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Original
2026-01-01
Modified
2026-03-06
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<p><a>Go Back</a></p>
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<p><a>Go Back</a></p>
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<p>Next best channel is an AI-driven technique that recommends the optimal channel (such as email, SMS, push notification, or WhatsApp) to reach each customer in your marketing journey, based directly on their past engagement and real-time behavior.</p>
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<p>Next best channel is an AI-driven technique that recommends the optimal channel (such as email, SMS, push notification, or WhatsApp) to reach each customer in your marketing journey, based directly on their past engagement and real-time behavior.</p>
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<p>For example, you can use next best channel predictions to automatically trigger a promotional offer via SMS for a user who rarely opens marketing emails but responds to texts.</p>
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<p>For example, you can use next best channel predictions to automatically trigger a promotional offer via SMS for a user who rarely opens marketing emails but responds to texts.</p>
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<h2><strong>Why use Next Best Channel?</strong></h2>
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<h2><strong>Why use Next Best Channel?</strong></h2>
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<ul><li>Improve conversion rates by automatically sending offers via each customer’s most responsive channel (email, SMS, push) rather than guesswork, increasing campaign ROI.</li>
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<ul><li>Improve conversion rates by automatically sending offers via each customer’s most responsive channel (email, SMS, push) rather than guesswork, increasing campaign ROI.</li>
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<li>Reduce fatigue and unsubscribes by avoiding duplicate messages across every touchpoint, ensuring outreach feels relevant and tailored.</li>
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<li>Reduce fatigue and unsubscribes by avoiding duplicate messages across every touchpoint, ensuring outreach feels relevant and tailored.</li>
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<li>Streamline workflows with predictive algorithms and journey builders that A/B test, learn, and optimize your cross-channel campaigns in real time, saving manual segmentation and setup hours.</li>
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<li>Streamline workflows with predictive algorithms and journey builders that A/B test, learn, and optimize your cross-channel campaigns in real time, saving manual segmentation and setup hours.</li>
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</ul><h2><strong>Next Best Channel vs. Next Best Action vs. Channel Affinity</strong></h2>
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</ul><h2><strong>Next Best Channel vs. Next Best Action vs. Channel Affinity</strong></h2>
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<strong>Feature / Term</strong><strong>Next Best Channel</strong><strong>Next Best Action</strong><strong>Channel Affinity</strong><strong>Definition</strong>AI-driven prediction of the best communication channel for a specific customer interaction, optimizing message delivery across email, SMS, push, etc. An AI-powered decisioning framework that determines the most relevant action (offer, message, support, etc.) for a customer at each moment, beyond just the channel choice Predicts a customer’s preferred channels based on past engagement patterns, serving as input data for channel selection <strong>Focus</strong>Channel selection (how to reach the customer)Action selection (what to say or do for the customer)Channel preference scoring<strong>Automation Level</strong>Fully automated channel routing in real-timeFully automated, context-aware action decisionsUsually part automated, often feeding into other automation<strong>Data Inputs</strong>Behavioral history, engagement, conversion likelihoodCustomer context, behavior, preferences, business goalsHistorical channel interaction and engagement<strong>Purpose</strong>Maximize engagement via the right channelMaximize outcomes via right action and messageInform channel decisions based on affinity<strong>Example Use Case</strong>Send SMS if email unopened, else push notificationOffer discount, initiate chat, or suppress messaging dynamicallyScore customers to prioritize push vs. email segments<strong>Relationship</strong>Often used as a decision step within Next Best Action frameworksUmbrella framework, including channel decisions and contentChannel affinity feeds Next Best Channel predictions<strong>Benefits</strong>Improved delivery rates, better timing, reduced message fatigueHigher relevance, increased conversion, personalized interactionsBetter channel targeting, improved segmentation accuracy<h2><strong>FAQs</strong></h2>
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<strong>Feature / Term</strong><strong>Next Best Channel</strong><strong>Next Best Action</strong><strong>Channel Affinity</strong><strong>Definition</strong>AI-driven prediction of the best communication channel for a specific customer interaction, optimizing message delivery across email, SMS, push, etc. An AI-powered decisioning framework that determines the most relevant action (offer, message, support, etc.) for a customer at each moment, beyond just the channel choice Predicts a customer’s preferred channels based on past engagement patterns, serving as input data for channel selection <strong>Focus</strong>Channel selection (how to reach the customer)Action selection (what to say or do for the customer)Channel preference scoring<strong>Automation Level</strong>Fully automated channel routing in real-timeFully automated, context-aware action decisionsUsually part automated, often feeding into other automation<strong>Data Inputs</strong>Behavioral history, engagement, conversion likelihoodCustomer context, behavior, preferences, business goalsHistorical channel interaction and engagement<strong>Purpose</strong>Maximize engagement via the right channelMaximize outcomes via right action and messageInform channel decisions based on affinity<strong>Example Use Case</strong>Send SMS if email unopened, else push notificationOffer discount, initiate chat, or suppress messaging dynamicallyScore customers to prioritize push vs. email segments<strong>Relationship</strong>Often used as a decision step within Next Best Action frameworksUmbrella framework, including channel decisions and contentChannel affinity feeds Next Best Channel predictions<strong>Benefits</strong>Improved delivery rates, better timing, reduced message fatigueHigher relevance, increased conversion, personalized interactionsBetter channel targeting, improved segmentation accuracy<h2><strong>FAQs</strong></h2>
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<p><strong><strong>How does next best channel work in multichannel marketing?</strong></strong></p>
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<p><strong><strong>How does next best channel work in multichannel marketing?</strong></strong></p>
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<p>Next best channel uses AI to analyze each user’s engagement across email,<a>push</a>, SMS, WhatsApp, and other touchpoints. It identifies the channel most likely to drive conversion based on behavior, timing, and historical preferences. This helps marketers reduce friction and increase message relevance.</p>
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<p>Next best channel uses AI to analyze each user’s engagement across email,<a>push</a>, SMS, WhatsApp, and other touchpoints. It identifies the channel most likely to drive conversion based on behavior, timing, and historical preferences. This helps marketers reduce friction and increase message relevance.</p>
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<p><strong><strong>How do predictive algorithms differ from rule-based channel selection?</strong></strong></p>
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<p><strong><strong>How do predictive algorithms differ from rule-based channel selection?</strong></strong></p>
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<p>Predictive algorithms learn continuously from user actions such as opens, clicks, and conversions, dynamically adjusting channel selection as preferences evolve. Rule-based systems use static rules, which can lead to missed opportunities or repetitive messaging. For examples of predictive routing in practice, read the<a>customer journey analytics</a>guide.</p>
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<p>Predictive algorithms learn continuously from user actions such as opens, clicks, and conversions, dynamically adjusting channel selection as preferences evolve. Rule-based systems use static rules, which can lead to missed opportunities or repetitive messaging. For examples of predictive routing in practice, read the<a>customer journey analytics</a>guide.</p>
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<p><strong><strong>How to measure success with the next best channel?</strong></strong></p>
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<p><strong><strong>How to measure success with the next best channel?</strong></strong></p>
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<p>Next best channel success is measured by<strong></strong>tracking improvements in open, click, and<a>conversion rates</a>on each channel selected by the model. It’s also important to monitor unsubscribe and opt-out rates to maintain a user-friendly messaging frequency. Additionally, attributing revenue and conversions to the predicted touchpoints helps validate the effectiveness of the AI model.</p>
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<p>Next best channel success is measured by<strong></strong>tracking improvements in open, click, and<a>conversion rates</a>on each channel selected by the model. It’s also important to monitor unsubscribe and opt-out rates to maintain a user-friendly messaging frequency. Additionally, attributing revenue and conversions to the predicted touchpoints helps validate the effectiveness of the AI model.</p>
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<p><strong><strong>What if a user has equal affinity for multiple channels?</strong></strong></p>
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<p><strong><strong>What if a user has equal affinity for multiple channels?</strong></strong></p>
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<p>When affinities are tied, platforms rely on recent engagement patterns or controlled split testing to determine the most effective channel. As more behavioral data accumulates, predictive models refine selection for higher relevance.</p>
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<p>When affinities are tied, platforms rely on recent engagement patterns or controlled split testing to determine the most effective channel. As more behavioral data accumulates, predictive models refine selection for higher relevance.</p>
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