{"id":21893,"date":"2025-07-25T14:35:43","date_gmt":"2025-07-25T14:35:43","guid":{"rendered":"https:\/\/docs.dataforseo.com\/v3\/?page_id=21893"},"modified":"2026-02-24T14:20:52","modified_gmt":"2026-02-24T14:20:52","slug":"ai_optimization-overview","status":"publish","type":"page","link":"https:\/\/docs.dataforseo.com\/v3\/ai_optimization-overview\/","title":{"rendered":"ai_optimization\/overview"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text]<\/p>\n<h1 id=\"introduction\">AI Optimization API: Overview<\/h1>\n    <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                    This API is the ultimate source of data for AI search optimization            <\/div>\n    \n<p>DataForSEO AI Optimization API provides data for keyword discovery, conversational optimization, and real-time LLM benchmarking. <\/p>\n<p>It encompasses the following purpose-driven APIs:<\/p>\n<p>\u2022 <a href=\"\/v3\/ai_optimization\/llm_responses\/overview\/\">LLM Responses API<\/a> enables real-time generation of structured responses from leading LLMs, including ChatGPT, Claude, Gemini, and Perplexity, based on your specified input parameters.<\/p>\n<p>\u2022 <a href=\"\/v3\/ai_optimization\/chat_gpt\/llm_scraper\/overview\/\">LLM Scraper API<\/a> provides results from scraped ChatGPT searches, based on the keyword and other input parameters.<\/p>\n<p>\u2022 <a href=\"\/v3\/ai_optimization\/ai_keyword_data\/overview\/\">AI Keyword Data API<\/a> delivers search volume estimates and user intent insights based on keyword usage in AI tools like ChatGPT and other large language models.<\/p>\n<p>\u2022 <a href=\"\/v3\/ai_optimization\/llm_mentions\/overview\/\">LLM Mentions API<\/a> provides data on keyword, brand and website mentions in LLMs, including metrics like AI search volume, impressions and mentions count.<\/p>\n<p>To find answers on common questions about AI Optimization API and find guidance on most efficient use, <a href=\"https:\/\/dataforseo.com\/help-center\/category\/ai-optimization-api\" rel=\"noopener noreferrer\" target=\"_blank\">visit our Help Center.<\/a><\/p>\n<h3>Methods<\/h3>\n<p>&nbsp;<br \/>\nThe cost of using AI Optimization API depends on the selected method and priority of task execution. Available methods and priorities are described below.<\/p>\n<p>DataForSEO has two main methods to deliver the results: Standard and Live.<\/p>\n<p>If your system requires delivering instant results, <strong>the Live method<\/strong> is the best solution for you. Unlike the Standard method, this method doesn\u2019t require making separate POST and GET requests to the corresponding endpoints.<\/p>\n<p>If you don\u2019t need to receive data in real-time, you can use <strong>the Standard method<\/strong> of data retrieval. This method requires making separate POST and GET requests, but it\u2019s more affordable. Using this method, you can retrieve the results after our system collects them.<\/p>\n<p>\u200cAlternatively, you can specify <code>pingback_url<\/code> or <code>postback_url<\/code> when setting a task, and we will notify you on completion of tasks or send them to you respectively.<\/p>\n<p>If you need to set several tasks, you can receive the list of id for all completed tasks using <strong>\u2018Tasks Ready\u2019<\/strong> endpoint, and then collect the results of each separate task using \u2018Task GET\u2019 endpoint.<\/p>\n<p>AI Keyword Data API and LLM Mentions API support only the Live method of data retrieval. LLM Responses and LLM Scraper APIs support both Standard and Live methods, depending on the selected AI platform.<\/p>\n<h3>Cost<\/h3>\n<p>&nbsp;<br \/>\nThe cost can be calculated on the <a title=\"Pricing\" href=\"https:\/\/dataforseo.com\/pricing\/ai-optimization\" target=\"_blank\" rel=\"noopener noreferrer\">Pricing<\/a> page. You can check your spending in your <a href=\"https:\/\/app.dataforseo.com\/api-access\" target=\"_blank\" rel=\"noopener noreferrer\">account dashboard<\/a> or by making a separate call to <a href=\"\/v3\/appendix\/user_data\/?php\" target=\"_blank\" rel=\"noopener noreferrer\">the User Data endpoint<\/a><\/p>\n<p>You can test AI Optimization API for free using DataForSEO <a href=\"\/v3\/appendix\/sandbox\/\">Sandbox.<\/a><br \/>\n[\/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>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text] AI Optimization API: Overview This API is the ultimate source of data for AI search optimization DataForSEO AI Optimization API provides data for keyword discovery, conversational optimization, and real-time LLM benchmarking. It encompasses the following purpose-driven APIs: \u2022 LLM Responses API enables real-time generation of structured responses from leading LLMs, including ChatGPT, Claude, Gemini, [&hellip;]<\/p>\n","protected":false},"author":17,"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-21893","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/pages\/21893","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\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/comments?post=21893"}],"version-history":[{"count":16,"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/pages\/21893\/revisions"}],"predecessor-version":[{"id":23975,"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/pages\/21893\/revisions\/23975"}],"wp:attachment":[{"href":"https:\/\/docs.dataforseo.com\/v3\/wp-json\/wp\/v2\/media?parent=21893"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}