Recommendations AI (Beta)
googleapis · Analytics
Note that we now highly recommend new customers to use Retail API, which incorporates the GA version of the Recommendations AI funtionalities. To enable Retail API, please visit https://console.cloud.google.com/apis/library/retail.googleapis.com. The Recommendations AI service enables customers to build end-to-end personalized recommendation systems without requiring a high level of expertise in machine learning, recommendation system, or Google Cloud.
Authentication
Sample Requests
Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns `UNIMPLEMENTED`.
Hover any highlighted part to learn what it does
curl -X GET "https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{name}/operations?alt=json&key=YOUR_API_KEY&fields=example&filter=example&$.xgafv=1&callback=example&pageSize=1&pageToken=example"aUser=example&uploadType=example&oauth_token=example&prettyPrint=true&access_token=example&upload_protocol=example"import requests
params = {
"alt": "json",
"key": "YOUR_API_KEY",
"fields": "example",
"filter": "example",
"$.xgafv": "1",
"callback": "example",
"pageSize": "1",
"pageToken": "example",
"quotaUser": "example",
"uploadType": "example",
"oauth_token": "example",
"prettyPrint": "true",
"access_token": "example",
"upload_protocol": "example"
}
response = requests.get(
"https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{name}/operations",
params=params,
)
print(response.json())const url = new URL('https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{name}/operations');
url.searchParams.set('alt', 'json');
url.searchParams.set('key', 'YOUR_API_KEY');
url.searchParams.set('fields', 'example');
url.searchParams.set('filter', 'example');
url.searchParams.set('$.xgafv', '1');
url.searchParams.set('callback', 'example');
url.searchParams.set('pageSize', '1');
url.searchParams.set('pageToken', 'example');
url.searchParams.set('quotaUser', 'example');
url.searchParams.set('uploadType', 'example');
url.searchParams.set('oauth_token', 'example');
url.searchParams.set('prettyPrint', 'true');
url.searchParams.set('access_token', 'example');
url.searchParams.set('upload_protocol', 'example');
const response = await fetch(url);
const data = await response.json();
console.log(data);package main
import (
"fmt"
"io"
"net/http"
"net/url"
)
func main() {
baseURL, _ := url.Parse("https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{name}/operations")
q := baseURL.Query()
q.Set("alt", "json")
q.Set("key", "YOUR_API_KEY")
q.Set("fields", "example")
q.Set("filter", "example")
q.Set("$.xgafv", "1")
q.Set("callback", "example")
q.Set("pageSize", "1")
q.Set("pageToken", "example")
q.Set("quotaUser", "example")
q.Set("uploadType", "example")
q.Set("oauth_token", "example")
q.Set("prettyPrint", "true")
q.Set("access_token", "example")
q.Set("upload_protocol", "example")
baseURL.RawQuery = q.Encode()
targetURL := baseURL.String()
req, _ := http.NewRequest("GET", targetURL, nil)
client := &http.Client{}
resp, _ := client.Do(req)
defer resp.Body.Close()
body, _ := io.ReadAll(resp.Body)
fmt.Println(string(body))
}require "net/http"
require "json"
uri = URI("https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{name}/operations")
uri.query = URI.encode_www_form({
"alt" => "json",
"key" => "YOUR_API_KEY",
"fields" => "example",
"filter" => "example",
"$.xgafv" => "1",
"callback" => "example",
"pageSize" => "1",
"pageToken" => "example",
"quotaUser" => "example",
"uploadType" => "example",
"oauth_token" => "example",
"prettyPrint" => "true",
"access_token" => "example",
"upload_protocol" => "example"
})
http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"
req = Net::HTTP::Get.new(uri)
res = http.request(req)
puts JSON.parse(res.body)<?php
$url = "https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{name}/operations?" . http_build_query([
"alt" => "json",
"key" => "YOUR_API_KEY",
"fields" => "example",
"filter" => "example",
"$.xgafv" => "1",
"callback" => "example",
"pageSize" => "1",
"pageToken" => "example",
"quotaUser" => "example",
"uploadType" => "example",
"oauth_token" => "example",
"prettyPrint" => "true",
"access_token" => "example",
"upload_protocol" => "example"
]);
$opts = ["http" => [
"method" => "GET",
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));Gets a list of catalog items.
Hover any highlighted part to learn what it does
curl -X GET "https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogItems?alt=json&key=YOUR_API_KEY&fields=example&filter=example&$.xgafv=1&callback=example&pageSize=1&pageToken=example"aUser=example&uploadType=example&oauth_token=example&prettyPrint=true&access_token=example&upload_protocol=example"import requests
params = {
"alt": "json",
"key": "YOUR_API_KEY",
"fields": "example",
"filter": "example",
"$.xgafv": "1",
"callback": "example",
"pageSize": "1",
"pageToken": "example",
"quotaUser": "example",
"uploadType": "example",
"oauth_token": "example",
"prettyPrint": "true",
"access_token": "example",
"upload_protocol": "example"
}
response = requests.get(
"https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogItems",
params=params,
)
print(response.json())const url = new URL('https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogItems');
url.searchParams.set('alt', 'json');
url.searchParams.set('key', 'YOUR_API_KEY');
url.searchParams.set('fields', 'example');
url.searchParams.set('filter', 'example');
url.searchParams.set('$.xgafv', '1');
url.searchParams.set('callback', 'example');
url.searchParams.set('pageSize', '1');
url.searchParams.set('pageToken', 'example');
url.searchParams.set('quotaUser', 'example');
url.searchParams.set('uploadType', 'example');
url.searchParams.set('oauth_token', 'example');
url.searchParams.set('prettyPrint', 'true');
url.searchParams.set('access_token', 'example');
url.searchParams.set('upload_protocol', 'example');
const response = await fetch(url);
const data = await response.json();
console.log(data);package main
import (
"fmt"
"io"
"net/http"
"net/url"
)
func main() {
baseURL, _ := url.Parse("https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogItems")
q := baseURL.Query()
q.Set("alt", "json")
q.Set("key", "YOUR_API_KEY")
q.Set("fields", "example")
q.Set("filter", "example")
q.Set("$.xgafv", "1")
q.Set("callback", "example")
q.Set("pageSize", "1")
q.Set("pageToken", "example")
q.Set("quotaUser", "example")
q.Set("uploadType", "example")
q.Set("oauth_token", "example")
q.Set("prettyPrint", "true")
q.Set("access_token", "example")
q.Set("upload_protocol", "example")
baseURL.RawQuery = q.Encode()
targetURL := baseURL.String()
req, _ := http.NewRequest("GET", targetURL, nil)
client := &http.Client{}
resp, _ := client.Do(req)
defer resp.Body.Close()
body, _ := io.ReadAll(resp.Body)
fmt.Println(string(body))
}require "net/http"
require "json"
uri = URI("https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogItems")
uri.query = URI.encode_www_form({
"alt" => "json",
"key" => "YOUR_API_KEY",
"fields" => "example",
"filter" => "example",
"$.xgafv" => "1",
"callback" => "example",
"pageSize" => "1",
"pageToken" => "example",
"quotaUser" => "example",
"uploadType" => "example",
"oauth_token" => "example",
"prettyPrint" => "true",
"access_token" => "example",
"upload_protocol" => "example"
})
http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"
req = Net::HTTP::Get.new(uri)
res = http.request(req)
puts JSON.parse(res.body)<?php
$url = "https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogItems?" . http_build_query([
"alt" => "json",
"key" => "YOUR_API_KEY",
"fields" => "example",
"filter" => "example",
"$.xgafv" => "1",
"callback" => "example",
"pageSize" => "1",
"pageToken" => "example",
"quotaUser" => "example",
"uploadType" => "example",
"oauth_token" => "example",
"prettyPrint" => "true",
"access_token" => "example",
"upload_protocol" => "example"
]);
$opts = ["http" => [
"method" => "GET",
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));Lists all the catalog configurations associated with the project.
Hover any highlighted part to learn what it does
curl -X GET "https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogs?alt=json&key=YOUR_API_KEY&fields=example&$.xgafv=1&callback=example&pageSize=1&pageToken=example"aUser=example&uploadType=example&oauth_token=example&prettyPrint=true&access_token=example&upload_protocol=example"import requests
params = {
"alt": "json",
"key": "YOUR_API_KEY",
"fields": "example",
"$.xgafv": "1",
"callback": "example",
"pageSize": "1",
"pageToken": "example",
"quotaUser": "example",
"uploadType": "example",
"oauth_token": "example",
"prettyPrint": "true",
"access_token": "example",
"upload_protocol": "example"
}
response = requests.get(
"https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogs",
params=params,
)
print(response.json())const url = new URL('https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogs');
url.searchParams.set('alt', 'json');
url.searchParams.set('key', 'YOUR_API_KEY');
url.searchParams.set('fields', 'example');
url.searchParams.set('$.xgafv', '1');
url.searchParams.set('callback', 'example');
url.searchParams.set('pageSize', '1');
url.searchParams.set('pageToken', 'example');
url.searchParams.set('quotaUser', 'example');
url.searchParams.set('uploadType', 'example');
url.searchParams.set('oauth_token', 'example');
url.searchParams.set('prettyPrint', 'true');
url.searchParams.set('access_token', 'example');
url.searchParams.set('upload_protocol', 'example');
const response = await fetch(url);
const data = await response.json();
console.log(data);package main
import (
"fmt"
"io"
"net/http"
"net/url"
)
func main() {
baseURL, _ := url.Parse("https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogs")
q := baseURL.Query()
q.Set("alt", "json")
q.Set("key", "YOUR_API_KEY")
q.Set("fields", "example")
q.Set("$.xgafv", "1")
q.Set("callback", "example")
q.Set("pageSize", "1")
q.Set("pageToken", "example")
q.Set("quotaUser", "example")
q.Set("uploadType", "example")
q.Set("oauth_token", "example")
q.Set("prettyPrint", "true")
q.Set("access_token", "example")
q.Set("upload_protocol", "example")
baseURL.RawQuery = q.Encode()
targetURL := baseURL.String()
req, _ := http.NewRequest("GET", targetURL, nil)
client := &http.Client{}
resp, _ := client.Do(req)
defer resp.Body.Close()
body, _ := io.ReadAll(resp.Body)
fmt.Println(string(body))
}require "net/http"
require "json"
uri = URI("https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogs")
uri.query = URI.encode_www_form({
"alt" => "json",
"key" => "YOUR_API_KEY",
"fields" => "example",
"$.xgafv" => "1",
"callback" => "example",
"pageSize" => "1",
"pageToken" => "example",
"quotaUser" => "example",
"uploadType" => "example",
"oauth_token" => "example",
"prettyPrint" => "true",
"access_token" => "example",
"upload_protocol" => "example"
})
http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"
req = Net::HTTP::Get.new(uri)
res = http.request(req)
puts JSON.parse(res.body)<?php
$url = "https://api.apis.guru/v2/specs/googleapis.com/recommendationengine/v1beta1/v1beta1/{parent}/catalogs?" . http_build_query([
"alt" => "json",
"key" => "YOUR_API_KEY",
"fields" => "example",
"$.xgafv" => "1",
"callback" => "example",
"pageSize" => "1",
"pageToken" => "example",
"quotaUser" => "example",
"uploadType" => "example",
"oauth_token" => "example",
"prettyPrint" => "true",
"access_token" => "example",
"upload_protocol" => "example"
]);
$opts = ["http" => [
"method" => "GET",
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));Postman Setup Guide
- See official documentation for authentication and setup.
What can you build with Recommendations AI (Beta)?
Recommendations AI (Beta) is a Analytics API. Developers commonly use analytics APIs for:
- tracking product usage and user behaviour
- building custom reporting and BI dashboards
- measuring marketing and campaign performance
- running funnel, retention, and cohort analysis
- aggregating metrics from multiple data sources
No authentication required. This API is open — no signup or key needed. Ideal for quick prototypes and public-facing features. Recommendations AI (Beta) is free to use, making it a low-risk choice to experiment with.
New to APIs? Read our beginner's guide · Learn about API keys · What is REST?