Apps That Collect or Share Data: What to Check

Every app collects something. The useful question is what, for which purpose, and who else receives it. This guide shows where to find those answers before an app reaches your students or staff.

App PrivacyThe label on every App Store page
Data safetyThe section on every Google Play listing
PermissionsWhat the app can touch on the device
MDM controlsWhat you can limit on managed devices

App Store data privacy labels, explained

Scroll down any App Store page to App Privacy. The label groups what the developer says the app collects, and the summary on the product page splits it into a few clear blocks.

App Privacy: how the label reads
Data used to track youLinked with other companies' data for ads or ad measurement, or shared with data brokers
Data Linked to YouCollected and tied to your identity, account or device
Data Not Linked to YouCollected, but not tied to who you are
Data Not CollectedThe developer says the app collects nothing

What sits inside each block

Apple's label uses fixed data types, so labels can be compared across apps:

Contact InfoHealth & FitnessFinancial InfoLocationSensitive InfoContactsUser ContentBrowsing HistorySearch HistoryIdentifiersPurchasesUsage DataDiagnosticsSurroundingsBodyOther Data

Each data type is tied to one or more purposes:

Third-Party AdvertisingDeveloper's Advertising or MarketingAnalyticsProduct PersonalizationApp FunctionalityOther Purposes

What the label tells you

  • Answers come from the developer, entered in App Store Connect before new apps and updates are accepted.
  • Developers must include what their third-party partners collect, such as analytics tools, advertising networks and SDKs.
  • Developers can change their answers at any time without releasing an update.

How to read it quickly

  • Any data in the tracking block is a red flag for student devices.
  • Location, Contacts and User Content linked to the user deserve a second look.
  • "Data Not Collected" is a claim, not a test result. Compare it with the permissions the app requests.

Google Play Data safety, explained

On Android, open the app's Play listing and find Data safety. It is built from the Data safety form that developers fill in through Play Console, and it answers three questions: what is collected, what is shared, and how it is protected.

Part of the sectionWhat it meansWhat to look for
Data collectedData sent off the device by the app. Data processed only on the device does not count.Whether collection is optional or required for the app to work
Data sharedData passed to other companies. Transfers to service providers working for the developer are generally excluded.Any sharing of location, contacts, messages or IDs
Security practicesWhether data is encrypted in transit and whether users can request deletion.Both should be yes for any school or work app
BadgesOptional independent security review, and a Families policy commitment for apps aimed at children.The Families commitment for apps used by young students
No data statementShown when the developer declares no collection or sharing.Check it against the permissions list

Google Play data types

LocationPersonal infoFinancial infoHealth and fitnessMessagesPhotos and videosAudio filesFiles and docsCalendarContactsApp activityWeb browsingApp info and performanceDevice or other IDs

Developers complete the form themselves, including data collected by SDKs in their app. Google reviews it as part of app review but says it does not verify the answers, and it can act when it finds discrepancies.

App Store privacy labels vs Google Play Data safety

Both stores ask similar questions, but the answers are shaped differently. When you vet an app that runs on both platforms, read both versions; they do not always match.

QuestionApp Store (App Privacy)Google Play (Data safety)
Who fills it in?The developer, in App Store ConnectThe developer, in Play Console
Covers SDKs?Yes, third-party partners must be includedYes, libraries and SDKs must be included
Tracking shown separately?Yes, data used to track you has its own blockNo separate block; look at Data shared
Linked to identity?Yes, linked and not linked are splitNot split this way
Security practices?Not part of the labelEncryption in transit and deletion requests shown
Children's appsKids category and age ratingFamilies policy commitment badge

To compare the two listings you need both IDs. The App Store ID lookup returns the bundle ID and, when we know it, the matching Android package.

Permissions show what the app can touch

Labels describe intent. Permissions are what the operating system actually allows. Ask whether each permission makes sense for what the app does.

Location

Precise location reveals homes and schools. Approximate location is enough for most apps.

High

Contacts

Uploads other people's details, who never agreed to the app's terms.

High

Microphone

Needed for calls and voice notes. Questionable for a calculator or game.

High

Camera

Common and often fine, but photos of classrooms can include other students.

Medium

Photos

Full library access exposes every photo. Limited access shares only chosen ones.

Medium

Keyboard full access

A third-party keyboard with full access can send what is typed off the device.

High

VPN configuration

An app that adds a VPN can route all device traffic through its servers.

High

Accessibility service

On Android this can read the screen and act for the user. Rarely needed outside assistive apps.

High

Bluetooth and local network

Lets an app find nearby devices, which can reveal location indirectly.

Medium

Tracking request

On iPhone, apps must ask before tracking across other companies' apps and sites.

Medium

Notifications

Low data risk, but a common route for engagement prompts and ads.

Low

Usage access

On Android, shows which other apps are used and when.

Medium

Check what apps really did, not only what they asked for. On iPhone, the App Privacy Report under Privacy and Security settings lists data access and contacted domains per app. Android's privacy dashboard shows recent permission use.

Which apps tend to collect the most data

The type of app predicts a lot. These kinds see the most personal data because of what they do, so they deserve the closest reading. Always check the specific app; type is a starting point, not a verdict.

Free apps funded by ads

Games and utilities that earn from advertising usually include ad and analytics SDKs.

Check: the tracking block and Data shared

Social networks

Posts, photos, contacts, messages and often location, all linked to a profile.

Check: Contacts, Location, User Content

Free VPN apps

All device traffic passes through the provider, whatever the label says.

Check: operator, policy, see our VPN apps list

AI chat apps

Prompts, uploaded files and photos of worksheets are stored by the service.

Check: retention, training opt-out, see our AI apps list

Keyboards

A keyboard sits under every text field on the device.

Check: full access setting and Data collected

Photo and face editors

Faces and photos are often processed on remote servers.

Check: Photos access, retention of uploads

Location sharing apps

Continuous location is the product, shared with a circle of people.

Check: who can see location and for how long

Shopping and coupon apps

Purchase history, browsing and identifiers support marketing.

Check: Purchases, Identifiers, Third-Party Advertising

"Cleaner" and booster utilities

Simple tools that ask for photos, contacts or usage access they do not need.

Check: permissions against the app's purpose

"Privacy apps" on managed devices

Searches for privacy and security apps turn up three kinds that behave very differently on a school or work device. Decide on each kind before a user asks.

Privacy browsers

Block trackers in web pages, which is good, but they are also a second browser outside your managed one.

Decide: one managed browser, or a short approved list

Consumer VPNs

Sold as privacy tools, yet they move all traffic to a third party and past your filter.

Decide: block on student devices; your own VPN for staff

Photo and app vaults

Hide photos or apps behind a second passcode, sometimes disguised as a calculator.

Decide: block on student devices; review for staff

Privacy policy for educational apps: what it should say

For school apps, the store label is only the start. The privacy policy and the district's data agreement carry the commitments that matter. Use this list when you read one.

Should be stated clearly

  • Exactly which student data is collected, and why
  • No sale of student data and no targeted advertising to students
  • How long data is kept, and how the school can delete it
  • Which sub-processors receive data, and where it is stored
  • How parents and schools can access and correct records
  • Security measures and a breach notification commitment
  • How the app handles users under 13 and consent rules such as COPPA in the US

Warning signs

  • "We may share data with partners" with no list of partners
  • Rights to use student content for any purpose
  • Policy changes take effect without notice
  • No contact for privacy questions
  • A consumer policy only, with nothing for schools
  • Store label and policy that contradict each other

For the full district process, read our guides to edtech app vetting and student data privacy and apps. Approved apps belong on a published approved apps list.

Writing a policy for your own app instead? There is no shortcut template: your policy has to match what you declare in App Store Connect and Play Console. Have it reviewed by someone qualified in your markets.

MDM controls that limit data sharing

Labels help you choose apps. MDM limits what the apps you allow can do with work and school data. These controls are the ones most worth turning on.

GoaliPhone and iPadAndroid Enterprise
Keep work files in work appsallowOpenFromManagedToUnmanaged set to false: managed documents open only in managed appsWork profile separation, plus limits on copying between profiles
Keep personal files outallowOpenFromUnmanagedToManaged set to falseRestrict sharing into the work profile
Protect contactsallowManagedToWriteUnmanagedContacts left at its default of falseLimit cross-profile contact access
Reduce ad trackingforceLimitAdTracking set to true, which also stops apps asking to trackApprove only vetted apps in Managed Google Play
Control permissionsUsers answer prompts; block apps whose requests do not fitA default runtime permission policy (deny or prompt); names vary by console
Stop diagnostics to AppleallowDiagnosticSubmission set to falseDevice policy settings; check the current admin console
Preconfigure appsManaged app configuration pushed by MDMManaged configurations for supported apps

Managed app configuration lets you sign apps into school or company accounts and turn off features, where the developer supports it. It is often the cleanest way to keep data inside an approved account. Work profile details are in our guide to Android work profile app blocking.

MDM data privacy on personal phones

Staff often ask what IT can see. On personal phones, the honest answer is less than people fear, provided you enroll them the right way.

What the organization manages

  • Work apps, work accounts and their data
  • Security settings such as passcode rules
  • Removal of work data when someone leaves

What stays personal

  • With Apple User Enrollment or an Android work profile, personal apps and content stay outside the organization's view
  • Personal photos, messages and browsing
  • Anything else, per your MDM's own privacy statement

Write these limits into your BYOD app policy. Apps staff install on their own, and the data they hold, are covered in our guide to shadow IT mobile apps.

App data review checklist

Work through this list for any app a teacher, department or team asks to add. Tick as you go; the boxes are for your own use on this page.

What our app database includes, and what it does not

We are clear about this because it matters for your review. Our data identifies and categorizes apps; it does not grade their privacy.

Included for 1.87 million iPhone and iPad apps

  • App Store ID, bundle ID, name and developer
  • Developer website domain
  • App Store genre, age rating and content advisories
  • Rating count
  • Our categories, from 58 web filtering categories, plus an IAB Content Taxonomy 3.0 category
  • Google Play package names for 670,000+ apps on both stores

Not included

  • App Store privacy labels
  • Google Play Data safety answers
  • Privacy or security risk scores
  • Permission lists

Use the store listings and this checklist for privacy. Use our categories to block whole groups of apps at once, and the mobile app database if you build products on app data.

Apps and data: frequently asked questions

How can I see what data an app collects?

Read the App Privacy section on the App Store page and the Data safety section on Google Play, then check the permissions the app asks for and its privacy policy. On iPhone, the App Privacy Report shows which apps actually used sensitive data and which domains they contacted.

Does Apple or Google verify privacy labels?

Developers fill in both themselves. Apple makes developers responsible for keeping their answers accurate and current. Google reviews Data safety forms during app review but says it does not verify their accuracy, and it can take action when it finds discrepancies.

What is the Google Play Data safety form?

It is the form developers complete in Play Console to describe what data their app collects and shares, why, and their security practices such as encryption in transit and deletion requests. Google shows the answers as the Data safety section on the app's store listing.

Which apps collect the most data?

Apps funded by advertising, social networks, free VPNs, AI chat apps, third-party keyboards, photo and face editors and location sharing apps tend to see the most personal data because of what they do. Always check the specific app's label and permissions rather than relying on its type.

Can MDM see personal data on a phone?

On a personal device enrolled with Apple User Enrollment or an Android work profile, the organization manages only work apps and data and does not see the personal side's content. Check your MDM's own privacy statement for exactly what it collects.

Does your app database include privacy labels or risk scores?

No. Our mobile app database contains app IDs, developer, developer website domain, App Store genre, age rating, content advisories, rating count and our categories. It does not contain privacy labels, Data safety answers or risk scores.

Vetted the apps? Block the rest by category

Keep approved apps, and block whole categories such as VPN, AI chat, social media and 17+ apps with files for your MDM, updated monthly.

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