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Adaptive commerce for Shopify

A store that gets better with every visitor.

Merchant Peak connects to your Shopify store and keeps optimizing it around the clock. It adapts messaging, merchandising and offers to each shopper, so the traffic you already pay for turns into more revenue.

We're building Merchant Peak with a small group of founding merchants. Applications are open now.

One product page · four visitors Adapting
ridgeline.coffeeiPhone · Safari
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Cold brew for long Georgia afternoons

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Signals read

Decisions made

    Illustrative simulation. Ridgeline is a fictional store.4 decisions
    The problem

    Your store shows everyone the same page.

    Most Shopify stores are designed once, for an average customer who doesn't exist. The first-time visitor from a TikTok ad, the loyal customer on her fifth order and the comparison shopper with three tabs open all see identical headlines, offers and product order.

    Meanwhile, every visit costs more to win. When acquisition gets more expensive, the page that receives that traffic becomes the biggest lever you have, and it is usually the one that changes least.

    Merchant Peak treats your storefront as a system that keeps learning, instead of a design that slowly goes stale.

    RevenueWhat you keep
    =
    SessionsBought with ad spend
    ×
    CR × AOVWon or lost on the page

    Traffic is the expensive term, and you pay for it up front. Conversion rate and average order value are decided on your storefront, visit by visit. Merchant Peak works on the terms you've already paid to reach.

    A different model

    Optimization that never stops, for every visitor at once.

    Redesigns, A/B tests and agencies all improve a store in batches, for the average shopper. Merchant Peak is built to improve it continuously, for each one.

    Theme redesignManual A/B testingCRO agencyMerchant Peak
    Designed forAn imagined average customerWhichever variant wins on averageThe segment the last audit focused onEach visitor, in their context
    How often it improvesEvery year or twoOne test at a time, usually weeks eachMonthly sprintsContinuously, around the clock
    What happens to the losing ideaNever testedDiscarded, even if it won for some shoppersDiscarded in the reportKept for the visitors it suits
    Effort from your teamHigh, plus launch riskHypotheses, builds and analysisBriefs, reviews, retainersSet guardrails and goals, then review
    How impact is measuredBefore vs. after, mixed with seasonalityPer testAgency reportingAgainst a live holdout group
    The loop

    Connect once. The store keeps climbing.

    1. CONNECT

      Install

      Connect your Shopify store. No theme rebuild, no developer sprint.

    2. OBSERVE

      Read intent

      Behavior, context and purchase signals are read as each visit unfolds.

    3. DECIDE

      Choose

      Conversion science and your store's own evidence pick what to show.

    4. ADAPT

      Change

      Copy, merchandising and offers adjust within the guardrails you set.

    5. MEASURE

      Prove

      Results are compared to a holdout group, and the system learns from them.

    Every result feeds the next decision. Walk through the loop

    What it's built to move

    Measured in the numbers your P&L already uses.

    CR

    Conversion rate

    More of the right visitors reach checkout, with friction removed where it actually occurs.

    AOV

    Average order value

    Bundles, add-ons and thresholds offered when they fit the basket.

    RPV

    Revenue per visitor

    The north-star metric. It captures conversion and basket size together.

    LTV

    Lifetime value

    Subscriptions and repeat purchases encouraged for the shoppers likely to stay.

    Do the math

    What small gains are worth on traffic you already have.

    Enter your store's numbers and try a few scenarios. This is arithmetic, not a forecast: it shows why modest improvements on the page compound into meaningful revenue.

    Relative change, e.g. 2.0% becoming 2.2% is a 10% improvement.

    Hypothetical scenarios only. Merchant Peak does not promise any specific result. Actual outcomes depend on your store, products, traffic and market.

    Additional revenue per year in this scenario$0
    Today
    Scenario
    Monthly revenue today$0
    Monthly revenue in scenario$0
    Revenue per visitor$0 → $0
    Extra traffic needed to match with ads0 sessions/mo

    Become a founding merchant.

    We're working closely with a small group of Shopify brands to shape what ships first. Tell us about your store.

    How it works

    From connected store to compounding gains.

    Merchant Peak runs a continuous loop on your storefront: observe, decide, adapt, measure. Here's what happens at each stage, and what stays in your control.

    Stage 1 · Connect

    Connect your store in minutes, keep your theme.

    Merchant Peak is designed to install as a Shopify app and work with the theme you already have. Your catalog, collections, policies and brand guidelines become the material it works with.

    • Reads your catalog, pricing, inventory and order history
    • Learns your brand voice from existing copy and your guidance
    • Starts in observation mode, so nothing changes until you say so
    Setup checklistridgeline.coffee
    Shopify store connected
    Catalog & order history synced
    Brand voice reviewed
    Observation mode (no changes yet)
    Adaptive mode

    Illustration of the intended onboarding flow.

    Stage 2 · Observe

    Understand what each visitor is trying to do.

    Every visit carries signals: where the shopper came from, what they looked at, where they hesitated, whether they've been here before. Merchant Peak reads those signals as the session unfolds and estimates intent and friction.

    • Traffic source, campaign and landing context
    • Region, language and device
    • New vs. returning, browsing depth, cart behavior
    • Hesitation patterns such as repeated returns to shipping info
    Session read · in progresslive
    Purchase intent0.72
    Price sensitivity0.38
    Shipping concern0.81
    Subscription fit0.64
    Bundle affinity0.29

    Illustrative scores for one session.

    Stage 3 · Decide

    Choose the change most likely to help this visitor.

    Decisions combine three kinds of evidence: what conversion research says generally works, what has worked on your store, and what fits this shopper's context. Guardrails come before all three.

    • Weighs expected revenue, not just clicks
    • Protects margin: won't discount a shopper who's already buying
    • Respects every rule you set, every time
    Decision stackorder of precedence
    01Your guardrailsalways enforced
    02Visitor contextthis session
    03Store evidenceyour history
    04Conversion sciencegeneral priors
    Stage 4 · Adapt

    Change the experience, not just a button color.

    Merchant Peak is designed to work across the full journey: headlines and product copy, the order products appear in, which objection gets answered first, which offer is shown and when, and the path to checkout.

    • Messaging in the visitor's language and regional idiom
    • Merchandising and recommendations
    • Trust signals, objection handling and offers
    • Subscription and upsell placement
    Headline · product page3 active · 1 retired
    “Café-strength cold brew in ten seconds”leadingnew visitors · paid social
    “Cold brew for long Georgia afternoons”regionalreturning · US South
    “Better than pods. Less than a café.”comparesearch: “vs pods”
    “The last coffee you'll ever need”retiredunderperformed for all segments
    Stage 5 · Measure

    Prove the lift against a holdout, then keep learning.

    A share of traffic always sees your store without Merchant Peak's changes. Comparing the two groups shows incremental revenue directly, separated from seasonality, promotions and ad spend. Outcomes flow back into the next decision.

    • Revenue per visitor vs. holdout, updated continuously
    • Every change logged with its reason
    • One click to pause any change, or everything
    Revenue per visitor · weeklysample data
    AdaptiveHoldout

    Illustrative data to show how reporting works. Not a result from a real store.

    Platform

    Six systems, one storefront that learns.

    Merchant Peak is a single platform built around one idea: every element of your store should earn its place, for each visitor, every day. Status labels show what we're building now and what's further out.

    In development Building now with founding merchantsRoadmap Planned, shaped by early access
    In development

    Behavioral intelligence

    Real-time reading of intent, engagement, navigation and friction for every session, so decisions rest on what shoppers do rather than what we assume.

    In development

    Dynamic personalization

    Messaging that fits the visitor's region, language, device and stage. A shopper in Atlanta and one in Manchester each read copy that sounds like it was written for them.

    In development

    Autonomous optimization

    Headlines, descriptions, calls to action and trust signals generated, tested and refined continuously, within your brand voice.

    Roadmap

    Adaptive merchandising

    Product order, collections and recommendations arranged around each visitor's likely intent and your inventory and margin.

    Roadmap

    Offer intelligence

    Bundles, upsells, free-shipping thresholds and subscription incentives offered to the shoppers they'll help, and withheld from those who'd buy anyway.

    In development

    Revenue measurement

    Always-on holdout reporting on conversion, AOV, RPV and repeat purchase, with a full log of every change and why it was made.

    You stay in charge

    Autonomy, with the controls a brand needs.

    Letting software change your storefront requires trust. Merchant Peak is designed so you decide how much it does on its own.

    Guardrails come first.

    • Brand voice rules: tone, banned words, claims it may never make
    • Protected elements: pages, products or copy that never change
    • Offer limits: maximum discount, eligible products, margin floors
    • Approval mode: review changes before they go live, or let them run
    • Instant pause: stop one change or all of them, any time
    Guardrailsridgeline.coffee
    Require approval for new headlines
    Never discount more than 10%
    Protect the homepage hero
    Regional language adaptation
    Health or medical claims

    Illustration of planned controls.

    Built for Shopify

    Designed to fit the stack you already run.

    Merchant Peak is built for Shopify and Shopify Plus first. We plan to work alongside the subscription, reviews and analytics tools merchants already use, and early-access merchants help decide which integrations come first.

    Core

    Shopify & Shopify Plus

    Catalog, orders, customers and theme. The foundation of everything.

    Planned

    Subscriptions

    So subscription offers reflect real plans, prices and terms.

    Planned

    Reviews & UGC

    So the right proof appears for the right objection.

    Planned

    Analytics

    So results line up with the reporting you already trust.

    Technology & intelligence

    Conversion science, applied one visit at a time.

    Good optimization has always combined two things: knowledge of what tends to persuade people, and evidence about what persuades your customers. Merchant Peak is being built to do both, continuously, at the scale of every session.

    Layer 1 · Priors

    Conversion research

    What tends to work?

    Our goal is to encode lessons from 10,000+ A/B tests and thousands of UX studies, along with established buyer psychology, as starting assumptions.

    Layer 2 · Evidence

    Your store's data

    What works here?

    Your catalog, order history and live behavior update those assumptions quickly. Your customers outvote general research.

    Layer 3 · Context

    This visitor

    What fits right now?

    Region, language, device, source and on-site behavior narrow the decision to the person in front of the page.

    Layer 4 · Judgment

    AI decisioning

    What should change?

    Language models write on-brand variations, and a decision layer allocates traffic toward what is earning revenue.

    A note on these numbers. The 10,000+ tests and thousands of studies describe the body of public and documented research we're building the engine to learn from. They are not experiments Merchant Peak has run, and they're not a proprietary dataset we're claiming to own today.

    Revenue landscape · each dot is a variant
    Why it's called Peak

    Every store has a higher point it hasn't found yet.

    Explore
    New variations are tried on small slices of traffic, so the cost of a weak idea stays small.
    Exploit
    Traffic shifts toward what's earning more revenue as evidence builds, instead of waiting for a single test to finish.
    Keep climbing
    Seasons, products and customers change, so the peak moves. The system keeps a share of exploration running so it notices.
    Personalization with taste

    Relevant, not uncanny.

    The aim is a store that feels considerate: speaking the shopper's dialect, answering their likely question first, showing the right proof. It should never feel like it knows too much.

    Regional fluency

    A visitor from the Southern US might read “perfect for long, hot afternoons”; a visitor in Manchester sees “flavour”, prices in pounds and UK delivery terms. Same product, natural language for each.

    Privacy by design

    Decisions are built on session behavior and coarse context such as region and device, not on invasive tracking. We intend to support consent requirements in every market our merchants sell into.

    Explainable changes

    Every adaptation comes with a reason you can read: which signals were seen, which evidence was used, and how it's performing against the holdout.

    Use cases

    Start with the revenue leak you already know about.

    Every store has a few places where revenue slips away. These are the problems Merchant Peak is designed to work on first. The examples are illustrative scenarios, not customer stories.

    Conversion ratePlenty of traffic, too few orders

    What's happening

    Visitors arrive from very different sources and stages, and one generic page can't answer all of their questions. Many leave before they understand why your product is right for them.

    How Merchant Peak helps

    Matches the page to how the visitor arrived and what they're looking for, and leads with the answer to their most likely objection.

    A shopper from a “vs. pods” search sees the comparison first, not the brand story.

    Checkout completionCarts that stall before checkout

    What's happening

    Shipping cost, delivery time, returns and payment worries surface late. Blanket exit discounts recover some carts and quietly erode margin on all of them.

    How Merchant Peak helps

    Detects hesitation in the moment and answers the specific concern. Incentives are reserved for shoppers who need one.

    Someone checking the returns page twice sees your returns promise beside the checkout button.

    Subscription adoptionProducts made for repeat use, sold once

    What's happening

    Subscribe-and-save is buried in a toggle, or pushed equally on everyone. First-time buyers aren't ready to commit; loyal customers never get a clear reason to.

    How Merchant Peak helps

    Identifies shoppers likely to subscribe and changes how the offer is framed for them: savings, convenience or flexibility.

    A third-time visitor reads “skip or cancel anytime” right next to the subscribe button.

    Average order valueSingle items where bundles belong

    What's happening

    Cross-sells are static and generic, so they're mostly ignored. Free-shipping thresholds are set once and forgotten.

    How Merchant Peak helps

    Suggests the add-on that completes this particular basket and shows it at the moment it is most persuasive.

    A basket £3 short of free delivery gets one relevant £6 suggestion, not a carousel of twelve.

    International growthOne store, many markets

    What's happening

    Translation is not localization. Copy written for one market reads as foreign in another, even when the language is the same.

    How Merchant Peak helps

    Adapts spelling, idiom, units, delivery terms and cultural references to the visitor's region, within your brand voice.

    “Add to cart” in Chicago, “Add to basket” in Leeds, with the same product and the same brand.

    Repeat purchase & LTVReturning customers treated like strangers

    What's happening

    A loyal customer lands on the same first-visit page every time: the same pitch, the same introductory offer, the same bestsellers she already owns.

    How Merchant Peak helps

    Recognizes returning customers and moves them forward: what's new, what's next in their routine, and replenishment reminders.

    A customer who bought the starter kit sees refills first, not the starter kit again.

    Pricing

    Priced together with our first merchants.

    Merchant Peak isn't generally available yet, so there's no public price list. We're setting pricing with founding merchants, based on the value the platform can demonstrate in their stores.

    Founding merchant program

    Early access for a small group of Shopify brands.

    • Early access to Merchant Peak as capabilities become ready
    • Direct access to the founding team during onboarding
    • A real say in which use cases and integrations we build first
    • Early-access terms agreed before general availability

    Who we're looking for: Shopify or Shopify Plus brands with steady traffic who want to grow revenue per visitor and are comfortable giving product feedback.

    Aligned with value

    Merchant Peak exists to grow revenue from traffic you already have. Pricing should be easy to justify against the measured lift.

    Measured honestly

    Because results are compared to a holdout, you'll see the incremental effect directly rather than taking our word for it.

    Predictable

    No surprise overages. You'll know what you'll pay before you commit.

    Easy to leave

    Pausing Merchant Peak returns your store to its original experience.

    Company

    Storefronts are still built like brochures. We think they should work like systems: always learning, different for every visitor, and measured by the revenue they create.

    Why now

    Three shifts make adaptive commerce possible.

    Traffic got expensive

    Customer acquisition costs keep rising across the major ad platforms. Growth now depends on how much value each visit creates, not only on how many visits you buy.

    Language became programmable

    Modern AI can write strong, on-brand copy in many variations and dialects. What used to need a copywriter per market can now be generated, tested and refined.

    Testing hit its ceiling

    One test at a time, judged on averages, can't keep up with how varied shoppers are. The next gains come from decisions made per visitor, continuously.

    Where we are

    An early-stage company with a long road and a clear direction.

    We'd rather be precise about our stage than impressive. Here's how we think about the path ahead.

    Now

    Founding merchants

    • Building the core loop: observe, decide, adapt, measure
    • Messaging and personalization on product pages
    • Holdout-based revenue measurement
    Next

    The full journey

    • Adaptive merchandising and recommendations
    • Offer intelligence: bundles, thresholds, subscriptions
    • Integrations chosen with early merchants
    Long term

    Commerce infrastructure

    • A storefront layer that optimizes itself end to end
    • Learning that compounds across stores, with privacy intact
    • Expansion beyond Shopify
    How we work

    Principles we build by.

    Revenue, not vanity

    We measure ourselves by incremental revenue per visitor, proven against a holdout. Clicks and engagement only matter if they lead there.

    Merchant in control

    Autonomy is earned. Every change is explainable, reversible and bounded by rules the merchant sets.

    No invented proof

    We don't publish results we haven't measured. When we share numbers, they'll come from real stores and say how they were measured.

    Contact

    Merchants, partners and investors.

    If you run a Shopify brand, the early-access form is the fastest way in. For partnerships, press or investment conversations, email us directly.

    hello@merchant-peak.com Request early access →
    FAQ

    Questions merchants ask us.

    The product

    Is Merchant Peak available today?

    Not generally. We're in early development and working with a small group of founding merchants. Capabilities on this site are labeled as in development or on the roadmap. You can apply for early access now.

    How is this different from an A/B testing tool?

    A/B tools help your team run experiments: you write the hypothesis, build the variants, wait for significance and pick one winner for everyone. Merchant Peak is designed to generate and evaluate variations continuously and serve different versions to different visitors, so an idea that works for returning customers isn't thrown away because it lost on average.

    Will it change my store without my approval?

    Only if you want it to. You start in observation mode, can require approval for any kind of change, protect pages or elements entirely, and pause everything at any time.

    Does it work with my theme?

    It's designed to work with your existing Shopify theme rather than replace it. Compatibility across themes is one of the things we're validating with founding merchants.

    Results & measurement

    What results can I expect?

    We don't make up numbers, and we won't promise specific gains before we've measured them in real stores. What we can promise is transparency: impact is measured against a holdout group, so you'll see the incremental effect on your own data.

    What is a holdout group?

    A share of your visitors that always sees your store without Merchant Peak's changes. Comparing revenue per visitor between the two groups isolates Merchant Peak's effect from seasonality, promotions and changes in ad spend.

    Data, brand & performance

    What data does it use?

    Your store's catalog and order history, plus on-site behavior and coarse context such as region, language and device. We intend to respect consent choices and privacy regulations in the markets you sell to, and we won't sell merchant or shopper data.

    Will it slow my store down?

    Speed affects conversion, so page performance is a hard requirement in our design. We'll share how performance is measured with founding merchants during onboarding.

    How do you keep copy on-brand?

    Merchant Peak learns from your existing copy and your written guidelines, and follows explicit rules: tone, banned words, and claims it must never make. Approval mode lets you review new copy before it goes live.

    Early access

    Help us build the store that optimizes itself.

    Tell us about your store and what you'd most like to improve. We read every application.

    01
    We review your store

    We look at your category, traffic and goals to see whether Merchant Peak is a good fit right now.

    02
    A conversation with the team

    If it's a fit, we'll set up a call about your biggest revenue leaks.

    03
    Onboarding as a founding merchant

    We connect your store in observation mode and build from there together.

    We use these details only to review your application and contact you about Merchant Peak. See our privacy note.

    Privacy

    Privacy note

    This note covers the information you share with us through this website. It is a plain-language summary, not a full privacy policy; a complete policy will be published before Merchant Peak becomes generally available.

    What we collect

    When you apply for early access, we collect the details you enter: your name, work email, store URL, role, traffic range, goals and any notes.

    How we use it

    To review your application, contact you about Merchant Peak and the founding merchant program, and understand which problems merchants most want solved. We don't sell your information.

    Your choices

    You can ask us to update or delete your details at any time by emailing hello@merchant-peak.com.