{"id":40761,"date":"2025-07-03T03:32:39","date_gmt":"2025-07-03T03:32:39","guid":{"rendered":"https:\/\/staging.pageloot.com\/uncategorized\/how-ab-testing-improves-qr-code-conversions\/"},"modified":"2026-04-22T13:17:35","modified_gmt":"2026-04-22T13:17:35","slug":"how-ab-testing-improves-qr-code-conversions","status":"publish","type":"post","link":"https:\/\/pageloot.com\/ms\/blog\/how-ab-testing-improves-qr-code-conversions\/","title":{"rendered":"Garis Panduan untuk Meningkatkan Penukaran Kod QR dengan Ujian A\/B"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Adakah kempen kod QR anda gagal memacu penglibatan digital yang anda harapkan? Apabila kadar imbasan kekal rendah, perniagaan sering kehilangan pelanggan berpotensi dan membazirkan bajet pada bahan bercetak yang diabaikan oleh khalayak. Panduan ini menerangkan bagaimana ujian A\/B membolehkan anda mengoptimumkan strategi anda melalui pelarasan berasaskan data untuk memaksimumkan jumlah imbasan dan ROI.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Mengapa Ujian A\/B Penting untuk ROI Pemasaran<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ujian A\/B, atau ujian pisah, melibatkan perbandingan dua versi kod QR untuk menentukan yang mana paling sesuai dengan khalayak anda. Dalam pemasaran fizikal, pendekatan ini menggerakkan strategi anda melangkaui tekaan dengan menyediakan data kukuh tentang tingkah laku pengguna. Statistik menunjukkan bahawa <a href=\"https:\/\/pageloot.com\/ms\/qr-code-marketing\/tracking-qr-codes\/\">menjejaki kod QR<\/a> melalui ujian A\/B boleh membawa kepada peningkatan kadar imbasan sebanyak 15-20% secara purata.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bergantung pada data masa nyata membolehkan pengurusan kempen yang tangkas. Sebagai contoh, gergasi runcit Flipkart menggunakan analitik untuk mengubah suai elemen reka bentuk di pertengahan kempen, yang akhirnya meningkatkan kadar imbasan mereka sebanyak 15% dan mencapai lebih dua juta imbasan. Dengan mengenal pasti varian mana yang berprestasi lebih baik, anda boleh meningkatkan versi yang berjaya dan menghapuskan reka bentuk yang kurang berprestasi sebelum melakukan pelancaran nasional sepenuhnya.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Pemboleh Ubah untuk Diuji bagi Penglibatan yang Lebih Tinggi<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Untuk mencapai hasil yang paling tepat, anda harus mengasingkan satu pemboleh ubah pada satu masa. Jika anda menukar warna, penempatan, dan destinasi sekaligus, anda tidak akan tahu perubahan spesifik mana yang menyebabkan peningkatan prestasi.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/simple-clean-infographic-on-white-background-square-format-topic-improving-qr-3846-a8fc95710b91.webp\" alt=\"Infografik ujian QR\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Reka Bentuk Visual dan Penjenamaan<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Membandingkan kod hitam-putih standard dengan reka bentuk tersuai sering menghasilkan keputusan yang dramatik. Penyelidikan menunjukkan bahawa <a href=\"https:\/\/pageloot.com\/ms\/blog\/9-qr-code-design-tips-for-better-scans\/\">kod QR berjenama<\/a> boleh meningkatkan kadar imbasan sehingga 80% berbanding versi generik, tanpa jenama. Pertimbangkan untuk menguji warna jenama yang berbeza, menambah logo berpusat, atau menggunakan bingkai tersuai untuk melihat apa yang membina kepercayaan paling tinggi dengan pengguna anda.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Mesej Seruan Tindakan (CTA)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Teks di sekeliling kod QR anda menyediakan konteks yang diperlukan untuk pengguna berinteraksi dengannya. \u201cImbas Saya\u201d yang generik mungkin diabaikan, manakala CTA yang diperibadikan atau berasaskan nilai boleh memberi impak yang ketara. Menguji seruan tindakan kod QR berprestasi tinggi <a href=\"https:\/\/pageloot.com\/ms\/blog\/qr-code-call-to-actions-billboards\/\">seruan tindakan kod QR<\/a> seperti \u201cImbas untuk Diskaun 15%\u201d berbanding \u201cSertai Kelab Kesetiaan\u201d boleh menghasilkan peningkatan 40% dalam jumlah imbasan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Penempatan dan Persekitaran Strategik<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Lokasi fizikal kod anda sama pentingnya dengan reka bentuknya. Anda harus menguji sama ada kod berprestasi lebih baik pada paras mata (biasanya antara 3.5 dan 5.5 kaki) atau jika penempatan pada pembungkusan produk berbanding papan tanda tepi rak mendorong lebih banyak trafik. Menganalisis <a href=\"https:\/\/pageloot.com\/ms\/blog\/ultimate-guide-to-qr-code-placement-in-marketing\/\">penempatan kod QR<\/a> membantu anda memahami di mana pengguna berkemungkinan besar mempunyai telefon mereka sedia dan sambungan internet yang stabil untuk mengimbas.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Optimumkan Prestasi Anda<\/strong>: Gunakan a <a href=\"https:\/\/pageloot.com\/ms\/dynamic-qr-code-generator\/\">penjana kod QR dinamik<\/a> untuk mencipta kod yang boleh diedit yang membolehkan anda mengemas kini destinasi atau reka bentuk serta-merta tanpa kos pencetakan semula.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Mewujudkan Rangka Kerja Ujian A\/B Berstruktur<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ujian yang berjaya memerlukan metodologi yang konsisten untuk memastikan data anda signifikan secara statistik dan boleh diambil tindakan.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>  Takrifkan hipotesis yang jelas: Mulakan dengan matlamat tertentu, seperti \u201cMenambah bingkai biru pada kod akan meningkatkan imbasan sebanyak 10% di lokasi runcit kami.\u201d<\/li>\n<li>  Manfaatkan teknologi dinamik: Apabila membandingkan <a href=\"https:\/\/pageloot.com\/ms\/blog\/dynamic-qr-codes-vs-static-which-works-better-in-ab-testing\/\">kod QR dinamik vs statik<\/a>, kod dinamik adalah lebih baik kerana ia menyediakan infrastruktur penjejakan dan fleksibiliti yang diperlukan untuk ujian berulang.<\/li>\n<li>  Bahagikan trafik anda secara sama rata: Gunakan Versi A dan Versi B dalam persekitaran yang serupa atau pada masa yang sama untuk memastikan perbandingan adalah adil.<\/li>\n<li>  Pantau metrik penglibatan: Gunakan <a href=\"https:\/\/pageloot.com\/ms\/blog\/ultimate-guide-to-qr-code-analytics-dashboards\/\">papan pemuka analitik kod QR masa nyata<\/a> untuk menjejaki imbasan unik, data lokasi, dan peranti khusus yang digunakan oleh khalayak anda.<\/li>\n<li>  Ulang berdasarkan hasil: Setelah anda mencapai sampel sekurang-kurangnya 200 imbasan unik bagi setiap varian, kenal pasti pemenang dan mulakan ujian baharu pada pemboleh ubah yang berbeza untuk terus mengoptimumkan.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Piawaian Teknikal untuk Memastikan Hasil Ujian yang Sah<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tiada pemboleh ubah pemasaran boleh mengatasi kegagalan teknikal. Sebelum menjalankan ujian A\/B, sahkan bahawa kedua-dua varian memenuhi keperluan asas untuk kebolehimbasan. Kontras tinggi adalah faktor paling kritikal; sentiasa gunakan warna latar depan gelap pada latar belakang terang untuk memastikan pengimbas dapat membaca corak data dengan mudah.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anda juga mesti melindungi \u201czon senyap,\u201d iaitu margin kosong sekurang-kurangnya empat modul di sekeliling kod. Jika teks atau imej menceroboh ruang ini, pengimbas mungkin gagal mengenali kod tersebut sepenuhnya. Untuk saiz, kod hendaklah sekurang-kurangnya 0.8 x 0.8 inci untuk kegunaan jarak dekat. Jika anda menambah logo, gunakan tahap pembetulan ralat yang lebih tinggi (Tahap Q atau H) untuk memastikan kod kekal berfungsi walaupun sebahagian daripada corak terhalang.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/simple-modern-illustration-square-format-white-background-with-blue-and-light-4417-72812e280cee.webp\" alt=\"Piawaian ujian QR\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Analisis Setiap Imbasan<\/strong>: Dapatkan pandangan mendalam tentang tingkah laku pengguna dan trend geografi dengan <a href=\"https:\/\/pageloot.com\/ms\/feature\/analytics\/\">analitik kod QR masa nyata<\/a> untuk melihat dengan tepat bagaimana ujian A\/B anda berfungsi.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Penanda Aras Prestasi Dunia Nyata<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Melihat jenama yang berjaya menyediakan pelan tindakan untuk apa yang mungkin dengan pengoptimuman kod QR. Starbucks, sebagai contoh, mengaitkan program kesetiaan QRnya dengan aplikasi mudah alihnya, dan kini interaksi ini menyumbang 17% daripada semua transaksi A.S. mereka. Kejayaan ini dibina atas penambahbaikan berterusan tentang bagaimana kod QR dipersembahkan kepada pengguna semasa aliran pembayaran.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dalam sektor runcit, IKEA menggunakan ujian A\/B untuk ciri realiti tambahan yang didorong oleh QR. Mereka mendapati bahawa pengguna yang terlibat dengan titik sentuh digital ini mempunyai bakul dalam talian yang 27% lebih besar daripada mereka yang tidak. Begitu juga, jenama kosmetik mendapati bahawa menukar pautan generik kepada CTA yang diperibadikan seperti \u201cCari padanan penjagaan kulit anda\u201d menghasilkan 40% lebih imbasan dan tempoh sesi laman web yang lebih lama dengan ketara.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Soalan Lazim<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-2e1e48efe5fe\"><strong class=\"schema-faq-question\">Bolehkah saya menjalankan ujian A\/B pada kod QR yang telah dicetak?<\/strong> <p class=\"schema-faq-answer\">Anda hanya boleh melakukan ini jika anda pada asalnya menggunakan kod QR dinamik. Oleh kerana kod dinamik mengubah hala melalui pelayan, anda boleh menukar URL destinasi atau tetapan reka bentuk dalam papan pemuka anda tanpa perlu menukar kod fizikal yang sudah ada di tangan pelanggan anda.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-2dcb24214f8a\"><strong class=\"schema-faq-question\">Berapa banyak imbasan yang saya perlukan untuk ujian A\/B yang sah?<\/strong> <p class=\"schema-faq-answer\">Untuk mencapai kepentingan statistik, anda harus menyasarkan sekurang-kurangnya 200 imbasan unik bagi setiap varian. Menjalankan ujian selama sekurang-kurangnya dua minggu juga disyorkan untuk mengambil kira turun naik dalam tingkah laku pengguna semasa hari-hari yang berbeza dalam seminggu.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-ad45fd70fee5\"><strong class=\"schema-faq-question\">Metrik manakah yang paling penting apabila menganalisis ujian A\/B QR?<\/strong> <p class=\"schema-faq-answer\">While total scans tell you the overall volume, unique scans are more important for understanding reach. You should also monitor the conversion rate \u2013 the percentage of people who scanned the code and then completed the desired action on your landing page \u2013 to measure true ROI. To start optimizing your own campaigns and turn physical touchpoints into digital conversions, use a link QR code generator to create your first set of testable, branded codes.<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Tingkatkan penukaran kod QR dengan ujian A\/B. Belajar untuk mengoptimumkan reka bentuk visual, pemesejan CTA, dan penempatan strategik menggunakan data untuk memaksimumkan ROI pemasaran anda.<\/p>","protected":false},"author":17,"featured_media":50619,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[2635],"tags":[],"class_list":["post-40761","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.7 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Guidelines for Improving QR Code Conversions with A\/B Testing<\/title>\n<meta name=\"description\" content=\"Improve QR code conversions with A\/B testing. Learn to optimize visual design, CTA messaging, and strategic placement using data to maximize your marketing ROI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pageloot.com\/ms\/blog\/how-ab-testing-improves-qr-code-conversions\/\" \/>\n<meta property=\"og:locale\" content=\"ms_MY\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Guidelines for Improving QR Code Conversions with A\/B Testing\" \/>\n<meta property=\"og:description\" content=\"Improve QR code conversions with A\/B testing. Learn to optimize visual design, CTA messaging, and strategic placement using data to maximize your marketing ROI.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pageloot.com\/ms\/blog\/how-ab-testing-improves-qr-code-conversions\/\" \/>\n<meta property=\"og:site_name\" content=\"Pageloot\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pageloot\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-03T03:32:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-22T13:17:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1408\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Siim T\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@getpageloot\" \/>\n<meta name=\"twitter:site\" content=\"@getpageloot\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Siim T\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/\"},\"author\":{\"name\":\"Siim T\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#\\\/schema\\\/person\\\/fa28992c2e52546f0812833bac852dfe\"},\"headline\":\"Guidelines for Improving QR Code Conversions with A\\\/B Testing\",\"datePublished\":\"2025-07-03T03:32:39+00:00\",\"dateModified\":\"2026-04-22T13:17:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/\"},\"wordCount\":1094,\"publisher\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp\",\"articleSection\":[\"Blog\"],\"inLanguage\":\"ms\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/\",\"url\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/\",\"name\":\"Guidelines for Improving QR Code Conversions with A\\\/B Testing\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp\",\"datePublished\":\"2025-07-03T03:32:39+00:00\",\"dateModified\":\"2026-04-22T13:17:35+00:00\",\"description\":\"Improve QR code conversions with A\\\/B testing. Learn to optimize visual design, CTA messaging, and strategic placement using data to maximize your marketing ROI.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-2e1e48efe5fe\"},{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-2dcb24214f8a\"},{\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-ad45fd70fee5\"}],\"inLanguage\":\"ms\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ms\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#primaryimage\",\"url\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp\",\"contentUrl\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp\",\"width\":1408,\"height\":768,\"caption\":\"QR campaign testing\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/pageloot.com\\\/es\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Blog\",\"item\":\"https:\\\/\\\/pageloot.com\\\/c\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Guidelines for Improving QR Code Conversions with A\\\/B Testing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#website\",\"url\":\"https:\\\/\\\/pageloot.com\\\/es\\\/\",\"name\":\"Pageloot\",\"description\":\"Create Free QR Codes Online\",\"publisher\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pageloot.com\\\/es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ms\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#organization\",\"name\":\"Pageloot\",\"url\":\"https:\\\/\\\/pageloot.com\\\/es\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ms\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/uploads\\\/2020\\\/03\\\/Pageloot-QR-Code-Generator-Scanner-Tools-Online.svg\",\"contentUrl\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/uploads\\\/2020\\\/03\\\/Pageloot-QR-Code-Generator-Scanner-Tools-Online.svg\",\"width\":1,\"height\":1,\"caption\":\"Pageloot\"},\"image\":{\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/pageloot\\\/\",\"https:\\\/\\\/x.com\\\/getpageloot\",\"https:\\\/\\\/www.instagram.com\\\/getpageloot\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/pageloot\\\/\",\"http:\\\/\\\/pinterest.com\\\/pageloot\",\"https:\\\/\\\/www.youtube.com\\\/pageloot\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/es\\\/#\\\/schema\\\/person\\\/fa28992c2e52546f0812833bac852dfe\",\"name\":\"Siim T\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ms\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/litespeed\\\/avatar\\\/b08b5ea4331bae7b2040ada99100c9df.jpg?ver=1780430193\",\"url\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/litespeed\\\/avatar\\\/b08b5ea4331bae7b2040ada99100c9df.jpg?ver=1780430193\",\"contentUrl\":\"https:\\\/\\\/pageloot.com\\\/wp-content\\\/litespeed\\\/avatar\\\/b08b5ea4331bae7b2040ada99100c9df.jpg?ver=1780430193\",\"caption\":\"Siim T\"},\"description\":\"Siim Tiigim\u00e4gi is a part of the innovative QR code generator services at Pageloot. With a profound expertise spanning over 5 years solely on QR codes, Siim has become a subject matter expert in the field. He makes significant strides in leveraging QR technology to simplify and augment digital interactions. His journey didn\u2019t just start here. Siim has an extensive digital background with over 10 years of robust experience in the Software as a Service (SaaS) sector, a testament to his deep-seated knowledge in digital solutions.\",\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/in\\\/siim-tiigimagi\\\/\"]},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-2e1e48efe5fe\",\"position\":1,\"url\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-2e1e48efe5fe\",\"name\":\"Can I run an A\\\/B test on QR codes that have already been printed?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"You can only do this if you originally used dynamic QR codes. Because dynamic codes redirect through a server, you can change the destination URL or the design settings in your dashboard without needing to change the physical code that is already in the hands of your customers.\",\"inLanguage\":\"ms\"},\"inLanguage\":\"ms\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-2dcb24214f8a\",\"position\":2,\"url\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-2dcb24214f8a\",\"name\":\"How many scans do I need for a valid A\\\/B test?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"To achieve statistical significance, you should aim for at least 200 unique scans per variant. Running the test for at least two weeks is also recommended to account for fluctuations in user behavior during different days of the week.\",\"inLanguage\":\"ms\"},\"inLanguage\":\"ms\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-ad45fd70fee5\",\"position\":3,\"url\":\"https:\\\/\\\/pageloot.com\\\/blog\\\/how-ab-testing-improves-qr-code-conversions\\\/#faq-question-ad45fd70fee5\",\"name\":\"Which metrics are most important when analyzing a QR A\\\/B test?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"While total scans tell you the overall volume, unique scans are more important for understanding reach. You should also monitor the conversion rate \u2013 the percentage of people who scanned the code and then completed the desired action on your landing page \u2013 to measure true ROI. To start optimizing your own campaigns and turn physical touchpoints into digital conversions, use a link QR code generator to create your first set of testable, branded codes.\",\"inLanguage\":\"ms\"},\"inLanguage\":\"ms\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Garis Panduan untuk Meningkatkan Penukaran Kod QR dengan Ujian A\/B","description":"Tingkatkan penukaran kod QR dengan ujian A\/B. Belajar untuk mengoptimumkan reka bentuk visual, pemesejan CTA, dan penempatan strategik menggunakan data untuk memaksimumkan ROI pemasaran anda.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/pageloot.com\/ms\/blog\/how-ab-testing-improves-qr-code-conversions\/","og_locale":"ms_MY","og_type":"article","og_title":"Guidelines for Improving QR Code Conversions with A\/B Testing","og_description":"Improve QR code conversions with A\/B testing. Learn to optimize visual design, CTA messaging, and strategic placement using data to maximize your marketing ROI.","og_url":"https:\/\/pageloot.com\/ms\/blog\/how-ab-testing-improves-qr-code-conversions\/","og_site_name":"Pageloot","article_publisher":"https:\/\/www.facebook.com\/pageloot\/","article_published_time":"2025-07-03T03:32:39+00:00","article_modified_time":"2026-04-22T13:17:35+00:00","og_image":[{"width":1408,"height":768,"url":"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp","type":"image\/webp"}],"author":"Siim T","twitter_card":"summary_large_image","twitter_creator":"@getpageloot","twitter_site":"@getpageloot","twitter_misc":{"Written by":"Siim T","Est. reading time":"5 minit"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#article","isPartOf":{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/"},"author":{"name":"Siim T","@id":"https:\/\/pageloot.com\/es\/#\/schema\/person\/fa28992c2e52546f0812833bac852dfe"},"headline":"Guidelines for Improving QR Code Conversions with A\/B Testing","datePublished":"2025-07-03T03:32:39+00:00","dateModified":"2026-04-22T13:17:35+00:00","mainEntityOfPage":{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/"},"wordCount":1094,"publisher":{"@id":"https:\/\/pageloot.com\/es\/#organization"},"image":{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#primaryimage"},"thumbnailUrl":"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp","articleSection":["Blog"],"inLanguage":"ms"},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/","url":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/","name":"Garis Panduan untuk Meningkatkan Penukaran Kod QR dengan Ujian A\/B","isPartOf":{"@id":"https:\/\/pageloot.com\/es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#primaryimage"},"image":{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#primaryimage"},"thumbnailUrl":"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp","datePublished":"2025-07-03T03:32:39+00:00","dateModified":"2026-04-22T13:17:35+00:00","description":"Tingkatkan penukaran kod QR dengan ujian A\/B. Belajar untuk mengoptimumkan reka bentuk visual, pemesejan CTA, dan penempatan strategik menggunakan data untuk memaksimumkan ROI pemasaran anda.","breadcrumb":{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-2e1e48efe5fe"},{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-2dcb24214f8a"},{"@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-ad45fd70fee5"}],"inLanguage":"ms","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/"]}]},{"@type":"ImageObject","inLanguage":"ms","@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#primaryimage","url":"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp","contentUrl":"https:\/\/pageloot.com\/wp-content\/uploads\/2026\/03\/photorealistic-lifestyle-marketing-scene-in-a-modern-retail-environment-a-shopp-4608-ecc32103f537.webp","width":1408,"height":768,"caption":"QR campaign testing"},{"@type":"BreadcrumbList","@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/pageloot.com\/es\/"},{"@type":"ListItem","position":2,"name":"Blog","item":"https:\/\/pageloot.com\/c\/blog\/"},{"@type":"ListItem","position":3,"name":"Guidelines for Improving QR Code Conversions with A\/B Testing"}]},{"@type":"WebSite","@id":"https:\/\/pageloot.com\/es\/#website","url":"https:\/\/pageloot.com\/es\/","name":"Pageloot","description":"Buat Kod QR Percuma dalam talian","publisher":{"@id":"https:\/\/pageloot.com\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pageloot.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ms"},{"@type":"Organization","@id":"https:\/\/pageloot.com\/es\/#organization","name":"Pageloot","url":"https:\/\/pageloot.com\/es\/","logo":{"@type":"ImageObject","inLanguage":"ms","@id":"https:\/\/pageloot.com\/es\/#\/schema\/logo\/image\/","url":"https:\/\/pageloot.com\/wp-content\/uploads\/2020\/03\/Pageloot-QR-Code-Generator-Scanner-Tools-Online.svg","contentUrl":"https:\/\/pageloot.com\/wp-content\/uploads\/2020\/03\/Pageloot-QR-Code-Generator-Scanner-Tools-Online.svg","width":1,"height":1,"caption":"Pageloot"},"image":{"@id":"https:\/\/pageloot.com\/es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pageloot\/","https:\/\/x.com\/getpageloot","https:\/\/www.instagram.com\/getpageloot\/","https:\/\/www.linkedin.com\/company\/pageloot\/","http:\/\/pinterest.com\/pageloot","https:\/\/www.youtube.com\/pageloot"]},{"@type":"Person","@id":"https:\/\/pageloot.com\/es\/#\/schema\/person\/fa28992c2e52546f0812833bac852dfe","name":"Siim T","image":{"@type":"ImageObject","inLanguage":"ms","@id":"https:\/\/pageloot.com\/wp-content\/litespeed\/avatar\/b08b5ea4331bae7b2040ada99100c9df.jpg?ver=1780430193","url":"https:\/\/pageloot.com\/wp-content\/litespeed\/avatar\/b08b5ea4331bae7b2040ada99100c9df.jpg?ver=1780430193","contentUrl":"https:\/\/pageloot.com\/wp-content\/litespeed\/avatar\/b08b5ea4331bae7b2040ada99100c9df.jpg?ver=1780430193","caption":"Siim T"},"description":"Siim Tiigim\u00e4gi adalah sebahagian daripada perkhidmatan penjana kod QR yang inovatif di Pageloot. Dengan kepakaran mendalam yang menjangkau lebih 5 tahun semata-mata pada kod QR, Siim telah menjadi pakar dalam bidang itu. Beliau membuat kemajuan yang ketara dalam memanfaatkan teknologi QR untuk memudahkan dan menambah interaksi digital. Perjalanannya bukan sahaja bermula di sini. Siim mempunyai latar belakang digital yang luas dengan lebih 10 tahun pengalaman teguh dalam sektor Perisian sebagai Perkhidmatan (SaaS), bukti pengetahuan mendalam beliau dalam penyelesaian digital.","sameAs":["https:\/\/www.linkedin.com\/in\/siim-tiigimagi\/"]},{"@type":"Question","@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-2e1e48efe5fe","position":1,"url":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-2e1e48efe5fe","name":"Bolehkah saya menjalankan ujian A\/B pada kod QR yang telah dicetak?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"You can only do this if you originally used dynamic QR codes. Because dynamic codes redirect through a server, you can change the destination URL or the design settings in your dashboard without needing to change the physical code that is already in the hands of your customers.","inLanguage":"ms"},"inLanguage":"ms"},{"@type":"Question","@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-2dcb24214f8a","position":2,"url":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-2dcb24214f8a","name":"Berapa banyak imbasan yang saya perlukan untuk ujian A\/B yang sah?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"To achieve statistical significance, you should aim for at least 200 unique scans per variant. Running the test for at least two weeks is also recommended to account for fluctuations in user behavior during different days of the week.","inLanguage":"ms"},"inLanguage":"ms"},{"@type":"Question","@id":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-ad45fd70fee5","position":3,"url":"https:\/\/pageloot.com\/blog\/how-ab-testing-improves-qr-code-conversions\/#faq-question-ad45fd70fee5","name":"Metrik manakah yang paling penting apabila menganalisis ujian A\/B QR?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"While total scans tell you the overall volume, unique scans are more important for understanding reach. You should also monitor the conversion rate \u2013 the percentage of people who scanned the code and then completed the desired action on your landing page \u2013 to measure true ROI. To start optimizing your own campaigns and turn physical touchpoints into digital conversions, use a link QR code generator to create your first set of testable, branded codes.","inLanguage":"ms"},"inLanguage":"ms"}]}},"_links":{"self":[{"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/posts\/40761","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/comments?post=40761"}],"version-history":[{"count":7,"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/posts\/40761\/revisions"}],"predecessor-version":[{"id":52834,"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/posts\/40761\/revisions\/52834"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/media\/50619"}],"wp:attachment":[{"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/media?parent=40761"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/categories?post=40761"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pageloot.com\/ms\/wp-json\/wp\/v2\/tags?post=40761"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}