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App Store SERPs Database

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The App Store SERPs Database encompasses millions of App Store search result pages with related app data.

This database is available in JSON format only.

Click here to download a database sample for the US location, English language.

The database in JSON contains data structured like in the example below:



{
  "keyword": "100 push-ups a day challenge",
  "location": 2840,
  "language": "en",
  "keyword_info": {
    "search_volume": 10,
    "time_update": "2022-06-07T18:14:49.5631353Z"
  },
  "serp_info": {
    "check_url": null,
    "items_count": 7,
    "se_results_count": 8,
    "time_update": "2022-06-02T02:16:07.4999155Z",
    "serp": [
      {
        "type": "app_store_search_organic",
        "rank_group": 1,
        "rank_absolute": 1,
        "position": "left",
        "app_id": "1478401895",
        "title": "30 Day Fitness Workout at Home",
        "url": "https://apps.apple.com/us/app/30-day-fitness-workout-at-home/id1478401895",
        "icon": "https://is2-ssl.mzstatic.com/image/thumb/Purple113/v4/c4/2e/40/c42e4054-9efd-3208-e1f1-6b67757f98f4/AppIcon-0-0-1x_U007emarketing-0-0-0-7-0-0-sRGB-0-0-0-GLES2_U002c0-512MB-85-220-0-0.png/512x512bb.jpg",
        "reviews_count": 2652,
        "rating": {
          "rating_type": "Max5",
          "value": 4.73492,
          "votes_count": 2652,
          "rating_max": 5
        },
        "is_free": true,
        "price": {
          "current": 0,
          "regular": null,
          "max_value": null,
          "currency": "USD",
          "is_price_range": false,
          "displayed_price": null
        }
      },
      {
        "type": "app_store_search_organic",
        "rank_group": 2,
        "rank_absolute": 2,
        "position": "left",
        "app_id": "1533599989",
        "title": "30 Day Fitness - 100 Push-Ups",
        "url": "https://apps.apple.com/us/app/30-day-fitness-100-push-ups/id1533599989",
        "icon": "https://is2-ssl.mzstatic.com/image/thumb/Purple114/v4/6c/6c/9c/6c6c9cd6-057e-862b-9ece-a256c02ae789/AppIcon-1x_U007emarketing-0-6-0-85-220.png/512x512bb.jpg",
        "reviews_count": null,
        "rating": {
          "rating_type": "Max5",
          "value": null,
          "votes_count": null,
          "rating_max": 5
        },
        "is_free": false,
        "price": {
          "current": 0.99,
          "regular": null,
          "max_value": null,
          "currency": "USD",
          "is_price_range": false,
          "displayed_price": null
        }
      },
      {
        "type": "app_store_search_organic",
        "rank_group": 3,
        "rank_absolute": 3,
        "position": "left",
        "app_id": "1117082507",
        "title": "Push Up Counter Trainer",
        "url": "https://apps.apple.com/us/app/push-up-counter-trainer/id1117082507",
        "icon": "https://is3-ssl.mzstatic.com/image/thumb/Purple124/v4/d5/a5/1d/d5a51dcb-f79a-3473-188c-1e94391bb29b/AppIcon-0-0-1x_U007emarketing-0-0-0-4-0-85-220.jpeg/512x512bb.jpg",
        "reviews_count": 11,
        "rating": {
          "rating_type": "Max5",
          "value": 4.72727,
          "votes_count": 11,
          "rating_max": 5
        },
        "is_free": true,
        "price": {
          "current": 0,
          "regular": null,
          "max_value": null,
          "currency": "USD",
          "is_price_range": false,
          "displayed_price": null
        }
      },
      {
        "type": "app_store_search_organic",
        "rank_group": 4,
        "rank_absolute": 4,
        "position": "left",
        "app_id": "985834424",
        "title": "Pushups 100 - 30 days workout challenge",
        "url": "https://apps.apple.com/us/app/pushups-100-30-days-workout-challenge/id985834424",
        "icon": "https://is4-ssl.mzstatic.com/image/thumb/Purple7/v4/e5/ae/b1/e5aeb18e-cf20-4ccb-d34b-15fbd972cb8c/pr_source.png/512x512bb.jpg",
        "reviews_count": 5,
        "rating": {
          "rating_type": "Max5",
          "value": 3.4,
          "votes_count": 5,
          "rating_max": 5
        },
        "is_free": false,
        "price": {
          "current": 1.99,
          "regular": null,
          "max_value": null,
          "currency": "USD",
          "is_price_range": false,
          "displayed_price": null
        }
      },
      {
        "type": "app_store_search_organic",
        "rank_group": 5,
        "rank_absolute": 5,
        "position": "left",
        "app_id": "1551689072",
        "title": "push ups plank arms push up",
        "url": "https://apps.apple.com/us/app/push-ups-plank-arms-push-up/id1551689072",
        "icon": "https://is1-ssl.mzstatic.com/image/thumb/Purple114/v4/37/50/7d/37507dec-4a7f-efd2-0390-b92c2fc13bca/AppIcon-0-0-1x_U007emarketing-0-0-0-7-0-0-sRGB-0-0-0-GLES2_U002c0-512MB-85-220-0-0.png/512x512bb.jpg",
        "reviews_count": 2,
        "rating": {
          "rating_type": "Max5",
          "value": null,
          "votes_count": 2,
          "rating_max": 5
        },
        "is_free": true,
        "price": {
          "current": 0,
          "regular": null,
          "max_value": null,
          "currency": "USD",
          "is_price_range": false,
          "displayed_price": null
        }
      },
      {
        "type": "app_store_search_organic",
        "rank_group": 6,
        "rank_absolute": 6,
        "position": "left",
        "app_id": "1534230980",
        "title": "30 Day Fitness - 100 Sit Ups",
        "url": "https://apps.apple.com/us/app/30-day-fitness-100-sit-ups/id1534230980",
        "icon": "https://is4-ssl.mzstatic.com/image/thumb/Purple114/v4/c5/78/8e/c5788eab-e7d1-e76f-d115-97d473b705e7/AppIcon-1x_U007emarketing-0-6-0-85-220.png/512x512bb.jpg",
        "reviews_count": null,
        "rating": {
          "rating_type": "Max5",
          "value": null,
          "votes_count": null,
          "rating_max": 5
        },
        "is_free": false,
        "price": {
          "current": 0.99,
          "regular": null,
          "max_value": null,
          "currency": "USD",
          "is_price_range": false,
          "displayed_price": null
        }
      },
      {
        "type": "app_store_search_organic",
        "rank_group": 7,
        "rank_absolute": 7,
        "position": "left",
        "app_id": "1121042545",
        "title": "Biceps & Triceps Arm Workout",
        "url": "https://apps.apple.com/us/app/biceps-triceps-arm-workout/id1121042545",
        "icon": "https://is1-ssl.mzstatic.com/image/thumb/Purple71/v4/02/e4/9b/02e49b47-86ee-3cf6-345c-e14ba00797a5/mzl.kfhiwrly.png/512x512bb.jpg",
        "reviews_count": 3,
        "rating": {
          "rating_type": "Max5",
          "value": 3.33333,
          "votes_count": 3,
          "rating_max": 5
        },
        "is_free": false,
        "price": {
          "current": 0.99,
          "regular": null,
          "max_value": null,
          "currency": "USD",
          "is_price_range": false,
          "displayed_price": null
        }
      }
    ]
  }
}

Description of the fields in the database:

Field name Type Description
keyword string keyword
UTF-8 encoding applies
location integer location code
unique identifier of the corresponding location
example:
2840 corresponds to the United States
language string language code
unique identifier of the language available for the corresponding location
example:
en corresponds to English
keyword_info object keyword data for the returned keyword
    search_volume integer average monthly search volume rate
represents the approximate number of searches for the given keyword on App Store
    time_update string date and time when keyword data was last updated
in the ISO 8601 format: “YYYY-MM-DDThh:mm:ss.sssssssZ”
example:
2020-09-12T00:07:43.0733218Z
serp_info object SERP data available for the returned keyword
    check_url string direct URL to search engine results
you can use it to make sure that we provided exact results
    items_count integer the number of results returned in the serp array
    se_results_count integer total number of results in SERP
    time_update string date and time when SERP data was last updated
in the ISO 8601 format: “YYYY-MM-DDThh:mm:ss.sssssssZ”
example:
2020-09-12T00:07:43.0733218Z
    serp array contains data on the SERP elements found for the returned keyword
            ‘app_store_search_organic’ element in SERP
        type string type of element = ‘app_store_search_organic’
        rank_group integer position within a group of elements with identical type values
positions of elements with different type values are omitted from rank_group
        rank_absolute integer absolute rank among all the listed apps
absolute position among all apps on the list
        position string the alignment of the element in SERP
can take the following values: left
        app_id string ID of the returned app
        title string title of the returned app
        url string URL to the app page on App Store
        icon string URL to the app icon
        reviews_count integer the total number of reviews the app has
        rating object average rating of the app
            rating_type string the type of the rating
can take the following values: Max5
            value float the value of the rating
            votes_count integer the amount of feedback
in this case, the value will be null
            rating_max integer the maximum value for a rating_type
the maximum value for Max5 is 5
        is_free boolean indicates whether the app is free
        price object price of the app
            current float current price
refers to the current price indicated in the element
            regular float regular price
refers to the regular price indicated in the element
            max_value float the maximum price
refers to the maximum price indicated in the element
            currency string currency of the listed price
ISO code of the currency applied to the price
            is_price_range boolean price is provided as a range
indicates whether a price is provided in a range
            displayed_price string price string in the result
raw price string as provided in the result

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