The solution analyzes browsing behavior in real time to instantly recommend relevant products.<\/p>\n\n\n\n
Relevant recommendations at key moments in the customer journey<\/h2>\n\n\n\n
Probance goes further: a single banner can combine multiple product selection methods to optimize relevance depending on the browsing context.<\/p>\n\n\n\n
ROS allows you to quickly deploy several effective use cases: Best sellers on the homepage<\/strong> <\/p>\n<\/div><\/div>\n\n\n\n Benefits<\/p>\n\n\n\n Personalized recommendations from the very first page view : <\/em>ROS personalizes the experience in real time, even when the visitor is not identified. ROS also acts on key conversion and cart moments:<\/p>\n\n\n\n Cross-sell on the cart page<\/strong> Benefits<\/p>\n\n\n\n ROS can be set up in just a few hours and easily adapts to your e-commerce environment.<\/p>\n\n\n\n Also available via API to integrate with any CMS.<\/p>\n\n\n\n 3 design integration options:<\/p>\n\n\n\n CMS Design<\/strong> Probance Design<\/strong> Custom Design (API)<\/strong> ROS is designed to adapt to various technical environments and e-commerce team requirements.<\/p>\n\n\n\n ROS personalization relies on predictive AI continuously fed by:<\/p>\n\n\n\n Your teams can configure:<\/p>\n\n\n\n The solution includes full performance tracking:<\/p>\n\n\n\n With ROS, Probance delivers a complete solution to:<\/p>\n\n\n\n In an increasingly competitive e-commerce market, ROS helps you maximize every visit.<\/p>\n\n\n\n \ud83d\udc49 If you\u2019re interested in this solution, contact your account manager.<\/p>\n","protected":false},"excerpt":{"rendered":" On-site personalization, powerful and perfectly aligned with your brand identity Probance\u2019s AI-powered real-time product recommendation solution In an increasingly competitive e-commerce environment where every visit counts, the ability to quickly present the right products has become a major performance driver. To address this challenge, Probance introduces ROS – Reco On Site, its new AI-based real-time […]<\/p>\n","protected":false},"author":444,"featured_media":37344,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[779],"tags":[],"class_list":["post-37363","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-websites"],"_links":{"self":[{"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/posts\/37363","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/users\/444"}],"replies":[{"embeddable":true,"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/comments?post=37363"}],"version-history":[{"count":7,"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/posts\/37363\/revisions"}],"predecessor-version":[{"id":37620,"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/posts\/37363\/revisions\/37620"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/media\/37344"}],"wp:attachment":[{"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/media?parent=37363"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/categories?post=37363"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/doc.probance.com\/en\/wp-json\/wp\/v2\/tags?post=37363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
Previously viewed products<\/strong>
Allow visitors to easily find products they have already viewed and resume their journey.
Trending alternative products on product pages<\/strong>
Display trending products from the same category to offer relevant alternatives when the viewed product does not fully meet the customer\u2019s needs.<\/p>\n\n\n\n
Highlight popular and high-performing products to immediately guide visitors toward attractive items.<\/p>\n\n\n\n![\"\"](\"https:\/\/doc.probance.com\/wp-content\/uploads\/2026\/03\/EN-2-1.png\")
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This capability is particularly strategic in an environment where a large share of traffic remains anonymous.
\u2192 Goal: convert better and faster, starting from the first session.<\/p>\n<\/blockquote>\n\n\n\nIncrease cart value<\/h2>\n\n\n\n
Suggest complementary products aligned with the cart content to increase order value and encourage last-minute impulse purchases.
Navigation-based cross-sell<\/strong>
Recommend complementary products based on the pages visited by the user.<\/p>\n\n\n\n![\"\"](\"https:\/\/doc.probance.com\/wp-content\/uploads\/2026\/03\/EN-2-edited.png\")
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Quick implementation on your website<\/h2>\n\n\n\n
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Integrated into your theme and branding – the preferred solution for a fully consistent experience.<\/p>\n\n\n\n
Graphical rendering configured directly in Probance One for fast deployment without technical resources.<\/p>\n\n\n\n
Products delivered via API, with display fully controlled by your team or agency.<\/p>\n\n\n\n100% tailored recommendations<\/h2>\n\n\n\n
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Measure and optimize performance in Probance One<\/h2>\n\n\n\n
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Teams can continuously optimize performance directly from the platform.<\/p>\n\n\n\nROS: turn every visit into a conversion opportunity<\/h2>\n\n\n\n
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