This endpoint will provide you with a list of keywords relevant to the specified product categories. You will get the search volume rate for the last month, search volume trend for the previous 12 months, as well as current cost-per-click and competition values for each keyword.
POST
Your account will be charged for each request.
The cost can be calculated on the Pricing page.
All POST data should be sent in the JSON format (UTF-8 encoding). The task setting is done using the POST method. When setting a task, you should send all task parameters in the task array of the generic POST array. You can send up to 2000 API calls per minute. The maximum number of requests that can be sent simultaneously is limited to 30.
You can specify the number of results you want to retrieve and sort them.
Below you will find a detailed description of the fields you can use for setting a task.
Description of the fields for setting a task:
| Field name | Type | Description |
|---|---|---|
category_codes |
array | product and service categories required field The maximum number of categories you can specify: 20 you can download the full list of possible categories |
location_name |
string | full name of the location required field if you don’t specify location_codeNote: it is required to specify either location_name or location_codeyou can receive the list of available locations with their location_name by making a separate request to thehttps://api.dataforseo.com/v3/dataforseo_labs/locations_and_languagesexample: United Kingdom |
location_code |
integer | unique location identifier required field if you don’t specify location_nameNote: it is required to specify either location_name or location_codeyou can receive the list of available locations with their location_code by making a separate request to thehttps://api.dataforseo.com/v3/dataforseo_labs/locations_and_languagesexample: 2840 |
language_name |
string | full name of the language required field if you don’t specify language_codeNote: it is required to specify either language_name or language_codeyou can receive the list of available languages with their language_name by making a separate request to thehttps://api.dataforseo.com/v3/dataforseo_labs/locations_and_languagesexample: English |
language_code |
string | unique language identifier required field if you don’t specify language_nameNote: it is required to specify either language_name or language_codeyou can receive the list of available languages with their language_code by making a separate request to thehttps://api.dataforseo.com/v3/dataforseo_labs/locations_and_languagesexample: en |
category_intersection |
boolean | category intersections optional field if set to true, you will get keywords featured in all specified categories;if set to false, you will keywords that are specified in any of the specified categories;default value: true |
include_serp_info |
boolean | include data from SERP for each keyword optional field if set to true, we will return a serp_info array containing SERP data (number of search results, relevant URL, and SERP features) for every keyword in the responsedefault value: false |
include_clickstream_data |
boolean | include or exclude data from clickstream-based metrics in the result optional field if the parameter is set to true, you will receive clickstream_keyword_info, keyword_info_normalized_with_clickstream, and keyword_info_normalized_with_bing fields in the responsedefault value: falsewith this parameter enabled, you will be charged double the price for the request learn more about how clickstream-based metrics are calculated in this help center article |
ignore_synonyms |
boolean | ignore highly similar keywords optional field if set to true only core keywords will be returned, all highly similar keywords will be excluded;default value: false |
limit |
integer | the maximum number of keywords in the results array optional field default value: 100maximum value: 1000 |
offset |
integer | offset in the results array of returned keywords optional field default value: 0if you specify the 10 value, the first ten keywords in the results array will be omitted and the data will be provided for the successive keywords |
offset_token |
string | offset token for subsequent requests optional field provided in the identical filed of the response to each request; use this parameter to avoid timeouts while trying to obtain over 10,000 results in a single request; by specifying the unique offset_token value from the response array, you will get the subsequent results of the initial task;offset_token values are unique for each subsequent taskNote: if the offset_token is specified in the request, all other parameters except limit will not be taken into account when processing a task. |
filters |
array | array of results filtering parameters optional field you can add several filters at once (8 filters maximum) you should set a logical operator and, or between the conditionsthe following operators are supported: regex, not_regex, <, <=, >, >=, =, <>, in, not_in, match, not_match, ilike, not_ilike, like, not_likeyou can use the % operator with like and not_like,as well as ilike, not_ilike to match any string of zero or more charactersexample: ["keyword_info.search_volume",">",0][["keyword_info.search_volume","in",[0,1000]],
|
order_by |
array | results sorting rules optional field you can use the same values as in the filters array to sort the resultspossible sorting types: asc – results will be sorted in the ascending orderdesc – results will be sorted in the descending orderyou should use a comma to set up a sorting type example: ["keyword_info.competition,desc"]default rule: ["keyword_info.search_volume,desc"]note that you can set no more than three sorting rules in a single request you should use a comma to separate several sorting rules example: ["keyword_info.search_volume,desc","keyword_info.competition,asc"] |
tag |
string | user-defined task identifier optional field the character limit is 255 you can use this parameter to identify the task and match it with the result you will find the specified tag value in the data object of the response |
As a response of the API server, you will receive JSON-encoded data containing a tasks array with the information specific to the set tasks.
Description of the fields in the results array:
| Field name | Type | Description |
|---|---|---|
version |
string | the current version of the API |
status_code |
integer | general status code you can find the full list of the response codes here Note: we strongly recommend designing a necessary system for handling related exceptional or error conditions |
status_message |
string | general informational message you can find the full list of general informational messages here |
time |
string | execution time, seconds |
cost |
float | total tasks cost, USD |
tasks_count |
integer | the number of tasks in the tasks array |
tasks_error |
integer | the number of tasks in the tasks array returned with an error |
tasks |
array | array of tasks |
id |
string | task identifier unique task identifier in our system in the UUID format |
status_code |
integer | status code of the task generated by DataForSEO; can be within the following range: 10000-60000 you can find the full list of the response codes here |
status_message |
string | informational message of the task you can find the full list of general informational messages here |
time |
string | execution time, seconds |
cost |
float | cost of the task, USD |
result_count |
integer | number of elements in the result array |
path |
array | URL path |
data |
object | contains the same parameters that you specified in the POST request |
result |
array | array of results |
se_type |
string | search engine type |
seed_categories |
array | categories in a POST array |
location_code |
integer | location code in a POST array |
language_code |
string | language code in a POST array |
total_count |
integer | the total amount of results in our database relevant to your request |
items_count |
integer | the number of results returned in the items array |
offset |
integer | current offset value |
offset_token |
string | offset token for subsequent requests you can use the string provided in this field to get the subsequent results of the initial task; note: offset_token values are unique for each subsequent task |
items |
array | contains keyword ideas and related data |
se_type |
string | search engine type |
keyword |
string | found keyword |
location_code |
integer | location code in a POST array |
language_code |
string | language code in a POST array |
keyword_info |
object | keyword data for the returned keyword idea |
se_type |
string | search engine type |
last_updated_time |
string | date and time when keyword data was updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” example: 2019-11-15 12:57:46 +00:00 |
competition |
float | competition represents the relative amount of competition associated with the given keyword; the value is based on Google Ads data and can be between 0 and 1 (inclusive) |
competition_level |
string | competition level represents the relative level of competition associated with the given keyword in paid SERP only; possible values: LOW, MEDIUM, HIGHif competition level is unknown, the value is null;learn more about the metric in this help center article |
cpc |
float | cost-per-click represents the average cost per click (USD) historically paid for the keyword |
search_volume |
integer | average monthly search volume rate represents the (approximate) number of searches for the given keyword idea on google.com |
low_top_of_page_bid |
float | minimum bid for the ad to be displayed at the top of the first page indicates the value greater than about 20% of the lowest bids for which ads were displayed (based on Google Ads statistics for advertisers) the value may differ depending on the location specified in a POST request |
high_top_of_page_bid |
float | maximum bid for the ad to be displayed at the top of the first page indicates the value greater than about 80% of the lowest bids for which ads were displayed (based on Google Ads statistics for advertisers) the value may differ depending on the location specified in a POST request |
categories |
array | product and service categories you can download the full list of possible categories |
monthly_searches |
array | monthly searches represents the (approximate) number of searches on this keyword idea (as available for the past twelve months), targeted to the specified geographic locations |
year |
integer | year |
month |
integer | month |
search_volume |
integer | monthly average search volume rate |
search_volume_trend |
object | search volume trend changes represents search volume change in percent compared to the previous period |
monthly |
integer | search volume change in percent compared to the previous month |
quarterly |
integer | search volume change in percent compared to the previous quarter |
yearly |
integer | search volume change in percent compared to the previous year |
clickstream_keyword_info |
object | clickstream data for the returned keyword to retrieve results for this field, the parameter include_clickstream_data must be set to true |
search_volume |
integer | monthly average clickstream search volume rate |
last_updated_time |
string | date and time when the clickstream dataset was updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” |
gender_distribution |
object | distribution of estimated clickstream-based metrics by gender learn more about how the metric is calculated in this help center article |
female |
integer | number of female users in the relevant clickstream dataset |
male |
integer | number of male users in the relevant clickstream dataset |
age_distribution |
object | distribution of clickstream-based metrics by age learn more about how the metric is calculated in this help center article |
18-24 |
integer | number of users in the relevant clickstream dataset that fall within the 18-24 age range |
25-34 |
integer | number of users in the relevant clickstream dataset that fall within the 25-34 age range |
35-44 |
integer | number of users in the relevant clickstream dataset that fall within the 35-44 age range |
45-54 |
integer | number of users in the relevant clickstream dataset that fall within the 45-54 age range |
55-64 |
integer | number of users in the relevant clickstream dataset that fall within the 55-64 age range |
monthly_searches |
array | monthly clickstream search volume rates array of objects with clickstream search volume rates in a certain month of a year |
year |
integer | year |
month |
integer | month |
search_volume |
integer | clickstream-based search volume rate in a certain month of a year |
keyword_properties |
object | additional information about the keyword |
se_type |
string | search engine type |
core_keyword |
string | main keyword in a group contains the main keyword in a group determined by the synonym clustering algorithm if the value is null, our database does not contain any keywords the corresponding algorithm could identify as synonymous with keyword |
synonym_clustering_algorithm |
string | the algorithm used to identify synonyms possible values: keyword_metrics – indicates the algorithm based on keyword_info parameterstext_processing – indicates the text-based algorithmif the value is null, our database does not contain any keywords the corresponding algorithm could identify as synonymous with keyword |
keyword_difficulty |
integer | difficulty of ranking in the first top-10 organic results for a keyword indicates the chance of getting in top-10 organic results for a keyword on a logarithmic scale from 0 to 100; calculated by analysing, among other parameters, link profiles of the first 10 pages in SERP; learn more about the metric in this help center guide |
detected_language |
string | detected language of the keyword indicates the language of the keyword as identified by our system |
is_another_language |
boolean | detected language of the keyword is different from the set language if true, the language set in the request does not match the language determined by our system for a given keyword |
serp_info |
object | SERP data the value will be null if you didn’t set the field include_serp_info to true in the POST array or if there is no SERP data for this keyword in our database |
se_type |
string | search engine type |
check_url |
string | direct URL to search engine results you can use it to make sure that we provided accurate results |
serp_item_types |
array | types of search results in SERP contains types of search results (items) found in SERP possible item types: answer_box, app, carousel, multi_carousel, featured_snippet, google_flights, google_reviews, third_party_reviews, google_posts, images, jobs, knowledge_graph, local_pack, hotels_pack, map, organic, paid, people_also_ask, related_searches, people_also_search, shopping, top_stories, twitter, video, events, mention_carousel, recipes, top_sights, scholarly_articles, popular_products, podcasts, questions_and_answers, find_results_on, stocks_box, visual_stories, commercial_units, local_services, google_hotels, math_solver, currency_box, product_considerations, found_on_web, short_videos, refine_products, explore_brands, perspectives, discussions_and_forums, compare_sites, courses, ai_overview;note that the actual results will be returned only for organic, paid, featured_snippet, and local_pack elements |
se_results_count |
string | number of search results for the returned keyword |
last_updated_time |
string | date and time when SERP data was updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” example: 2019-11-15 12:57:46 +00:00 |
previous_updated_time |
string | previous to the most recent date and time when SERP data was updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” example: 2019-11-15 12:57:46 +00:00 |
avg_backlinks_info |
object | backlink data for the returned keyword this object provides the average number of backlinks, referring pages and domains, as well as the average rank values among the top-10 webpages ranking organically for the keyword |
se_type |
string | search engine type |
backlinks |
float | average number of backlinks |
dofollow |
float | average number of dofollow links |
referring_pages |
float | average number of referring pages |
referring_domains |
float | average number of referring domains |
referring_main_domains |
float | average number of referring main domains |
rank |
float | average rank learn more about the metric and its calculation formula in this help center article |
main_domain_rank |
float | average main domain rank learn more about the metric and its calculation formula in this help center article |
last_updated_time |
string | date and time when backlink data was updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” example: 2019-11-15 12:57:46 +00:00 |
search_intent_info |
object | search intent info for the returned keyword learn about search intent in this help center article |
se_type |
string | search engine type possible values: google |
main_intent |
string | main search intent possible values: informational, navigational, commercial, transactional |
foreign_intent |
array | supplementary search intents possible values: informational, navigational, commercial, transactional |
last_updated_time |
string | date and time when search intent data was last updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” example: 2019-11-15 12:57:46 +00:00 |
keyword_info_normalized_with_bing |
object | contains keyword search volume normalized with Bing search volume |
last_updated_time |
string | date and time when the dataset was updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” example: |
search_volume |
integer | current search volume rate of a keyword |
is_normalized |
boolean | keyword info is normalized if true, values are normalized with Bing data |
monthly_searches |
integer | monthly search volume rates array of objects with search volume rates in a certain month of a year |
year |
integer | year |
month |
integer | month |
search_volume |
integer | search volume rate in a certain month of a year |
keyword_info_normalized_with_clickstream |
object | contains keyword search volume normalized with clickstream data |
last_updated_time |
string | date and time when the dataset was updated in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00” example: |
search_volume |
integer | current search volume rate of a keyword |
is_normalized |
boolean | keyword info is normalized if true, values are normalized with clickstream data |
monthly_searches |
integer | monthly search volume rates array of objects with search volume rates in a certain month of a year |
year |
integer | year |
month |
integer | month |
search_volume |
integer | search volume rate in a certain month of a year |
Instead of ‘login’ and ‘password’ use your credentials from https://app.dataforseo.com/api-access
# Instead of 'login' and 'password' use your credentials from https://app.dataforseo.com/api-access
login="login"
password="password"
cred="$(printf ${login}:${password} | base64)"
curl --location --request POST "https://api.dataforseo.com/v3/dataforseo_labs/google/keywords_for_categories/live"
--header "Authorization: Basic ${cred}"
--header "Content-Type: application/json"
--data-raw "[
{
"category_codes": [
12191,
12193
],
"language_name": "English",
"location_code": 2840,
"include_serp_info": true,
"limit": 3
}
]"<?php
// You can download this file from here https://cdn.dataforseo.com/v3/examples/php/php_RestClient.zip
require('RestClient.php');
$api_url = 'https://api.dataforseo.com/';
// Instead of 'login' and 'password' use your credentials from https://app.dataforseo.com/api-access
$client = new RestClient($api_url, null, 'login', 'password');
$post_array = array();
// simple way to set a task
$post_array[] = array(
"category_codes" => [
12191,
12193
],
"language_name" => "English",
"location_code" => 2840,
"filters" => [
["keyword_info.search_volume", ">", 10]
],
"limit" => 3
);
try {
// POST /v3/dataforseo_labs/google/keywords_for_categories/live
$result = $client->post('/v3/dataforseo_labs/google/keywords_for_categories/live', $post_array);
print_r($result);
// do something with post result
} catch (RestClientException $e) {
echo "n";
print "HTTP code: {$e->getHttpCode()}n";
print "Error code: {$e->getCode()}n";
print "Message: {$e->getMessage()}n";
print $e->getTraceAsString();
echo "n";
}
$client = null;
?>const post_array = [];
post_array.push({
"category_codes": [
12191,
12193
],
"language_name": "English",
"location_code": 2840,
"filters": [
["keyword_info.search_volume", ">", 10]
],
"limit": 3
});
const axios = require('axios');
axios({
method: 'post',
url: 'https://api.dataforseo.com/v3/dataforseo_labs/google/keywords_for_categories/live',
auth: {
username: 'login',
password: 'password'
},
data: post_array,
headers: {
'content-type': 'application/json'
}
}).then(function (response) {
var result = response['data']['tasks'];
// Result data
console.log(result);
}).catch(function (error) {
console.log(error);
});from client import RestClient
# You can download this file from here https://cdn.dataforseo.com/v3/examples/python/python_Client.zip
client = RestClient("login", "password")
post_data = dict()
# simple way to set a task
post_data[len(post_data)] = dict(
category_codes=[
12191,
12193
],
location_name="United States",
language_name="English",
filters=[
["keyword_info.search_volume", ">", 10]
],
limit=3
)
# POST /v3/dataforseo_labs/google/keywords_for_categories/live
response = client.post("/v3/dataforseo_labs/google/keywords_for_categories/live", post_data)
# you can find the full list of the response codes here https://docs.dataforseo.com/v3/appendix/errors
if response["status_code"] == 20000:
print(response)
# do something with result
else:
print("error. Code: %d Message: %s" % (response["status_code"], response["status_message"]))using Newtonsoft.Json;
using System;
using System.Collections.Generic;
using System.Net.Http;
using System.Net.Http.Headers;
using System.Text;
using System.Threading.Tasks;
namespace DataForSeoDemos
{
public static partial class Demos
{
public static async Task dataforseo_labs_google_keywords_for_categories_live()
{
var httpClient = new HttpClient
{
BaseAddress = new Uri("https://api.dataforseo.com/"),
// Instead of 'login' and 'password' use your credentials from https://app.dataforseo.com/api-access
DefaultRequestHeaders = { Authorization = new AuthenticationHeaderValue("Basic", Convert.ToBase64String(Encoding.ASCII.GetBytes("login:password"))) }
};
var postData = new List<object>();
postData.Add(new
{
category_codes = new[]
{
12191,
12193
},
location_name = "United States",
language_name = "English",
filters = new object[]
{
new object[] { "keyword_info.search_volume", ">", 10 }
},
limit = 3
});
// POST /v3/dataforseo_labs/google/keywords_for_categories/live
// the full list of possible parameters is available in documentation
var taskPostResponse = await httpClient.PostAsync("/v3/dataforseo_labs/google/keywords_for_categories/live", new StringContent(JsonConvert.SerializeObject(postData)));
var result = JsonConvert.DeserializeObject(await taskPostResponse.Content.ReadAsStringAsync());
// you can find the full list of the response codes here https://docs.dataforseo.com/v3/appendix/errors
if (result.status_code == 20000)
{
// do something with result
Console.WriteLine(result);
}
else
Console.WriteLine($"error. Code: {result.status_code} Message: {result.status_message}");
}
}
}The above command returns JSON structured like this:
{
"version": "0.1.20240801",
"status_code": 20000,
"status_message": "Ok.",
"time": "0.1943 sec.",
"cost": 0.0103,
"tasks_count": 1,
"tasks_error": 0,
"tasks": [
{
"id": "08221826-1535-0407-0000-8b9f61856a2f",
"status_code": 20000,
"status_message": "Ok.",
"time": "0.1314 sec.",
"cost": 0.0103,
"result_count": 1,
"path": [
"v3",
"dataforseo_labs",
"google",
"keywords_for_categories",
"live"
],
"data": {
"api": "dataforseo_labs",
"function": "keywords_for_categories",
"se_type": "google",
"category_codes": [
12191,
12193
],
"language_name": "English",
"location_code": 2840,
"include_serp_info": true,
"limit": 3
},
"result": [
{
"se_type": "google",
"seed_categories": [
12191,
12193
],
"location_code": 2840,
"language_code": "en",
"total_count": 11982,
"items_count": 3,
"offset": 0,
"offset_token": "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",
"items": [
{
"se_type": "google",
"keyword": "desktop dell optiplex",
"location_code": 2840,
"language_code": "en",
"keyword_info": {
"se_type": "google",
"last_updated_time": "2024-08-11 04:24:04 +00:00",
"competition": 1,
"competition_level": "HIGH",
"cpc": 2.06,
"search_volume": 18100,
"low_top_of_page_bid": 1.11,
"high_top_of_page_bid": 11.94,
"categories": [
10019,
10168,
10883,
12191,
12193
],
"monthly_searches": [
{
"year": 2024,
"month": 7,
"search_volume": 22200
},
{
"year": 2024,
"month": 6,
"search_volume": 22200
},
{
"year": 2024,
"month": 5,
"search_volume": 18100
},
{
"year": 2024,
"month": 4,
"search_volume": 22200
},
{
"year": 2024,
"month": 3,
"search_volume": 22200
},
{
"year": 2024,
"month": 2,
"search_volume": 22200
},
{
"year": 2024,
"month": 1,
"search_volume": 22200
},
{
"year": 2023,
"month": 12,
"search_volume": 22200
},
{
"year": 2023,
"month": 11,
"search_volume": 22200
},
{
"year": 2023,
"month": 10,
"search_volume": 18100
},
{
"year": 2023,
"month": 9,
"search_volume": 18100
},
{
"year": 2023,
"month": 8,
"search_volume": 18100
}
],
"search_volume_trend": {
"monthly": 22,
"quarterly": 22,
"yearly": 0
}
},
"clickstream_keyword_info": null,
"keyword_properties": {
"se_type": "google",
"core_keyword": "dell optiplex desktop",
"synonym_clustering_algorithm": "text_processing",
"keyword_difficulty": 19,
"detected_language": "en",
"is_another_language": false
},
"serp_info": {
"se_type": "google",
"check_url": "https://www.google.com/search?q=desktop%20dell%20optiplex&num=100&hl=en&gl=US&gws_rd=cr&ie=UTF-8&oe=UTF-8&glp=1&uule=w+CAIQIFISCQs2MuSEtepUEUK33kOSuTsc",
"serp_item_types": [
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