Webscale. Commerce. Cloud.

Santa Clara, CA
Webeyez catches when shoppers hit friction. Webscale's AI Shopping Assistant steps in before they leave. Detect the problem. Recover the session.
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"What if the AI says something wrong about my products?" It doesn't. Every response traces to your catalog data. When it doesn't have the answer, it escalates instead of guessing. Controlled intent execution. That's the feature.
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Peak readiness used to mean uptime, speed, security, and scale. It still does. But once the traffic arrives, can shoppers find what they came for?
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What happens when BFCM traffic arrives and shoppers still can’t find what they want? Sept 29: Webeyez on catching friction in real time + Webscale on Commerce AI for Shopify. 45 minutes. Live Q&A. Link in bio.
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Keeping the site up doesn't mean shoppers will find what they came for. Our AI Shopping Assistant helps them search, compare, and ask questions when traditional discovery falls short. Merchants using it are seeing a 𝟮𝟯% 𝗰𝗼𝗻𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝗹𝗶𝗳𝘁.
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𝗖𝗼𝗺𝗺𝗲𝗿𝗰𝗲 𝗮𝗴𝗲𝗻𝗰𝗶𝗲𝘀 𝗸𝗲𝗲𝗽 𝗴𝗲𝘁𝘁𝗶𝗻𝗴 𝗮𝘀𝗸𝗲𝗱 𝘄𝗵𝗲𝗿𝗲 𝗔𝗜 𝗳𝗶𝘁𝘀 𝗶𝗻 𝘁𝗵𝗲 𝘀𝘁𝗮𝗰𝗸. The Relay AI Partner Program gives you something real to take back. 𝗦𝗲𝗹𝗹 𝗶𝘁. 𝗗𝗲𝗽𝗹𝗼𝘆 𝗶𝘁. 𝗠𝗮𝗸𝗲 𝗺𝗼𝗻𝗲𝘆 𝗼𝗻 𝗶𝘁.
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BFCM is 12 weeks out. The merchants deploying AI Shopping Assistants now will have 2 months of production tuning before the traffic spike. The ones waiting until November will not.
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The bug that reached your customers passed staging. Staging was scaled down to save money. That saving has a price and you pay it in November. Link in bio.
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10 deep articles on one topic usually beat 50 shallow articles when the goal is AI citation value. Depth compounds into topical authority that AI engines recognize. For ecommerce merchants, the opportunity is owning the answers to the questions your buyers ask AI.
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"What do we still control?" is the question for any infra eval. Your code, pipeline and workflow are yours. Data plane and AI infra are ours. The boundary doesn't move.
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A CRM tells you who your customers are. A CDP tells you what they're doing right now. For ecommerce AI that shifts recommendations mid-session, you need the CDP, and it has to sit inline in the request path.
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Traffic spikes should drive your revenue. Stores that are fast during flash sales run infrastructure that observes live request patterns and filters noise before deciding how to scale. We have the infrastructure to run your store and the AI to grow it.
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Carding bots leave payment-attempt patterns that your actual shoppers don't. IP-based rate limiting misses it entirely. Session-based detection catches it.
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B2B buyers use ChatGPT for their personal use and expect their supplier portals to work the same way. Conversational discovery for B2B is here. Can you support it?
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The Founder Partner opportunity is filling up. 5 agencies and SIs certified this quarter, with qualified merchant leads to close and ongoing rev share per conversation.
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AI agents complete purchases inside Google and ChatGPT. Your storefront has a new job: give AI systems what they need to complete the sale. Clean product data and structured answers are the infrastructure.
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Shopify Plus agencies: your clients are asking about AI shopping assistants. Shopify has AI tools and apps. The infrastructure-native AI conversation is still wide open. Partners earn rev share from day one when their clients deploy.
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A timestamped trace does what a diagram can't. Shows the time. 2ms in-path vs 80ms external.
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Your shopper's deciding right now. A real-time CDP works off who they are this second, cart and all. Timing is the whole point.
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You bring the expertise. We bring the merchants. Qualified leads are routed to vetted partners. Revenue share that grows with merchant usage. If you serve merchants on Adobe Commerce, Magento, Shopware or Shopify, we want to route leads to you. Our AI Partner Program is live.
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Are you ready to grow alongside your merchants? Our AI Partner Program is live and is built to help you increase your revenue. You bring the relationships and trust you’ve earned. Real growth for them. Real revenue for you. Learn more and apply to the Partner Program.
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Today’s AI forecast: scattered agents, severe vendor sprawl, and a 100% chance someone's about to buy the wrong tool. We bring the sunshine.
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POV: Your conversion rate just did something it's never done before. Webscale's Agentic Commerce OS... Built Different
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POV: Your conversion rate just did something it's never done before. Webscale's Agentic Commerce OS... Built Different
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POV: Your conversion rate just did something it's never done before. Webscale's Agentic Commerce OS... Built Different
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Logs from different vendors don't share a clock. Distributed systems rarely agree on sequence. Reconstructing even a short event post-incident? Minutes to hours. Hidden cost of a stitched stack.
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Your personalization layer is usually the first thing to go dark. Queue backs up. Shortest timeouts fail first. AI outside the delivery path drops under load. They find out the next morning.
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Infrastructure that puts AI inside the data path doesn't have these failure modes. One path. One system. One place to debug.
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3. Logs from different vendors don't share a clock. Distributed systems rarely agree on sequence. Reconstructing even a short traffic event post-incident can take minutes to hours.
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1. Your personalization layer is the first thing to go dark. Queue backs up and the shortest timeout fails first. If AI sits outside the delivery path, it drops under load. You find out the next morning.
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Rule-based personalization can’t understand: “Something warm but not too formal for a winter wedding under $200.” It’s not an algorithm issue. It’s a model issue.
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If you're trying to understand what agentic commerce actually means for your infrastructure, your data, and your customers, this guide will give you the answers. It covers the data requirements, the infrastructure implications, and what it means for merchants operating at scale.
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The crew is at @Shopware Partner Day today and Jay hit the stage at 3PM. He's showed how Agentic Commerce OS will help Shopware partners boost AI-Commerce practice for new and existing clients.
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Austin. Shopware Partner Day. Let's go. On the floor showing partners what infrastructure-level AI actually looks like. Spoiler: it's faster than you think.
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Google launched UCP in January. AI agents now complete full purchases inside Google. Y our OMS gets the order. Your analytics see nothing. You're either in the AI's consideration set… or you're invisible.
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Most commerce platforms process shopper behavior after the moment has passed. Agentic Commerce OS runs inside the infrastructure layer while the session is active.  We're showing it live at Shopware Partner Day on April 22 in Austin.
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Agentic Commerce OS is live! A CDP that sits in your data path, AI segmentation you can actually talk to, and a shopping assistant that acts more like a companion, turning browsers into buyers. Commerce infrastructure just changed.
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Shopping patterns can change fast during busy periods. Watching live activity helps merchants spot what’s gaining attention and make updates while shoppers are still browsing.
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Structured Data. Smarter Intent. Controlled Execution. Agentic Commerce OS is launching tomorrow!
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Timing makes all the difference, and AI assistants can suggest add-ons or upgrades while shoppers are browsing or reviewing their cart. These suggestions feel helpful rather than distracting.
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Upselling works best when it helps shoppers find what they need, instead of pushing extra items on them. AI assistants can suggest products or upgrades at the right moment to make shopping easier.
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Long result pages slow shoppers when they are still figuring out what they want. AI assistants that ask simple follow-up questions can narrow options and point shoppers toward products that fit.
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Large product catalogs can overwhelm shoppers who aren’t sure what to search for. AI assistants can respond to broad queries with focused suggestions, helping narrow choices without extra clicks.
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Some AI assistants just answer questions. The ones that track session behavior, however, can suggest relevant products or updates as shoppers browse, which makes guidance far more helpful.
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AI assistants work best when they follow what shoppers are doing in the moment. Recommendations, search results, and prompts that adjust as someone browses help them find what they need faster.
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Some shopping assistants respond to questions, while others focus on behaviors that unfold during the visit. Session awareness changes how useful the interaction becomes. #CustomerExperience #AICommerce
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AI shopping assistants are now common across storefronts, but the difference in experience often comes down to whether assistance actually reflects shopper behavior. #Ecommerce #AI #DigitalExperience
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Past purchases explain history. Current behavior explains intent. First-party data helps teams respond while shoppers are still deciding. #CustomerInsights #Ecommerce
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Shopper intent shows up in how people browse, search, and compare products. First-party data makes those signals visible while a visit is still in progress. #Ecommerce #CustomerData #DigitalExperience
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Short sessions, repeated IP activity, and unexplained traffic spikes often signal low-quality visits. Reviewing behavior patterns helps protect analytics accuracy and planning decisions. #DigitalAnalytics #WebPerformance #DataQuality #Leadership
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High traffic volumes don't always point to strong performance. Poor targeting and low-intent visitors can inflate numbers without supporting growth. Infrastructure determines how well teams explore traffic quality. #WebTraffic #Analytics #DigitalPerformance #Infrastructure
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Carding attacks don’t rely on breaching systems. They exploit public payment endpoints through automation and volume. Monitoring transaction behavior is often the difference between early detection and costly cleanup. #Webscale #PaymentSecurity #EcommerceRisk #Infrastructure
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Carding attacks often begin as small payment tests that escalate quickly. What looks like noise in transaction data can signal automated abuse that strains systems and risks processor scrutiny. #Webscale #EcommerceSecurity #Payments #FraudPrevention
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Regulated products scale differently from traditional e-commerce. State rules and payment constraints compound sales issues with each expansion. Infrastructure shapes how manageable that growth feels. #Webscale #RestrictedEcommerce #Scalability #Leadership
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Restricted e-commerce brings about age checks, state-level regulations, and high-risk payments, which introduce complications that grow quickly as volume increases. Infrastructure determines how well teams keep pace. #Webscale #eCommerce #RestrictedCommerce #Infrastructure
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In-person conversations still matter in regulated ecommerce. After Tuesday’s international ecommerce session, join Webscale and @crimsonagility at Booth 41344 for a drink and an informal conversation. (Link in comments) #SHOTShow #2A #eCommerce
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International e-commerce adds complexity fast with regulated products. @crimsonagility will be hosting a SHOT Show session on selling firearm parts, accessories, ammunition, and optics internationally, with Webscale on-site. (Link in comments) #SHOTShow #2A #eCommerce
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SHOT Show brings together teams navigating some of the most complex e-commerce constraints. Webscale will be at SHOT Show 2026, supporting 2A brands that need secure infrastructure. (Link in comments) Las Vegas | Jan 20–23 #Webscale #SHOTShow #eCommerce #2A
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Platform pricing explains what it costs to get started, but it rarely shows what it costs to scale. Predictable cost structures give e-commerce leaders the confidence to invest, experiment, and grow without surprises. #Webscale #eCommerce #TotalCostAdvantage #Leadership
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Many e-commerce brands already have the customer data they need. The challenge is depending on third-party platforms to access it. First-party data gives brands more control and clearer insight when it is actually put to use. #Webscale #eCommerce #FirstPartyData #Growth
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When conversions drop, analytics show the symptom. Engineering teams still have to chase the cause across logs, alerts, and infrastructure tools, and that delay is expensive. #Webscale #eCommerce #Performance #DevOps
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Most analytics platforms stop at the browser and leave teams guessing while revenue slips away. Webscale gives engineering teams real-time traffic and infrastructure context so they can fix problems before they escalate. #Webscale #eCommerce #Analytics #Engineering
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Headless is an ecosystem. Webscale brings the intelligence that keeps every interaction fast, secure, and stable. #Webscale #ComposableCommerce #Performance
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Your frontend shouldn’t work alone. Headless freedom needs a backend that anticipates, adapts, and accelerates. That’s what Webscale delivers. #Webscale #HeadlessCommerce #APIInfrastructure
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Most teams collect metrics. Very few understand what they mean. Webscale Application Analytics helps teams see every layer of their storefront. #Webscale #eCommerce #Analytics #Performance
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Your business scales fast. Your hosting should scale faster. Go beyond limits with Webscale Elastic Cloud Hosting. #Webscale #ElasticHosting #EcommerceGrowth
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Elastic is good. Intelligent is better. Webscale predicts demand, then scales before traffic hits. #Webscale #ElasticHosting #AIInfrastructure
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🚨 It’s happening today! Join Arvind Rapaka, SVP of AI at Webscale, as he unveils the Agentic OS for Commerce: the intelligent architecture shaping the future of digital commerce. 🕢 7:30–9:00 PM CT Link in comments #AgenticCommerce #Webscale #AI #EcommerceInnovation
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