{"id":13151,"date":"2022-03-15T14:38:30","date_gmt":"2022-03-15T14:38:30","guid":{"rendered":"https:\/\/docs_v3.dataforseo.com\/v3\/?page_id=13151"},"modified":"2025-06-09T14:20:24","modified_gmt":"2025-06-09T14:20:24","slug":"dataforseo_labs-bing-related_keywords-live","status":"publish","type":"page","link":"https:\/\/docs.dataforseo.com\/v3\/dataforseo_labs-bing-related_keywords-live\/","title":{"rendered":"dataforseo_labs\/bing\/related_keywords\/live"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text]<\/p>\n<h2 id=\"live-serp\">Related Keywords<\/h2>\n<p>\u200c\u200c<br \/>\nThe Related Keywords endpoint provides keywords appearing in the &#8220;searches related to&#8221; SERP element.<br \/>\nYou can get up to 4680 keyword ideas by specifying the search depth. Each related keyword comes with 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.<\/p>\n<p><strong>Datasource:<\/strong> DataForSEO SERPs Database<br \/>\n<strong>Search algorithm:<\/strong> depth-first search for queries appearing in the &#8220;search related to&#8221; element of SERP for the specified seed keyword.<br \/>\n<strong>Examples:<\/strong><br \/>\nNote: the <code>depth<\/code> parameter is set to <code>1<\/code><br \/>\nSpecified seed keyword:<br \/>\n<em>&#8220;keyword research&#8221;<\/em><br \/>\nResulting related keywords:<br \/>\n<em>&bull;&#8221;free keyword research&#8221;<\/em>,<br \/>\n<em>&bull;&#8221;keyword research tools&#8221;<\/em>,<br \/>\n<em>&bull;&#8221;best free keyword research tool&#8221;<\/em>,<br \/>\n<em>&bull;&#8221;keyword research tips&#8221;<\/em>,<br \/>\n<em>&bull;&#8221;seo keyword research tool&#8221;<\/em>,<br \/>\n<em>&bull;&#8221;keyword research step by step&#8221;<\/em>,<br \/>\n<em>&bull;&#8221;how to do keyword research 2019&#8243;<\/em>,<br \/>\n<em>&bull;&#8221;keyword research google ads&#8221;<\/em><\/p>\n<p>[\/vc_column_text]    <div class=\"endpoint\">\n        <img decoding=\"async\" class=\"endpoint__icon\" src=\"https:\/\/docs.dataforseo.com\/v3\/wp-content\/themes\/dataforseo\/assets\/img\/icons\/checked-circle.svg\" alt=\"checked\">\n\n                    POST            <button class=\"btn-reset button-link copy-button\" data-href=\"https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/bing\/related_keywords\/live\">\n                https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/bing\/related_keywords\/live                <svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\">\n                    <use href=\"https:\/\/docs.dataforseo.com\/v3\/wp-content\/themes\/dataforseo\/assets\/img\/icons\/sprite.svg#layers\"><\/use>\n                <\/svg>\n            <\/button>\n            <\/div>\n    \t<article class=\"info-card info-card--yellow\">\n\t\t<header class=\"info-card__header\">\n\t\t\t<div class=\"info-card__icon\">\n\t\t\t\t<svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\">\n\t\t\t\t\t<use href=\"https:\/\/docs.dataforseo.com\/v3\/wp-content\/themes\/dataforseo\/assets\/img\/icons\/sprite.svg#label\"><\/use>\n\t\t\t\t<\/svg>\n\t\t\t<\/div>\n\t\t\t<div class=\"info-card__title\">Pricing<\/div>\n\t\t<\/header>\n\t\t<div class=\"info-card__content\">\n\t\t\t<p> Your account will be charged for each request.<br \/>\nThe cost can be calculated on the <a title=\"Pricing\" href=\"https:\/\/dataforseo.com\/pricing\/dataforseo-labs\/dataforseo-bing-api\" target=\"_blank\" rel=\"noopener noreferrer\">Pricing<\/a> page.<\/p>\n\t\t<\/div>\n\t<\/article>\n\t[vc_column_text]All POST data should be sent in the <a href=\"https:\/\/en.wikipedia.org\/wiki\/JSON\">JSON<\/a> 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.<\/p>\n<p>You can specify the number of results you want to retrieve, filter and sort them.<\/p>\n<p>Below you will find a detailed description of the fields you can use for setting a task.<\/p>\n<p><strong>Description of the fields for setting a task:<\/strong><\/p>\n<table style=\"width: 100%; height: 1259px;\">\n<thead>\n<tr style=\"height: 24px;\">\n<th style=\"width: 12.4003%; height: 24px;\">Field name<\/th>\n<th style=\"width: 3.91588%; height: 24px;\">Type<\/th>\n<th style=\"width: 82.9587%; height: 24px;\">Description<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 192px;\"><code>keyword<\/code><\/td>\n<td style=\"width: 3.9884%; height: 192px;\">string<\/td>\n<td style=\"width: 82.8862%; height: 192px;\"><em>keyword<\/em><br \/>\n<strong>required field<\/strong><br \/>\nUTF-8 encoding<br \/>\nthe keywords will be converted to lowercase format<\/p>\n<p>learn more about rules and limitations of <code>keyword<\/code> and <code>keywords<\/code> fields in DataForSEO APIs in this <a href=\"https:\/\/dataforseo.com\/help-center\/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article<\/a><\/td>\n<\/tr>\n<tr style=\"height: 10px;\">\n<td style=\"width: 12.4003%; height: 10px;\"><code>location_name<\/code><\/td>\n<td style=\"width: 3.91588%; height: 10px;\">string<\/td>\n<td style=\"width: 82.9587%; height: 10px;\"><em>full name of the location<\/em><br \/>\n<strong>required field if you don&#8217;t specify<\/strong> <code>location_code<\/code><br \/>\n<strong>Note:<\/strong> it is required to specify either <code>location_name<\/code> or <code>location_code<\/code><br \/>\nyou can receive the list of available locations with their <code>location_name<\/code> by making a separate request to<br \/>\n<code>https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/locations_and_languages<\/code>;<br \/>\n<strong>Note:<\/strong> this endpoint currently supports the US location only;<br \/>\nexample:<br \/>\n<code class=\"long-string\">United States<\/code><\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 169px;\"><code>location_code<\/code><\/td>\n<td style=\"width: 3.91588%; height: 169px;\">integer<\/td>\n<td style=\"width: 82.9587%; height: 169px;\"><em>location code<\/em><br \/>\n<strong>required field if you don&#8217;t specify<\/strong> <code>location_name<\/code><br \/>\n<strong>Note:<\/strong> it is required to specify either <code>location_name<\/code> or <code>location_code<\/code><br \/>\nyou can receive the list of available locations with their <code>location_code<\/code> by making a separate request to<br \/>\n<code>https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/locations_and_languages<\/code>;<br \/>\n<strong>Note:<\/strong> this endpoint currently supports the US location only;<br \/>\nexample:<br \/>\n<code class=\"long-string\">2840<\/code><\/td>\n<\/tr>\n<tr style=\"height: 168px;\">\n<td style=\"width: 12.4003%; height: 168px;\"><code>language_name<\/code><\/td>\n<td style=\"width: 3.91588%; height: 168px;\">string<\/td>\n<td style=\"width: 82.9587%; height: 168px;\"><em>full name of the language<\/em><br \/>\n<strong>required field if you don&#8217;t specify<\/strong> <code>language_code<\/code><br \/>\n<strong>Note:<\/strong> it is required to specify either <code>language_name<\/code> or <code>language_code<\/code><br \/>\nyou can receive the list of available locations with their <code>language_name<\/code> by making a separate request to the<br \/>\n<code>https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/locations_and_languages<\/code><br \/>\nexample:<br \/>\n<code class=\"long-string\">English<\/code><\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 163px;\"><code>language_code<\/code><\/td>\n<td style=\"width: 3.91588%; height: 163px;\">string<\/td>\n<td style=\"width: 82.9587%; height: 163px;\"><em>language code<\/em><br \/>\n<strong>required field if you don&#8217;t specify<\/strong> <code>language_name<\/code><br \/>\n<strong>Note:<\/strong> it is required to specify either <code>language_name<\/code> or <code>language_code<\/code><br \/>\nyou can receive the list of available locations with their <code>language_code<\/code> by making a separate request to the<br \/>\n<code>https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/locations_and_languages<\/code><br \/>\nexample:<br \/>\n<code class=\"long-string\">en<\/code><\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 169px;\"><code>depth<\/code><\/td>\n<td style=\"width: 3.91588%; height: 169px;\">integer<\/td>\n<td style=\"width: 82.9587%; height: 169px;\"><em>keyword search depth<\/em><br \/>\noptional field<br \/>\ndefault value: <code>1<\/code><\/p>\n<p>number of the returned results depends on the value you set in this field<br \/>\nyou can specify a level from 0 to 4<br \/>\nestimated number of keywords for each level (maximum):<br \/>\n0 &#8211; the keyword set in the <code>keyword<\/code> field<br \/>\n1 \u2013 8 keywords<br \/>\n2 \u2013 72 keywords<br \/>\n3 \u2013 584 keywords<br \/>\n4 \u2013 4680 keywords\n<\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 192px;\"><code>include_seed_keyword<\/code><\/td>\n<td style=\"width: 3.9884%; height: 192px;\">boolean<\/td>\n<td style=\"width: 82.8862%; height: 192px;\"><em>include data for the seed keyword<\/em><br \/>\noptional field<br \/>\nif set to <code>true<\/code>, data for the seed keyword specified in the <code>keyword<\/code> field will be provided in the <code>seed_keyword_data<\/code> array of the response<br \/>\ndefault value: <code>false<\/code><\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 192px;\"><code>include_serp_info<\/code><\/td>\n<td style=\"width: 3.9884%; height: 192px;\">boolean<\/td>\n<td style=\"width: 82.8862%; height: 192px;\"><em>include data from SERP for each keyword<\/em><br \/>\noptional field<br \/>\nif set to <code>true<\/code>, we will return a <code>serp_info<\/code> array containing SERP data (number of search results, relevant URL, and SERP features) for every keyword in the response<br \/>\ndefault value: <code>false<\/code><\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 192px;\"><code>replace_with_core_keyword<\/code><\/td>\n<td style=\"width: 3.9884%; height: 192px;\">boolean<\/td>\n<td style=\"width: 82.8862%; height: 192px;\"><em>return data for core keyword<\/em><br \/>\noptional field<br \/>\nif <code>true<\/code>, <code>serp_info<\/code> and <code>related_keywords<\/code> will be returned for the main keyword in the group that the specified <code>keyword<\/code> belongs to;<br \/>\nif <code>false<\/code>, <code>serp_info<\/code> and <code>related_keywords<\/code> will be returned for the specified <code>keyword<\/code> (if available);<br \/>\nrefer to <a href=\"https:\/\/dataforseo.com\/help-center\/replace_with_core_keyword\" rel=\"noopener noreferrer\" target=\"_blank\">this help center article<\/a> for more details;<br \/>\ndefault value: <code>false<\/code><\/td>\n<\/tr>\n<tr style=\"height: 96px;\">\n<td style=\"width: 12.4003%; height: 77px;\"><code>ignore_synonyms<\/code><\/td>\n<td style=\"width: 3.9884%; height: 77px;\">boolean<\/td>\n<td style=\"width: 82.8862%; height: 77px;\"><em>ignore highly similar keywords<\/em><br \/>\noptional field<br \/>\nif set to\u00a0<code class=\"prettyprint\">true<\/code> only core keywords will be returned, all highly similar keywords will be excluded;<br \/>\ndefault value: <code>false<\/code><\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"width: 12.4003%; height: 48px;\"><code>filters<\/code><\/td>\n<td style=\"width: 3.91588%; height: 48px;\">array<\/td>\n<td style=\"width: 82.9587%; height: 48px;\"><em>array of results filtering parameters<\/em><br \/>\noptional field<br \/>\n<strong>you can add several filters at once (8 filters maximum)<\/strong><br \/>\nyou should set a logical operator <code>and<\/code>, <code>or<\/code> between the conditions<br \/>\nthe following operators are supported:<br \/>\n<code>regex<\/code>, <code>not_regex<\/code>, <code>&lt;<\/code>, <code>&lt;=<\/code>, <code>&gt;<\/code>, <code>&gt;=<\/code>, <code>=<\/code>, <code>&lt;&gt;<\/code>, <code>in<\/code>, <code>not_in<\/code>, <code>ilike<\/code>, <code>not_ilike<\/code>, <code>like<\/code>,<code>not_like<\/code>, <code>match<\/code>, <code>not_match<\/code><br \/>\nyou can use the <code>%<\/code> operator with <code>like<\/code> and <code>not_like<\/code>, as well as <code>ilike<\/code> and <code>not_ilike<\/code> to match any string of zero or more characters<br \/>\nexample:<br \/>\n<code>[\"keyword_data.keyword_info.search_volume\",\"&gt;\",0]<\/code><\/p>\n<p>for more information about filters, please refer to <a href=\"\/v3\/dataforseo_labs\/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Dataforseo Labs &#8211; Filters<\/a> or this <a href=\"https:\/\/dataforseo.com\/help-center\/how-to-use-filters-in-dataforseo-labs-api\" rel=\"noopener noreferrer\" target=\"_blank\">help center guide<\/a><\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"width: 12.4003%; height: 48px;\"><code>order_by<\/code><\/td>\n<td style=\"width: 3.91588%; height: 48px;\">array<\/td>\n<td style=\"width: 82.9587%; height: 48px;\"><em>results sorting rules<\/em><br \/>\noptional field<br \/>\nyou can use the same values as in the <code>filters<\/code> array to sort the results<br \/>\npossible sorting types:<br \/>\n<code>asc<\/code> &#8211; results will be sorted in the ascending order<br \/>\n<code>desc<\/code> &#8211; results will be sorted in the descending order<br \/>\nyou should use a comma to set up a sorting type<br \/>\nexample:<br \/>\n<code>[\"keyword_data.keyword_info.competition,desc\"]<\/code><br \/>\ndefault rule:<br \/>\n<code>[\"keyword_data.keyword_info.search_volume,desc\"]<\/code><br \/>\n<strong>note that you can set no more than three sorting rules in a single request<\/strong><br \/>\nyou should use a comma to separate several sorting rules<br \/>\nexample:<br \/>\n<code>[\"keyword_data.keyword_info.search_volume,desc\",\"keyword_data.keyword_info.cpc,desc\"]<\/code><\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 169px;\"><code>limit<\/code><\/td>\n<td style=\"width: 3.91588%; height: 169px;\">integer<\/td>\n<td style=\"width: 82.9587%; height: 169px;\"><em>the maximum number of returned keywords<\/em><br \/>\noptional field<br \/>\ndefault value: <code>100<\/code><br \/>\nmaximum value: <code>1000<\/code><\/td>\n<\/tr>\n<tr style=\"height: 192px;\">\n<td style=\"width: 12.4003%; height: 169px;\"><code>offset<\/code><\/td>\n<td style=\"width: 3.91588%; height: 169px;\">integer<\/td>\n<td style=\"width: 82.9587%; height: 169px;\"><em>offset in the results array of returned keywords<\/em><br \/>\noptional field<br \/>\ndefault value: <code>0<\/code><br \/>\nif you specify the <code>10<\/code> value, the first ten keywords in the results array will be omitted and the data will be provided for the successive keywords<\/td>\n<\/tr>\n<tr style=\"height: 96px;\">\n<td style=\"width: 12.4003%; height: 96px;\"><code>tag<\/code><\/td>\n<td style=\"width: 3.9884%; height: 96px;\">string<\/td>\n<td style=\"width: 82.8862%; height: 96px;\"><em>user-defined task identifier<\/em><br \/>\noptional field<br \/>\n<em>the character limit is 255<\/em><br \/>\nyou can use this parameter to identify the task and match it with the result<br \/>\nyou will find the specified <code>tag<\/code> value in the <code>data<\/code> object of the response<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u200c<\/p>\n<p>As a response of the API server, you will receive <a href=\"https:\/\/en.wikipedia.org\/wiki\/JSON\">JSON<\/a>-encoded data containing a <code>tasks<\/code> array with the information specific to the set tasks.<\/p>\n<p><strong>Description of the fields in the results array:<\/strong><\/p>\n<table style=\"width: 77.3646%; height: 552px;\">\n<thead>\n<tr style=\"height: 24px;\">\n<th style=\"width: 38.423%; height: 24px;\">Field name<\/th>\n<th style=\"width: 1.25156%; height: 24px;\">Type<\/th>\n<th style=\"width: 61.7021%; height: 24px;\">Description<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 48px;\">\n<td style=\"width: 24.3517%; height: 48px;\"><code>version<\/code><\/td>\n<td style=\"width: 6.19209%; height: 48px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 48px;\"><em>the current version of the API<\/em><\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"width: 38.423%; height: 48px;\"><code>status_code<\/code><\/td>\n<td style=\"width: 1.75219%; height: 48px;\">integer<\/td>\n<td style=\"width: 61.2015%; height: 48px;\"><i>general status code<\/i><br \/>\nyou can find the full list of the response codes <a href=\"\/v3\/appendix\/errors\">here<\/a><br \/>\n<strong>Note:<\/strong> we strongly recommend designing a necessary system for handling related exceptional or error conditions<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\"><code>status_message<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>general informational message<\/em><br \/>\nyou can find the full list of general informational messages <a href=\"\/v3\/appendix\/errors\">here<\/a><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\"><code>time<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>execution time, seconds<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\"><code>cost<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">float<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>total <i>tasks<\/i> cost, USD<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\"><code>tasks_count<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>the number of tasks in the <strong><code>tasks<\/code><\/strong> array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\"><code>tasks_error<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>the number of tasks in the <strong><code>tasks<\/code><\/strong> array returned with an error<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\"><strong><code>tasks<\/code><\/strong><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>array of tasks<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>id<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>task identifier<\/em><br \/>\n<strong>unique task identifier in our system in the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Universally_unique_identifier\">UUID<\/a> format<\/strong><\/td>\n<\/tr>\n<tr style=\"height: 48px;\">\n<td style=\"width: 24.3517%; height: 48px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>status_code<\/code><\/td>\n<td style=\"width: 6.19209%; height: 48px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 48px;\"><em>status code of the task <\/em><br \/>\ngenerated by DataForSEO; can be within the following range: 10000-60000<br \/>\nyou can find the full list of the response codes <a href=\"\/v3\/appendix\/errors\">here<\/a><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>status_message<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>informational message of the task<\/em><br \/>\nyou can find the full list of general informational messages <a href=\"\/v3\/appendix-errors\/\">here<\/a><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>time<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>execution time, seconds<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>cost<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">float<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>cost of the task, USD<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>result_count<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>number of elements in the <code>result<\/code> array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>path<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>URL path<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <code>data<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">object<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>contains the same parameters that you specified in the POST request<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 <strong><code>result<\/code><\/strong><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>array of results<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>se_type<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>search engine type<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>seed_keyword<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>keyword in a POST array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <strong><code>seed_keyword_data<\/code><strong><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array\/td><\/p>\n<td style=\"width: 79.8065%; height: 24px;\"><em>keyword data for the seed keyword<\/em><br \/>\nfields in the array are identical to that of <code>keyword_data<\/code><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>location_code<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>location code in a POST array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>language_code<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>language code in a POST array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>total_count<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>total amount of results in our database relevant to your request<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>items_count<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>the number of results returned in the <code>items<\/code> array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code><strong>items<\/strong><\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>contains keywords and related data<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>se_type<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>search engine type<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code><strong>keyword_data<\/strong><\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">object<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>keyword data for the returned keyword<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>se_type<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>search engine type<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>keyword<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>related keyword<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>location_code<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>location code in a POST array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>language_code<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>language code in a POST array<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code><strong>keyword_info<\/strong><\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">object<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>keyword data for the returned keyword<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>se_type<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>search engine type<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>last_updated_time<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>date and time when keyword data was updated<\/em><br \/>\nin the UTC format: \u201cyyyy-mm-dd hh-mm-ss +00:00\u201d<br \/>\nexample:<br \/>\n<code class=\"long-string\">2019-11-15 12:57:46 +00:00<\/code><\/td>\n<\/tr>\n<tr style=\"height: 25px;\">\n<td style=\"width: 24.3517%; height: 25px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>competition<\/code><\/td>\n<td style=\"width: 6.19209%; height: 25px;\">float<\/td>\n<td style=\"width: 79.8065%; height: 25px;\"><em>competition<\/em><br \/>\nrepresents the relative amount of competition associated with the given keyword;<br \/>\nthe value is based on Bing Ads data and can be between 0 and 1 (inclusive)<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>cpc<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">float<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>cost-per-click<\/em><br \/>\nrepresents the average cost per click (USD) historically paid for the keyword<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>search_volume<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>average monthly search volume rate<\/em><br \/>\nrepresents the (approximate) number of searches for the given keyword idea on bing.com<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>monthly_searches<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>monthly searches<\/em><br \/>\nrepresents the (approximate) number of searches on this keyword idea (as available for the past twelve months), targeted to the specified geographic locations<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>year<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>year<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>month<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>month<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>search_volume<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>monthly average search volume rate<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code><strong>keyword_properties<\/strong><\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">object<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>additional information about the keyword<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>se_type<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>search engine type<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>core_keyword<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>main keyword in a group<\/em><br \/>\ncontains the main keyword in a group determined by the synonym clustering algorithm<br \/>\nif the value is <code>null<\/code>, our database does not contain any keywords the corresponding algorithm could identify as synonymous with <code>keyword<\/code><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>synonym_clustering_algorithm<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>the algorithm used to identify synonyms<\/em><br \/>\npossible values:<br \/>\n<code>keyword_metrics<\/code> &#8211; indicates the algorithm based on <code>keyword_info<\/code> parameters<br \/>\n<code>text_processing<\/code> &#8211; indicates the text-based algorithm<br \/>\nif the value is <code>null<\/code>, our database does not contain any keywords the corresponding algorithm could identify as synonymous with <code>keyword<\/code><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>keyword_difficulty<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>difficulty of ranking in the first top-10 organic results for a keyword<\/em><br \/>\nindicates the chance of getting in top-10 organic results for a keyword on a logarithmic scale from 0 to 100;<br \/>\ncalculated by analysing, among other parameters, link profiles of the first 10 pages in SERP;<br \/>\nlearn more about the metric in <a href=\"https:\/\/dataforseo.com\/help-center\/what-is-keyword-difficulty-and-how-is-it-calculated\" rel=\"noopener noreferrer\" target=\"_blank\">this help center guide<\/a><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>detected_language<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>detected language of the keyword<\/em><br \/>\nindicates the language of the keyword as identified by our system\n<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>is_another_language<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">boolean<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>detected language of the keyword is different from the set language<\/em><br \/>\nif <code>true<\/code>, the language set in the request does not match the language determined by our system for a given keyword\n<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code><strong>serp_info<\/strong><\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">object<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>SERP data<\/em><br \/>\nthe value will be <code>null<\/code> if you didn&#8217;t set the field <code>include_serp_info<\/code> to <code>true<\/code> in the POST array or if there is no SERP data for this keyword in our database<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>se_type<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>search engine type<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>check_url<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>direct URL to search engine results<\/em><br \/>\nyou can use it to make sure that we provided accurate results<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>serp_item_types<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>types of search results in SERP<\/em><br \/>\ncontains types of search results (items) found in SERP<br \/>\npossible item types:<br \/>\n<code>answer_box<\/code>, <code>carousel<\/code>, <code>events<\/code>, <code>featured_snippet<\/code>, <code>hotels_pack<\/code>, <code>images<\/code>, <code>jobs<\/code>, <code>local_pack<\/code>, <code>map<\/code>, <code>organic<\/code>, <code>paid<\/code>, <code>people_also_ask<\/code>, <code>people_also_search<\/code>,<code>questions_and_answers<\/code>, <code>recipes<\/code><\/a>, <code>related_searches<\/code>, <code>shopping<\/code>, <code>top_stories<\/code>, <code>video<\/code>, <code>ai_overview<\/code>;<br \/>\n<strong>note<\/strong> that the actual results will be returned only for <code>organic<\/code>, <code>paid<\/code>, <code>featured_snippet<\/code>, and <code>local_pack<\/code> elements<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>se_results_count<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>number of search results for the returned keyword<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>last_updated_time<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">string<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>date and time when SERP data was updated<\/em><br \/>\nin the UTC format: \u201cyyyy-mm-dd hh-mm-ss +00:00\u201d<br \/>\nexample:<br \/>\n<code class=\"long-string\">2019-11-15 12:57:46 +00:00<\/code><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code>depth<\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">integer<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>keyword search depth<\/em><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 24.3517%; height: 24px;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <code><strong>related_keywords<\/strong><\/code><\/td>\n<td style=\"width: 6.19209%; height: 24px;\">array<\/td>\n<td style=\"width: 79.8065%; height: 24px;\"><em>list of related keywords<\/em><br \/>\nrepresents the list of search queries which are related to the keyword returned in the array above<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u200c\u200c[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<blockquote><p>Instead of \u2018login\u2019 and \u2018password\u2019 use your credentials from https:\/\/app.dataforseo.com\/api-access<\/p><\/blockquote><div id=\"curl\" class=\"tab-content example__content\"><div class=\"example__code\"><pre><code class=\"language-bash hljs\"># Instead of &#039;login&#039; and &#039;password&#039; use your credentials from https:\/\/app.dataforseo.com\/api-access \r\nlogin=&quot;login&quot; \r\npassword=&quot;password&quot; \r\ncred=&quot;$(printf ${login}:${password} | base64)&quot; \r\ncurl --location --request POST &quot;https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/bing\/related_keywords\/live&quot; \r\n--header &quot;Authorization: Basic ${cred}&quot;  \r\n--header &quot;Content-Type: application\/json&quot; \r\n--data-raw &#039;[\r\n    {\r\n        &quot;keyword&quot;: &quot;phone&quot;,\r\n        &quot;language_name&quot;: &quot;English&quot;,\r\n        &quot;location_code&quot;: 2840,\r\n        &quot;limit&quot;: 3\r\n    }\r\n]&#039;<\/code><\/pre><\/div><\/div><div id=\"php\" class=\"tab-content example__content\"><div class=\"example__code\"><pre><code class=\"language-php hljs\">&lt;?php\r\n\/\/ You can download this file from here https:\/\/cdn.dataforseo.com\/v3\/examples\/php\/php_RestClient.zip\r\nrequire(&#039;RestClient.php&#039;);\r\n$api_url = &#039;https:\/\/api.dataforseo.com\/&#039;;\r\n\/\/ Instead of &#039;login&#039; and &#039;password&#039; use your credentials from https:\/\/app.dataforseo.com\/api-access\r\n$client = new RestClient($api_url, null, &#039;login&#039;, &#039;password&#039;);\r\n\r\n$post_array = array();\r\n\/\/ simple way to set a task\r\n$post_array[] = array(\r\n   &quot;keyword&quot; =&gt; &quot;phone&quot;,\r\n   &quot;language_name&quot; =&gt; &quot;English&quot;,\r\n   &quot;location_code&quot; =&gt; 2840,\r\n   &quot;filters&quot; =&gt; [\r\n      [&quot;keyword_data.keyword_info.search_volume&quot;, &quot;&gt;&quot;, 10]\r\n   ],\r\n   &quot;limit&quot;: 3\r\n);\r\ntry {\r\n   \/\/ POST \/v3\/dataforseo_labs\/bing\/related_keywords\/live\r\n   $result = $client-&gt;post(&#039;\/v3\/dataforseo_labs\/bing\/related_keywords\/live&#039;, $post_array);\r\n   print_r($result);\r\n   \/\/ do something with post result\r\n} catch (RestClientException $e) {\r\n   echo &quot;n&quot;;\r\n   print &quot;HTTP code: {$e-&gt;getHttpCode()}n&quot;;\r\n   print &quot;Error code: {$e-&gt;getCode()}n&quot;;\r\n   print &quot;Message: {$e-&gt;getMessage()}n&quot;;\r\n   print  $e-&gt;getTraceAsString();\r\n   echo &quot;n&quot;;\r\n}\r\n$client = null;\r\n?&gt;<\/code><\/pre><\/div><\/div><div id=\"javascript\" class=\"tab-content example__content\"><div class=\"example__code\"><pre><code class=\"language-javascript hljs\">const post_array = [];\r\n\r\npost_array.push({\r\n  &quot;keyword&quot;: &quot;phone&quot;,\r\n  &quot;language_name&quot;: &quot;English&quot;,\r\n  &quot;location_code&quot;: 2840,\r\n  &quot;filters&quot;: [\r\n    [&quot;keyword_data.keyword_info.search_volume&quot;, &quot;&gt;&quot;, 10]\r\n  ],\r\n  &quot;limit&quot;: 3\r\n});\r\n\r\nconst axios = require(&#039;axios&#039;);\r\n\r\naxios({\r\n  method: &#039;post&#039;,\r\n  url: &#039;https:\/\/api.dataforseo.com\/v3\/dataforseo_labs\/bing\/related_keywords\/live&#039;,\r\n  auth: {\r\n    username: &#039;login&#039;,\r\n    password: &#039;password&#039;\r\n  },\r\n  data: post_array,\r\n  headers: {\r\n    &#039;content-type&#039;: &#039;application\/json&#039;\r\n  }\r\n}).then(function (response) {\r\n  var result = response[&#039;data&#039;][&#039;tasks&#039;];\r\n  \/\/ Result data\r\n  console.log(result);\r\n}).catch(function (error) {\r\n  console.log(error);\r\n});<\/code><\/pre><\/div><\/div><div id=\"python\" class=\"tab-content example__content\"><div class=\"example__code\"><pre><code class=\"language-python hljs\">from client import RestClient\r\n# You can download this file from here https:\/\/cdn.dataforseo.com\/v3\/examples\/python\/python_Client.zip\r\nclient = RestClient(&quot;login&quot;, &quot;password&quot;)\r\npost_data = dict()\r\n# simple way to set a task\r\npost_data[len(post_data)] = dict(\r\n    keyword=&quot;phone&quot;,\r\n    location_name=&quot;United States&quot;,\r\n    language_name=&quot;English&quot;,\r\n    filters=[\r\n        [&quot;keyword_data.keyword_info.search_volume&quot;, &quot;&gt;&quot;, 10]\r\n    ],\r\n    limit=3\r\n)\r\n# POST \/v3\/dataforseo_labs\/bing\/related_keywords\/live\r\nresponse = client.post(&quot;\/v3\/dataforseo_labs\/bing\/related_keywords\/live&quot;, post_data)\r\n# you can find the full list of the response codes here https:\/\/docs.dataforseo.com\/v3\/appendix\/errors\r\nif response[&quot;status_code&quot;] == 20000:\r\n    print(response)\r\n    # do something with result\r\nelse:\r\n    print(&quot;error. Code: %d Message: %s&quot; % (response[&quot;status_code&quot;], response[&quot;status_message&quot;]))<\/code><\/pre><\/div><\/div><div id=\"csharp\" class=\"tab-content example__content\"><div class=\"example__code\"><pre><code class=\"language-csharp hljs\">using Newtonsoft.Json;\r\nusing System;\r\nusing System.Collections.Generic;\r\nusing System.Net.Http;\r\nusing System.Net.Http.Headers;\r\nusing System.Text;\r\nusing System.Threading.Tasks;\r\n\r\nnamespace DataForSeoDemos\r\n{\r\n    public static partial class Demos\r\n    {\r\n        public static async Task dataforseo_labs_bing_related_keywords_live()\r\n        {\r\n            var httpClient = new HttpClient\r\n            {\r\n                BaseAddress = new Uri(&quot;https:\/\/api.dataforseo.com\/&quot;),\r\n                \/\/ Instead of &#039;login&#039; and &#039;password&#039; use your credentials from https:\/\/app.dataforseo.com\/api-access\r\n                DefaultRequestHeaders = { Authorization = new AuthenticationHeaderValue(&quot;Basic&quot;, Convert.ToBase64String(Encoding.ASCII.GetBytes(&quot;login:password&quot;))) }\r\n            };\r\n            var postData = new List&lt;object&gt;();\r\n            postData.Add(new\r\n            {\r\n                keyword = &quot;phone&quot;,\r\n                location_name = &quot;United States&quot;,\r\n                language_name = &quot;English&quot;,\r\n                filters = new object[]\r\n                {\r\n                    new object[] { &quot;keyword_data.keyword_info.search_volume&quot;, &quot;&gt;&quot;, 10 }\r\n                },\r\n                limit = 3\r\n            });\r\n            \/\/ POST \/v3\/dataforseo_labs\/bing\/related_keywords\/live\r\n            \/\/ the full list of possible parameters is available in documentation\r\n            var taskPostResponse = await httpClient.PostAsync(&quot;\/v3\/dataforseo_labs\/bing\/related_keywords\/live&quot;, new StringContent(JsonConvert.SerializeObject(postData)));\r\n            var result = JsonConvert.DeserializeObject(await taskPostResponse.Content.ReadAsStringAsync());\r\n            \/\/ you can find the full list of the response codes here https:\/\/docs.dataforseo.com\/v3\/appendix\/errors\r\n            if (result.status_code == 20000)\r\n            {\r\n                \/\/ do something with result\r\n                Console.WriteLine(result);\r\n            }\r\n            else\r\n                Console.WriteLine($&quot;error. Code: {result.status_code} Message: {result.status_message}&quot;);\r\n        }\r\n    }\r\n}<\/code><\/pre><\/div><\/div><blockquote><p>The above command returns JSON structured like this:<\/p><\/blockquote><div class=\"example example--json\"><div class=\"example__content\"><div class=\"example__code example__code-json\"><pre><code class=\"language-json hljs\">{\r\n    &quot;version&quot;: &quot;0.1.20220216&quot;,\r\n    &quot;status_code&quot;: 20000,\r\n    &quot;status_message&quot;: &quot;Ok.&quot;,\r\n    &quot;time&quot;: &quot;0.0730 sec.&quot;,\r\n    &quot;cost&quot;: 0.0105,\r\n    &quot;tasks_count&quot;: 1,\r\n    &quot;tasks_error&quot;: 0,\r\n    &quot;tasks&quot;: [\r\n        {\r\n            &quot;id&quot;: &quot;03151626-1535-0387-0000-b016e2a969d7&quot;,\r\n            &quot;status_code&quot;: 20000,\r\n            &quot;status_message&quot;: &quot;Ok.&quot;,\r\n            &quot;time&quot;: &quot;0.0391 sec.&quot;,\r\n            &quot;cost&quot;: 0.0105,\r\n            &quot;result_count&quot;: 1,\r\n            &quot;path&quot;: [\r\n                &quot;v3&quot;,\r\n                &quot;dataforseo_labs&quot;,\r\n                &quot;bing&quot;,\r\n                &quot;related_keywords&quot;,\r\n                &quot;live&quot;\r\n            ],\r\n            &quot;data&quot;: {\r\n                &quot;api&quot;: &quot;dataforseo_labs&quot;,\r\n                &quot;function&quot;: &quot;related_keywords&quot;,\r\n                &quot;se_type&quot;: &quot;bing&quot;,\r\n                &quot;keyword&quot;: &quot;windows&quot;,\r\n                &quot;language_name&quot;: &quot;English&quot;,\r\n                &quot;location_code&quot;: 2840,\r\n                &quot;limit&quot;: 5\r\n            },\r\n            &quot;result&quot;: [\r\n                {\r\n                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                    &quot;seed_keyword&quot;: &quot;windows&quot;,\r\n                    &quot;seed_keyword_data&quot;: null,\r\n                    &quot;location_code&quot;: 2840,\r\n                    &quot;language_code&quot;: &quot;en&quot;,\r\n                    &quot;total_count&quot;: 6,\r\n                    &quot;items_count&quot;: 5,\r\n                    &quot;items&quot;: [\r\n                        {\r\n                            &quot;se_type&quot;: &quot;bing&quot;,\r\n                            &quot;keyword_data&quot;: {\r\n                                &quot;se_type&quot;: &quot;bing&quot;,\r\n                                &quot;keyword&quot;: &quot;windows&quot;,\r\n                                &quot;location_code&quot;: 2840,\r\n                                &quot;language_code&quot;: &quot;en&quot;,\r\n                                &quot;keyword_info&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;last_updated_time&quot;: &quot;2022-03-12 12:15:34 +00:00&quot;,\r\n                                    &quot;competition&quot;: 0.9,\r\n                                    &quot;cpc&quot;: 1.29,\r\n                                    &quot;search_volume&quot;: 45170,\r\n                                    &quot;monthly_searches&quot;: [\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 2,\r\n                                            &quot;search_volume&quot;: 40620\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 1,\r\n                                            &quot;search_volume&quot;: 45090\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 12,\r\n                                            &quot;search_volume&quot;: 38090\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 11,\r\n                                            &quot;search_volume&quot;: 38730\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 10,\r\n                                            &quot;search_volume&quot;: 45580\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 9,\r\n                                            &quot;search_volume&quot;: 39370\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 8,\r\n                                            &quot;search_volume&quot;: 38040\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 7,\r\n                                            &quot;search_volume&quot;: 44670\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 6,\r\n                                            &quot;search_volume&quot;: 50740\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 5,\r\n                                            &quot;search_volume&quot;: 46830\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 4,\r\n                                            &quot;search_volume&quot;: 51790\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 3,\r\n                                            &quot;search_volume&quot;: 58100\r\n                                        }\r\n                                    ]\r\n                                },\r\n                                &quot;keyword_properties&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;core_keyword&quot;: null,\r\n                                    &quot;synonym_clustering_algorithm&quot;: &quot;text_processing&quot;,\r\n                                    &quot;keyword_difficulty&quot;: 100,\r\n                                    &quot;detected_language&quot;: &quot;en&quot;,\r\n                                    &quot;is_another_language&quot;: false\r\n                                },\r\n                                &quot;serp_info&quot;: null\r\n                            },\r\n                            &quot;depth&quot;: 0,\r\n                            &quot;related_keywords&quot;: [\r\n                                &quot;home depot vinyl windows&quot;,\r\n                                &quot;new microsoft windows os&quot;,\r\n                                &quot;residential windows&quot;,\r\n                                &quot;microsoft official home page&quot;,\r\n                                &quot;4 foot wide windows&quot;,\r\n                                &quot;windows replacement&quot;,\r\n                                &quot;buy windows 10 license key online&quot;,\r\n                                &quot;windows 10 free upgrade now&quot;\r\n                            ]\r\n                        },\r\n                        {\r\n                            &quot;se_type&quot;: &quot;bing&quot;,\r\n                            &quot;keyword_data&quot;: {\r\n                                &quot;se_type&quot;: &quot;bing&quot;,\r\n                                &quot;keyword&quot;: &quot;windows replacement&quot;,\r\n                                &quot;location_code&quot;: 2840,\r\n                                &quot;language_code&quot;: &quot;en&quot;,\r\n                                &quot;keyword_info&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;last_updated_time&quot;: &quot;2022-03-14 11:42:07 +00:00&quot;,\r\n                                    &quot;competition&quot;: 0.9,\r\n                                    &quot;cpc&quot;: 5.79,\r\n                                    &quot;search_volume&quot;: 470,\r\n                                    &quot;monthly_searches&quot;: [\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 2,\r\n                                            &quot;search_volume&quot;: 460\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 1,\r\n                                            &quot;search_volume&quot;: 510\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 12,\r\n                                            &quot;search_volume&quot;: 290\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 11,\r\n                                            &quot;search_volume&quot;: 340\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 10,\r\n                                            &quot;search_volume&quot;: 1660\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 9,\r\n                                            &quot;search_volume&quot;: 330\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 8,\r\n                                            &quot;search_volume&quot;: 340\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 7,\r\n                                            &quot;search_volume&quot;: 340\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 6,\r\n                                            &quot;search_volume&quot;: 320\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 5,\r\n                                            &quot;search_volume&quot;: 200\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 4,\r\n                                            &quot;search_volume&quot;: 380\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 3,\r\n                                            &quot;search_volume&quot;: 620\r\n                                        }\r\n                                    ]\r\n                                },\r\n                                &quot;keyword_properties&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;core_keyword&quot;: &quot;replacement windows&quot;,\r\n                                    &quot;synonym_clustering_algorithm&quot;: &quot;text_processing&quot;,\r\n                                    &quot;keyword_difficulty&quot;: 100,\r\n                                    &quot;detected_language&quot;: &quot;en&quot;,\r\n                                    &quot;is_another_language&quot;: false\r\n                                },\r\n                                &quot;serp_info&quot;: null\r\n                            },\r\n                            &quot;depth&quot;: 1,\r\n                            &quot;related_keywords&quot;: [\r\n                                &quot;replacement windows prices and sizes&quot;,\r\n                                &quot;replacement windows sizes and cost&quot;,\r\n                                &quot;window replacement companies near me&quot;,\r\n                                &quot;lowes windows replacement prices&quot;,\r\n                                &quot;types of replacement windows&quot;,\r\n                                &quot;replacement windows home depot&quot;,\r\n                                &quot;andersen replacement windows prices&quot;,\r\n                                &quot;pella basement windows replacement&quot;\r\n                            ]\r\n                        },\r\n                        {\r\n                            &quot;se_type&quot;: &quot;bing&quot;,\r\n                            &quot;keyword_data&quot;: {\r\n                                &quot;se_type&quot;: &quot;bing&quot;,\r\n                                &quot;keyword&quot;: &quot;home depot vinyl windows&quot;,\r\n                                &quot;location_code&quot;: 2840,\r\n                                &quot;language_code&quot;: &quot;en&quot;,\r\n                                &quot;keyword_info&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;last_updated_time&quot;: &quot;2022-02-24 22:50:24 +00:00&quot;,\r\n                                    &quot;competition&quot;: 0.5,\r\n                                    &quot;cpc&quot;: 0.5,\r\n                                    &quot;search_volume&quot;: 50,\r\n                                    &quot;monthly_searches&quot;: [\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 1,\r\n                                            &quot;search_volume&quot;: 50\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 12,\r\n                                            &quot;search_volume&quot;: 40\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 11,\r\n                                            &quot;search_volume&quot;: 60\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 10,\r\n                                            &quot;search_volume&quot;: 50\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 9,\r\n                                            &quot;search_volume&quot;: 60\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 8,\r\n                                            &quot;search_volume&quot;: 40\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 7,\r\n                                            &quot;search_volume&quot;: 50\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 6,\r\n                                            &quot;search_volume&quot;: 50\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 5,\r\n                                            &quot;search_volume&quot;: 40\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 4,\r\n                                            &quot;search_volume&quot;: 60\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 3,\r\n                                            &quot;search_volume&quot;: 90\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 2,\r\n                                            &quot;search_volume&quot;: 60\r\n                                        }\r\n                                    ]\r\n                                },\r\n                                &quot;keyword_properties&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;core_keyword&quot;: null,\r\n                                    &quot;synonym_clustering_algorithm&quot;: &quot;text_processing&quot;,\r\n                                    &quot;keyword_difficulty&quot;: 100,\r\n                                    &quot;detected_language&quot;: &quot;en&quot;,\r\n                                    &quot;is_another_language&quot;: false\r\n                                },\r\n                                &quot;serp_info&quot;: null\r\n                            },\r\n                            &quot;depth&quot;: 1,\r\n                            &quot;related_keywords&quot;: [\r\n                                &quot;home depot vinyl replacement windows&quot;,\r\n                                &quot;home depot vinyl windows prices&quot;,\r\n                                &quot;home depot vinyl window shades&quot;,\r\n                                &quot;home depot vinyl window blinds&quot;,\r\n                                &quot;home depot vinyl window covering&quot;,\r\n                                &quot;home depot vinyl windows 6500&quot;,\r\n                                &quot;home depot vinyl windows reviews&quot;,\r\n                                &quot;home depot vinyl window repair&quot;\r\n                            ]\r\n                        },\r\n                        {\r\n                            &quot;se_type&quot;: &quot;bing&quot;,\r\n                            &quot;keyword_data&quot;: {\r\n                                &quot;se_type&quot;: &quot;bing&quot;,\r\n                                &quot;keyword&quot;: &quot;residential windows&quot;,\r\n                                &quot;location_code&quot;: 2840,\r\n                                &quot;language_code&quot;: &quot;en&quot;,\r\n                                &quot;keyword_info&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;last_updated_time&quot;: &quot;2022-03-01 03:07:14 +00:00&quot;,\r\n                                    &quot;competition&quot;: 0.9,\r\n                                    &quot;cpc&quot;: 0.9,\r\n                                    &quot;search_volume&quot;: 780,\r\n                                    &quot;monthly_searches&quot;: [\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 1,\r\n                                            &quot;search_volume&quot;: 240\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 12,\r\n                                            &quot;search_volume&quot;: 370\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 11,\r\n                                            &quot;search_volume&quot;: 2630\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 10,\r\n                                            &quot;search_volume&quot;: 360\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 9,\r\n                                            &quot;search_volume&quot;: 460\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 8,\r\n                                            &quot;search_volume&quot;: 360\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 7,\r\n                                            &quot;search_volume&quot;: 1510\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 6,\r\n                                            &quot;search_volume&quot;: 2570\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 5,\r\n                                            &quot;search_volume&quot;: 210\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 4,\r\n                                            &quot;search_volume&quot;: 270\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 3,\r\n                                            &quot;search_volume&quot;: 210\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 2,\r\n                                            &quot;search_volume&quot;: 210\r\n                                        }\r\n                                    ]\r\n                                },\r\n                                &quot;keyword_properties&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;core_keyword&quot;: null,\r\n                                    &quot;synonym_clustering_algorithm&quot;: &quot;text_processing&quot;,\r\n                                    &quot;keyword_difficulty&quot;: 100,\r\n                                    &quot;detected_language&quot;: &quot;en&quot;,\r\n                                    &quot;is_another_language&quot;: false\r\n                                },\r\n                                &quot;serp_info&quot;: null\r\n                            },\r\n                            &quot;depth&quot;: 1,\r\n                            &quot;related_keywords&quot;: [\r\n                                &quot;residential windows manufacturers&quot;,\r\n                                &quot;replacement windows home depot&quot;,\r\n                                &quot;window and door replacement&quot;,\r\n                                &quot;windows for house&quot;,\r\n                                &quot;double hung windows replacement&quot;,\r\n                                &quot;cheap windows&quot;,\r\n                                &quot;windows for sale&quot;,\r\n                                &quot;home depot vinyl windows&quot;\r\n                            ]\r\n                        },\r\n                        {\r\n                            &quot;se_type&quot;: &quot;bing&quot;,\r\n                            &quot;keyword_data&quot;: {\r\n                                &quot;se_type&quot;: &quot;bing&quot;,\r\n                                &quot;keyword&quot;: &quot;microsoft official home page&quot;,\r\n                                &quot;location_code&quot;: 2840,\r\n                                &quot;language_code&quot;: &quot;en&quot;,\r\n                                &quot;keyword_info&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;last_updated_time&quot;: &quot;2022-03-14 13:39:08 +00:00&quot;,\r\n                                    &quot;competition&quot;: 0.1,\r\n                                    &quot;cpc&quot;: null,\r\n                                    &quot;search_volume&quot;: 110,\r\n                                    &quot;monthly_searches&quot;: [\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 2,\r\n                                            &quot;search_volume&quot;: 200\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2022,\r\n                                            &quot;month&quot;: 1,\r\n                                            &quot;search_volume&quot;: 170\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 12,\r\n                                            &quot;search_volume&quot;: 130\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 11,\r\n                                            &quot;search_volume&quot;: 130\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 10,\r\n                                            &quot;search_volume&quot;: 140\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 9,\r\n                                            &quot;search_volume&quot;: 150\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 8,\r\n                                            &quot;search_volume&quot;: 80\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 7,\r\n                                            &quot;search_volume&quot;: 100\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 6,\r\n                                            &quot;search_volume&quot;: 50\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 5,\r\n                                            &quot;search_volume&quot;: 60\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 4,\r\n                                            &quot;search_volume&quot;: 40\r\n                                        },\r\n                                        {\r\n                                            &quot;year&quot;: 2021,\r\n                                            &quot;month&quot;: 3,\r\n                                            &quot;search_volume&quot;: 60\r\n                                        }\r\n                                    ]\r\n                                },\r\n                                &quot;keyword_properties&quot;: {\r\n                                    &quot;se_type&quot;: &quot;bing&quot;,\r\n                                    &quot;core_keyword&quot;: null,\r\n                                    &quot;synonym_clustering_algorithm&quot;: &quot;text_processing&quot;,\r\n                                    &quot;keyword_difficulty&quot;: 100,\r\n                                    &quot;detected_language&quot;: &quot;en&quot;,\r\n                                    &quot;is_another_language&quot;: false\r\n                                },\r\n                                &quot;serp_info&quot;: null\r\n                            },\r\n                            &quot;depth&quot;: 1,\r\n                            &quot;related_keywords&quot;: [\r\n                                &quot;make microsoft my home page&quot;,\r\n                                &quot;microsoft official home page usa&quot;,\r\n                                &quot;microsoft help chat live support&quot;,\r\n                                &quot;microsoft home page windows 10&quot;,\r\n                                &quot;microsoft store page&quot;,\r\n                                &quot;how to change home page in edge&quot;,\r\n                                &quot;microsoft corporation home page&quot;,\r\n                                &quot;microsoft edge home page&quot;\r\n                            ]\r\n                        }\r\n                    ]\r\n                }\r\n            ]\r\n        }\r\n    ]\r\n}<\/code><\/pre><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text] Related Keywords \u200c\u200c The Related Keywords endpoint provides keywords appearing in the &#8220;searches related to&#8221; SERP element. You can get up to 4680 keyword ideas by specifying the search depth. Each related keyword comes with search volume rate for the last month, search volume trend for the previous 12 months, as well as current [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template.php","meta":{"apibase_doc_request_yaml":"","apibase_doc_request_additional_yaml":"","apibase_doc_response_yaml":"","footnotes":""},"class_list":["post-13151","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/pages\/13151","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/comments?post=13151"}],"version-history":[{"count":20,"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/pages\/13151\/revisions"}],"predecessor-version":[{"id":21611,"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/pages\/13151\/revisions\/21611"}],"wp:attachment":[{"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/media?parent=13151"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}