Klaviyo leads on email and ecommerce data; Attentive leads on SMS list growth and compliance. Most DTC brands run both, paying two vendors and maintaining two sets of flows with no single system deciding which channel each shopper should get. Relvino replaces both with one engine that makes that decision per shopper.
Almost every comparison of these two treats it as a single-winner question. In practice the market already answered it by buying both, which is why the more useful question is not which tool wins but what the two-tool setup costs you. We build the single-engine alternative, so the reframe at the end is ours; the head-to-head is fair to each.
The rule of thumb the market uses: Attentive when SMS is a real revenue channel you want operated for you, Klaviyo when email is the centre of gravity and SMS is a secondary channel. Note that Klaviyo SMS is the reason many brands do not need Attentive at all.
Running both is a legitimate choice, and it carries four costs worth naming before you renew.
Klaviyo and Attentive share one architecture: Trigger → Wait → Send. A human decides who qualifies, how long to wait, and what to send. The tools execute that plan well and depend entirely on someone writing it. So a brand running both is not running two strategies - it is running the same paradigm twice, in two places, at two prices. Personalization stops at the segment in both, which is where the waste lives: a $20M brand loses roughly $2M a year sending the wrong message to the wrong customer ($20M GMV × ~10–12% email-attributable revenue × ~80% waste; sources: Bloomreach and Mailchimp benchmarks, 2024–2025).
Relvino runs Observe → Decide → Act across channels rather than within one. It reads live shopper signals, decides the offer, timing, and channel for each individual in ~80ms, and executes across email, SMS/MMS, and on-site from one system. Channel choice becomes an output of the model instead of a rule you maintain in two tools. You set guardrails - margin floors, channels, quiet hours, brand voice - and 100% of interventions run without a human in the loop. SMS still runs on express written opt-in, because consent is a legal requirement, not an optimization.
The engine is a Large Retail Model trained on 7M+ data points across 10,000+ retailers and 1.78M shoppers, so it arrives already knowing what works in your category rather than learning only from your own store. Brands replacing their stack see 2–6× ROI in 30 days, with 6× year-over-year revenue uplift versus Attentive and up to 4× versus Klaviyo, 80% less spam, and a 3–7× lower bill than Klaviyo.
DimensionKlaviyoAttentiveRelvinoPrimary channelEmail, plus SMSSMS, plus emailEmail, SMS, and on-siteCore modelHand-built flowsHand-built flowsAutonomous decisionsLoopTrigger → Wait → SendTrigger → Wait → SendObserve → Decide → ActWho picks the channelYou, in rulesYou, in rulesThe model, per shopperPersonalizationSegment-levelSegment-level1:1 per shopper in ~80msLearningYour store onlyYour store only10K+ retailers, 7M+ data pointsMaintenanceFlow opsFlow ops plus a managed serviceNo flows to maintainReported upliftUp to 4× YoY when replaced6× YoY when replaced2–6× ROI in 30 days
If you are staying with flows and SMS is a serious channel you want operated for you, Attentive earns its price. If email drives most of your revenue, consolidating onto Klaviyo SMS is usually cheaper than adding a second vendor. But if you are a $20–100M GMV brand already paying two platforms to run the same paradigm twice, the question worth asking at renewal is whether any human should be deciding channel and timing shopper by shopper. See the wider field in Klaviyo competitors, the head-to-head in Klaviyo vs Relvino, the GearIT case study, or pricing.