Advanced sentiment analysis and clustering into 18+ specific topics optimized for the mobile industry based on app reviews on Apple App Store.
Example Request
This request can also be imported into Postman.
Check out our Postman integration guide.
Example Response
{
"artworkUrl100": "https://is4-ssl.mzstatic.com/image/thumb/Purple126/v4/da/ba/46/daba4661-bf0b-6af3-0f75-4c42758c6704/AppIcon-0-0-1x_U007emarketing-0-0-0-9-0-0-sRGB-0-0-0-GLES2_U002c0-512MB-85-220-0-0.png/100x100bb.jpg",
"artworkUrl512": "https://is4-ssl.mzstatic.com/image/thumb/Purple126/v4/da/ba/46/daba4661-bf0b-6af3-0f75-4c42758c6704/AppIcon-0-0-1x_U007emarketing-0-0-0-9-0-0-sRGB-0-0-0-GLES2_U002c0-512MB-85-220-0-0.png/512x512bb.jpg",
"averageUserRating": 4.49612,
"bundleId": "com.mojang.minecraftpe",
"formattedPrice": "$6.99",
"sellerName": "Mojang AB",
"trackCensoredName": "Minecraft",
"trackId": 479516143,
"userRatingCount": 590089,
"market_source": "ITUNES",
"market_status": "PUBLISHED",
"topics": [
{
"positive": 0.6966388035751213,
"topic_name": "Update",
"negative": 0.3033611964248787,
"reviews": 39865,
"average_rating": 3.9548225260253353,
"topic_id": "update",
"reviews_percentage": 0.28325280659371893
},
{
"positive": 0.5640460383303392,
"topic_name": "Stability",
"negative": 0.4359539616696608,
"reviews": 26735,
"average_rating": 3.4292126426033303,
"topic_id": "stability",
"reviews_percentage": 0.1899602103168964
},
{
"positive": 0.20958747945647094,
"topic_name": "User Interface & UX",
"negative": 0.7904125205435291,
"reviews": 14511,
"average_rating": 3.661153607608022,
"topic_id": "user_interface",
"reviews_percentage": 0.10310501634219127
},
{
"positive": 0.39326041811694773,
"topic_name": "General Feedback",
"negative": 0.6067395818830523,
"reviews": 13722,
"average_rating": 4.59983967351698,
"topic_id": "general_feedback",
"reviews_percentage": 0.09749893420491686
},
{
"positive": 0.6863395234196074,
"topic_name": "Signup & Login",
"negative": 0.31366047658039264,
"reviews": 12112,
"average_rating": 3.4954590488771466,
"topic_id": "signup_experience",
"reviews_percentage": 0.08605940031263322
},
{
"positive": 0.5480633388506028,
"topic_name": "Pricing & Payments",
"negative": 0.45193666114939723,
"reviews": 8333,
"average_rating": 3.267010680427217,
"topic_id": "pricing_payments",
"reviews_percentage": 0.05920846951826062
},
{
"positive": 0.4474383306919326,
"topic_name": "Audio",
"negative": 0.5525616693080674,
"reviews": 5087,
"average_rating": 3.9858462748181624,
"topic_id": "audio",
"reviews_percentage": 0.03614466391928378
},
{
"positive": 0.7514585696578128,
"topic_name": "Video",
"negative": 0.24854143034218723,
"reviews": 4924,
"average_rating": 4.202071486596259,
"topic_id": "video",
"reviews_percentage": 0.03498649992894699
},
{
"positive": 0.5622024243772317,
"topic_name": "Connectivity",
"negative": 0.43779757562276833,
"reviews": 4616,
"average_rating": 3.448006932409014,
"topic_id": "connectivity",
"reviews_percentage": 0.03279806735824925
},
{
"positive": 0.6944552770092405,
"topic_name": "Translation & Internationalization",
"negative": 0.3055447229907595,
"reviews": 1921,
"average_rating": 4.336283185840708,
"topic_id": "translation_internationalization",
"reviews_percentage": 0.01364928236464402
},
{
"positive": 0.7967045284737094,
"topic_name": "Uninstall",
"negative": 0.20329547152629057,
"reviews": 1727,
"average_rating": 3.354950781702374,
"topic_id": "uninstall",
"reviews_percentage": 0.01227085405712661
},
{
"positive": 0.48801147940028644,
"topic_name": "Resource Usage",
"negative": 0.5119885205997136,
"reviews": 1707,
"average_rating": 3.7967193907439953,
"topic_id": "resource_usage",
"reviews_percentage": 0.01212874804604234
},
{
"positive": 0.7356727073221537,
"topic_name": "Device Compatibility",
"negative": 0.26432729267784627,
"reviews": 1592,
"average_rating": 3.869974874371858,
"topic_id": "device_compatibility",
"reviews_percentage": 0.0113116384823078
},
{
"positive": 0.6738262700467806,
"topic_name": "Privacy",
"negative": 0.32617372995321936,
"reviews": 1473,
"average_rating": 4.194161575016971,
"topic_id": "privacy",
"reviews_percentage": 0.0104661077163564
},
{
"positive": 0.6031210331720893,
"topic_name": "Notifications & Alerts",
"negative": 0.3968789668279107,
"reviews": 1171,
"average_rating": 3.84799316823228,
"topic_id": "notification_alerts",
"reviews_percentage": 0.00832030694898394
},
{
"positive": 0.8511769643516953,
"topic_name": "Advertising",
"negative": 0.14882303564830468,
"reviews": 621,
"average_rating": 4.499194847020931,
"topic_id": "advertising",
"reviews_percentage": 0.00441239164416654
},
{
"positive": 0.6716109745468032,
"topic_name": "Tutorial",
"negative": 0.3283890254531968,
"reviews": 520,
"average_rating": 4.405769230769231,
"topic_id": "tutorial",
"reviews_percentage": 0.00369475628819099
},
{
"positive": 0.6301096934282282,
"topic_name": "Location Services",
"negative": 0.3698903065717718,
"reviews": 103,
"average_rating": 4.485436893203883,
"topic_id": "location_services",
"reviews_percentage": 0.00073184595708398
}
],
"number_topics": 18,
"total_reviews": 140740
}