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API Reference
Recommendations

Get Recommendations

Deprecated
GET/recommendations

Recommendations are generated based on the available information for a given seed entity and matched against similar artists and tracks. If there is sufficient information about the provided seeds, a list of tracks will be returned together with pool size details.

For artists and tracks that are very new or obscure there might not be enough data to generate a list of tracks.

Query ParametersExpand Collapse
limit: optional number

The target size of the list of recommended tracks. For seeds with unusually small pools or when highly restrictive filtering is applied, it may be impossible to generate the requested number of recommended tracks. Debugging information for such cases is available in the response. Default: 20. Minimum: 1. Maximum: 100.

minimum1
maximum100
market: optional string

An ISO 3166-1 alpha-2 country code. If a country code is specified, only content that is available in that market will be returned.
If a valid user access token is specified in the request header, the country associated with the user account will take priority over this parameter.
Note: If neither market or user country are provided, the content is considered unavailable for the client.
Users can view the country that is associated with their account in the account settings.

max_acousticness: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
max_danceability: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
max_duration_ms: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

max_energy: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
max_instrumentalness: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
max_key: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum11
max_liveness: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
max_loudness: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

max_mode: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
max_popularity: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum100
max_speechiness: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
max_tempo: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

max_time_signature: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

max_valence: optional number

For each tunable track attribute, a hard ceiling on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, max_instrumentalness=0.35 would filter out most tracks that are likely to be instrumental.

minimum0
maximum1
min_acousticness: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
min_danceability: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
min_duration_ms: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

min_energy: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
min_instrumentalness: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
min_key: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum11
min_liveness: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
min_loudness: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

min_mode: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
min_popularity: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum100
min_speechiness: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
min_tempo: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

min_time_signature: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

maximum11
min_valence: optional number

For each tunable track attribute, a hard floor on the selected track attribute’s value can be provided. See tunable track attributes below for the list of available options. For example, min_tempo=140 would restrict results to only those tracks with a tempo of greater than 140 beats per minute.

minimum0
maximum1
seed_artists: optional string

A comma separated list of Spotify IDs for seed artists. Up to 5 seed values may be provided in any combination of seed_artists, seed_tracks and seed_genres.
Note: only required if seed_genres and seed_tracks are not set.

seed_genres: optional string

A comma separated list of any genres in the set of available genre seeds. Up to 5 seed values may be provided in any combination of seed_artists, seed_tracks and seed_genres.
Note: only required if seed_artists and seed_tracks are not set.

seed_tracks: optional string

A comma separated list of Spotify IDs for a seed track. Up to 5 seed values may be provided in any combination of seed_artists, seed_tracks and seed_genres.
Note: only required if seed_artists and seed_genres are not set.

target_acousticness: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
target_danceability: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
target_duration_ms: optional number

Target duration of the track (ms)

target_energy: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
target_instrumentalness: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
target_key: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum11
target_liveness: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
target_loudness: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

target_mode: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
target_popularity: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum100
target_speechiness: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
target_tempo: optional number

Target tempo (BPM)

target_time_signature: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

target_valence: optional number

For each of the tunable track attributes (below) a target value may be provided. Tracks with the attribute values nearest to the target values will be preferred. For example, you might request target_energy=0.6 and target_danceability=0.8. All target values will be weighed equally in ranking results.

minimum0
maximum1
ReturnsExpand Collapse
seeds: array of object { id, afterFilteringSize, afterRelinkingSize, 4 more }

An array of recommendation seed objects.

id: optional string

The id used to select this seed. This will be the same as the string used in the seed_artists, seed_tracks or seed_genres parameter.

afterFilteringSize: optional number

The number of tracks available after min_* and max_* filters have been applied.

afterRelinkingSize: optional number

The number of tracks available after relinking for regional availability.

href: optional string

A link to the full track or artist data for this seed. For tracks this will be a link to a Track Object. For artists a link to an Artist Object. For genre seeds, this value will be null.

initialPoolSize: optional number

The number of recommended tracks available for this seed.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

type: optional string

The entity type of this seed. One of artist, track or genre.

tracks: array of TrackObject { id, album, artists, 18 more }

An array of track objects ordered according to the parameters supplied.

id: optional string

The Spotify ID for the track.

album: optional object { id, album_type, artists, 12 more }

The album on which the track appears. The album object includes a link in href to full information about the album.

id: string

The Spotify ID for the album.

album_type: "album" or "single" or "compilation"

The type of the album.

Accepts one of the following:
"album"
"single"
"compilation"
artists: array of SimplifiedArtistObject { id, external_urls, href, 4 more }

The artists of the album. Each artist object includes a link in href to more detailed information about the artist.

id: optional string

The Spotify ID for the artist.

external_urls: optional ExternalURLObject { published, spotify }

Known external URLs for this artist.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

spotify: optional string

The Spotify URL for the object.

href: optional string

A link to the Web API endpoint providing full details of the artist.

name: optional string

The name of the artist.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

type: optional "artist"

The object type.

uri: optional string

The Spotify URI for the artist.

available_markets: array of string

The markets in which the album is available: ISO 3166-1 alpha-2 country codes. NOTE: an album is considered available in a market when at least 1 of its tracks is available in that market.

external_urls: ExternalURLObject { published, spotify }

Known external URLs for this album.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

spotify: optional string

The Spotify URL for the object.

href: string

A link to the Web API endpoint providing full details of the album.

images: array of ImageObject { height, url, width, published }

The cover art for the album in various sizes, widest first.

height: number

The image height in pixels.

url: string

The source URL of the image.

width: number

The image width in pixels.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

name: string

The name of the album. In case of an album takedown, the value may be an empty string.

release_date: string

The date the album was first released.

release_date_precision: "year" or "month" or "day"

The precision with which release_date value is known.

Accepts one of the following:
"year"
"month"
"day"
total_tracks: number

The number of tracks in the album.

type: "album"

The object type.

uri: string

The Spotify URI for the album.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

restrictions: optional AlbumRestrictionObject { published, reason }

Included in the response when a content restriction is applied.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

reason: optional "market" or "product" or "explicit"

The reason for the restriction. Albums may be restricted if the content is not available in a given market, to the user's subscription type, or when the user's account is set to not play explicit content. Additional reasons may be added in the future.

Accepts one of the following:
"market"
"product"
"explicit"
artists: optional array of SimplifiedArtistObject { id, external_urls, href, 4 more }

The artists who performed the track. Each artist object includes a link in href to more detailed information about the artist.

id: optional string

The Spotify ID for the artist.

external_urls: optional ExternalURLObject { published, spotify }

Known external URLs for this artist.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

spotify: optional string

The Spotify URL for the object.

href: optional string

A link to the Web API endpoint providing full details of the artist.

name: optional string

The name of the artist.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

type: optional "artist"

The object type.

uri: optional string

The Spotify URI for the artist.

available_markets: optional array of string

A list of the countries in which the track can be played, identified by their ISO 3166-1 alpha-2 code.

disc_number: optional number

The disc number (usually 1 unless the album consists of more than one disc).

duration_ms: optional number

The track length in milliseconds.

explicit: optional boolean

Whether or not the track has explicit lyrics ( true = yes it does; false = no it does not OR unknown).

external_ids: optional ExternalIDObject { ean, isrc, published, upc }

Known external IDs for the track.

ean: optional string

International Article Number

isrc: optional string

International Standard Recording Code

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

upc: optional string

Universal Product Code

external_urls: optional ExternalURLObject { published, spotify }

Known external URLs for this track.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

spotify: optional string

The Spotify URL for the object.

href: optional string

A link to the Web API endpoint providing full details of the track.

is_local: optional boolean

Whether or not the track is from a local file.

is_playable: optional boolean

Part of the response when Track Relinking is applied. If true, the track is playable in the given market. Otherwise false.

linked_from: optional LinkedTrackObject { id, external_urls, href, 3 more }

Part of the response when Track Relinking is applied, and the requested track has been replaced with different track. The track in the linked_from object contains information about the originally requested track.

id: optional string

The Spotify ID for the track.

external_urls: optional ExternalURLObject { published, spotify }

Known external URLs for this track.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

spotify: optional string

The Spotify URL for the object.

href: optional string

A link to the Web API endpoint providing full details of the track.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

type: optional string

The object type: "track".

uri: optional string

The Spotify URI for the track.

name: optional string

The name of the track.

popularity: optional number

The popularity of the track. The value will be between 0 and 100, with 100 being the most popular.
The popularity of a track is a value between 0 and 100, with 100 being the most popular. The popularity is calculated by algorithm and is based, in the most part, on the total number of plays the track has had and how recent those plays are.
Generally speaking, songs that are being played a lot now will have a higher popularity than songs that were played a lot in the past. Duplicate tracks (e.g. the same track from a single and an album) are rated independently. Artist and album popularity is derived mathematically from track popularity. Note: the popularity value may lag actual popularity by a few days: the value is not updated in real time.

Deprecatedpreview_url: optional string

A link to a 30 second preview (MP3 format) of the track. Can be null

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

restrictions: optional TrackRestrictionObject { published, reason }

Included in the response when a content restriction is applied.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

reason: optional string

The reason for the restriction. Supported values:

  • market - The content item is not available in the given market.
  • product - The content item is not available for the user's subscription type.
  • explicit - The content item is explicit and the user's account is set to not play explicit content.

Additional reasons may be added in the future. Note: If you use this field, make sure that your application safely handles unknown values.

track_number: optional number

The number of the track. If an album has several discs, the track number is the number on the specified disc.

type: optional "track"

The object type: "track".

uri: optional string

The Spotify URI for the track.

published: optional boolean

The playlist's public/private status (if it should be added to the user's profile or not): true the playlist will be public, false the playlist will be private, null the playlist status is not relevant. For more about public/private status, see Working with Playlists

Get Recommendations 

curl https://api.spotify.com/v1/recommendations \
    -H "Authorization: Bearer $SPOTIFY_ACCESS_TOKEN"
{
  "seeds": [
    {
      "id": "id",
      "afterFilteringSize": 0,
      "afterRelinkingSize": 0,
      "href": "href",
      "initialPoolSize": 0,
      "published": true,
      "type": "type"
    }
  ],
  "tracks": [
    {
      "id": "id",
      "album": {
        "id": "2up3OPMp9Tb4dAKM2erWXQ",
        "album_type": "compilation",
        "artists": [
          {
            "id": "id",
            "external_urls": {
              "published": true,
              "spotify": "spotify"
            },
            "href": "href",
            "name": "name",
            "published": true,
            "type": "artist",
            "uri": "uri"
          }
        ],
        "available_markets": [
          "CA",
          "BR",
          "IT"
        ],
        "external_urls": {
          "published": true,
          "spotify": "spotify"
        },
        "href": "href",
        "images": [
          {
            "height": 300,
            "url": "https://i.scdn.co/image/ab67616d00001e02ff9ca10b55ce82ae553c8228\n",
            "width": 300,
            "published": true
          }
        ],
        "name": "name",
        "release_date": "1981-12",
        "release_date_precision": "year",
        "total_tracks": 9,
        "type": "album",
        "uri": "spotify:album:2up3OPMp9Tb4dAKM2erWXQ",
        "published": true,
        "restrictions": {
          "published": true,
          "reason": "market"
        }
      },
      "artists": [
        {
          "id": "id",
          "external_urls": {
            "published": true,
            "spotify": "spotify"
          },
          "href": "href",
          "name": "name",
          "published": true,
          "type": "artist",
          "uri": "uri"
        }
      ],
      "available_markets": [
        "string"
      ],
      "disc_number": 0,
      "duration_ms": 0,
      "explicit": true,
      "external_ids": {
        "ean": "ean",
        "isrc": "isrc",
        "published": true,
        "upc": "upc"
      },
      "external_urls": {
        "published": true,
        "spotify": "spotify"
      },
      "href": "href",
      "is_local": true,
      "is_playable": true,
      "linked_from": {
        "id": "id",
        "external_urls": {
          "published": true,
          "spotify": "spotify"
        },
        "href": "href",
        "published": true,
        "type": "type",
        "uri": "uri"
      },
      "name": "name",
      "popularity": 0,
      "preview_url": "preview_url",
      "published": true,
      "restrictions": {
        "published": true,
        "reason": "reason"
      },
      "track_number": 0,
      "type": "track",
      "uri": "uri"
    }
  ],
  "published": true
}
Returns Examples
{
  "seeds": [
    {
      "id": "id",
      "afterFilteringSize": 0,
      "afterRelinkingSize": 0,
      "href": "href",
      "initialPoolSize": 0,
      "published": true,
      "type": "type"
    }
  ],
  "tracks": [
    {
      "id": "id",
      "album": {
        "id": "2up3OPMp9Tb4dAKM2erWXQ",
        "album_type": "compilation",
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