Smart Discovery API reference

Learn how to make a Smart Discovery API request to retrieve Smart Discovery data.

For more information about Smart Discovery, see Feature: Smart Discovery.

Requests

URL

The URL for Smart Discovery API requests is https://<platform_instance>/smartDiscoveryApi?method=fetch, where <platform_instance> is the domain name of your Frosmo Platform instance.

To get the URL for your Frosmo Platform instance:

1. Log in to the Frosmo Control Panel, and select your site.

2. In the header, click your username, and select API Access.

3. In the Smart Discovery section, copy the URL.

   

Authentication

The Smart Discovery API does not require authentication.

Methods

The Smart Discovery API supports the GET HTTP method for retrieving Smart Discovery data.

Syntax

To retrieve Smart Discovery data, make the following GET request:

GET https://<platform_instance>/smartDiscoveryApi?method=fetch&
    origin=<site_origin>&
    pageType=<page_type>&
    context=<page_context>&
    cookieId=<local_frosmo_id>

Parameters

Query parameters for Smart Discovery API requests

Parameter	Description	Type	Role	Example
method	Request type. Use the value fetch.	String	Required	method=fetch
origin	Site origin. To find out your site's origin, see Getting your site origin.	String	Required	origin=shop_company_com
pageType	Type of the page for which to retrieve the Smart Discovery data. The possible values are: brand: The API returns the Smart Discovery data for a brand page. The specific brand page must be defined in the context parameter. category: The API returns the Smart Discovery data for a category page. The specific category page must be defined in the context parameter. home: The API returns the Smart Discovery data for the site home page.	String	Required	pageType=home
context	Contextual information about the page where the API request is made. The information allows the API to return the correct Smart Discovery data for the page. The exact information required depends on the page type. The value is a JSON object containing a single page property: the page context object.	Object See Page context object.	Required	# Home page context context={ "page": { "type": "home" } } # Category page context context={ "page": { "type": "category", "category": { "categories": [ "Fashion/Shoes" ] } } }
cookieId	Frosmo ID of the visitor who sees the Smart Discovery. The platform uses the ID to sort the collections in the Smart Discovery data based on the visitor's affinities. To get the ID, see Getting a visitor's Frosmo ID.	String	Required	cookieId=dsr77t.kstzihlx
limit	Maximum number of collections to return in the Smart Discovery data. The API returns the top collections by relevance (as determined by item popularity and the visitor's affinities). The minimum value is 1. There is no maximum value. The default value is 20.	Number	Optional	limit=10
profile	Define the visitor's profiling choice if the site uses selective profiling. The choice determines whether the API returns Smart Discovery data that is personalized for the visitor. The possible values are: opt-in: The visitor has opted in to seeing personalized, targeted content. opt-out: The visitor has opted out of seeing personalized, targeted content. Empty: The visitor has not made their profiling choice. The default value is empty. Each visitor's profiling choice is stored in their context. You can get the choice using the frosmo.easy.profile.get() function. note You must always define this parameter on a site that uses selective profiling. Never define this parameter on a site that does not use selective profiling. How the profiling choice works If you set the value to opt-in or empty, the API returns the Smart Discovery data normally. If you set the value to opt-out, the API returns the baseline Smart Discovery data, meaning the platform does not sort the collections in the data based on the visitor's affinities.	String	Optional	profile=opt-out
debug	Define whether to return debugging information about the request. warning Use the debugging information only for development and testing purposes. Do not use the information in production, since Frosmo does not guarantee that the information structure and content will remain the same. The debugging information consists of: Affinity profile of the visitor specified by the cookieId parameter Additional details about the request, such as issues that did not cause the request to fail but that may indicate a problem The possible values are: false: Do not return debugging information. true: Return debugging information. The default value is false.	Boolean	Optional	debug=true

Page context object

The following table describes the page object of the context parameter value. The page object provides contextual information about the page where the API request is made.

Page context object properties

Property	Description	Type	Role	Example
type	Type of the page where the API request is made. The possible values are: brand: The API request is made on a brand page. category: The API request is made on a category page. home: The API request is made on the site home page. note The value must match the pageType parameter value.	String	Required	"type": "category"
brand	Contextual information about the brand page where the API request is made. This property is required only if the type property is set to brand.	Brand page context object	Required	"brand": { "name": "Wakita" }
category	Contextual information about the category page where the API request is made. This property is required only if the type property is set to category.	Category page context object	Required	"category": { "categories": [ "Fashion/Shoes" ] }

Brand page context object

The following table describes the brand object of the page context object. The brand object provides contextual information about the brand page where the API request is made.

Brand page context object properties

Property	Description	Type	Role	Example
name	Name of the brand. Smart Discovery uses exact matching to check the brand name against brand-based discoveries generated for the site. For example, if the current brand page is Wakita, the API only returns the discovery whose brand name is exactly "Wakita". The API does not return discoveries for, for example, Wakita Industrial or Wakita Tools. For more information about the returned data, see Responses.	String	Required	"name": "Wakita"

Category page context object

The following table describes the category object of the page context object. The category object provides contextual information about the category page where the API request is made.

Category page context object properties

Property	Description	Type	Role	Example
categories	Names of the categories whose items are shown on the category page where the API request is made. Smart Discovery only uses the first name in the array. Make sure the first name is the category whose Smart Discovery data you want to retrieve. Smart Discovery uses "starts with" partial matching to check the category name against category-based discoveries generated for the site. For example: If the current category page is Fashion, the API returns all discoveries whose category name starts with "Fashion", such as Fashion, Fashion/Shoes, and Fashion/Shoes/Sneakers. If the current category page is Fashion/Shoes, the API returns all discoveries whose category name starts with "Fashion/Shoes", such as Fashion/Shoes and Fashion/Shoes/Sneakers. For more information about the returned data, see Responses.	Array of strings	Required	"categories": [ "Fashion/Shoes" ]

Request examples

Example: Retrieve selection data for the home page

GET https://inpref.com/smartDiscoveryApi?method=fetch&
    origin=shop_company_com&
    pageType=home&
    context={
      "page": {
        "type": "home"
      }
    }&
    cookieId=dsr77t.kstzihlx

Example: Retrieve selection data for a category page

GET https://inpref.com/smartDiscoveryApi?method=fetch&
    origin=shop_company_com&
    pageType=category&
    context={
      "page": {
        "type": "category",
        "category": {
          "categories": [
            "Fashion/Shoes"
          ]
        }
      }
    }&
    cookieId=dsr77t.kstzihlx

Example: Retrieve selection data for a category page with a custom collections limit

GET https://inpref.com/smartDiscoveryApi?method=fetch&
    origin=shop_company_com&
    pageType=category&
    context={
      "page": {
        "type": "category",
        "category": {
          "categories": [
            "Fashion/Shoes"
          ]
        }
      }
    }&
    cookieId=dsr77t.kstzihlx&
    limit=10

Responses

Success

On a success, the Smart Discovery API returns the requested Smart Discovery data in a JSON object. The response status code is 200.

The response object contains the following root properties:

• data: Smart Discovery data as an array of objects, where each object contains the details of a single Smart Discovery. An object contains the following properties:

  • pageType: Type of the page whose Smart Discovery data was returned.

  • attributeValue: Name of the brand or category whose Smart Discovery data was returned. The name matches the name passed in the corresponding page context object. If pageType is home, the value is empty.

  • items: Smart Discovery data as an array of objects, where each object contains the details of a single Smart Discovery collection. The collections are in descending order of relevance (as determined by item popularity and the visitor's affinities). Use the details to build and render the individual collections in a Smart Discovery web page element.

    note

    For categories:

    • If the category name passed in the category page context object matched a single discovery, the data contains the collections from that discovery.

    • If the category name passed in the category page context object matched multiple discoveries, the data contains the collections from all the discoveries ranked by weight and with duplicate collections removed.

    note

    If two collections have the same image value, the API considers them duplicates and removes the collection with the lower weight (a measure of item popularity).

• debug: Object containing the debugging information. This property is included only when the debug parameter is set to true in the request.

Response structure without debugging information

{
  "data": [{
    "pageType": "<page_type>",
    "attributeValue": "<category_name | empty>",
    "items": [
      {<collection 1 data>},
      {<collection 2 data>},
      ...
      {<collection n data>}
    ]
  }]
}

Response structure with debugging information

{
  "data": [{
    "pageType": "<page_type>",
    "attributeValue": "<category_name | empty>",
    "items": [
      {<collection 1 data>},
      {<collection 2 data>},
      ...
      {<collection n data>}
    ]
  }],
  "debug": {
    <debugging information>
  }
}

Success examples

The following two examples show the same response without and with debugging information.

Example: Response with selection data only

{
  "data": [
    {
      "pageType": "home",
      "attributeValue": "",
      "items": [
        {
          "query": "Wakita Drills",
          "title": "Wakita Drills",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-4.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Drills"
          },
          "weight": 59
        },
        {
          "query": "Wakita Woodworking",
          "title": "Wakita Woodworking",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-1.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Woodworking"
          },
          "weight": 57
        },
        {
          "query": "Wakita Saws",
          "title": "Wakita Saws",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-2.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Saws"
          },
          "weight": 50
        },
        {
          "query": "Wakita Large Tools",
          "title": "Wakita Large Tools",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-6.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Large Tools"
          },
          "weight": 49
        },
        {
          "query": "Wakita Plumbing",
          "title": "Wakita Plumbing",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-8.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Plumbing"
          },
          "weight": 48
        },
        {
          "query": "Wakita Wrenches and Pliers",
          "title": "Wakita Wrenches and Pliers",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-5.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Wrenches and Pliers"
          },
          "weight": 42
        },
        {
          "query": "Sawyer Saws",
          "title": "Sawyer Saws",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-3.jpg",
          "affinity": 1280,
          "facets": {
            "brand": "Sawyer",
            "subcategory": "Saws"
          },
          "weight": 40
        },
        {
          "query": "Cakita Drills",
          "title": "Cakita Drills",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-16.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Drills"
          },
          "weight": 37
        },
        {
          "query": "Cakita Woodworking",
          "title": "Cakita Woodworking",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-15.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Woodworking"
          },
          "weight": 35
        },
        {
          "query": "Cakita Compressors",
          "title": "Cakita Compressors",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-14.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Compressors"
          },
          "weight": 31
        },
        {
          "query": "Cakita Large Tools",
          "title": "Cakita Large Tools",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-13.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Large Tools"
          },
          "weight": 25
        },
        {
          "query": "Cakita Wrenches and Pliers",
          "title": "Cakita Wrenches and Pliers",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-9.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Wrenches and Pliers"
          },
          "weight": 23
        },
        {
          "query": "Cakita Kits",
          "title": "Cakita Kits",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-11.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Kits"
          },
          "weight": 19
        },
        {
          "query": "Cakita Chain Saws",
          "title": "Cakita Chain Saws",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-12.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Chain Saws"
          },
          "weight": 14
        },
        {
          "query": "Cakita Plumbing",
          "title": "Cakita Plumbing",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-10.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Plumbing"
          },
          "weight": 9
        },
        {
          "query": "Wrenchy Wrenches and Pliers",
          "title": "Wrenchy Wrenches and Pliers",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-7.jpg",
          "affinity": 0,
          "facets": {
            "brand": "Wrenchy",
            "subcategory": "Wrenches and Pliers"
          },
          "weight": 5
        }
      ]
    }
  ]
}

Example: Response with selection data and debugging information

{
  "data": [
    {
      "pageType": "home",
      "attributeValue": "",
      "items": [
        {
          "query": "Wakita Drills",
          "title": "Wakita Drills",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-4.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Drills"
          },
          "weight": 59
        },
        {
          "query": "Wakita Woodworking",
          "title": "Wakita Woodworking",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-1.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Woodworking"
          },
          "weight": 57
        },
        {
          "query": "Wakita Saws",
          "title": "Wakita Saws",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-2.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Saws"
          },
          "weight": 50
        },
        {
          "query": "Wakita Large Tools",
          "title": "Wakita Large Tools",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-6.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Large Tools"
          },
          "weight": 49
        },
        {
          "query": "Wakita Plumbing",
          "title": "Wakita Plumbing",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-8.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Plumbing"
          },
          "weight": 48
        },
        {
          "query": "Wakita Wrenches and Pliers",
          "title": "Wakita Wrenches and Pliers",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-5.jpg",
          "affinity": 6880,
          "facets": {
            "brand": "Wakita",
            "subcategory": "Wrenches and Pliers"
          },
          "weight": 42
        },
        {
          "query": "Sawyer Saws",
          "title": "Sawyer Saws",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-3.jpg",
          "affinity": 1280,
          "facets": {
            "brand": "Sawyer",
            "subcategory": "Saws"
          },
          "weight": 40
        },
        {
          "query": "Cakita Drills",
          "title": "Cakita Drills",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-16.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Drills"
          },
          "weight": 37
        },
        {
          "query": "Cakita Woodworking",
          "title": "Cakita Woodworking",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-15.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Woodworking"
          },
          "weight": 35
        },
        {
          "query": "Cakita Compressors",
          "title": "Cakita Compressors",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-14.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Compressors"
          },
          "weight": 31
        },
        {
          "query": "Cakita Large Tools",
          "title": "Cakita Large Tools",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-13.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Large Tools"
          },
          "weight": 25
        },
        {
          "query": "Cakita Wrenches and Pliers",
          "title": "Cakita Wrenches and Pliers",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-9.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Wrenches and Pliers"
          },
          "weight": 23
        },
        {
          "query": "Cakita Kits",
          "title": "Cakita Kits",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-11.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Kits"
          },
          "weight": 19
        },
        {
          "query": "Cakita Chain Saws",
          "title": "Cakita Chain Saws",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-12.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Chain Saws"
          },
          "weight": 14
        },
        {
          "query": "Cakita Plumbing",
          "title": "Cakita Plumbing",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-10.jpg",
          "affinity": 480,
          "facets": {
            "brand": "Cakita",
            "subcategory": "Plumbing"
          },
          "weight": 9
        },
        {
          "query": "Wrenchy Wrenches and Pliers",
          "title": "Wrenchy Wrenches and Pliers",
          "image": "https://sales-retail-bp.docker-box.inpref.com/images/products/product-7.jpg",
          "affinity": 0,
          "facets": {
            "brand": "Wrenchy",
            "subcategory": "Wrenches and Pliers"
          },
          "weight": 5
        }
      ]
    }
  ],
  "debug": {
    "affinity": {
      "applied": true,
      "userScores": {
        "scores": {
          "brand": {
            "cakita": 480,
            "sawyer": 1280,
            "wakita": 6880
          },
          "category": {
            "other/plumbing": 480,
            "power tools/drills": 3200,
            "power tools/saws": 2560,
            "power tools/woodworking": 2400
          },
          "manufacturer": {
            "cakita": 480,
            "sawyer": 1280,
            "wakita": 6880
          },
          "type": {
            "other/plumbing": 480,
            "power tools/drills": 3200,
            "power tools/saws": 2560,
            "power tools/woodworking": 2400
          }
        },
        "created_at": "2023-06-12T14:52:48+02:00",
        "updated_at": "2023-06-12T20:19:26+02:00"
      },
      "details": [

      ]
    }
  }
}

Error

On an error, the Smart Discovery API returns the response status code 400 and an error message.

Smart Discovery API error messages

Error message	Description	Solution
parameter 'method' missing	The method query parameter is missing from the request URL.	Provide the method query parameter.
parameter 'method' contains an empty value	The value of the method query parameter is missing.	Provide a non-empty value for the method query parameter.
parameter 'method' invalid	The value of the method query parameter is invalid.	Provide fetch as the value of the method query parameter.
parameter 'origin' missing	The origin query parameter is missing from the request URL.	Provide the origin query parameter.
parameter 'origin' contains an empty value	The value of the origin query parameter is missing.	Provide a non-empty value for the origin query parameter.
parameter 'origin' invalid	The value of the origin query parameter is invalid.	Provide a valid site origin as the value of the origin query parameter. To find out your site's origin, see Getting your site origin.
parameter 'pageType' invalid, expected either 'brand', 'category' or 'home'	The pageType query parameter is missing from the request URL or the value of the parameter is invalid or missing.	Provide the pageType query parameter with one of the following values: brand category home
parameter 'context' invalid: missing brand name	The context query parameter is missing from the request URL, or the brand.name context property is missing or has an empty value.	Provide the context query parameter, and make sure the brand.name context property is defined.
parameter 'context' invalid: missing category value	The context query parameter is missing from the request URL, or the category.categories context property is missing or has an empty value.	Provide the context query parameter, and make sure the category.categories context property is defined.
parameter 'context' contains invalid JSON: failed to parse	The value of the context query parameter is not a valid JSON object.	Provide a valid JSON object as the value of the context query parameter.
parameter 'cookieId' contains an empty value	The value of the cookieId query parameter is missing.	Provide a non-empty value for the cookieId query parameter.