{"id":7106,"date":"2025-09-24T17:21:15","date_gmt":"2025-09-24T15:21:15","guid":{"rendered":"https:\/\/bloghappydemics.wpcomstaging.com\/?p=7106"},"modified":"2026-03-13T18:00:36","modified_gmt":"2026-03-13T17:00:36","slug":"the-complete-guide-to-running-a-brand-lift-study","status":"publish","type":"post","link":"https:\/\/bloghappydemics.wpcomstaging.com\/en\/the-complete-guide-to-running-a-brand-lift-study\/","title":{"rendered":"The complete guide to running a brand lift study"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7106\" class=\"elementor elementor-7106\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c94f532 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c94f532\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5c59fcf\" data-id=\"5c59fcf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97aaf3c elementor-widget elementor-widget-text-editor\" data-id=\"97aaf3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">Performance metrics like CTR and CPA can tell you how efficiently your ads are delivered, but they don\u2019t tell you whether your brand message actually landed. If only there was a way to go beyond clicks and cost\u2026<\/span><\/p>\n\n<br>\n\n<p><span style=\"font-weight: 300;\">A brand lift study helps you determine the effectiveness of your ads in changing perceptions and improving the way people see your brand.<\/span><\/p>\n\n<p><span style=\"font-weight: 300;\">This guide will walk you through everything you need to know about <a href=\"https:\/\/bloghappydemics.wpcomstaging.com\/en\/brand-lift-methodologies-the-strengths-of-people-centric-measurement\/\">brand lift study methodology<\/a>, from control\/exposed group design to choosing the right survey questions, interpreting results, and deciding whether to use a platform tool or a third-party provider like Happydemics.<\/span><\/p>\n\n<p><span style=\"font-weight: 300;\">By the end, you\u2019ll know exactly how to brief your team or agency on running a lift study \u2014 and how to turn the results into smarter marketing decisions.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff6a84d elementor-widget elementor-widget-heading\" data-id=\"ff6a84d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is a brand lift study?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06f75fe elementor-widget elementor-widget-text-editor\" data-id=\"06f75fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">A brand lift study is a research methodology used to measure the impact of advertising on brand perception; things like awareness, ad recall, favourability, or purchase intent.<\/span><\/p><br>\n\n<p><span style=\"font-weight: 300;\"> Instead of focusing on clicks or conversions, it measures how exposure to a campaign changes how people think or feel about your brand.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-282af15 elementor-widget elementor-widget-heading\" data-id=\"282af15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Why brand lift matters<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ada97f5 elementor-widget elementor-widget-text-editor\" data-id=\"ada97f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">For campaigns designed to build long-term equity, not just drive immediate action, brand lift studies offer a crucial way to justify spend and track success beyond last-click attribution. They help answer questions like:<\/span><\/p><p>\u00a0<\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><p>Did more people become aware of our brand after the campaign?<\/p><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><p>Are exposed audiences more likely to consider or prefer us?<\/p><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><p>How did the campaign shift perception in key segments?<\/p><\/li><\/ul><p>\u00a0<\/p><p><span style=\"font-weight: 300;\">This can help teams build a more holistic view of their campaigns, instead of focusing solely on lead generation and impressions. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2a58f7 elementor-widget elementor-widget-heading\" data-id=\"e2a58f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">When to run a brand lift study<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87ce809 elementor-widget elementor-widget-text-editor\" data-id=\"87ce809\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>You don\u2019t need to run a brand lift study for every campaign, but they\u2019re especially valuable when:<\/p>\n<ul>\n \t<li>You\u2019re launching a new product or service<\/li>\n \t<li>You\u2019ve invested heavily in brand awareness or video media<\/li>\n \t<li>You want to test creative impact across segments or channels<\/li>\n \t<li>You need to defend brand investment in performance-driven environments<\/li>\n \t<li>You\u2019re trying to validate your media mix or platform strategy<\/li>\n<\/ul>\n\n<br><p>In short, if your campaign is designed to influence minds rather than drive immediate clicks \u2014 brand lift is how you measure whether it worked. This is where <a href=\"https:\/\/bloghappydemics.wpcomstaging.com\/en\/how-to-measure-brand-lift-kpis-methodologies-and-best-practices\/\">brand lift measurement<\/a> becomes essential to reveal the true impact of your campaign.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91dbcf6 elementor-widget elementor-widget-heading\" data-id=\"91dbcf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How brand lift studies work: methodology explained\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18f0624 elementor-widget elementor-widget-text-editor\" data-id=\"18f0624\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>At the heart of any brand lift study is a simple question: did seeing this ad change the way someone thinks or feels about the brand?<\/p><br>\n<p>It\u2019s a little trickier to find that out in comparison to other marketing metrics. But here\u2019s how it\u2019s done.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d21c1f elementor-widget elementor-widget-heading\" data-id=\"8d21c1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Control vs exposed audiences<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12f0f2a elementor-widget elementor-widget-text-editor\" data-id=\"12f0f2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n  <li><p>Exposed group: People who have seen or heard your ad<\/p><\/li>\n  <li><p>Control group: A statistically similar group who did not see the ad<\/p><\/li>\n<\/ul><br>\n\n<p>By comparing survey responses between the two groups, you can isolate the incremental lift, the difference in brand perception directly attributable to the campaign.<\/p>\n\n<p><b><i>For example:<\/i><\/b><\/p>\n\n<p>If 40% of the exposed group remembers seeing your brand and only 28% of the control group does, your ad recall lift is +12 percentage points.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9802bb9 elementor-widget elementor-widget-heading\" data-id=\"9802bb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How audiences are split<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51efba6 elementor-widget elementor-widget-text-editor\" data-id=\"51efba6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">Depending on the platform or provider, the split can happen in different ways. Either Platform lift tools (like Meta or Google) randomly segment users before the campaign starts, or third-party providers (like Happydemics) recruit respondents based on ad exposure via surveys or mobile tracking.<\/span><\/p><br>\n\n<p><span style=\"font-weight: 300;\">The key to accurate and actionable results is to ensure that both groups are comparable, similar demographics, geographies, devices, and behaviours.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c453f6b elementor-widget elementor-widget-heading\" data-id=\"c453f6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Measurement timeline<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9c6877 elementor-widget elementor-widget-text-editor\" data-id=\"c9c6877\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Most brand lift studies are conducted over a set campaign window, often 2\u20134 weeks. It&#8217;s important to:<\/p>\n<ul>\n  <li><p>Wait until there\u2019s enough ad exposure to generate impact<\/p><\/li>\n  <li><p>Keep the survey fieldwork short to reduce external influence<\/p><\/li>\n  <li><p>Ensure the control group does not recall the ad throughout the measurement period, recognizing that they may have been exposed but are not expected to remember the ad.<\/p><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-313beaf elementor-widget elementor-widget-heading\" data-id=\"313beaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Other methodology considerations<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d1fad6 elementor-widget elementor-widget-text-editor\" data-id=\"1d1fad6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Ad frequency: <\/b>Overexposure to your ads can lead to messaging fatigue, skewing results and reducing the overall effectiveness of the campaign.<\/p><br>\n\n<p><b>Channel mix:<\/b> If your campaign runs across YouTube, Meta, TikTok, etc., consider cross-channel lift studies that take into account all the platforms you operate on.<\/p>\n\n<p><b>Sample size:<\/b> The bigger the sample size, the more accurate your results. It\u2019s always best to aim for the largest sample size your budget allows.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fd35b4 elementor-widget elementor-widget-heading\" data-id=\"9fd35b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Choosing the right survey questions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-297f4c4 elementor-widget elementor-widget-text-editor\" data-id=\"297f4c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">When it comes to brand lift studies, question choice is crucial. The strength of the study depends heavily on the quality and relevance of the survey questions you ask. These questions are designed to detect shifts in key brand metrics between your exposed and control audiences.<\/span><\/p><br>\n\n<p><span style=\"font-weight: 300;\">Below are some of the most common brand lift survey questions and how to use them:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ed8428 elementor-widget elementor-widget-heading\" data-id=\"6ed8428\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"> 1. Brand familiarity<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2da1561 elementor-widget elementor-widget-text-editor\" data-id=\"2da1561\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>\u201cHow familiar are you with the [Brand]?\u201d<\/b><\/p><br>\n\n<p><span style=\"font-weight: 300;\">This measures how well your audience recognizes and recalls your brand, offering insights into the depth of their knowledge and engagement. It helps gauge whether people simply know of your brand or have a stronger, more meaningful connection with it.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0cb61f5 elementor-widget elementor-widget-heading\" data-id=\"0cb61f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. Ad recall<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d2dfb2 elementor-widget elementor-widget-text-editor\" data-id=\"9d2dfb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>\u201cDo remember seeing \/ hearing this ad\u201d<\/b><\/p><br>\n\n<p><span style=\"font-weight: 300;\">This tests how memorable your creative was and whether the brand attribution stuck. Platforms like Meta and YouTube use this as a primary lift metric.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa7b945 elementor-widget elementor-widget-heading\" data-id=\"fa7b945\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. Brand Image<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-459f5d4 elementor-widget elementor-widget-text-editor\" data-id=\"459f5d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>\u201cThis is an advertisement for [Brand]. What image does it give you of the brand?\u201d<\/b><\/p><p><br \/><span style=\"font-weight: 300;\">This measures how your audience perceives your brand after being exposed to your campaign. Unlike awareness metrics, <\/span><span style=\"font-weight: 400;\">brand image<\/span><span style=\"font-weight: 300;\"> focuses on the emotional and psychological associations that consumers have with your brand, indicating how favorably they view it.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57caee6 elementor-widget elementor-widget-heading\" data-id=\"57caee6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. Consideration<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d1536d elementor-widget elementor-widget-text-editor\" data-id=\"2d1536d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>\u201cIn the future, would you consider buying the [Brand]\u201d<\/b><\/p><br>\n\n<p><span style=\"font-weight: 300;\">Consideration is a mid-funnel metric that signals commercial intent, useful when you&#8217;re trying to move audiences toward purchase, especially in competitive categories.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e8fb6c elementor-widget elementor-widget-heading\" data-id=\"3e8fb6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. Purchase Intent<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c783b4d elementor-widget elementor-widget-text-editor\" data-id=\"c783b4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>\u201cToday, do you intend to buy a product or a service from the [Brand]\u201d<\/b><\/p><br>\n\n<p><span style=\"font-weight: 300;\">This is a high bar. While rarely the primary metric in brand lift studies, it\u2019s a useful signal of longer-term ROI when included alongside other indicators.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1405f7b elementor-widget elementor-widget-heading\" data-id=\"1405f7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How many questions should you ask?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c31f56 elementor-widget elementor-widget-text-editor\" data-id=\"0c31f56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>While it\u2019s tempting to measure everything, too many questions can introduce survey fatigue \u2014 reducing data quality.<\/p><br>\n\n<p><b>Platform studies (e.g., Meta, TikTok)<\/b> typically use 2\u20134 questions due to the pre-existing profiling data they rely on. These studies are designed for quick insights but with less flexibility in segmentation.<\/p>\n\n<p>At <b>Happydemics<\/b>, we take a more comprehensive approach. While still keeping it concise, we add an extra layer of depth by including:<\/p>\n\n<ul>\n  <li><p><b>One memorization question<\/b> to ensure ad recall<\/p><\/li>\n  <li><p><b>Two to three profiling questions<\/b> to gather demographic and behavioral data<\/p><\/li>\n  <li><p><b>Key KPI questions<\/b> tailored to your campaign\u2019s specific goals (e.g., don\u2019t ask purchase intent for a top-funnel campaign)<\/p><\/li>\n<\/ul>\n\n<p>This brings us to just under <b>10 questions<\/b>, which strikes a balance between the <b>granularity of the KPIs<\/b> and maintaining survey efficiency.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82847a4 elementor-widget elementor-widget-heading\" data-id=\"82847a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Awareness vs. perception: know the difference<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f71a269 elementor-widget elementor-widget-text-editor\" data-id=\"f71a269\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Awareness measures recognition and recall \u2014 but when looking at <a href=\"https:\/\/bloghappydemics.wpcomstaging.com\/en\/brand-lift-vs-brand-awareness-vs-brand-recognition-key-differences-and-how-to-measure-each\/\">brand recognition vs brand awareness<\/a>, recognition focuses on whether people correctly identify your brand from its assets or messaging.<\/p><p><span style=\"font-weight: 300;\">Perception metrics like favorability and consideration measure how people feel about your brand \u2014 and whether they\u2019re open to engaging with it.<\/span><\/p><p><span style=\"font-weight: 300;\">A successful brand lift study doesn\u2019t just tell you whether people saw your ad \u2014 it tells you if it actually moved the needle.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7922999 elementor-widget elementor-widget-heading\" data-id=\"7922999\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The difficulty of built-in platform brand lift data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b55e512 elementor-widget elementor-widget-text-editor\" data-id=\"b55e512\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">Most major advertising platforms offer built-in brand lift tools, which are convenient if you\u2019re running large campaigns directly through those ecosystems. But each platform comes with its own methodology, limitations, and spend requirements.<\/span><\/p><br>\n\n<p><span style=\"font-weight: 300;\">Different methodologies, a lack of transparency and limited measurement options make these homebrewed brand lift platforms cumbersome when trying to pull cross-platform data together for brand lift studies.\u00a0<\/span><\/p>\n\n<p><span style=\"font-weight: 300;\">But just how different are these platforms? Lets see:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e08542 elementor-widget elementor-widget-heading\" data-id=\"4e08542\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Meta brand lift studies<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-916b94d elementor-widget elementor-widget-text-editor\" data-id=\"916b94d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>How it works: <\/b>Meta (Facebook &#038; Instagram) randomly assigns users into test (exposed) and control groups before your campaign begins.<\/p><br>\n\n<p><b>Metrics supported: <\/b>Ad recall, brand awareness, message association, favourability, purchase intent.<\/p>\n\n<p><b>Minimum spend: <\/b>Typically $30,000\u2013$50,000 per cell (audience segment), though this varies by region and setup.<\/p>\n\n<p><b>Limitations:<\/b><\/p>\n<ul>\n  <li><p>Black-box methodology (you don\u2019t see the full calculation model)<\/p><\/li>\n  <li><p>Limited customisation of survey questions<\/p><\/li>\n  <li><p>Can\u2019t measure cross-platform or offline effects<\/p><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74d95b5 elementor-widget elementor-widget-heading\" data-id=\"74d95b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Google brand lift <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8446850 elementor-widget elementor-widget-text-editor\" data-id=\"8446850\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>How it works:<\/b> Google uses randomised control groups across YouTube or Google Display Network, measuring lift via YouTube surveys or Display interactions.<\/p><br>\n\n<p><b>Metrics supported:<\/b> Brand awareness, ad recall, consideration, favourability, purchase intent.<\/p>\n\n<p><b>Minimum spend:<\/b> Varies, but often starts around $50,000\u2013$100,000, depending on campaign complexity.<\/p>\n\n<p><b>Limitations:<\/b><\/p>\n<ul>\n  <li><p>Works best for video formats<\/p><\/li>\n  <li><p>Less flexible in question wording or survey timing<\/p><\/li>\n  <li><p>No demographic segmentation beyond what Google provides<\/p><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5524a7a elementor-widget elementor-widget-heading\" data-id=\"5524a7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">TikTok brand lift studies<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bfb7ed elementor-widget elementor-widget-text-editor\" data-id=\"7bfb7ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>How it works:<\/b> TikTok runs studies via partnerships with measurement vendors (e.g. Kantar, Nielsen) or through TikTok\u2019s Brand Lift Study Beta.<\/p><p>\u00a0<\/p><p><b>Metrics supported:<\/b> Ad recall, brand favourability, purchase intent.<\/p><p><b>Minimum spend:<\/b> Often requires $25,000+ depending on market and partner.<\/p><p><b>Limitations:<\/b><\/p><ul><li><p>Still evolving \u2014 not as mature or self-serve as Meta\/Google<\/p><\/li><li><p>Third-party costs may apply<\/p><\/li><li><p>Limited transparency into audience segmentation or delivery logic<\/p><\/li><\/ul><p>While these tools are valuable, they work best if you\u2019re only advertising on a single platform and don\u2019t need custom questions or cross-channel insights.<\/p><p>If you want more flexibility or need to run a study across platforms, formats, or geographies, a third-party brand lift provider can bring together insights from all platforms, into a single view.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6143c4 elementor-widget elementor-widget-spacer\" data-id=\"c6143c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f6719c elementor-widget elementor-widget-image\" data-id=\"0f6719c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/happydemics.com\/en\/advertising-performance\">\n\t\t\t\t\t\t\t<img width=\"1024\" height=\"291\" src=\"https:\/\/bloghappydemics.wpcomstaging.com\/wp-content\/uploads\/2025\/09\/DESKTOP-2-1024x291.png\" class=\"attachment-large size-large wp-image-9422\" alt=\"\" srcset=\"https:\/\/bloghappydemics.wpcomstaging.com\/wp-content\/uploads\/2025\/09\/DESKTOP-2-980x279.png 980w, https:\/\/bloghappydemics.wpcomstaging.com\/wp-content\/uploads\/2025\/09\/DESKTOP-2-480x137.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbca7c4 elementor-widget elementor-widget-spacer\" data-id=\"fbca7c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d43a8c elementor-widget elementor-widget-heading\" data-id=\"1d43a8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Interpreting your brand lift results<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-742be99 elementor-widget elementor-widget-text-editor\" data-id=\"742be99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">Running a brand lift study is only half the job. Knowing what to do with the results is where the real value lies. A well-run study will give you percentage-point changes in key metrics (e.g. +8 points lift in awareness), along with a confidence level indicating how statistically reliable that change is.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56628ff elementor-widget elementor-widget-heading\" data-id=\"56628ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"> Understanding statistical significance\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3079d73 elementor-widget elementor-widget-text-editor\" data-id=\"3079d73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In most brand lift studies, a result is considered statistically significant if there\u2019s at least 95% confidence that the difference observed between the control and exposed groups is not due to chance.<\/p><br>\n\n<p>Put simply, if your lift is statistically significant, it means you&#8217;re very likely seeing a real effect from your campaign.<\/p>\n\n<p><b>Key concepts to know:<\/b><\/p>\n<ul>\n \t<li>Confidence level (usually 90%, 95%, or 99%): How sure we are that the result reflects a real difference. A 95% confidence level means there&#8217;s only a 5% chance the result happened randomly.<\/li>\n \t<li>Margin of error: A range around your result that accounts for sampling variability. The smaller the margin, the more precise your estimate.<\/li>\n \t<li>Sample size: The number of people surveyed in each group. Larger sample sizes lead to more reliable results and narrower margins of error.<\/li>\n<\/ul><br>\n<p>If you see a +6% lift in brand favourability with a \u00b12% margin of error at 95% confidence, your \u201creal\u201d lift could be anywhere between +4% and +8%. But you can be 95% confident that the lift isn\u2019t just due to chance, it\u2019s a result of your ad exposure.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb9fae7 elementor-widget elementor-widget-heading\" data-id=\"fb9fae7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">When a result isn\u2019t statistically significant\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-573e915 elementor-widget elementor-widget-text-editor\" data-id=\"573e915\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This doesn\u2019t necessarily mean your campaign failed but it means the data wasn\u2019t strong enough to prove the impact with confidence. It may indicate:<\/p>\n\n<ul>\n  <li><p>Your sample size was too small<\/p><\/li>\n  <li><p>The exposure wasn\u2019t high enough<\/p><\/li>\n  <li><p>The baseline awareness was already high (leaving little room to grow)<\/p><\/li>\n  <li><p>You chose a metric that didn\u2019t align well with the campaign\u2019s objectives<\/p><\/li>\n<\/ul><br>\n\n<p>In those cases, the study can still guide your next steps, especially if you segment the results (e.g., a non-significant lift overall might still reveal a strong signal in one demographic).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-003e4dc elementor-widget elementor-widget-heading\" data-id=\"003e4dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Diagnosing poor results<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c664e55 elementor-widget elementor-widget-text-editor\" data-id=\"c664e55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Not all brand lift studies show a positive result. Even if they aren\u2019t the results you were expecting, you can still get value from the data. If you see no meaningful lift, it could be a signal that:<\/p>\n\n<ul>\n  <li><p>Your creative didn\u2019t resonate emotionally<\/p><\/li>\n  <li><p>Frequency was too low to make an impact<\/p><\/li>\n  <li><p>The audience was already familiar with the brand<\/p><\/li>\n  <li><p>Your media mix diluted the message<\/p><\/li>\n<\/ul><br>\n\n<p>Poor results could still give you the information you need to change your ads for the better. If the data isn\u2019t showing what you wanted it to, consider making these changes like refining your messaging, adjusting your targeting or reallocating budget to higher-performing channels or segments.<\/p>\n\n<p>Whether your brand lift results show a clear win or a mixed picture, they give you something that performance metrics alone can\u2019t: a window into real audience perception. But as with any measurement, the value lies in how you apply what you\u2019ve learned and in the tools you use to get there.<\/p>\n\n<p>That\u2019s where the choice between platform-native and independent brand lift studies becomes critical.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ac8f7e elementor-widget elementor-widget-heading\" data-id=\"1ac8f7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Choosing a Third-party brand lift platform<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4de2031 elementor-widget elementor-widget-text-editor\" data-id=\"4de2031\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Built-in tools from platforms like Meta, Google, and TikTok are useful \u2014 especially if you\u2019re running large campaigns within a single ecosystem. But they also come with limitations: black-box methodologies, limited customisation, and an inability to measure cross-channel impact.<\/p><p>\u00a0<\/p><p>If you want more control over your survey design, greater transparency in how lift is calculated and the ability to measure impact across multiple platforms or media types with deeper segmentation, then a third-party <a href=\"https:\/\/happydemics.com\/en\/advertising-performance\">brand lift<\/a> provider like Happydemics can help you go further.<\/p><p>Unlike platform-native tools, Happydemics gives you:<\/p><ul><li>Fully customisable survey questions aligned to your exact campaign objectives<\/li><li>Multi-channel and cross-market tracking \u2014 from digital to OOH and beyond<\/li><li>Real-time dashboards with statistically validated insights<\/li><li>Clear, actionable results you can segment by audience, media channel, or creative<\/li><\/ul><p>\u00a0<\/p><p>Brand lift studies aren\u2019t just a research exercise, they\u2019re a way to bring emotional and behavioural impact into focus. They help you answer questions like:<\/p><ul><li>Is our creative driving awareness?<\/li><li>Are we shifting brand perception in the right direction?<\/li><li>Can we justify more investment in upper-funnel media?<\/li><\/ul><p>\u00a0<\/p><p>With the right methodology, the right questions, and the right partner, you can move from instinct to evidence \u2014 and make decisions that drive both brand equity and business outcomes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf95b4b elementor-widget elementor-widget-heading\" data-id=\"cf95b4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Want to measure brand impact with clarity?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6fb546 elementor-widget elementor-widget-text-editor\" data-id=\"f6fb546\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\">Happydemics helps you track, validate, and optimise campaign effectiveness across every channel with insights you can trust.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0244f5b elementor-widget elementor-widget-spacer\" data-id=\"0244f5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f56f1e9 elementor-widget elementor-widget-image\" data-id=\"f56f1e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/happydemics.com\/en\/advertising-performance\">\n\t\t\t\t\t\t\t<img width=\"1024\" height=\"366\" src=\"https:\/\/bloghappydemics.wpcomstaging.com\/wp-content\/uploads\/2025\/09\/DESKTOP-3-1024x366.png\" class=\"attachment-large size-large wp-image-9429\" alt=\"\" srcset=\"https:\/\/bloghappydemics.wpcomstaging.com\/wp-content\/uploads\/2025\/09\/DESKTOP-3-980x351.png 980w, https:\/\/bloghappydemics.wpcomstaging.com\/wp-content\/uploads\/2025\/09\/DESKTOP-3-480x172.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Performance metrics like CTR and CPA can tell you how efficiently your ads are delivered, but they don\u2019t tell you whether your brand message actually landed. If only there was a way to go beyond clicks and cost\u2026 A brand lift study helps you determine the effectiveness of your ads in changing perceptions and improving [&hellip;]<\/p>\n","protected":false},"author":226279768,"featured_media":7115,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[6449],"tags":[6529],"class_list":["post-7106","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-measurement-en","tag-featured-en"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-content\/uploads\/2025\/09\/guide-BL.png","_links":{"self":[{"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/posts\/7106","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/users\/226279768"}],"replies":[{"embeddable":true,"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/comments?post=7106"}],"version-history":[{"count":59,"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/posts\/7106\/revisions"}],"predecessor-version":[{"id":9432,"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/posts\/7106\/revisions\/9432"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/media\/7115"}],"wp:attachment":[{"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/media?parent=7106"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/categories?post=7106"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bloghappydemics.wpcomstaging.com\/wp-json\/wp\/v2\/tags?post=7106"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}