{"id":59296,"date":"2025-02-27T16:31:48","date_gmt":"2025-02-27T15:31:48","guid":{"rendered":"https:\/\/mariuszbrandt.pl\/programmatic-advertising-at-the-enterprise-level-27\/"},"modified":"2025-02-27T16:31:48","modified_gmt":"2025-02-27T15:31:48","slug":"programmatic-advertising-at-the-enterprise-level-27","status":"publish","type":"post","link":"https:\/\/mariuszbrandt.pl\/en\/programmatic-advertising-at-the-enterprise-level-27\/","title":{"rendered":"Programmatic Advertising at the enterprise level #27"},"content":{"rendered":"\n<p>Programmatic advertising at the enterprise level is an advanced topic that requires not only technological precision, but also a strategic approach to managing campaigns on a global scale. Let&#8217;s discuss this topic in detail, starting from the basics, through technical aspects to specific case studies. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-wprowadzenie-do-programmatic-advertising-na-poziomie-enterprise\"><strong>Introduction to Programmatic Advertising at the enterprise level<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-czym-jest-programmatic-advertising\">What is programmatic advertising?<\/h4>\n\n\n\n<p>Programmatic advertising is the automatic buying and selling of real-time advertising (RTB &#8211; Real-Time Bidding) through technology platforms. Unlike traditional ad buying methods, programmatic allows for precise targeting, real-time optimization and scaling of campaigns on a global level. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kluczowe-komponenty-programmatic-advertising\">Key components of programmatic advertising:<\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>DSP (Demand-Side Platform)<\/strong>:\n<ul class=\"wp-block-list\">\n<li>A platform that allows advertisers to automatically buy advertising space.<\/li>\n\n\n\n<li>Examples: Google DV360, The Trade Desk, MediaMath.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>DMP (Data Management Platform)<\/strong>:\n<ul class=\"wp-block-list\">\n<li>A platform for collecting, analyzing and segmenting user data.<\/li>\n\n\n\n<li>Examples: Salesforce DMP, Oracle BlueKai, Adobe Audience Manager.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>SSP (Supply-Side Platform)<\/strong>:\n<ul class=\"wp-block-list\">\n<li>A platform that allows publishers to sell advertising space.<\/li>\n\n\n\n<li>Examples: Google Ad Manager, PubMatic, OpenX.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Re Exchange<\/strong>:\n<ul class=\"wp-block-list\">\n<li>A marketplace where DSPs and SSPs meet to conduct real-time advertising auctions.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-dlaczego-programmatic-advertising-jest-kluczowy-dla-enterprise\">Why is programmatic advertising crucial to the enterprise?<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Scalability<\/strong>: The ability to run campaigns in multiple countries and markets simultaneously.<\/li>\n\n\n\n<li><strong>Precision<\/strong>: Targeting based on behavioral, demographic and contextual data.<\/li>\n\n\n\n<li><strong>Real-time optimization<\/strong>: Automatically adjust campaigns to changing market conditions.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-jak-zarzadzac-kampaniami-programmatic-w-skali-globalnej\"><strong>How to manage programmatic campaigns on a global scale?<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-krok-1-wybor-odpowiednich-platform-dsp-i-dmp\">Step 1: Select the appropriate platforms (DSP and DMP)<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>DSP<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Google DV360<\/strong>: Ideal for companies that want to integrate programmatic with other Google tools (e.g. Google Analytics, YouTube).<\/li>\n\n\n\n<li><strong>The Trade Desk<\/strong>: Popular with global brands due to its broad targeting capabilities and integration with various DMPs.<\/li>\n\n\n\n<li><strong>MediaMath<\/strong>: Offers advanced optimization features and support for global campaigns.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>DMP<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Salesforce DMP<\/strong>: Allows integration of data from various sources, including CRM, social media, offline data.<\/li>\n\n\n\n<li><strong>Adobe Audience Manager<\/strong>: ideal for companies using the Adobe ecosystem (e.g. Adobe Analytics, Adobe Experience Cloud).<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-krok-2-integracja-danych-i-segmentacja-odbiorcow\">Step 2: Data integration and audience segmentation<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data collection<\/strong>:\n<ul class=\"wp-block-list\">\n<li>First-party data: CRM, website, mobile apps.<\/li>\n\n\n\n<li>Second-party data: Business partners.<\/li>\n\n\n\n<li>Third-party data: Third-party data providers.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Audience segmentation<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Create segments based on behavior, demographics, location, interests.<\/li>\n\n\n\n<li>Example: Segment \u201cwomen 25-34, interested in fashion, from large cities in Europe.\u201d<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-krok-3-planowanie-i-optymalizacja-kampanii\">Step 3: Plan and optimize your campaign<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Targeting<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Behavioral Targeting<\/strong>: Ads based on user behavior (e.g., products viewed).<\/li>\n\n\n\n<li><strong>Contextual Targeting<\/strong>: Ads tailored to the content of the page (e.g., car ads on a page about automobiles).<\/li>\n\n\n\n<li><strong>Geotargeting<\/strong>: Ads tailored to the user&#8217;s location.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Real-time optimization<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Automatically adjust budgets, bids and creatives based on campaign performance.<\/li>\n\n\n\n<li>Example: If a campaign in Germany performs better than in France, the budget is automatically redirected to Germany.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-krok-4-pomiar-i-analiza-wynikow\">Step 4: Measurement and analysis of results<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Key metrics<\/strong>:\n<ul class=\"wp-block-list\">\n<li>CTR (Click-Through Rate), CPA (Cost Per Acquisition), ROAS (Return on Ad Spend).<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Analysis tools<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Google Analytics<\/strong>: To track conversions and user behavior.<\/li>\n\n\n\n<li><strong>Tableau<\/strong>, <strong>Power BI<\/strong>: For data visualization and reporting.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-case-study-jak-globalne-marki-optymalizuja-swoje-kampanie-w-czasie-rzeczywistym\"><strong>Case study: How do global brands optimize their campaigns in real time?<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-case-study-1-nbsp-nike-personalizacja-w-skali-globalnej\">Case Study 1: <strong>Nike &#8211; Personalization on a global scale<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Challenge<\/strong>: Nike wanted to increase the effectiveness of its advertising campaigns in different regions by providing personalized content.<\/li>\n\n\n\n<li><strong>Solution<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Using <strong>Salesforce DMPs<\/strong> to segment audiences based on online purchase and behavior data.<\/li>\n\n\n\n<li>Integration with <strong>Google DV360<\/strong> for automatic campaign targeting and optimization.<\/li>\n\n\n\n<li>Real-time personalization of creatives based on users&#8217; location and preferences.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Results<\/strong>: 20% increase in CTR and 15% increase in sales in the regions covered by the campaign.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-case-study-2-nbsp-coca-cola-optymalizacja-budzetu-w-czasie-rzeczywistym\">Case Study 2: <strong>Coca-Cola &#8211; Real-time budget optimization<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The challenge<\/strong>: Coca-Cola wanted to optimize its advertising budget in real time to maximize ROI.<\/li>\n\n\n\n<li><strong>Solution<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Using <strong>The Trade Desk<\/strong> to manage campaigns in real time.<\/li>\n\n\n\n<li>Integration with <strong>Adobe Audience Manager<\/strong> to analyze consumer behavior data.<\/li>\n\n\n\n<li>Automatically redirect the budget to the regions and channels with the highest efficiency.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Results<\/strong>: 25% increase in ROAS and 10% reduction in campaign costs.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-case-study-3-nbsp-unilever-integracja-danych-offline-i-online\">Case Study 3: <strong>Unilever &#8211; Integration of offline and online data<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The challenge<\/strong>: Unilever wanted to integrate offline data (e.g., in-store sales) with online data to better target ads.<\/li>\n\n\n\n<li><strong>Solution<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Using <strong>Oracle BlueKai<\/strong> to integrate data from different sources.<\/li>\n\n\n\n<li>Implementing <strong>MediaMath<\/strong> to manage programmatic campaigns.<\/li>\n\n\n\n<li>Targeting ads based on offline purchase data and online behavior.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Results<\/strong>: 30% increase in campaign effectiveness and 20% increase in sales at stationary stores.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-podsumowanie\">Summary<\/h3>\n\n\n\n<p>Programmatic advertising at the enterprise level is a powerful tool that allows global brands to effectively manage advertising campaigns on a global scale. The use of DSPs and DMPs enables precise targeting, real-time optimization and integration of data from various sources. Case studies from companies such as Nike, Coca-Cola and Unilever show how effectively these technologies can be used to achieve impressive results.  <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Programmatic advertising at the enterprise level is a topic that requires an understanding of both technology and data management processes. Let&#8217;s now discuss in more detail the technical aspects that are key to successfully implementing and managing programmatic campaigns on a global scale. <\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-technologie-kluczowe-dla-programmatic-advertising\"><strong>Key technologies for programmatic advertising<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>Demand-Side Platforms (DSP)<\/strong>.<\/h4>\n\n\n\n<p>DSPs are platforms that allow advertisers to automatically buy advertising space in real-time (RTB &#8211; Real-Time Bidding).<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Key DSP features<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Targeting<\/strong>: The ability to precisely target based on demographic, behavioral, geographic and contextual data.<\/li>\n\n\n\n<li><strong>Real-time optimization<\/strong>: Automatically adjust campaigns to changing market conditions.<\/li>\n\n\n\n<li><strong>Integration with DMPs<\/strong>: Combine data from data management platforms (DMPs) for better targeting.<\/li>\n\n\n\n<li><strong>Reporting<\/strong>: Advanced tools for analyzing and reporting campaign results.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>DSP examples<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Google DV360<\/strong>: Integrates with other Google tools, such as Google Analytics and YouTube.<\/li>\n\n\n\n<li><strong>The Trade Desk<\/strong>: Popular among global brands because of its broad targeting capabilities.<\/li>\n\n\n\n<li><strong>MediaMath<\/strong>: Offers advanced optimization features and support for global campaigns.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>data management platforms (DMPs)<\/strong><\/h4>\n\n\n\n<p>DMPs are platforms that allow the collection, analysis and segmentation of user data.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Key DMP Features<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Data collection<\/strong>: Integrate data from various sources such as CRM, website, social media, offline data.<\/li>\n\n\n\n<li><strong>Audience segmentation<\/strong>: Create segments based on behavior, demographics, location, interests.<\/li>\n\n\n\n<li><strong>Integration with DSP<\/strong>: Provide data to DSP for precise targeting.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>DMP examples<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Salesforce DMP<\/strong>: Allows integration of data from various sources, including CRM, social media, offline data.<\/li>\n\n\n\n<li><strong>Adobe Audience Manager<\/strong>: ideal for companies using the Adobe ecosystem (e.g. Adobe Analytics, Adobe Experience Cloud).<\/li>\n\n\n\n<li><strong>Oracle BlueKai<\/strong>: Offers advanced data analysis and cross-platform integration features.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>Supply-Side Platforms (SSP)<\/strong><\/h4>\n\n\n\n<p>SSPs are platforms that allow publishers to sell advertising space.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Key SSP features<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Sales automation<\/strong>: Automatic listing of advertising space for RTB auctions.<\/li>\n\n\n\n<li><strong>Revenue optimization<\/strong>: Adjust pricing and availability of advertising space to maximize revenue.<\/li>\n\n\n\n<li><strong>Integration with DSP<\/strong>: Connecting with DSP to conduct advertising auctions.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>SSP examples<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Google Ad Manager<\/strong>: a popular tool for managing advertising space.<\/li>\n\n\n\n<li><strong>PubMatic<\/strong>: Offers advanced revenue optimization features.<\/li>\n\n\n\n<li><strong>OpenX<\/strong>: A platform for managing and selling advertising space.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-procesy-techniczne-w-programmatic-advertising\"><strong>Technical processes in programmatic advertising<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>data collection and integration<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data sources<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>First-party data<\/strong>: data from CRM, website, mobile apps.<\/li>\n\n\n\n<li><strong>Second-party data<\/strong>: data from business partners.<\/li>\n\n\n\n<li><strong>Third-party data<\/strong>: Data from <strong>third-party<\/strong> providers.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Integration tools<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>ETL (Extract, Transform, Load)<\/strong>: Tools such as Talend, Informatica.<\/li>\n\n\n\n<li><strong>Customer Data Platform (CDP)<\/strong>: Salesforce CDP, Adobe Experience Platform.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>audience segmentation<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Segment creation<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Based on demographics, behavioral data, geography, interests.<\/li>\n\n\n\n<li>Example: Segment \u201cwomen 25-34, interested in fashion, from large cities in Europe.\u201d<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Segmentation tools<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>DMP<\/strong>: Salesforce DMP, Adobe Audience Manager.<\/li>\n\n\n\n<li><strong>Analytics<\/strong>: Google Analytics, Adobe Analytics.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>campaign targeting and optimization<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Targeting<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Behavioral Targeting<\/strong>: Ads based on user behavior (e.g., products viewed).<\/li>\n\n\n\n<li><strong>Contextual Targeting<\/strong>: Ads tailored to the content of the page (e.g., car ads on a page about automobiles).<\/li>\n\n\n\n<li><strong>Geotargeting<\/strong>: Ads tailored to the user&#8217;s location.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Real-time optimization<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Automatically adjust budgets, bids and creatives based on campaign performance.<\/li>\n\n\n\n<li>Example: If a campaign in Germany performs better than in France, the budget is automatically redirected to Germany.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. <strong>measurement and analysis of results<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Key metrics<\/strong>:\n<ul class=\"wp-block-list\">\n<li>CTR (Click-Through Rate), CPA (Cost Per Acquisition), ROAS (Return on Ad Spend).<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Analysis tools<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Google Analytics<\/strong>: To track conversions and user behavior.<\/li>\n\n\n\n<li><strong>Tableau<\/strong>, <strong>Power BI<\/strong>: For data visualization and reporting.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-zaawansowane-techniki-i-narzedzia\"><strong>Advanced techniques and tools<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>programmatic direct<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What it is<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Automatic ad buys without RTB auctions, often based on predetermined terms.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Benefits<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Better control over the quality of advertising space.<\/li>\n\n\n\n<li>Possibility to negotiate prices and terms.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>private marketplaces (PMPs)<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What it is<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Closed advertising auctions, available only to selected advertisers.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Benefits<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Access to premium advertising space.<\/li>\n\n\n\n<li>Greater transparency and control.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>cross-device targeting<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What it is<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Targeting ads on different devices (desktop, mobile, tablet) based on user data.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Benefits<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Better understanding of the customer&#8217;s purchase path.<\/li>\n\n\n\n<li>Higher campaign effectiveness.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. <strong>AI and Machine Learning in programmatic<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Applications<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Predictive Analytics<\/strong>: Predict user behavior and optimize campaigns.<\/li>\n\n\n\n<li><strong>Dynamic Creative Optimization (DCO)<\/strong>: Automatically adjusting creatives in real time.<\/li>\n\n\n\n<li><strong>Fraud Detection<\/strong>: Detecting and blocking advertising fraud.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Tools<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Google DV360<\/strong>: Offers advanced AI features for campaign optimization.<\/li>\n\n\n\n<li><strong>The Trade Desk<\/strong>: Uses machine learning for targeting and optimization.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">Summary<\/h3>\n\n\n\n<p>Programmatic advertising at the enterprise level requires an understanding of both technology and data management processes. Key technologies include DSP, DMP and SSP, which enable precise targeting, real-time optimization and integration of data from different sources. Advanced techniques such as programmatic direct, private marketplaces and cross-device targeting allow campaigns to be even more effective. The use of AI and machine learning further enhances optimization and analysis capabilities.   <\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Programmatic advertising at the enterprise level is an advanced topic that requires not only technological precision, but also a strategic approach to managing campaigns on a global scale. Let&#8217;s discuss this topic in detail, starting from the basics, through technical aspects to specific case studies. Introduction to Programmatic Advertising at the enterprise level What is&hellip;<\/p>\n","protected":false},"author":1,"featured_media":59059,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"footnotes":""},"categories":[546,566,544],"tags":[],"class_list":["post-59296","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analityka","category-analytics","category-marketing","category-546","category-566","category-544","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Programmatic Advertising at the enterprise level #27 - Mariusz Brandt<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mariuszbrandt.pl\/en\/programmatic-advertising-at-the-enterprise-level-27\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Programmatic Advertising at the enterprise level #27 - Mariusz Brandt\" \/>\n<meta property=\"og:description\" content=\"Programmatic advertising at the enterprise level is an advanced topic that requires not only technological precision, but also a strategic approach to managing campaigns on a global scale. Let&#8217;s discuss this topic in detail, starting from the basics, through technical aspects to specific case studies. 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