{"id":941,"date":"2023-07-31T21:41:29","date_gmt":"2023-07-31T18:41:29","guid":{"rendered":"http:\/\/www.etimm.ase.ro\/?p=941"},"modified":"2023-07-31T21:41:30","modified_gmt":"2023-07-31T18:41:30","slug":"discovering-efficient-keywords-an-exploratory-study-on-comparing-the-use-of-chatgpt-and-other-third-party-tools","status":"publish","type":"post","link":"https:\/\/www.etimm.ase.ro\/?p=941","title":{"rendered":"Discovering Efficient Keywords \u2013 An Exploratory Study on Comparing the Use of ChatGPT and Other Third-party Tools"},"content":{"rendered":"<h4>\n<span style=\"font-size:12px;\"><span style=\"font-family: georgia,serif;\"><strong>Title<\/strong><\/span><\/span><\/h4>\n<p style=\"text-align: justify;\">\n<span style=\"font-size:12px;\"><span style=\"font-family: georgia,serif;\"><meta name=\"citation_title\" content=\"Discovering Efficient Keywords \u2013 An Exploratory Study on Comparing the Use of ChatGPT and Other Third-party Tools\">Discovering Efficient Keywords \u2013 An Exploratory Study on Comparing the Use of ChatGPT and Other Third-party Tools<\/span><\/span><\/p>\n<h4>\n<span style=\"font-size:12px;\"><span style=\"font-family: georgia,serif;\"><strong>Author<\/strong><\/span><\/span><\/h4>\n<p style=\"text-align: justify;\">\n<span style=\"font-size:12px;\"><span style=\"font-family: georgia,serif;\"><meta name=\"citation_author\" content=\"Pingjun Jiang\">Pingjun Jiang<\/span><\/span><\/p>\n<p><span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><meta name=\"citation_publication_date\" content=\"2023\/07\/31\"><meta name=\"citation_journal_title\" content=\"Journal of Emerging Trends in Marketing and Management\"><meta name=\"citation_volume\" content=\"I\"><meta name=\"citation_issue\" content=\"2\"><meta name=\"citation_firstpage\" content=\"40\"><meta name=\"citation_lastpage\" content=\"45\"><meta name=\"citation_place_published\" content=\"Bucharest, Romania\"><meta name=\"citation_publisher\" content=\"The Bucharest University of Economic Studies Publishing House\"><meta name=\"citation_issn\" content=\"2537-5865\"><\/span><\/span><\/p>\n<h4>\n<span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><strong>Classification JEL <\/strong><\/span><\/span><\/h4>\n<p style=\"text-align: justify;\">\n<span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><meta name=\"citation_classification_jel\" content=\"M30, M31, M37.\">M30, M31, M37.<\/span><\/span><\/p>\n<h4>\n<span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><strong>Abstract<\/strong><\/span><\/span><\/h4>\n<p style=\"text-align: justify;\">\n<span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><meta name=\"citation_abstract\" content=\"ChatGPT has become a popular keyword discovery tool since it was introduced to the market in late 2022.  This study is to compare the effectiveness of this new keyword discovery tool and Spyfu, a widely used third-party tool. The comparison aims to examine which tool is more effective in discovering efficient keywords. The keyword efficiency scores are defined and calculated by using the Data Envelopment Analysis (DEA) based on historical data from a specific period of time.  Both ChatGPT and a third-party tool (Spyfu) provide two lists of top keywords with Broad Match and Modified Broad Match.  It is found that about forty percent of Spyfu recommended keywords turn out to be efficient, while less than twenty percent of the keywords generated by ChatGPT are efficient. The results of the study indicate that ChatGPT is not as effective in discovering efficient keywords compared to Spyfu. However, ChatGPT is found to be highly effective in predicting search trends and identifying long-tail keywords and query questions that are specific and targeted to the users' needs. A combination of both tools may provide the best results for keyword discovery and strategy fine-tuning.\">ChatGPT has become a popular keyword discovery tool since it was introduced to the market in late 2022.  This study is to compare the effectiveness of this new keyword discovery tool and Spyfu, a widely used third-party tool. The comparison aims to examine which tool is more effective in discovering efficient keywords. The keyword efficiency scores are defined and calculated by using the Data Envelopment Analysis (DEA) based on historical data from a specific period of time.  Both ChatGPT and a third-party tool (Spyfu) provide two lists of top keywords with Broad Match and Modified Broad Match.  It is found that about forty percent of Spyfu recommended keywords turn out to be efficient, while less than twenty percent of the keywords generated by ChatGPT are efficient. The results of the study indicate that ChatGPT is not as effective in discovering efficient keywords compared to Spyfu. However, ChatGPT is found to be highly effective in predicting search trends and identifying long-tail keywords and query questions that are specific and targeted to the users&#8217; needs. A combination of both tools may provide the best results for keyword discovery and strategy fine-tuning.<\/span><\/span><\/p>\n<h4>\n<span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><strong>Keywords<\/strong><\/span><\/span><\/h4>\n<p style=\"text-align: justify;\">\n<span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><meta name=\"citation_Keywords\" content=\"Data Envelopment Analysis (DEA), Keyword Efficiency, ChatGPT, Search Engine Marketing.\">Data Envelopment Analysis (DEA), Keyword Efficiency, ChatGPT, Search Engine Marketing.<\/span><\/span><\/p>\n<h4>\n<span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><strong>Full Text: <meta name=\"citation_pdf_url\" content=\"http:\/\/www.etimm.ase.ro\/RePEc\/aes\/jetimm\/2023\/JETIMM_V02_2023_62.pdf\"><a href=\"http:\/\/www.etimm.ase.ro\/RePEc\/aes\/jetimm\/2023\/JETIMM_V02_2023_62.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"color: rgb(0, 0, 205);\">download pdf<\/span><\/a><\/strong><\/span><\/span><\/h4>\n<p><span style=\"font-family:georgia,serif;\"><span style=\"font-size:12px;\"><strong>Cite: <a href=\"http:\/\/www.etimm.ase.ro\/RePEc\/aes\/jetimm\/2023\/JETIMM_V02_2023_62.ris\" target=\"_blank\" rel=\"noopener\"><span style=\"color: rgb(255, 0, 0);\">download citation<\/span><\/a> (for EndNote, Reference Manager, ProCite)<\/strong><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Title Discovering Efficient Keywords \u2013 An Exploratory Study on Comparing the Use of ChatGPT and Other Third-party Tools Author Pingjun Jiang Classification JEL M30, M31, M37. Abstract ChatGPT has become a popular keyword discovery tool since it was introduced to the market in late 2022. This study is to compare &hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_ef_editorial_meta_date_first-draft-date":"","_ef_editorial_meta_paragraph_assignment":"","_ef_editorial_meta_checkbox_needs-photo":"","_ef_editorial_meta_number_word-count":"","footnotes":""},"categories":[30],"tags":[],"coauthors":[],"class_list":["post-941","post","type-post","status-publish","format-standard","hentry","category-jetimm_2023"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=\/wp\/v2\/posts\/941","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=941"}],"version-history":[{"count":1,"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=\/wp\/v2\/posts\/941\/revisions"}],"predecessor-version":[{"id":942,"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=\/wp\/v2\/posts\/941\/revisions\/942"}],"wp:attachment":[{"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=941"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=941"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=941"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.etimm.ase.ro\/index.php?rest_route=%2Fwp%2Fv2%2Fcoauthors&post=941"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}