Everyone ships Firebase. What makes Shopping different is the stack underneath: RootBeer, Google Wallet, ML Kit Barcode Scanning and 6 more, ranked by how much more often they appear here than in the rest of the catalog.
Catalog-wide staples like Google Sign-In and Firebase are filtered out by design. Each SDK below is at least 1.5× more likely to ship in a Shopping app than elsewhere.
Raw adoption inside the category against adoption everywhere else. SDKs marked baseline ship in most apps regardless of category.
Build framework detected by static analysis across all 35 apps in this category. Native Android leads at 51%.
Click any card for the full framework breakdown, SDK list, and permission profile.
Last analyzedAnalysis dates reflect when each app was last scanned.
Across 35 analyzed Shopping apps, the SDKs that stand out most against the rest of the catalog are RootBeer, Google Wallet and ML Kit Barcode Scanning. RootBeer appears in 12 of 35 Shopping apps.
Native Android leads the category, used by 18 of 35 analyzed Shopping apps.
35 Shopping apps, with an average of 11.5 SDKs each, against 10.0 across the whole catalog.
FlyTrap ranks SDKs by how much more often they appear in Shopping apps than in the rest of the catalog, not by raw popularity. That filters out staples like Firebase and surfaces the integrations specific to Shopping.
AdColony, Helpshift +7 Productivity 41 apps 
AppAuth, Notifee +7 Weather 41 apps 
Firebase Crashlytics, RevenueCat +1 Business 39 apps 
Realm Database, AppAuth +7 Travel & Local 39 apps 
PostHog, Segment +7 News & Magazines 37 apps Firebase Auth, Datadog RUM +2 Events 35 apps 
InAppBrowser, OneSignal +4 Health & Fitness 35 apps 
Rive, Alipay +7 Entertainment 34 apps 
Realm Database, Agora +7 Food & Drink 34 apps 
AWS Amplify, Braze +7 Tools 34 apps 
Bigo Ads, Google ARCore +2 Adventure 32 apps Start.io, Google ARCore +7 Music & Audio 32 apps 
MoEngage, Snap Kit +7 Photography 32 apps 
Alipay, Adjust +4 Social 32 apps 
Xiaomi Push (MiPush), Lynx +7 Casino 31 apps OneSignal, Huawei AGConnect +7 Lifestyle 31 apps Bugsnag, Facebook Gaming Services +7 Maps & Navigation 31 apps 
Google Wallet, TensorFlow Lite +7 Medical 31 apps Segment, ML Kit Code Scanner +7 Arcade 30 apps 
ByteDance Pangle, Huawei HMS Core +2 Art & Design 30 apps RevenueCat, Amplitude Auto & Vehicles 30 apps InAppBrowser, Huawei AGConnect +5 Beauty 30 apps 
Branch, MMKV +6 Board 30 apps Agora, Helpshift +7 Casual 30 apps 
Bugsnag, SuperAwesome +7 Comics 30 apps 
Umeng Analytics, Tapjoy +7 Communication 30 apps 
Web3j, ML Kit Text Recognition +7 Dating 30 apps 
ML Kit Face Detection, Sentry Session Replay +7 Educational 30 apps 
Unity Engine, FMOD +7 House & Home 30 apps Umeng Analytics, AppMetrica +7 Libraries & Demo 30 apps 
Intercom, Adapty +7 Puzzle 30 apps 
ByteDance Pangle, Huawei HMS Core +5 Role Playing 30 apps FMOD, Unity Engine +2 Simulation 30 apps FMOD, Unity Engine +7 Trivia 30 apps 
SafeDK, FMOD +7 Word 30 apps FMOD, Unity Engine +7 Strategy 29 apps Adjust, InAppBrowser +1 Video Players & Editors 29 apps TaurusX, Start.io +7 Personalization 28 apps 
AppsFlyer, Google Play Integrity +5 Racing 4 apps FMOD, Unity Engine +7 
