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Treating buyer journeys as sequences instead of simplified signals, and building a model fast enough to serve at scale.

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By using our website, you agree to our Privacy Policy and our Cookie Policy.","cookiesNotice.rejectAllButtonText","Reject all","countries.ar","Argentina","countries.at","Austria","countries.au","Australia","countries.be","Belgium","countries.bg","Bulgaria","countries.br","Brazil","countries.by","Belarus","countries.ca","Canada","countries.ch","Switzerland","countries.cl","Chile","countries.cn","China","countries.co","Colombia","countries.cz","Czech Republic","countries.dk","Denmark","countries.en","USA","countries.es","Spain","countries.de","Germany","countries.fi","Finland","countries.fr","France","countries.gb","UK","countries.gr","Greece","countries.hk","Hong Kong SAR","countries.hu","Hungary","countries.id","Indonesia","countries.ie","Ireland","countries.in","India","countries.it","Italy","countries.jp","Japan","countries.kr","Korea","countries.lt","Lithuania","countries.my","Malaysia","countries.mx","Mexico","countries.ng","Nigeria","countries.nl","Netherlands","countries.no","Norway","countries.nz","New Zealand","countries.pe","Peru","countries.ph","Philippines","countries.pl","Poland","countries.pt","Portugal","countries.ro","Romania","countries.se","Sweden","countries.sg","Singapore","countries.th","Thailand","countries.tr","Türkiye","countries.tw","Taiwan","countries.us","countries.vn","Vietnam","countries.za","South Africa","languages.bg","Bulgarian","languages.cs","Czech","languages.da","Danish","languages.de","German","languages.el","Greek","languages.en","English","languages.es","Spanish","languages.fi","Finnish","languages.fr","French","languages.hi","Hindi","languages.hu","Hungarian","languages.id","Indonesian","languages.it","Italian","languages.ja","Japanese","languages.ko","Korean","languages.lt","Lithuanian","languages.nb","Norwegian Bokmål","languages.nl","Dutch","languages.pl","Polish","languages.pt","Portuguese","languages.pt-PT","Portuguese Portugal","languages.ro","Romanian","languages.ru","Russian","languages.sv","Swedish","languages.th","Thai","languages.tr","Turkish","languages.vi","Vietnamese","languages.zh-Hans","Chinese Simplified","languages.zh-Hant","Chinese Traditional","downloadApp.androidAlt","Get the Shopify app on Google Play","downloadApp.androidUrl","{{site, url(path: '/install/android')}}","downloadApp.iosAlt","Download the Shopify app on the Apple App Store","downloadApp.iosUrl","{{site, url(path: '/install/mobile')}}","downloadApp.qrCodeAlt","QR code to download from","downloadApp.qrTitle","Scan to install","downloadposApp.androidAlt","Get the Shopify POS Mobile app on Google Play","downloadposApp.iosAlt","Download the Shopify POS Mobile app on the Apple App Store","downloadposApp.qrCodeAlt","downloadposApp.qrTitle","Scan or click below to install","forms.fields.country.label","Country","forms.fields.country.placeholder","Select one","forms.fields.country.error","Please select a country","globalNav.applyText","Apply for early access","globalNav.applyTextPlain","Apply for access","globalNav.getStarted","Get started","globalNav.headerPdfCta","Download document","globalNav.homeUrl","{{home}}","globalNav.loginGetStartedText","Log in to get started","globalNav.loginText","Log in","globalNav.loginUrl","/login","globalNav.signinText","Sign in","globalNav.signupText","Start free trial","globalNav.signupTextStartFree","Start for free","globalNav.signupTextFree","Sign up free","globalNav.signupTextPlain","Sign up","globalNav.searchText","globalNav.searchPlaceholder","Type something you're looking for","globalNav.searchPlaceholderMobile","globalNav.signUpButtonText","Get in touch","globalNav.sharedBottomBar.shopify","Shopify","globalNav.sharedBottomBar.shopifyDesc","Platform for entrepreneurs & SMBs","globalNav.sharedBottomBar.plus","Plus","globalNav.sharedBottomBar.plusDesc","A commerce solution for growing digital brands","globalNav.sharedBottomBar.enterprise","Enterprise","globalNav.sharedBottomBar.enterpriseDesc","Solutions for the world’s largest brands","globalNav.contactSalesText","Talk to sales","showLess","Show less","showMore","Show more","home","learnMore","Learn more","plans.pricingFaqAnswerWithDiscount","We offer a 25% discount for yearly subscriptions if you choose the Basic, Grow, or Advanced plans. If you choose a 3-year Shopify Plus plan, we offer a monthly discount and lower online variable platform fees.","sell.header","Explore your options","sell.title","Apps that help you sell {{vertical}}","sell.subheading","Some popular apps other merchants use","sell.seeRecommendedApps","See more recommended apps","sell.by","By {{partner}}","shopify","pagination.page","Page","signup.buttonText","signup.buttonTextStartFree","signup.buttonTextStartTrial","Start trial","signup.plusButtonText","signup.buttonText_fr","Launch your store","signup.label","Email address","signup.placeholder","Enter your email address","signup.disclaimerHtml","Try Shopify free for {{trialLength}} days, no credit card required. By entering your email, you agree to receive marketing emails from Shopify.","signup.disclaimerNoLengthHtml","No credit card required. 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Start for free, then get your first {{count}} months for {{paidTrialAmount}}/mo.","social.facebook.text","Facebook","social.twitter.text","Twitter","social.youtube.text","YouTube","social.instagram.text","Instagram","social.tiktok.text","TikTok","social.linkedin.text","LinkedIn","social.pinterest.text","Pinterest","social.email.text","Email","tableOfContents","Table of Contents","waitlistForm.errors.general","Something went wrong, try again later","waitlistForm.errors.emailFormat","Email is formatted incorrectly","waitlistForm.successMessage","Done","waitlistForm.placeholder","waitlistForm.buttonText","Signup","editionsEyebrow.text","Shopify’s Summer ’25 Edition is here","sectionErrorBoundary.message","This content is not loading due to a technical problem","nav.about","About Shopify","nav.academy","Shopify Academy","nav.allFeatures","All features","nav.allProducts","All Products","nav.allProductsDescription","Explore all Shopify products & features","nav.appStore","Find business apps","nav.appStoreDescription","Shopify app store","nav.b2b","Sell wholesale & direct","nav.b2bDescription","Business-to-business (B2B)","nav.balance","Balance","nav.banking","Banking","nav.billPay","Bill Pay","nav.blog","Blog","nav.blogEnterprise","Enterprise Blog","nav.blogMerchants","Merchant Blog","nav.blogRetail","Retail Blog","nav.borrowing","Borrowing","nav.branding","Branding","nav.brandingDescriptionV2","Build your brand from scratch","nav.brandingFlyoutDescription","Look professional and help customers connect with your business","nav.build","Build","nav.burst","Free stock photos","nav.businessEncyclopedia","Business encyclopedia","nav.businessFunding","Secure business funding","nav.businessFundingDescription","Shopify Capital","nav.businessGrowth","Business growth","nav.businessGrowthDescription","Scale your business","nav.businessNameGenerator","Business name generator ","nav.businessPlanTemplate","Business plan template","nav.businessTypes","Business 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