{"id":46359,"date":"2026-03-25T14:51:22","date_gmt":"2026-03-25T14:51:22","guid":{"rendered":"https:\/\/alienroad.com\/%eb%b6%84%eb%a5%98%eb%90%98%ec%a7%80-%ec%95%8a%ec%9d%8c\/ai-advertising-optimization-key-developments-from-november-2\/"},"modified":"2026-03-29T01:16:00","modified_gmt":"2026-03-29T01:16:00","slug":"ai-advertising-optimization-key-developments-from-november-2","status":"publish","type":"post","link":"https:\/\/alienroad.com\/ko\/ai-advertising-optimization-2\/ai-advertising-optimization-key-developments-from-november-2\/","title":{"rendered":"AI  : 2025 11"},"content":{"rendered":"<h2>2025 11 AI   <\/h2>\n<p>2025 11,        .   AI              . Google Ads Meta      AI               .   AdExchanger Marketing Dive            .  , eMarketer   AI    2025      40%         .<\/p>\n<p>AI                  . 11             .    (CTR)  (CPA)          .          &#8211;  . , AI       Forrester Research      25%   . ,               (ROAS) .     ,         AI      .<\/p>\n<h2>  : AI   <\/h2>\n<p>   AI     ,       . 2025 11, TechCrunch  Amazon <a href=\"https:\/\/alienroad.com\/ai-optimization-2\/mastering-ai-advertising-optimization-top-generative-ai-tools-for-search-rankings-in-2025\/\">advertising<\/a>             .                  15-20% ROAS  .<\/p>\n<h3>     <\/h3>\n<p>    ,  , ,        .  , Adobe Sensei  AI   CTR 2%           . HubSpot 11          CPA 18%    .       ,   , API      .<\/p>\n<h3>    <\/h3>\n<p>2025 11         ,   . AI             .  AI           . Gartner        30%       .<\/p>\n<h2>AI   :   <\/h2>\n<p>   , AI     . 2025 11 AdAge              .                .<\/p>\n<h3>      <\/h3>\n<p>AI              .  ,          &#8221;  &#8216; &#8216;      . Nielsen 11      22% ,     35%   .<\/p>\n<h3>AI    <\/h3>\n<p>, AI  11 EU      .      GDPR  .       ,     . Privacy International        10% .<\/p>\n<h2> :     AI <\/h2>\n<p>  AI      , 2025 11       . LinkedIn Ads           AI  .       A\/B      .<\/p>\n<h3>     <\/h3>\n<p>AI           . 11 Salesforce    e-         28%   .   CRM            .<\/p>\n<h3>    ROAS <\/h3>\n<p>AI              . Creative Review 11    AI    ROAS 40%   .  Google Performance Max             ,        .<\/p>\n<h2>  :   <\/h2>\n<p>   AI   ,      . 2025 11, Bloomberg Microsoft <a href=\"https:\/\/alienroad.com\/ai-optimization-2\/ai-advertising-optimization-comprehensive-review-hotwire-gaio-tech\/\">advertising<\/a>             .       ,    12-15%  .<\/p>\n<h3>AI    <\/h3>\n<p>    ,  ROAS CPA      . AI      , PPC Hero 11      25%     .            .<\/p>\n<h3>   <\/h3>\n<p>  ,    . IAB 11  AI          . Deloitte         18% , AI       .<\/p>\n<h2>AI    <\/h2>\n<p>2025 11   , AI             .         , McKinsey   2027 AI     50%  .  AI            ,      .<\/p>\n<p>   Alien Road AI         .      ,  ,           ROAS .  Alien Road               .<\/p>\n<h2>2025 11 AI      <\/h2>\n<h3>AI   ?<\/h3>\n<p>AI             . 2025 11  , ,       ROAS      .                .<\/p>\n<h3>AI       ?<\/h3>\n<p>AI      CTR            . 2025 11           .     AI     , Google    20%   .<\/p>\n<h3>AI      ?<\/h3>\n<p>AI                . 2025 11  AI           .       25%   ,       .<\/p>\n<h3>AI     ?<\/h3>\n<p>AI           . 2025 11    A\/B     30%    .        AI           .<\/p>\n<h3>      ?<\/h3>\n<p>             . 2025 11        15%  ROAS  .              .<\/p>\n<h3>2025 11     AI  ?<\/h3>\n<p>2025 11     AI  Google Performance Max Meta Advantage+   ,      .     ,       40% ROAS  .<\/p>\n<h3>AI   ROAS  ?<\/h3>\n<p>AI          ROAS . 2025 11       AI CPA 18%   .         ,        .<\/p>\n<h3>AI      ?<\/h3>\n<p>  AI          . 2025 11         .      AI            .<\/p>\n<h3>   AI  ?<\/h3>\n<p>   AI        API   . 2025 11      .          15%       .<\/p>\n<h3>    AI  ?<\/h3>\n<p>AI          ,  . 2025 11      35%   .        ,        .<\/p>\n<h3>AI      ?<\/h3>\n<p>AI      CTR, CPA, ROAS,  . 2025 11      2-5% CTR  .     ,        .<\/p>\n<h3>AI    ?<\/h3>\n<p>AI         . 2025 11       25%      .         .<\/p>\n<h3>AI     ?<\/h3>\n<p>AI        . 2025 11          20% .           .<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2025 11 AI 2025 11, . AI . Google Ads Meta AI . AdExchanger Marketing Dive . , eMarketer AI 2025 40% . AI . 11 . (CTR) (CPA) . &#8211; . , AI Forrester Research 25% . , (ROAS) . , AI . : AI AI , . 2025 11, TechCrunch Amazon advertising . [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":45066,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1171],"tags":[546],"class_list":["post-46359","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-advertising-optimization-2","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/46359","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/comments?post=46359"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/46359\/revisions"}],"predecessor-version":[{"id":46361,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/46359\/revisions\/46361"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/media\/45066"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/media?parent=46359"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/categories?post=46359"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/tags?post=46359"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}