within Instagram instead of relying on buried OS settings.

Add transparency where confusion happens
Used contextual education (e.g., in bio) rather than a single centralized hub.

Standardize language across surfaces
Reduced regulatory risk by aligning how location data use is explained across the app.

 
 

Solutions


 

Consent pre-prompt

Introduced a pre-permission screen explaining what location data is used for and how to control it before the OS modal.

 
 
 

Device permissions settings

Created a centralized way to view and update device permissions within Instagram, including location settings.

 
 
 

Location filter in Your Activity

Allows users to find and remove location data from their posts without deleting content.

 
 
 

Bio visibility transparency

Added inline education clarifying that bios are always public, even on private accounts.

 
 

Impact


 
  • Device permissions: 73% of users who visited settings took action; 78% granted access

  • Pre-prompts: +10% increase in privacy decision efficacy vs. control

  • Bio transparency: +4.1% increase in perceived privacy understanding and control

User research also showed improved understanding among teens, helping close knowledge gaps and proactively reduce regulatory risk.