{ "title": "What popular apps collect: an audit of App Store privacy labels", "storefront": "us", "fetched_at": "2026-10-17T19:17:44Z", "fetch_started_at": "2026-10-17T19:15:21Z", "method": "For each app, one GET of https://apps.apple.com/us/app/id (US storefront) and one batched GET of https://itunes.apple.com/lookup?id=&country=us. The privacy label and in-app purchase list were parsed from the product page's embedded serialized-server-data JSON (shelfMapping.privacyTypes and shelfMapping.information). Requests were sequential with a 2-second gap.", "fetcher": "scripts/research/fetch_privacy_labels.py", "apps": [ { "group": "study", "category": "Fitness", "slug": "", "app_id": 341232718, "name": "MyFitnessPal: Calorie Counter", "seller": "MyFitnessPal, Inc.", "primary_genre": "Health & Fitness", "price": 0.0, "formatted_price": "Free", "user_rating_count_us": 2379247, "source_url": "https://apps.apple.com/us/app/id341232718", "lookup_url": "https://itunes.apple.com/lookup?id=341232718,426826309,301521403,792750948,297368629,712286167,1037595083,971023427,1027151285,307861492,1038369065,657189652,1495829322,330376830,570244389,1130616675,1459319842,942571931,1010865877,1447330651,911422904,1217456898,1303222868,575756462,771068291,427916203,367003839,904052407,401626263,311035142,410395246,1444383602,1232780281,281796108,1029207872,546473125,570060128,442415567,373493387,734887700,6759058341,6797705436,6797705708,6782965477,6779423270,6778962820,6776832128,6776018933,6776019042,6772382233,6772337103,6771558734,6770110788,6769827971,6770319004,6804466786&country=us", "lookup_fetched_at": "2026-10-17T19:15:21Z", "fetched_at": "2026-10-17T19:15:23Z", "label_status": "ok", "error": "", "privacy": { "DATA_USED_TO_TRACK_YOU": { "title": "Data Used to Track You", "categories": [ { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "Device ID" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Advertising Data" ] } ], "purposes": {} }, "DATA_LINKED_TO_YOU": { "title": "Data Linked to You", "categories": [ { "id": "HEALTH_AND_FITNESS", "title": "Health & Fitness", "data_types": [ "Health", "Fitness" ] }, { "id": "CONTACT_INFO", "title": "Contact Info", "data_types": [ "Email Address" ] }, { "id": "USER_CONTENT", "title": "User Content", "data_types": [ "Customer Support" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "Device ID", "User ID" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Advertising Data", "Product Interaction" ] }, { "id": "DIAGNOSTICS", "title": "Diagnostics", "data_types": [ "Crash Data" ] } ], "purposes": { "THIRD_PARTY_ADVERTISING": { "title": "Third-Party Advertising", "categories": [ "IDENTIFIERS", "USAGE_DATA" ] }, "DEVELOPERS_ADVERTISING": { "title": "Developer’s Advertising or Marketing", "categories": [ "IDENTIFIERS", "USAGE_DATA" ] }, "ANALYTICS": { "title": "Analytics", "categories": [ "IDENTIFIERS", "USAGE_DATA", "DIAGNOSTICS" ] }, "PRODUCT_PERSONALIZATION": { "title": "Product Personalization", "categories": [ "IDENTIFIERS" ] }, "APP_FUNCTIONALITY": { "title": "App Functionality", "categories": [ "HEALTH_AND_FITNESS", "CONTACT_INFO", "USER_CONTENT", "IDENTIFIERS" ] } } }, "DATA_NOT_LINKED_TO_YOU": { "title": "Data Not Linked to You", "categories": [ { "id": "DIAGNOSTICS", "title": "Diagnostics", "data_types": [ "Other Diagnostic Data" ] } ], "purposes": { "ANALYTICS": { "title": "Analytics", "categories": [ "DIAGNOSTICS" ] } } } }, "in_app_purchases": { "listed": true, "summary": "Yes", "items": [ { "name": "MyFitnessPal Monthly Premium", "price": "$19.99" }, { "name": "MyFitnessPal Yearly Premium", "price": "$79.99" }, { "name": "MyFitnessPal Monthly Premium", "price": "$19.99" }, { "name": "MyFitnessPal Premium", "price": "$9.99" }, { "name": "MyFitnessPal Monthly Premium", "price": "$9.99" }, { "name": "MyFitnessPal Premium", "price": "$49.99" }, { "name": "MyFitnessPal Yearly Premium", "price": "$79.99" }, { "name": "MyFitnessPal Annual Premium", "price": "$79.99" }, { "name": "MyFitnessPal Monthly Premium", "price": "$19.99" }, { "name": "MyFitnessPal Yearly Premium", "price": "$49.99" } ] } }, { "group": "study", "category": "Fitness", "slug": "", "app_id": 426826309, "name": "Strava: Run, Bike, Walk", "seller": "Strava Inc.", "primary_genre": "Health & Fitness", "price": 0.0, "formatted_price": "Free", "user_rating_count_us": 377751, "source_url": "https://apps.apple.com/us/app/id426826309", "lookup_url": "https://itunes.apple.com/lookup?id=341232718,426826309,301521403,792750948,297368629,712286167,1037595083,971023427,1027151285,307861492,1038369065,657189652,1495829322,330376830,570244389,1130616675,1459319842,942571931,1010865877,1447330651,911422904,1217456898,1303222868,575756462,771068291,427916203,367003839,904052407,401626263,311035142,410395246,1444383602,1232780281,281796108,1029207872,546473125,570060128,442415567,373493387,734887700,6759058341,6797705436,6797705708,6782965477,6779423270,6778962820,6776832128,6776018933,6776019042,6772382233,6772337103,6771558734,6770110788,6769827971,6770319004,6804466786&country=us", "lookup_fetched_at": "2026-10-17T19:15:21Z", "fetched_at": "2026-10-17T19:15:26Z", "label_status": "ok", "error": "", "privacy": { "DATA_USED_TO_TRACK_YOU": { "title": "Data Used to Track You", "categories": [ { "id": "PURCHASES", "title": "Purchases", "data_types": [ "Purchase History" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "Device ID" ] } ], "purposes": {} }, "DATA_LINKED_TO_YOU": { "title": "Data Linked to You", "categories": [ { "id": "HEALTH_AND_FITNESS", "title": "Health & Fitness", "data_types": [ "Health", "Fitness" ] }, { "id": "PURCHASES", "title": "Purchases", "data_types": [ "Purchase History" ] }, { "id": "LOCATION", "title": "Location", "data_types": [ "Coarse Location", "Precise Location" ] }, { "id": "CONTACT_INFO", "title": "Contact Info", "data_types": [ "Email Address", "Name" ] }, { "id": "CONTACTS", "title": "Contacts", "data_types": [ "Contacts" ] }, { "id": "USER_CONTENT", "title": "User Content", "data_types": [ "Customer Support", "Other User Content", "Photos or Videos" ] }, { "id": "SEARCH_HISTORY", "title": "Search History", "data_types": [ "Search History" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "User ID", "Device ID" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Product Interaction", "Advertising Data" ] }, { "id": "DIAGNOSTICS", "title": "Diagnostics", "data_types": [ "Crash Data", "Performance Data", "Other Diagnostic Data" ] }, { "id": "OTHER", "title": "Other Data", "data_types": [ "Other Data Types" ] } ], "purposes": { "THIRD_PARTY_ADVERTISING": { "title": "Third-Party Advertising", "categories": [ "IDENTIFIERS", "USAGE_DATA" ] }, "DEVELOPERS_ADVERTISING": { "title": "Developer’s Advertising or Marketing", "categories": [ "HEALTH_AND_FITNESS", "PURCHASES", "LOCATION", "CONTACT_INFO", "IDENTIFIERS", "USAGE_DATA" ] }, "ANALYTICS": { "title": "Analytics", "categories": [ "HEALTH_AND_FITNESS", "PURCHASES", "LOCATION", "CONTACT_INFO", "CONTACTS", "USER_CONTENT", "SEARCH_HISTORY", "IDENTIFIERS", "USAGE_DATA", "DIAGNOSTICS", "OTHER" ] }, "PRODUCT_PERSONALIZATION": { "title": "Product Personalization", "categories": [ "HEALTH_AND_FITNESS", "PURCHASES", "LOCATION", "CONTACT_INFO", "CONTACTS", "USER_CONTENT", "IDENTIFIERS", "USAGE_DATA" ] }, "APP_FUNCTIONALITY": { "title": "App Functionality", "categories": [ "HEALTH_AND_FITNESS", "PURCHASES", "LOCATION", "CONTACT_INFO", "CONTACTS", "USER_CONTENT", "IDENTIFIERS", "USAGE_DATA", "DIAGNOSTICS" ] }, "OTHER_PURPOSES": { "title": "Other Purposes", "categories": [ "HEALTH_AND_FITNESS", "LOCATION", "USER_CONTENT" ] } } }, "DATA_NOT_LINKED_TO_YOU": { "title": "Data Not Linked to You", "categories": [ { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Other Usage Data" ] } ], "purposes": { "ANALYTICS": { "title": "Analytics", "categories": [ "USAGE_DATA" ] } } } }, "in_app_purchases": { "listed": true, "summary": "Yes", "items": [ { "name": "Subscription", "price": "$79.99" }, { "name": "Subscription", "price": "$11.99" }, { "name": "Strava Subscription", "price": "$11.99" }, { "name": "Strava Subscription", "price": "$79.99" }, { "name": "Strava + Runna Subscription", "price": "$149.99" }, { "name": "Strava + Runna Subscription", "price": "$149.99" }, { "name": "1 Month", "price": "$5.99" }, { "name": "Strava Family Plan Subscription", "price": "$139.99" }, { "name": "1 Year", "price": "$59.99" }, { "name": "Runna Standalone Subscription", "price": "$19.99" } ] } }, { "group": "study", "category": "Fitness", "slug": "", "app_id": 301521403, "name": "Nike Training Club", "seller": "Nike, Inc", "primary_genre": "Health & Fitness", "price": 0.0, "formatted_price": "Free", "user_rating_count_us": 282383, "source_url": "https://apps.apple.com/us/app/id301521403", "lookup_url": "https://itunes.apple.com/lookup?id=341232718,426826309,301521403,792750948,297368629,712286167,1037595083,971023427,1027151285,307861492,1038369065,657189652,1495829322,330376830,570244389,1130616675,1459319842,942571931,1010865877,1447330651,911422904,1217456898,1303222868,575756462,771068291,427916203,367003839,904052407,401626263,311035142,410395246,1444383602,1232780281,281796108,1029207872,546473125,570060128,442415567,373493387,734887700,6759058341,6797705436,6797705708,6782965477,6779423270,6778962820,6776832128,6776018933,6776019042,6772382233,6772337103,6771558734,6770110788,6769827971,6770319004,6804466786&country=us", "lookup_fetched_at": "2026-10-17T19:15:21Z", "fetched_at": "2026-10-17T19:15:29Z", "label_status": "ok", "error": "", "privacy": { "DATA_USED_TO_TRACK_YOU": { "title": "Data Used to Track You", "categories": [ { "id": "LOCATION", "title": "Location", "data_types": [ "Coarse Location" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "Device ID" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Product Interaction" ] }, { "id": "SENSITIVE_INFO", "title": "Sensitive Info", "data_types": [ "Sensitive Info" ] } ], "purposes": {} }, "DATA_LINKED_TO_YOU": { "title": "Data Linked to You", "categories": [ { "id": "HEALTH_AND_FITNESS", "title": "Health & Fitness", "data_types": [ "Fitness", "Health" ] }, { "id": "PURCHASES", "title": "Purchases", "data_types": [ "Purchase History" ] }, { "id": "FINANCIAL_INFO", "title": "Financial Info", "data_types": [ "Payment Info" ] }, { "id": "LOCATION", "title": "Location", "data_types": [ "Coarse Location" ] }, { "id": "CONTACT_INFO", "title": "Contact Info", "data_types": [ "Email Address", "Name", "Phone Number", "Physical Address" ] }, { "id": "USER_CONTENT", "title": "User Content", "data_types": [ "Photos or Videos" ] }, { "id": "SEARCH_HISTORY", "title": "Search History", "data_types": [ "Search History" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "Device ID", "User ID" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Product Interaction" ] }, { "id": "SENSITIVE_INFO", "title": "Sensitive Info", "data_types": [ "Sensitive Info" ] }, { "id": "DIAGNOSTICS", "title": "Diagnostics", "data_types": [ "Crash Data", "Performance Data", "Other Diagnostic Data" ] }, { "id": "OTHER", "title": "Other Data", "data_types": [ "Other Data Types" ] } ], "purposes": { "THIRD_PARTY_ADVERTISING": { "title": "Third-Party Advertising", "categories": [ "PURCHASES", "IDENTIFIERS", "USAGE_DATA" ] }, "DEVELOPERS_ADVERTISING": { "title": "Developer’s Advertising or Marketing", "categories": [ "HEALTH_AND_FITNESS", "LOCATION", "CONTACT_INFO", "SEARCH_HISTORY", "IDENTIFIERS", "USAGE_DATA", "OTHER" ] }, "ANALYTICS": { "title": "Analytics", "categories": [ "HEALTH_AND_FITNESS", "SEARCH_HISTORY", "IDENTIFIERS", "USAGE_DATA", "SENSITIVE_INFO", "OTHER" ] }, "PRODUCT_PERSONALIZATION": { "title": "Product Personalization", "categories": [ "PURCHASES", "SEARCH_HISTORY", "IDENTIFIERS", "USAGE_DATA", "SENSITIVE_INFO", "OTHER" ] }, "APP_FUNCTIONALITY": { "title": "App Functionality", "categories": [ "HEALTH_AND_FITNESS", "FINANCIAL_INFO", "LOCATION", "CONTACT_INFO", "USER_CONTENT", "IDENTIFIERS", "USAGE_DATA", "SENSITIVE_INFO", "OTHER" ] }, "OTHER_PURPOSES": { "title": "Other Purposes", "categories": [ "DIAGNOSTICS" ] } } }, "DATA_NOT_LINKED_TO_YOU": { "title": "Data Not Linked to You", "categories": [ { "id": "CONTACTS", "title": "Contacts", "data_types": [ "Contacts" ] } ], "purposes": { "APP_FUNCTIONALITY": { "title": "App Functionality", "categories": [ "CONTACTS" ] } } } }, "in_app_purchases": { "listed": false, "summary": "", "items": [] } }, { "group": "study", "category": "Fitness", "slug": "", "app_id": 792750948, "name": "Peloton: Fitness & Workouts", "seller": "Peloton Interactive, Inc.", "primary_genre": "Health & Fitness", "price": 0.0, "formatted_price": "Free", "user_rating_count_us": 818179, "source_url": "https://apps.apple.com/us/app/id792750948", "lookup_url": "https://itunes.apple.com/lookup?id=341232718,426826309,301521403,792750948,297368629,712286167,1037595083,971023427,1027151285,307861492,1038369065,657189652,1495829322,330376830,570244389,1130616675,1459319842,942571931,1010865877,1447330651,911422904,1217456898,1303222868,575756462,771068291,427916203,367003839,904052407,401626263,311035142,410395246,1444383602,1232780281,281796108,1029207872,546473125,570060128,442415567,373493387,734887700,6759058341,6797705436,6797705708,6782965477,6779423270,6778962820,6776832128,6776018933,6776019042,6772382233,6772337103,6771558734,6770110788,6769827971,6770319004,6804466786&country=us", "lookup_fetched_at": "2026-10-17T19:15:21Z", "fetched_at": "2026-10-17T19:15:32Z", "label_status": "ok", "error": "", "privacy": { "DATA_USED_TO_TRACK_YOU": { "title": "Data Used to Track You", "categories": [ { "id": "PURCHASES", "title": "Purchases", "data_types": [ "Purchase History" ] }, { "id": "LOCATION", "title": "Location", "data_types": [ "Coarse Location" ] }, { "id": "OTHER", "title": "Other Data", "data_types": [ "Other Data Types" ] } ], "purposes": {} }, "DATA_LINKED_TO_YOU": { "title": "Data Linked to You", "categories": [ { "id": "CONTACT_INFO", "title": "Contact Info", "data_types": [ "Email Address" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Product Interaction" ] } ], "purposes": { "THIRD_PARTY_ADVERTISING": { "title": "Third-Party Advertising", "categories": [ "USAGE_DATA" ] }, "DEVELOPERS_ADVERTISING": { "title": "Developer’s Advertising or Marketing", "categories": [ "CONTACT_INFO", "USAGE_DATA" ] }, "ANALYTICS": { "title": "Analytics", "categories": [ "USAGE_DATA" ] }, "APP_FUNCTIONALITY": { "title": "App Functionality", "categories": [ "USAGE_DATA" ] } } }, "DATA_NOT_LINKED_TO_YOU": { "title": "Data Not Linked to You", "categories": [ { "id": "PURCHASES", "title": "Purchases", "data_types": [ "Purchase History" ] }, { "id": "LOCATION", "title": "Location", "data_types": [ "Coarse Location" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "User ID" ] }, { "id": "DIAGNOSTICS", "title": "Diagnostics", "data_types": [ "Performance Data" ] }, { "id": "OTHER", "title": "Other Data", "data_types": [ "Other Data Types" ] } ], "purposes": { "THIRD_PARTY_ADVERTISING": { "title": "Third-Party Advertising", "categories": [ "PURCHASES", "LOCATION", "OTHER" ] }, "DEVELOPERS_ADVERTISING": { "title": "Developer’s Advertising or Marketing", "categories": [ "PURCHASES", "LOCATION", "IDENTIFIERS", "DIAGNOSTICS", "OTHER" ] }, "ANALYTICS": { "title": "Analytics", "categories": [ "IDENTIFIERS", "DIAGNOSTICS", "OTHER" ] }, "PRODUCT_PERSONALIZATION": { "title": "Product Personalization", "categories": [ "LOCATION" ] }, "APP_FUNCTIONALITY": { "title": "App Functionality", "categories": [ "DIAGNOSTICS", "OTHER" ] } } } }, "in_app_purchases": { "listed": true, "summary": "Yes", "items": [ { "name": "Peloton App One Monthly", "price": "$15.99" }, { "name": "Peloton App One Monthly", "price": "$15.99" }, { "name": "Peloton App+ Monthly", "price": "$28.99" }, { "name": "Peloton App One Monthly", "price": "$15.99" }, { "name": "Peloton App One Monthly", "price": "$15.99" }, { "name": "Peloton App+ Monthly", "price": "$28.99" }, { "name": "Peloton App One Monthly", "price": "$15.99" }, { "name": "Peloton App+ Annual", "price": "$289.00" }, { "name": "Peloton App+ Annual", "price": "$289.00" }, { "name": "Peloton App One Annual", "price": "$159.00" } ] } }, { "group": "study", "category": "Fitness", "slug": "", "app_id": 297368629, "name": "Lose It! – Calorie Counter", "seller": "FitNow, Inc.", "primary_genre": "Health & Fitness", "price": 0.0, "formatted_price": "Free", "user_rating_count_us": 781281, "source_url": "https://apps.apple.com/us/app/id297368629", "lookup_url": "https://itunes.apple.com/lookup?id=341232718,426826309,301521403,792750948,297368629,712286167,1037595083,971023427,1027151285,307861492,1038369065,657189652,1495829322,330376830,570244389,1130616675,1459319842,942571931,1010865877,1447330651,911422904,1217456898,1303222868,575756462,771068291,427916203,367003839,904052407,401626263,311035142,410395246,1444383602,1232780281,281796108,1029207872,546473125,570060128,442415567,373493387,734887700,6759058341,6797705436,6797705708,6782965477,6779423270,6778962820,6776832128,6776018933,6776019042,6772382233,6772337103,6771558734,6770110788,6769827971,6770319004,6804466786&country=us", "lookup_fetched_at": "2026-10-17T19:15:21Z", "fetched_at": "2026-10-17T19:15:34Z", "label_status": "ok", "error": "", "privacy": { "DATA_USED_TO_TRACK_YOU": { "title": "Data Used to Track You", "categories": [ { "id": "CONTACT_INFO", "title": "Contact Info", "data_types": [ "Email Address" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "Device ID" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Product Interaction", "Advertising Data" ] } ], "purposes": {} }, "DATA_LINKED_TO_YOU": { "title": "Data Linked to You", "categories": [ { "id": "HEALTH_AND_FITNESS", "title": "Health & Fitness", "data_types": [ "Health", "Fitness" ] }, { "id": "CONTACT_INFO", "title": "Contact Info", "data_types": [ "Email Address", "Name" ] }, { "id": "USER_CONTENT", "title": "User Content", "data_types": [ "Photos or Videos", "Customer Support" ] }, { "id": "IDENTIFIERS", "title": "Identifiers", "data_types": [ "Device ID", "User ID" ] }, { "id": "USAGE_DATA", "title": "Usage Data", "data_types": [ "Product Interaction", "Advertising Data" ] }, { "id": "SENSITIVE_INFO", "title": "Sensitive Info", "data_types": [ "Sensitive Info" ] }, { "id": "DIAGNOSTICS", "title": "Diagnostics", "data_types": [ "Crash Data", "Performance Data", "Other Diagnostic Data" ] } ], "purposes": { "THIRD_PARTY_ADVERTISING": { "title": "Third-Party Advertising", "categories": [ "CONTACT_INFO", "IDENTIFIERS", "USAGE_DATA" ] }, "DEVELOPERS_ADVERTISING": { "title": "Developer’s Advertising or Marketing", "categories": [ "CONTACT_INFO", "IDENTIFIERS", "USAGE_DATA" ] }, "ANALYTICS": { "title": "Analytics", "categories": [ "HEALTH_AND_FITNESS", "CONTACT_INFO", "IDENTIFIERS", "USAGE_DATA" ] }, "PRODUCT_PERSONALIZATION": { "title": "Product Personalization", "categories": [ "HEALTH_AND_FITNESS", "CONTACT_INFO", "USAGE_DATA", "SENSITIVE_INFO" ] }, "APP_FUNCTIONALITY": { "title": "App Functionality", "categories": [ "HEALTH_AND_FITNESS", "CONTACT_INFO", "USER_CONTENT", "IDENTIFIERS", "USAGE_DATA", "DIAGNOSTICS" ] }, "OTHER_PURPOSES": { "title": "Other Purposes", "categories": [ "USER_CONTENT" ] } } } }, "in_app_purchases": { "listed": true, "summary": "Yes", "items": [ { "name": "Lose It! 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