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uppercase">FEATURED CHANNELS</span></div><ul class="flex flex-col gap-y-4"><li><a class="nav-item flex gap-3 items-center" href="/product/email"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="mail-01"><use href="/icons/sprites.svg#mail-01"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-md">Email</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/product/mobile-app-messaging"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="phone-02"><use href="/icons/sprites.svg#phone-02"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-md">Mobile App Messaging</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/product/web-messaging"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="browser"><use href="/icons/sprites.svg#browser"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-md">Web Messaging</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/product/sms"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="message-text-square-02"><use href="/icons/sprites.svg#message-text-square-02"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-md">SMS/RCS</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/product/whatsapp"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="phone-call-01"><use href="/icons/sprites.svg#phone-call-01"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-md">WhatsApp</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/product/cross-channel-messaging"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="dots-grid"><use href="/icons/sprites.svg#dots-grid"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-md text-purple-700">View all channels</span></div></a></li></ul></div><div class="nav-dropdown__section-footer flex flex-wrap sm:flex-nowrap p-2 sm:p-3 bg-[#C9C4FF80] relative z-10 gap-3 items-end sm:justify-between xl:justify-start rounded-lg mt-4"><div class="flex gap-2 sm:gap-3"><span class="flex items-center justify-center flex-none size-8 text-purple-700 mr-2 xl:mr-0"><svg width="20" height="20" role="img" aria-label="star-02"><use href="/icons/sprites.svg#star-02"></use></svg></span><div class="flex flex-col justify-center gap-1"><span class="font-semibold text-gray-900 text-md">How It Works</span><p class="font-normal text-gray-600 text-sm">Get a breakdown of our vertically- integrated technology</p></div></div><a class="inline-flex items-center justify-center text-center rounded-full transition-colors sm:w-fit whitespace-nowrap relative z-10 gap-1 font-aribauGrotesk font-bold px-[14px] py-2 text-sm bg-white border border-transparent text-gray-900 shadow-xs hover:bg-[#F9FAFB] active:bg-white active:border-[#D0D5DD] active:border disabled:bg-white disabled:border-[#EAECF0] disabled:border disabled:text-[#98A2B3] w-full" href="/product">Learn More</a></div></div></div></div></div></li><li class="nav-dropdown"><button type="button" class="relative flex items-center w-full h-full xl:w-auto font-semibold text-md ja:text-xs hover:text-primary-600 text-black py-6 xl:py-[10px] gap-[6px] px-0" aria-expanded="false">Solutions<svg width="20" height="20" role="img" aria-label="chevron-down" class="transition-transform !duration-150"><use href="/icons/sprites.svg#chevron-down"></use></svg></button><div id="nav-dropdown-Solutions" class="nav-dropdown__content absolute top-0 xl:top-full left-0 w-full pb-10 xl:pb-0 h-[calc(100vh-72px)] xl:h-auto flex flex-col overflow-y-auto overflow-x-hidden xl:overflow-hidden bg-white xl:border xl:border-gray-200 xl:shadow-lg transition !duration-300 transform origin-top pointer-events-none -z-1 opacity-0 translate-x-full xl:translate-x-0" aria-hidden="true" inert="true"><div class="container transition delay-150 !duration-300 origin-center xl:opacity-0 xl:translate-y-[5px]"><div class="mt-10 mb-4 xl:hidden"><button type="button" class="items-center justify-center text-center transition-colors sm:w-fit whitespace-nowrap relative z-10 font-aribauGrotesk font-bold text-sm flex gap-2 rounded-none border-none p-0 text-gray-600 shadow-none w-fit 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href="/solutions/media-entertainment"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="video-recorder"><use href="/icons/sprites.svg#video-recorder"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-lg">Media & Entertainment</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/solutions/gaming"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="gaming-pad-01"><use href="/icons/sprites.svg#gaming-pad-01"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-lg">Gaming</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/solutions/on-demand"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" 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text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="trend-up-01"><use href="/icons/sprites.svg#trend-up-01"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-lg">Optimize Onboarding</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/solutions/boost-productivity"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="pencil-01"><use href="/icons/sprites.svg#pencil-01"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-lg">Boost Productivity</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/solutions/improve-acquisition"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="pie-chart-01"><use 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class="flex flex-wrap gap-x-3 items-center font-semibold text-lg">Increase Engagement</span></div></a></li></ul></div><div class="nav-list relative z-10 grow flex flex-col gap-4"><div class="flex flex-col gap-1 text-sm text-gray-500"><span class="font-semibold uppercase">Braze For</span></div><ul class="flex flex-col gap-y-4"><li><a class="nav-item flex gap-3 items-center" href="/braze-for-engineering"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="code-01"><use href="/icons/sprites.svg#code-01"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-lg">Engineering</span></div></a></li><li><a class="nav-item flex gap-3 items-center" href="/braze-for-startups"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="users-03"><use 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srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F58525b65b1ee2879c9a6e7e1ff07af42a11e807c-2888x1622.png&w=384&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F58525b65b1ee2879c9a6e7e1ff07af42a11e807c-2888x1622.png&w=750&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F58525b65b1ee2879c9a6e7e1ff07af42a11e807c-2888x1622.png&w=750&q=75"/></div><div class="flex w-full flex-col gap-3 pt-6"><span class="text-md font-semibold text-gray-900">2026 Global Customer Engagement Review</span><span class="text-md font-normal text-gray-600">For our sixth Global CER, we surveyed over 2,200 marketing leaders and analyzed upwards of 6 billion data points spanning more than 750 brands</span></div></div></a></div></div></div></div></li><li class="nav-dropdown"><button type="button" class="relative flex items-center w-full h-full xl:w-auto font-semibold text-md ja:text-xs 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font-semibold text-md">Braze Alloys</span><span class="text-sm font-normal text-gray-600">Explore and connect with our trusted Technology or Solutions partners</span></div></a></li><li><a class="nav-item flex gap-3" href="/partners/solutions-partners"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="users-01"><use href="/icons/sprites.svg#users-01"></use></svg></div><div class="flex flex-col gap-1"><span class="flex flex-wrap gap-x-3 items-center font-semibold text-md">Delivery Partners</span><span class="text-sm font-normal text-gray-600">Discover our partnerships with the world's leading agencies, consultancies, and system integrators</span></div></a></li><li><a class="nav-item flex gap-3" href="/partners/technology-partners"><div class="flex-none flex items-center justify-center text-primary-600 w-5 h-5"><svg width="20" height="20" role="img" aria-label="code-02"><use 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type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Resources","item":"https://www.braze.com/resources"},{"@type":"ListItem","position":2,"name":"Blog","item":"https://www.braze.com/resources/articles"},{"@type":"ListItem","position":3,"name":"How do marketing aut...","item":"https://www.braze.com/resources/articles/marketing-automation-strategies"}]}</script><div class="mt-8 flex flex-col gap-6 sm:mt-12 md:flex-row md:pb-16"><div class="flex shrink-0 grow basis-0 flex-col gap-8"><h1 class="text-display-md font-bold text-white">How do marketing automation strategies help brands scale personalization?</h1><p class="flex gap-3 text-xs font-extrabold text-white"><span>Published on November 20, 2025</span><span>/</span><span>Last edited on November 20, 2025</span><span>/</span><span>11<!-- --> min read</span></p></div><div class="shrink-0 grow basis-0"><img alt="How do marketing automation strategies help brands scale personalization?" loading="lazy" width="600" height="400" decoding="async" data-nimg="1" class="h-auto max-h-[352px] w-full rounded-xl object-cover" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F1a580d96f5292dd3cde9c8fee93d48a97f2b6776-1920x1080.jpg&w=640&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F1a580d96f5292dd3cde9c8fee93d48a97f2b6776-1920x1080.jpg&w=1200&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F1a580d96f5292dd3cde9c8fee93d48a97f2b6776-1920x1080.jpg&w=1200&q=75"/></div></div></div></div><div class="container py-[50px] md:py-24"><div class="flex flex-col gap-8 md:flex-row"><div class="w-full shrink-0 grow-0 basis-full md:w-[72px] md:basis-[72px]"><div class="flex gap-4 text-gray-500 md:sticky md:top-20 md:flex-col"><div class="w-fit cursor-pointer text-gray-500 hover:text-primary-500"><svg width="24" height="24" role="img" aria-label="twitter-new"><use href="/icons/sprites.svg#twitter-new"></use></svg></div><div class="w-fit cursor-pointer text-gray-500 hover:text-primary-500"><svg width="24" height="24" role="img" aria-label="linkedin"><use href="/icons/sprites.svg#linkedin"></use></svg></div><div class="w-fit cursor-pointer text-gray-500 hover:text-primary-500"><svg width="24" height="24" role="img" aria-label="mailbox"><use href="/icons/sprites.svg#mailbox"></use></svg></div><div class="w-fit cursor-pointer text-gray-500 hover:text-primary-500"><svg width="24" height="24" role="img" aria-label="link-03"><use href="/icons/sprites.svg#link-03"></use></svg></div></div></div><div class="flex shrink-0 grow basis-0 flex-col gap-12"><div class="flex flex-col gap-6 rounded-xl border border-gray-100 bg-gray-50 p-8"><span class="text-sm font-semibold text-gray-600">AUTHOR</span><div class="flex items-center gap-4"><span class="block size-10 shrink-0 grow-0 basis-10 overflow-hidden rounded-full bg-gray-100"><img alt="" loading="lazy" width="160" height="160" decoding="async" data-nimg="1" class="size-full object-cover" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2Fa871ef5dc9e894d320555710664c2e67f03dad70-1000x1000.png&w=256&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2Fa871ef5dc9e894d320555710664c2e67f03dad70-1000x1000.png&w=384&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2Fa871ef5dc9e894d320555710664c2e67f03dad70-1000x1000.png&w=384&q=75"/></span><div class="flex flex-col items-start justify-center gap-4 sm:flex-row md:items-center"><h6 class="text-md font-semibold text-gray-900 sm:text-lg">Team Braze</h6></div></div></div><div class="flex flex-col gap-6"><p>Brands have more channels, data, and customer touchpoints than ever before. What they need is a way to connect them—so every message builds on the last instead of starting from scratch.</p><p>Across industries, many are turning to AI to do more of the work behind the scenes. <a href="https://www.braze.com/resources/reports-and-guides/2024-global-customer-engagement-review" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">Nearly half of marketing leaders (47%) use or plan to use AI to automate repetitive tasks</a>, while others rely on it to optimize strategies in real time or personalize campaigns.</p><p>A marketing automation strategy helps teams coordinate campaigns, reduce manual work, and deliver experiences that stay consistent and relevant across every channel. It also helps nurture leads through every stage of the journey—from first touch to loyal customer.</p><p>A recent study found that deploying marketing automation delivered an average return of <a href="https://nucleusresearch.com/research/single/marketing-automation-returns-5-44-for-every-dollar-spent/" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">$5.44 for every dollar spent</a> across the first three years, so when used effectively, automation can create a direct path from customer insight to meaningful and profitable engagement.</p><p><strong>Contents</strong></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#what" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">What is a marketing automation strategy?</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#why" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">Why do marketing automation strategies matter for modern teams?</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#how" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">How to implement marketing automation</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#most" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">What are the most effective marketing automation tactics?</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#best" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">What are best practices in marketing automation?</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#transform" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">How AI decisioning transforms marketing automation</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#examples" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">What are examples of effective automation workflows?</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#measure" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">How do you measure success in marketing automation?</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#smarter" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">Smarter automation in action</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#conclusion" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">Final thoughts on marketing automation strategies</a></p><p><a href="http://www.braze.com/resources/articles/marketing-automation-strategies#faqs" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">FAQs about marketing automation strategies</a></p><div id="what"></div><h2 id="h-86dbb2285c20" class="my-4 text-gray-900 lg:text-display-lg">What is a marketing automation strategy?</h2><p>A <a href="https://www.braze.com/resources/articles/marketing-automation" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">marketing automation</a> strategy is a plan that uses software and data to automate repetitive and time-consuming marketing tasks. It defines which activities can be automated, how success will be measured, and how automation supports broader marketing goals.</p><p>These tasks often include email campaigns, <a href="https://www.braze.com/resources/articles/guide-to-behavioral-segmentation" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">audience segmentation</a>, lead management, and reporting. By automating these areas, teams can focus less on manual setup and more on creating personalized experiences that reach the right audience at the right time.</p><p>When data, goals, and technology align, automation gives marketers a reliable system for building <a href="https://www.braze.com/resources/articles/customer-engagement-automation" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">customer engagement</a> at scale.</p><div id="why"></div><h2 id="h-0d4fae3d49c9" class="my-4 text-gray-900 lg:text-display-lg">Why do marketing automation strategies matter for modern teams?</h2><p>Marketing automation strategies matter for modern teams because real-time, data-driven marketing has made automation essential. With audiences moving between channels and devices constantly, manual coordination can’t keep up. Automation gives teams the structure to respond to behavior as it happens and keep communication consistent at scale.</p><p>Brands using <a href="https://www.braze.com/resources/articles/marketing-automation-kpi" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">marketing automation often see higher open and click-through rates</a>, better conversion rates, and lower customer acquisition costs. More importantly, they can identify valuable customer moments in real time and act on them instantly.</p><p>A strong automation framework is tailored to each business’s data, goals, and customer journeys. The next step is knowing how to build it.</p><div id="how"></div><h2 id="h-f536e9767f0b" class="my-4 text-gray-900 lg:text-display-lg">How to implement marketing automation</h2><p>An effective marketing automation strategy begins with knowing your audience and the outcomes you’re aiming for. From there, you can shape a framework that’s flexible and measurable.</p><img alt="A four-step process for Marketing automation: Define goals and audience, Map customer journeys, Choose what to automate, and Align teams and data." loading="lazy" width="800" height="600" decoding="async" data-nimg="1" class="w-auto max-w-full self-start overflow-hidden rounded-xl" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F98a49ffeca6881804125d8677463e8d8c3377dde-1200x600.jpg&w=828&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F98a49ffeca6881804125d8677463e8d8c3377dde-1200x600.jpg&w=1920&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F98a49ffeca6881804125d8677463e8d8c3377dde-1200x600.jpg&w=1920&q=75"/><h3 id="h-290df2ab2023" class="my-4 text-gray-900">1. Define goals and audience</h3><p>Start by setting clear, measurable objectives—whether that’s higher conversion rates, improved retention, or stronger engagement. Then focus on your audience. Identify key customer segments and define your target audience based on behavior, preferences, and value. These insights will guide what you automate and how you communicate at each stage of the journey.</p><h3 id="h-ad0b858772ea" class="my-4 text-gray-900">2. Map customer journeys</h3><p>Automation works best when it follows the customer’s path. Map out <a href="https://www.braze.com/product/journey-orchestration" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">key moments in their journey</a>—from awareness to purchase to loyalty—and identify which messages add value at each stage.</p><p>Consider two types of automation:</p><ul><li class="mb-2 ml-10 list-disc"><strong>Back-end workflows:</strong> Processes like lead scoring, segmentation, and lifecycle tracking that power smarter decisions.</li><li class="mb-2 ml-10 list-disc"><strong>Customer-facing workflows:</strong> Triggered messages such as welcome emails, push notifications, or personalized recommendations that build engagement.</li></ul><h3 id="h-e9beb41d8b7f" class="my-4 text-gray-900">3. Choose what to automate</h3><p>Not every process needs automation. Start with repetitive, time-sensitive tasks that have a clear impact on performance. Examples include:</p><ul><li class="mb-2 ml-10 list-disc">Welcome and onboarding sequences</li><li class="mb-2 ml-10 list-disc">Cart or form abandonment reminders</li><li class="mb-2 ml-10 list-disc">Win-back or re-engagement campaigns</li><li class="mb-2 ml-10 list-disc">Loyalty or milestone messages</li></ul><p>Prioritize areas where automation can save time while improving customer experience.</p><h3 id="h-a7319090ebff" class="my-4 text-gray-900">4. Align your teams and data</h3><p>Marketing, product, and analytics teams should share goals, KPIs, and unified data. This alignment makes it easier to personalize messages, measure results accurately, and avoid duplicated effort.</p><p>With goals defined and teams aligned, it’s time to turn strategy into action through the right mix of solutions and tactics.</p><div id="most"></div><h2 id="h-2377669f2724" class="my-4 text-gray-900 lg:text-display-lg">What are the most effective marketing automation tactics?</h2><p>The most effective marketing automation tactics connect data, decisioning, and delivery. They use insight to trigger the right action, and help brands run co-ordinated marketing campaigns.</p><p>With the right marketing automation tools, brands can:</p><ul><li class="mb-2 ml-10 list-disc"><strong>Unify customer data.</strong> Combine <a href="https://www.braze.com/resources/articles/first-party-data" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">first party data</a>, such as behavioral, transactional, and engagement data, with any other sources, to form a single view of each person.</li><li class="mb-2 ml-10 list-disc"><strong>Trigger messages in real time.</strong> Use customer behavior—like a purchase, app open, or product view—to automatically send the next best message.</li><li class="mb-2 ml-10 list-disc"><a href="https://www.braze.com/product/cross-channel-messaging" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link"><strong>Orchestrate cross-channel journeys.</strong></a> Connect email campaigns, in-app messages, push notifications, and SMS so every interaction feels consistent and contextual.</li><li class="mb-2 ml-10 list-disc"><strong>Experiment continuously.</strong> Test subject lines, creative, and send times to optimize campaigns and improve performance over time.</li><li class="mb-2 ml-10 list-disc"><strong>Adapt with AI.</strong> Use a mix of generative AI, predictive insights and agentic AI decisioning to personalize content, timing, and offers at scale—responding instantly as behavior changes.</li></ul><p>These tactics create a foundation for meaningful automation. Each one helps brands automate repetitive tasks without losing relevance or creativity, keeping marketing responsive and customer-led.</p><div id="best"></div><h2 id="h-40fbd39d059b" class="my-4 text-gray-900 lg:text-display-lg">What are best practices in marketing automation?</h2><p>The best practices that stay true to this customer-led approach rely on strong data foundations and consistent attention to how customers interact and change over time. Here are the right habits to form:</p><h3 id="h-96259f6bf13d" class="my-4 text-gray-900">1. Keep data accurate</h3><p>Every automated message starts with reliable data. Regularly audit data sources, remove duplicates, and keep integrations consistent to maintain trust and precision.</p><h3 id="h-fc88233f2899" class="my-4 text-gray-900">2. Segment with purpose</h3><p>Group customers based on lifecycle stage, preferences, or predicted value. Thoughtful segmentation keeps communication relevant and focused.</p><h3 id="h-1886457809b6" class="my-4 text-gray-900">3. Prioritize high-value audiences</h3><p>Focus marketing efforts on the customers who show the strongest intent or engagement. This approach drives efficiency and strengthens overall performance.</p><h3 id="h-b070031acb4c" class="my-4 text-gray-900">4. Map complete customer journeys</h3><p>Identify key moments from onboarding to re-engagement. Mapping helps connect individual campaigns into a seamless experience across every channel.</p><h3 id="h-3f847c002258" class="my-4 text-gray-900">5. Use behavior-based triggers</h3><p>Automate messages that respond directly to customer actions—like signing up, making a purchase, or viewing a product—to keep timing and context aligned.</p><h3 id="h-31dd91f8f415" class="my-4 text-gray-900">6. Monitor automation performance</h3><p>Track how automations are performing against goals such as open rate, click-through rate, or conversion rate. Spot patterns early to stay proactive.</p><h3 id="h-3f819f1cc603" class="my-4 text-gray-900">7. Refine workflows based on results</h3><p>Review automation logic regularly. Adjust triggers, timing, or audience rules to reflect new products, changing preferences, or seasonal behavior.</p><h3 id="h-b1e1d97fc06d" class="my-4 text-gray-900">8. Test and learn</h3><p>Experiment with content, channels, and timing. Continuous testing helps teams optimize campaigns and uncover what motivates each audience segment.</p><h3 id="h-befe4cafaa1c" class="my-4 text-gray-900">9. Align teams around shared data</h3><p>Encourage collaboration between marketing, product, and analytics teams. A shared view of data keeps messages consistent and decisions grounded.</p><h3 id="h-dd977070310f" class="my-4 text-gray-900">10. Balance automation with human insight</h3><p>Automation increases speed, but empathy and creativity build connection. Use data to inform decisions—then add the human touch where it matters most.</p><h3 id="h-9ab778c3158d" class="my-4 text-gray-900">11. Measure what matters</h3><p>Track outcomes that reflect true impact, like retention, revenue, and customer lifetime value.</p><h3 id="h-cdef5b86f0c4" class="my-4 text-gray-900">12. Keep evolving your approach</h3><p>Automation improves over time. Keep learning, experimenting, and adopting new technologies to make your strategy smarter and more responsive.</p><p>These practices create a foundation for marketing automation that’s flexible, measurable, and ready for what comes next—AI-driven decisioning that adapts to every customer moment.</p><div id="transform"></div><h2 id="h-3d8f7e5d7673" class="my-4 text-gray-900 lg:text-display-lg">How AI decisioning transforms marketing automation</h2><img alt="Diagram: AI decisioning agents autonomously experiment & learn, depicted as a cycle from Warehouse or CDP to Braze, Customer Engagement Platform, and Identified Customer." loading="lazy" width="800" height="600" decoding="async" data-nimg="1" class="w-auto max-w-full self-start overflow-hidden rounded-xl" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2Ff1b850e8d8f144d65386cf885054b69fdabdbd85-1200x600.jpg&w=828&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2Ff1b850e8d8f144d65386cf885054b69fdabdbd85-1200x600.jpg&w=1920&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2Ff1b850e8d8f144d65386cf885054b69fdabdbd85-1200x600.jpg&w=1920&q=75"/><p>AI decisioning represents <a href="https://www.braze.com/resources/articles/ai-marketing-automation" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">the next step in marketing automation</a>—evolving from static workflows to systems that learn in real time. Rather than following fixed segments or pre-set schedules, it adapts with every customer action to deliver messages that feel timely and relevant.</p><p>With <a href="https://www.braze.com/product/brazeai-decisioning-studio" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">BrazeAI Decisioning Studio™</a>, this intelligence sits at the center of your engagement strategy. Acting as the “brain” between data and delivery, it determines the best message, channel, moment, and send time for each individual—then orchestrates that decision instantly across email, push, SMS, and in-app messaging.</p><p>Because it’s built on reinforcement learning, the system experiments across multiple variables—creative, timing, and offer type—and uses live feedback to keep improving results. That includes optimizing send times automatically, so messages arrive when each customer is most likely to engage.</p><p>For example, a retail brand might use AI decisioning to adjust offer timing based on store inventory or a customer’s browsing habits, while a travel app could shift notifications dynamically according to destination, weather, or flight status.</p><p>For marketers, that shift means less manual setup and faster impact. AI handles the constant optimization, freeing teams to focus on strategy and storytelling.</p><div id="examples"></div><h2 id="h-8be9ddeca13c" class="my-4 text-gray-900 lg:text-display-lg">What are examples of effective automation workflows?</h2><p>Clear goals and customer intent are essential for creating an effective workflow. These examples drive engagement and retention:</p><ul><li class="mb-2 ml-10 list-disc"><strong>Welcome or onboarding journeys:</strong> Introduce new users, highlight key features, and set expectations.</li></ul><img alt="Workflow builder UI showing a "Message" component being dragged into a flow, with text "Great news! An item that you wanted recently went on sale!"." loading="lazy" width="800" height="600" decoding="async" data-nimg="1" class="w-auto max-w-full self-start overflow-hidden rounded-xl" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F31c70632f360e9b1ced94267db09cf9b45608d08-1200x658.jpg&w=828&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F31c70632f360e9b1ced94267db09cf9b45608d08-1200x658.jpg&w=1920&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F31c70632f360e9b1ced94267db09cf9b45608d08-1200x658.jpg&w=1920&q=75"/><ul><li class="mb-2 ml-10 list-disc"><strong>Cart or browse abandonment flows:</strong> Remind customers of what they left behind and re-engage them with personalized offers.</li><li class="mb-2 ml-10 list-disc"><strong>Re-engagement campaigns:</strong> Target dormant users with tailored incentives or updates.</li><li class="mb-2 ml-10 list-disc"><strong>Loyalty and milestone messages:</strong> Celebrate achievements and encourage repeat engagement.</li><li class="mb-2 ml-10 list-disc"><strong>Dynamic product or content recommendations:</strong> Suggest relevant items or experiences based on recent behavior.</li><li class="mb-2 ml-10 list-disc"><strong>Nurture sequences:</strong> Onboarding tutorials, educational series, or product tips can help guide customers through each stage of the lifecycle, turning new users into loyal advocates over time. They also play a key role in nurturing leads—helping brands educate, build trust, and move customers from first interaction to long-term engagement.</li></ul><p>Each workflow creates an opportunity to turn insight into action and deepen customer relationships over time.</p><div id="measure"></div><h2 id="h-588d9c409725" class="my-4 text-gray-900 lg:text-display-lg">How do you measure success in marketing automation?</h2><p>Measurement turns automation into a learning system. Tracking the right metrics reveals what drives engagement, where customers drop off, and how campaigns contribute to growth.</p><p>Focus on metrics that link directly to outcomes:</p><ul><li class="mb-2 ml-10 list-disc"><strong>Open and click-through rate:</strong> Show how well messages capture attention and relevance.</li><li class="mb-2 ml-10 list-disc"><strong>Conversion rate: </strong>Measure how automated journeys influence key actions like purchases, sign-ups, or upgrades.</li><li class="mb-2 ml-10 list-disc"><strong>Retention and churn:</strong> Understand how automation supports long-term relationships and customer lifetime value.</li><li class="mb-2 ml-10 list-disc"><strong>Operational efficiency:</strong> Quantify the time and resources saved by automating manual workflows.</li></ul><p>These insights turn data into direction, helping marketers refine targeting, test new triggers, and improve the customer experience over time.</p><h3 id="h-e639ee6543fa" class="my-4 text-gray-900">Choosing the right marketing automation platform</h3><p>The impact of marketing automation depends on the technology behind it. The best platforms connect data, orchestration, and AI in one place—making it easier for teams to move from insight to action in real time.</p><p>When evaluating marketing automation tools, look for capabilities that support both scale and <a href="https://www.braze.com/resources/articles/personalization-at-scale" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">personalization</a>:</p><ul><li class="mb-2 ml-10 list-disc"><strong>Unified customer profiles:</strong> Combine behavioral, transactional, and demographic data into a single, actionable view.</li><li class="mb-2 ml-10 list-disc"><strong>Cross-channel orchestration:</strong> Deliver consistent messaging across email, <a href="https://www.braze.com/resources/articles/a-complete-guide-to-sms-marketing" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">SMS</a>, push, in-app, and web.</li><li class="mb-2 ml-10 list-disc"><strong>Real-time triggers:</strong> Respond instantly to customer actions and events.</li><li class="mb-2 ml-10 list-disc"><strong>Experimentation and testing:</strong> Continuously optimize creative, timing, and content.</li><li class="mb-2 ml-10 list-disc"><strong>AI decisioning:</strong> Adapt campaigns dynamically with predictive and reinforcement learning models.</li><li class="mb-2 ml-10 list-disc"><strong>Integrated analytics:</strong> Measure performance and impact across the full customer lifecycle.</li></ul><div id="smarter"></div><h2 id="h-ce4290b67760" class="my-4 text-gray-900 lg:text-display-lg">Smarter automation in action</h2><p>Brands who have chosen Braze are able to combine data, orchestration, and AI decisioning in one place. Here’s how Kayo Sports leveraged AI to create 1:1 messaging at scale, driving customer loyalty and lifetime value in the process.</p><h3 id="h-69feb4693472" class="my-4 text-gray-900">Kayo Sports scores with AI-driven personalization</h3><p><a href="https://www.braze.com/customers/kayo-sports-case-study" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">Kayo Sports</a> is Australia’s leading sports streaming platform, giving fans access to more than 50 sports live and on demand. With a growing subscriber base and thousands of hours of content, Kayo wanted to keep fans engaged long after sign-up—and reduce the manual work needed to do it.</p><h4 id="h-371e036a3fb1" class="my-4 text-gray-900"><strong>The challenge</strong></h4><p>Traditional segmentation and static rules limited Kayo’s ability to personalize at scale. Campaigns were effective but labor-intensive, and the team needed a faster, smarter way to match every fan with the right message, timing, and offer.</p><img alt="Email client displaying an open Kayo Sports promotional email with a discount offer." loading="lazy" width="800" height="600" decoding="async" data-nimg="1" class="w-auto max-w-full self-start overflow-hidden rounded-xl" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F6300529c9b9d0ad9e0c66930e8fbfd064443f57e-1200x605.jpg&w=828&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F6300529c9b9d0ad9e0c66930e8fbfd064443f57e-1200x605.jpg&w=1920&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F6300529c9b9d0ad9e0c66930e8fbfd064443f57e-1200x605.jpg&w=1920&q=75"/><p><strong></strong></p><h4 id="h-c02d2c8e4658" class="my-4 text-gray-900"><strong>The strategy</strong></h4><p>Kayo turned to Braze and BrazeAI Decisioning Studio™ to automate decision-making and scale personalization. By combining real-time customer data with AI decisioning, Kayo created a “Customer Cortex”—an intelligent system that learns from every interaction.</p><ul><li class="mb-2 ml-10 list-disc">BrazeAI Decisioning Studio™ selected the best channel, timing, and incentive for each customer</li><li class="mb-2 ml-10 list-disc">Braze orchestrated and delivered those messages instantly across email, push, SMS, and in-app</li><li class="mb-2 ml-10 list-disc">Automated experimentation allowed campaigns to adapt daily, removing the need for manual testing</li></ul><img alt="A Kayo Sports pop-up ad offering $10 off per month for 2 months, featuring three athletes (AFL and F1), shown on mobile and desktop." loading="lazy" width="800" height="600" decoding="async" data-nimg="1" class="w-auto max-w-full self-start overflow-hidden rounded-xl" style="color:transparent" srcSet="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F74267a5bcdda79e8b802e19f68847b6acf08faac-1200x600.jpg&w=828&q=75 1x, /_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F74267a5bcdda79e8b802e19f68847b6acf08faac-1200x600.jpg&w=1920&q=75 2x" src="/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Fb7pblshe%2Fmarketing-prod%2F74267a5bcdda79e8b802e19f68847b6acf08faac-1200x600.jpg&w=1920&q=75"/><h4 id="h-fec4af9bf4fa" class="my-4 text-gray-900"><strong>The results</strong></h4><p>The impact was signficant:</p><ul><li class="mb-2 ml-10 list-disc"><strong>1.2 million personalized messages</strong> delivered daily (up from 300)</li><li class="mb-2 ml-10 list-disc"><strong>14% more customers reactivated</strong> within 12 months of churning</li><li class="mb-2 ml-10 list-disc"><strong>105% increase in cross-sell</strong> to sister service BINGE</li><li class="mb-2 ml-10 list-disc">All achieved while subscription prices rose by 20%</li></ul><p>Kayo’s automation framework now runs like a living system—continuously learning, adapting, and engaging fans wherever they are.</p><div id="conclusion"></div><h2 id="h-323e568ede6b" class="my-4 text-gray-900 lg:text-display-lg">Final thoughts on marketing automation strategies</h2><p>Marketing automation has become the engine behind more personalized, efficient communication. It helps teams use insight to adapt quickly, deliver relevance, and keep campaigns improving with every interaction.</p><p>AI decisioning takes that capability further—introducing intelligence that learns from every response and adjusts campaigns in real time. Combined with human creativity, it creates a system built for continuous growth and more meaningful relationships.</p><p>With the right foundation and solutions like Braze, automation turns everyday marketing into ongoing conversation—responsive, connected, and ready for what’s next.</p><p></p><div class="p-8 bg-primary-400 rounded-xl gap-8 flex flex-col text-white"><div class="flex flex-col gap-4"><div class="font-bold text-display-sm">Ready to grow? Talk to our sales team.</div></div><div class="flex flex-wrap gap-4"><a class="inline-flex items-center justify-center text-center rounded-full transition-colors whitespace-nowrap relative z-10 gap-1 font-aribauGrotesk font-bold px-[18px] py-[10px] text-md border border-[#4411D6] bg-[#4411D6] text-white shadow-normal hover:border-[#1505C9] hover:bg-[#1505C9] hover:shadow-normal active:border-[#4411D6] active:bg-[#4411D6] active:shadow-focused disabled:border disabled:border-gray-200 disabled:bg-gray-200 disabled:text-gray-400 disabled:shadow-xs w-full sm:w-fit false" href="/get-started">Connect with sales</a></div></div><div id="faqs"></div><p><br/></p></div><div class="space-y-6"><h2 id="faq-accordion" class="mb-0 text-display-xs sm:text-display-sm font-bold">FAQs about marketing automation strategies</h2><section class="bg-white rounded-xl shadow-xl shadow-purple-500/5 border border-purple-200 overflow-hidden" aria-labelledby="faq-accordion"><details class="group border-b border-purple-100 last:border-b-0 open:bg-purple-50/50 hover:bg-purple-50/50" name="faq-accordion"><summary class="flex items-center justify-between cursor-pointer list-none px-6 py-8 [&::-webkit-details-marker]:hidden group-open:pb-4 transition-all !duration-300 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-purple-600 focus-visible:ring-offset-2" aria-label="What are marketing automation strategies?"><span class="text-lg font-semibold text-gray-900 group-hover:text-purple-700">What are marketing automation strategies?</span><svg width="20" height="20" role="img" aria-label="chevron-down" stroke="currentColor" class="shrink-0 ml-4 text-purple-600 group-open:rotate-180 transition-transform !duration-300" aria-hidden="true"><use href="/icons/sprites.svg#chevron-down"></use></svg></summary><div class="px-6 pb-6"><div class="text-base leading-relaxed text-gray-600"><p>Marketing automation strategies are structured plans that use data and technology to automate marketing tasks, improve personalization, and strengthen <a href="https://www.braze.com/resources/articles/customer-engagement-guide" rel="noreferrer noopener" class="font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black" aria-label="External link">customer engagement</a>.</p></div></div></details><details class="group border-b border-purple-100 last:border-b-0 open:bg-purple-50/50 hover:bg-purple-50/50" name="faq-accordion"><summary class="flex items-center justify-between cursor-pointer list-none px-6 py-8 [&::-webkit-details-marker]:hidden group-open:pb-4 transition-all !duration-300 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-purple-600 focus-visible:ring-offset-2" aria-label="How can marketing automation strategies improve performance?"><span class="text-lg font-semibold text-gray-900 group-hover:text-purple-700">How can marketing automation strategies improve performance?</span><svg width="20" height="20" role="img" aria-label="chevron-down" stroke="currentColor" class="shrink-0 ml-4 text-purple-600 group-open:rotate-180 transition-transform !duration-300" aria-hidden="true"><use href="/icons/sprites.svg#chevron-down"></use></svg></summary><div class="px-6 pb-6"><div class="text-base leading-relaxed text-gray-600"><p>Marketing automation strategies can improve performance by increasing efficiency, improving targeting, and helping teams send relevant messages at the right time—boosting conversion and retention rates.</p><p><br/></p></div></div></details><details class="group border-b border-purple-100 last:border-b-0 open:bg-purple-50/50 hover:bg-purple-50/50" name="faq-accordion"><summary class="flex items-center justify-between cursor-pointer list-none px-6 py-8 [&::-webkit-details-marker]:hidden group-open:pb-4 transition-all !duration-300 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-purple-600 focus-visible:ring-offset-2" aria-label="What tools are used in marketing automation?"><span class="text-lg font-semibold text-gray-900 group-hover:text-purple-700">What tools are used in marketing automation?</span><svg width="20" height="20" role="img" aria-label="chevron-down" stroke="currentColor" class="shrink-0 ml-4 text-purple-600 group-open:rotate-180 transition-transform !duration-300" aria-hidden="true"><use href="/icons/sprites.svg#chevron-down"></use></svg></summary><div class="px-6 pb-6"><div class="text-base leading-relaxed text-gray-600"><p>What tools are used in marketing automation?</p><p>Common tools used in marketing automation platforms include ones that handle email, SMS, push, and in-app messaging with integrated data and analytics. These tools automate workflows and measure results in real time.</p><p><br/></p></div></div></details><details class="group border-b border-purple-100 last:border-b-0 open:bg-purple-50/50 hover:bg-purple-50/50" name="faq-accordion"><summary class="flex items-center justify-between cursor-pointer list-none px-6 py-8 [&::-webkit-details-marker]:hidden group-open:pb-4 transition-all !duration-300 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-purple-600 focus-visible:ring-offset-2" aria-label="How do I start building a marketing automation strategy?"><span class="text-lg font-semibold text-gray-900 group-hover:text-purple-700">How do I start building a marketing automation strategy?</span><svg width="20" height="20" role="img" aria-label="chevron-down" stroke="currentColor" class="shrink-0 ml-4 text-purple-600 group-open:rotate-180 transition-transform !duration-300" aria-hidden="true"><use href="/icons/sprites.svg#chevron-down"></use></svg></summary><div class="px-6 pb-6"><div class="text-base leading-relaxed text-gray-600"><p>To start building a marketing automation strategy, begin by setting goals, mapping customer journeys, identifying high-impact automations, and choosing a platform that unifies data across channels.</p><p><br/></p></div></div></details><details class="group border-b border-purple-100 last:border-b-0 open:bg-purple-50/50 hover:bg-purple-50/50" name="faq-accordion"><summary class="flex items-center justify-between cursor-pointer list-none px-6 py-8 [&::-webkit-details-marker]:hidden group-open:pb-4 transition-all !duration-300 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-purple-600 focus-visible:ring-offset-2" aria-label="Why is AI important in marketing automation?"><span class="text-lg font-semibold text-gray-900 group-hover:text-purple-700">Why is AI important in marketing automation?</span><svg width="20" height="20" role="img" aria-label="chevron-down" stroke="currentColor" class="shrink-0 ml-4 text-purple-600 group-open:rotate-180 transition-transform !duration-300" aria-hidden="true"><use href="/icons/sprites.svg#chevron-down"></use></svg></summary><div class="px-6 pb-6"><div class="text-base leading-relaxed text-gray-600"><p>AI is important in marketing automation because it makes automation adaptive. It uses predictive models to optimize timing, channel, and content for each customer, turning static workflows into personalized experiences.</p></div></div></details></section><script type="application/ld+json">{"@context":"https://schema.org","@type":"FAQPage","mainEntity":[{"@type":"Question","name":"What are marketing automation strategies?","acceptedAnswer":{"@type":"Answer","text":"Marketing automation strategies are structured plans that use data and technology to automate marketing tasks, improve personalization, and strengthen customer engagement."}},{"@type":"Question","name":"How can marketing automation strategies improve performance?","acceptedAnswer":{"@type":"Answer","text":"Marketing automation strategies can improve performance by increasing efficiency, improving targeting, and helping teams send relevant messages at the right time—boosting conversion and retention rates."}},{"@type":"Question","name":"What tools are used in marketing automation?","acceptedAnswer":{"@type":"Answer","text":"What tools are used in marketing automation? 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It uses predictive models to optimize timing, channel, and content for each customer, turning static workflows into personalized experiences."}}]}</script></div></div><div class="flex w-full shrink-0 grow-0 basis-full flex-col gap-8 md:w-[280px] md:basis-[280px]"><div class="flex flex-col gap-5"><h6 class="text-sm uppercase text-gray-600">Related Tags</h6><div class="flex flex-wrap gap-3 text-sm"><a class="block rounded-2xl border border-gray-300 px-3 font-bold py-1 text-gray-700 hover:text-primary-700" aria-label="Search AI and Machine Learning tag" href="/search?resource=Article&topic=AI and Machine Learning">AI and Machine Learning</a></div></div><div class="hidden flex-col gap-8 bg-white md:sticky md:top-20 md:flex"><div class="rounded-xl bg-primary-500 shadow-xl p-6 flex flex-col gap-6 items-start"><div class="w-full flex flex-col gap-4 flex-1"><span class="text-sm text-primary-100 font-bold">SUBSCRIBE</span><h4 class="!text-white text-display-xs font-extrabold">Be Absolutely 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With audiences moving between channels and devices constantly, manual coordination can’t keep up. Automation gives teams the structure to respond to behavior as it happens and keep communication consistent at scale.\"]}],[\"$\",\"p\",null,{\"children\":[\"Brands using \",[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/resources/articles/marketing-automation-kpi\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"marketing automation often see higher open and click-through rates\"]}],\", better conversion rates, and lower customer acquisition costs. More importantly, they can identify valuable customer moments in real time and act on them instantly.\"]}],[\"$\",\"p\",null,{\"children\":[\"A strong automation framework is tailored to each business’s data, goals, and customer journeys. The next step is knowing how to build it.\"]}],[\"$\",\"div\",null,{\"id\":\"how\"}],[\"$\",\"h2\",null,{\"id\":\"h-f536e9767f0b\",\"className\":\"my-4 text-gray-900 lg:text-display-lg\",\"children\":[\"How to implement marketing automation\"]}],[\"$\",\"p\",null,{\"children\":[\"An effective marketing automation strategy begins with knowing your audience and the outcomes you’re aiming for. From there, you can shape a framework that’s flexible and measurable.\"]}],[\"$\",\"$L27\",null,{\"src\":\"https://cdn.sanity.io/images/b7pblshe/marketing-prod/98a49ffeca6881804125d8677463e8d8c3377dde-1200x600.jpg\",\"alt\":\"A four-step process for Marketing automation: Define goals and audience, Map customer journeys, Choose what to automate, and Align teams and data.\",\"width\":800,\"height\":600,\"className\":\"w-auto max-w-full self-start overflow-hidden rounded-xl\",\"loading\":\"lazy\"}],[\"$\",\"h3\",null,{\"id\":\"h-290df2ab2023\",\"className\":\"my-4 text-gray-900\",\"children\":[\"1. Define goals and audience\"]}],[\"$\",\"p\",null,{\"children\":[\"Start by setting clear, measurable objectives—whether that’s higher conversion rates, improved retention, or stronger engagement. Then focus on your audience. Identify key customer segments and define your target audience based on behavior, preferences, and value. These insights will guide what you automate and how you communicate at each stage of the journey.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-ad0b858772ea\",\"className\":\"my-4 text-gray-900\",\"children\":[\"2. Map customer journeys\"]}],[\"$\",\"p\",null,{\"children\":[\"Automation works best when it follows the customer’s path. Map out \",[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/product/journey-orchestration\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"key moments in their journey\"]}],\"—from awareness to purchase to loyalty—and identify which messages add value at each stage.\"]}],[\"$\",\"p\",null,{\"children\":[\"Consider two types of automation:\"]}],[\"$\",\"ul\",null,{\"children\":[[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Back-end workflows:\"]}],\" Processes like lead scoring, segmentation, and lifecycle tracking that power smarter decisions.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Customer-facing workflows:\"]}],\" Triggered messages such as welcome emails, push notifications, or personalized recommendations that build engagement.\"]}]]}],[\"$\",\"h3\",null,{\"id\":\"h-e9beb41d8b7f\",\"className\":\"my-4 text-gray-900\",\"children\":[\"3. Choose what to automate\"]}],[\"$\",\"p\",null,{\"children\":[\"Not every process needs automation. Start with repetitive, time-sensitive tasks that have a clear impact on performance. Examples include:\"]}],[\"$\",\"ul\",null,{\"children\":[[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[\"Welcome and onboarding sequences\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[\"Cart or form abandonment reminders\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[\"Win-back or re-engagement campaigns\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[\"Loyalty or milestone messages\"]}]]}],[\"$\",\"p\",null,{\"children\":[\"Prioritize areas where automation can save time while improving customer experience.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-a7319090ebff\",\"className\":\"my-4 text-gray-900\",\"children\":[\"4. Align your teams and data\"]}],[\"$\",\"p\",null,{\"children\":[\"Marketing, product, and analytics teams should share goals, KPIs, and unified data. This alignment makes it easier to personalize messages, measure results accurately, and avoid duplicated effort.\"]}],[\"$\",\"p\",null,{\"children\":[\"With goals defined and teams aligned, it’s time to turn strategy into action through the right mix of solutions and tactics.\"]}],[\"$\",\"div\",null,{\"id\":\"most\"}],[\"$\",\"h2\",null,{\"id\":\"h-2377669f2724\",\"className\":\"my-4 text-gray-900 lg:text-display-lg\",\"children\":[\"What are the most effective marketing automation tactics?\"]}],[\"$\",\"p\",null,{\"children\":[\"The most effective marketing automation tactics connect data, decisioning, and delivery. They use insight to trigger the right action, and help brands run co-ordinated marketing campaigns.\"]}],[\"$\",\"p\",null,{\"children\":[\"With the right marketing automation tools, brands can:\"]}],[\"$\",\"ul\",null,{\"children\":[[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Unify customer data.\"]}],\" Combine \",[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/resources/articles/first-party-data\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"first party data\"]}],\", such as behavioral, transactional, and engagement data, with any other sources, to form a single view of each person.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Trigger messages in real time.\"]}],\" Use customer behavior—like a purchase, app open, or product view—to automatically send the next best message.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/product/cross-channel-messaging\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Orchestrate cross-channel journeys.\"]}]]}],\" Connect email campaigns, in-app messages, push notifications, and SMS so every interaction feels consistent and contextual.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Experiment continuously.\"]}],\" Test subject lines, creative, and send times to optimize campaigns and improve performance over time.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Adapt with AI.\"]}],\" Use a mix of generative AI, predictive insights and agentic AI decisioning to personalize content, timing, and offers at scale—responding instantly as behavior changes.\"]}]]}],[\"$\",\"p\",null,{\"children\":[\"These tactics create a foundation for meaningful automation. Each one helps brands automate repetitive tasks without losing relevance or creativity, keeping marketing responsive and customer-led.\"]}],[\"$\",\"div\",null,{\"id\":\"best\"}],[\"$\",\"h2\",null,{\"id\":\"h-40fbd39d059b\",\"className\":\"my-4 text-gray-900 lg:text-display-lg\",\"children\":[\"What are best practices in marketing automation?\"]}],[\"$\",\"p\",null,{\"children\":[\"The best practices that stay true to this customer-led approach rely on strong data foundations and consistent attention to how customers interact and change over time. Here are the right habits to form:\"]}],[\"$\",\"h3\",null,{\"id\":\"h-96259f6bf13d\",\"className\":\"my-4 text-gray-900\",\"children\":[\"1. Keep data accurate\"]}],[\"$\",\"p\",null,{\"children\":[\"Every automated message starts with reliable data. Regularly audit data sources, remove duplicates, and keep integrations consistent to maintain trust and precision.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-fc88233f2899\",\"className\":\"my-4 text-gray-900\",\"children\":[\"2. Segment with purpose\"]}],[\"$\",\"p\",null,{\"children\":[\"Group customers based on lifecycle stage, preferences, or predicted value. Thoughtful segmentation keeps communication relevant and focused.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-1886457809b6\",\"className\":\"my-4 text-gray-900\",\"children\":[\"3. Prioritize high-value audiences\"]}],[\"$\",\"p\",null,{\"children\":[\"Focus marketing efforts on the customers who show the strongest intent or engagement. This approach drives efficiency and strengthens overall performance.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-b070031acb4c\",\"className\":\"my-4 text-gray-900\",\"children\":[\"4. Map complete customer journeys\"]}],[\"$\",\"p\",null,{\"children\":[\"Identify key moments from onboarding to re-engagement. Mapping helps connect individual campaigns into a seamless experience across every channel.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-3f847c002258\",\"className\":\"my-4 text-gray-900\",\"children\":[\"5. Use behavior-based triggers\"]}],[\"$\",\"p\",null,{\"children\":[\"Automate messages that respond directly to customer actions—like signing up, making a purchase, or viewing a product—to keep timing and context aligned.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-31dd91f8f415\",\"className\":\"my-4 text-gray-900\",\"children\":[\"6. Monitor automation performance\"]}],[\"$\",\"p\",null,{\"children\":[\"Track how automations are performing against goals such as open rate, click-through rate, or conversion rate. Spot patterns early to stay proactive.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-3f819f1cc603\",\"className\":\"my-4 text-gray-900\",\"children\":[\"7. Refine workflows based on results\"]}],[\"$\",\"p\",null,{\"children\":[\"Review automation logic regularly. Adjust triggers, timing, or audience rules to reflect new products, changing preferences, or seasonal behavior.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-b1e1d97fc06d\",\"className\":\"my-4 text-gray-900\",\"children\":[\"8. Test and learn\"]}],[\"$\",\"p\",null,{\"children\":[\"Experiment with content, channels, and timing. Continuous testing helps teams optimize campaigns and uncover what motivates each audience segment.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-befe4cafaa1c\",\"className\":\"my-4 text-gray-900\",\"children\":[\"9. Align teams around shared data\"]}],[\"$\",\"p\",null,{\"children\":[\"Encourage collaboration between marketing, product, and analytics teams. A shared view of data keeps messages consistent and decisions grounded.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-dd977070310f\",\"className\":\"my-4 text-gray-900\",\"children\":[\"10. Balance automation with human insight\"]}],[\"$\",\"p\",null,{\"children\":[\"Automation increases speed, but empathy and creativity build connection. Use data to inform decisions—then add the human touch where it matters most.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-9ab778c3158d\",\"className\":\"my-4 text-gray-900\",\"children\":[\"11. Measure what matters\"]}],[\"$\",\"p\",null,{\"children\":[\"Track outcomes that reflect true impact, like retention, revenue, and customer lifetime value.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-cdef5b86f0c4\",\"className\":\"my-4 text-gray-900\",\"children\":[\"12. Keep evolving your approach\"]}],[\"$\",\"p\",null,{\"children\":[\"Automation improves over time. Keep learning, experimenting, and adopting new technologies to make your strategy smarter and more responsive.\"]}],[\"$\",\"p\",null,{\"children\":[\"These practices create a foundation for marketing automation that’s flexible, measurable, and ready for what comes next—AI-driven decisioning that adapts to every customer moment.\"]}],[\"$\",\"div\",null,{\"id\":\"transform\"}],[\"$\",\"h2\",null,{\"id\":\"h-3d8f7e5d7673\",\"className\":\"my-4 text-gray-900 lg:text-display-lg\",\"children\":[\"How AI decisioning transforms marketing automation\"]}],[\"$\",\"$L27\",null,{\"src\":\"https://cdn.sanity.io/images/b7pblshe/marketing-prod/f1b850e8d8f144d65386cf885054b69fdabdbd85-1200x600.jpg\",\"alt\":\"Diagram: AI decisioning agents autonomously experiment \u0026 learn, depicted as a cycle from Warehouse or CDP to Braze, Customer Engagement Platform, and Identified Customer.\",\"width\":800,\"height\":600,\"className\":\"w-auto max-w-full self-start overflow-hidden rounded-xl\",\"loading\":\"lazy\"}],[\"$\",\"p\",null,{\"children\":[\"AI decisioning represents \",[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/resources/articles/ai-marketing-automation\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"the next step in marketing automation\"]}],\"—evolving from static workflows to systems that learn in real time. Rather than following fixed segments or pre-set schedules, it adapts with every customer action to deliver messages that feel timely and relevant.\"]}],[\"$\",\"p\",null,{\"children\":[\"With \",[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/product/brazeai-decisioning-studio\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"BrazeAI Decisioning Studio™\"]}],\", this intelligence sits at the center of your engagement strategy. Acting as the “brain” between data and delivery, it determines the best message, channel, moment, and send time for each individual—then orchestrates that decision instantly across email, push, SMS, and in-app messaging.\"]}],[\"$\",\"p\",null,{\"children\":[\"Because it’s built on reinforcement learning, the system experiments across multiple variables—creative, timing, and offer type—and uses live feedback to keep improving results. That includes optimizing send times automatically, so messages arrive when each customer is most likely to engage.\"]}],[\"$\",\"p\",null,{\"children\":[\"For example, a retail brand might use AI decisioning to adjust offer timing based on store inventory or a customer’s browsing habits, while a travel app could shift notifications dynamically according to destination, weather, or flight status.\"]}],[\"$\",\"p\",null,{\"children\":[\"For marketers, that shift means less manual setup and faster impact. AI handles the constant optimization, freeing teams to focus on strategy and storytelling.\"]}],[\"$\",\"div\",null,{\"id\":\"examples\"}],[\"$\",\"h2\",null,{\"id\":\"h-8be9ddeca13c\",\"className\":\"my-4 text-gray-900 lg:text-display-lg\",\"children\":[\"What are examples of effective automation workflows?\"]}],[\"$\",\"p\",null,{\"children\":[\"Clear goals and customer intent are essential for creating an effective workflow. These examples drive engagement and retention:\"]}],[\"$\",\"ul\",null,{\"children\":[[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Welcome or onboarding journeys:\"]}],\" Introduce new users, highlight key features, and set expectations.\"]}]]}],[\"$\",\"$L27\",null,{\"src\":\"https://cdn.sanity.io/images/b7pblshe/marketing-prod/31c70632f360e9b1ced94267db09cf9b45608d08-1200x658.jpg\",\"alt\":\"Workflow builder UI showing a \\\"Message\\\" component being dragged into a flow, with text \\\"Great news! An item that you wanted recently went on sale!\\\".\",\"width\":800,\"height\":600,\"className\":\"w-auto max-w-full self-start overflow-hidden rounded-xl\",\"loading\":\"lazy\"}],[\"$\",\"ul\",null,{\"children\":[[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Cart or browse abandonment flows:\"]}],\" Remind customers of what they left behind and re-engage them with personalized offers.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Re-engagement campaigns:\"]}],\" Target dormant users with tailored incentives or updates.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Loyalty and milestone messages:\"]}],\" Celebrate achievements and encourage repeat engagement.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Dynamic product or content recommendations:\"]}],\" Suggest relevant items or experiences based on recent behavior.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Nurture sequences:\"]}],\" Onboarding tutorials, educational series, or product tips can help guide customers through each stage of the lifecycle, turning new users into loyal advocates over time. They also play a key role in nurturing leads—helping brands educate, build trust, and move customers from first interaction to long-term engagement.\"]}]]}],[\"$\",\"p\",null,{\"children\":[\"Each workflow creates an opportunity to turn insight into action and deepen customer relationships over time.\"]}],[\"$\",\"div\",null,{\"id\":\"measure\"}],[\"$\",\"h2\",null,{\"id\":\"h-588d9c409725\",\"className\":\"my-4 text-gray-900 lg:text-display-lg\",\"children\":[\"How do you measure success in marketing automation?\"]}],[\"$\",\"p\",null,{\"children\":[\"Measurement turns automation into a learning system. Tracking the right metrics reveals what drives engagement, where customers drop off, and how campaigns contribute to growth.\"]}],[\"$\",\"p\",null,{\"children\":[\"Focus on metrics that link directly to outcomes:\"]}],[\"$\",\"ul\",null,{\"children\":[[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Open and click-through rate:\"]}],\" Show how well messages capture attention and relevance.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Conversion rate: \"]}],\"Measure how automated journeys influence key actions like purchases, sign-ups, or upgrades.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Retention and churn:\"]}],\" Understand how automation supports long-term relationships and customer lifetime value.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Operational efficiency:\"]}],\" Quantify the time and resources saved by automating manual workflows.\"]}]]}],[\"$\",\"p\",null,{\"children\":[\"These insights turn data into direction, helping marketers refine targeting, test new triggers, and improve the customer experience over time.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-e639ee6543fa\",\"className\":\"my-4 text-gray-900\",\"children\":[\"Choosing the right marketing automation platform\"]}],[\"$\",\"p\",null,{\"children\":[\"The impact of marketing automation depends on the technology behind it. The best platforms connect data, orchestration, and AI in one place—making it easier for teams to move from insight to action in real time.\"]}],[\"$\",\"p\",null,{\"children\":[\"When evaluating marketing automation tools, look for capabilities that support both scale and \",[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/resources/articles/personalization-at-scale\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"personalization\"]}],\":\"]}],[\"$\",\"ul\",null,{\"children\":[[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Unified customer profiles:\"]}],\" Combine behavioral, transactional, and demographic data into a single, actionable view.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Cross-channel orchestration:\"]}],\" Deliver consistent messaging across email, \",[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/resources/articles/a-complete-guide-to-sms-marketing\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"SMS\"]}],\", push, in-app, and web.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Real-time triggers:\"]}],\" Respond instantly to customer actions and events.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Experimentation and testing:\"]}],\" Continuously optimize creative, timing, and content.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"AI decisioning:\"]}],\" Adapt campaigns dynamically with predictive and reinforcement learning models.\"]}],[\"$\",\"li\",null,{\"className\":\"mb-2 ml-10 list-disc\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"Integrated analytics:\"]}],\" Measure performance and impact across the full customer lifecycle.\"]}]]}],[\"$\",\"div\",null,{\"id\":\"smarter\"}],[\"$\",\"h2\",null,{\"id\":\"h-ce4290b67760\",\"className\":\"my-4 text-gray-900 lg:text-display-lg\",\"children\":[\"Smarter automation in action\"]}],[\"$\",\"p\",null,{\"children\":[\"Brands who have chosen Braze are able to combine data, orchestration, and AI decisioning in one place. Here’s how Kayo Sports leveraged AI to create 1:1 messaging at scale, driving customer loyalty and lifetime value in the process.\"]}],[\"$\",\"h3\",null,{\"id\":\"h-69feb4693472\",\"className\":\"my-4 text-gray-900\",\"children\":[\"Kayo Sports scores with AI-driven personalization\"]}],[\"$\",\"p\",null,{\"children\":[[\"$\",\"a\",null,{\"href\":\"https://www.braze.com/customers/kayo-sports-case-study\",\"rel\":\"noreferrer noopener\",\"target\":\"$undefined\",\"className\":\"font-bold underline decoration-primary-700 decoration-2 underline-offset-1 hover:decoration-black\",\"aria-label\":\"External link\",\"children\":[\"Kayo Sports\"]}],\" is Australia’s leading sports streaming platform, giving fans access to more than 50 sports live and on demand. With a growing subscriber base and thousands of hours of content, Kayo wanted to keep fans engaged long after sign-up—and reduce the manual work needed to do it.\"]}],[\"$\",\"h4\",null,{\"id\":\"h-371e036a3fb1\",\"className\":\"my-4 text-gray-900\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"The challenge\"]}]]}],[\"$\",\"p\",null,{\"children\":[\"Traditional segmentation and static rules limited Kayo’s ability to personalize at scale. Campaigns were effective but labor-intensive, and the team needed a faster, smarter way to match every fan with the right message, timing, and offer.\"]}],[\"$\",\"$L27\",null,{\"src\":\"https://cdn.sanity.io/images/b7pblshe/marketing-prod/6300529c9b9d0ad9e0c66930e8fbfd064443f57e-1200x605.jpg\",\"alt\":\"Email client displaying an open Kayo Sports promotional email with a discount offer.\",\"width\":800,\"height\":600,\"className\":\"w-auto max-w-full self-start overflow-hidden rounded-xl\",\"loading\":\"lazy\"}],[\"$\",\"p\",null,{\"children\":[[\"$\",\"strong\",null,{\"children\":[\"\"]}]]}],[\"$\",\"h4\",null,{\"id\":\"h-c02d2c8e4658\",\"className\":\"my-4 text-gray-900\",\"children\":[[\"$\",\"strong\",null,{\"children\":[\"The strategy\"]}]]}],[\"$\",\"p\",null,{\"children\":[\"Kayo turned to Braze and BrazeAI Decisioning Studio™ to automate decision-making and scale personalization. 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