{"id":10001,"date":"2026-01-13T23:27:38","date_gmt":"2026-01-13T22:27:38","guid":{"rendered":"https:\/\/www.crmcarecloud.com\/?p=10001"},"modified":"2026-01-13T23:27:38","modified_gmt":"2026-01-13T22:27:38","slug":"3-1-12-a-b-testing-in-reward-recommendation-new-recommendation-models-expanded-image-upload-in-email-designer","status":"publish","type":"post","link":"https:\/\/www.crmcarecloud.com\/it\/blog\/release-notes\/3-1-12-a-b-testing-in-reward-recommendation-new-recommendation-models-expanded-image-upload-in-email-designer\/","title":{"rendered":"3.1.12 A\/B Testing in Reward Recommendation, New Recommendation Models, Expanded Image Upload in Email Designer"},"content":{"rendered":"<p class=\"nadpismaly spodniodsazeni\">A\/B Testing: Reward Recommendation<\/p>\n\n\n\n<p class=\"blogodstavec\">We&#8217;ve introduced a new possibility to gradually optimize campaigns. Now, you can set up A\/B tests to see which model of reward recommendation works the best. Simply divide the audience by percentage and set up a different recommendation model for each portion. In the \u201cRecommended rewards report,\u201d you can then see which model had a higher hit and conversion rate.<\/p>\n\n\n\n<p class=\"nadpismaly spodniodsazeni\">New Models in Recommendation Engine 3.0<\/p>\n\n\n\n<p class=\"blogodstavec\">And we\u2019ll stay with personalized recommendations for a bit. To the existing four models, we\u2019ve added two more: Random Selection and Popular Product. This gives you even more options for leveraging product recommendations directly in email campaigns. Go for completely randomized products or highlight the current bestsellers. The choice is yours.<\/p>\n\n\n\n<p class=\"nadpismaly spodniodsazeni\">Image Repository in Email Designer<\/p>\n\n\n\n<p class=\"blogodstavec\">Tired of uploading the same pictures over and over? Whenever you upload an image to be used in an email template, it is also stored in our custom image repository. This is a handy tool when you don\u2019t want to duplicate the entire template, but rather select a previously uploaded image without fuss. With every update, we make the template design even smarter and user-friendly.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2024\/07\/dreamstime_l_99389592-1024x576.jpg\" alt=\"Man with a monitor showing new functions\" class=\"wp-image-7847\" srcset=\"https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2024\/07\/dreamstime_l_99389592-1024x576.jpg 1024w, https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2024\/07\/dreamstime_l_99389592-300x169.jpg 300w, https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2024\/07\/dreamstime_l_99389592-768x432.jpg 768w, https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2024\/07\/dreamstime_l_99389592-1536x864.jpg 1536w, https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2024\/07\/dreamstime_l_99389592-2048x1152.jpg 2048w, https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2024\/07\/dreamstime_l_99389592-18x10.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1906\" height=\"1242\" src=\"https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2025\/07\/Program-podpory-AI-technologii-EN-3.png\" alt=\"\" class=\"wp-image-9375\" srcset=\"https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2025\/07\/Program-podpory-AI-technologii-EN-3.png 1906w, https:\/\/www.crmcarecloud.com\/wp-content\/uploads\/2025\/07\/Program-podpory-AI-technologii-EN-3-300x195.png 300w\" sizes=\"auto, (max-width: 1906px) 100vw, 1906px\" \/><\/figure>","protected":false},"excerpt":{"rendered":"<p>A\/B Testing: Reward Recommendation We&#8217;ve introduced a new possibility to gradually optimize campaigns. Now, you can set up A\/B tests to see which model of reward recommendation works the best. Simply divide the audience by percentage and set up a different recommendation model for each portion. In the \u201cRecommended rewards report,\u201d you can then see&hellip;<\/p>","protected":false},"author":9,"featured_media":7847,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"categories":[29],"tags":[13,19],"class_list":["post-10001","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-release-notes","tag-emailing","tag-new-features"],"_links":{"self":[{"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/posts\/10001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/comments?post=10001"}],"version-history":[{"count":2,"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/posts\/10001\/revisions"}],"predecessor-version":[{"id":10003,"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/posts\/10001\/revisions\/10003"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/media\/7847"}],"wp:attachment":[{"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/media?parent=10001"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/categories?post=10001"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.crmcarecloud.com\/it\/wp-json\/wp\/v2\/tags?post=10001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}