and runs during HTML parse, but hubspotutk is set by js.hs-analytics.net, measured loading at ~834ms. On a first visit the cookie does not exist yet, so a single read returns nothing and the visitor gets no external ID at all — and a first visit is exactly what an ad click is. So poll briefly until HubSpot sets it. The SDK loads lazily (~4.5s) and replays a queue, so an init queued a second or two in still lands before any events are transmitted. */ (function attachExternalId() { var attempts = 0; var MAX_ATTEMPTS = 40; /* 40 x 200ms = 8s, then give up quietly */ var timer = null; function tryAttach() { var raw = getExternalId(); if (!raw) { if (++attempts >= MAX_ATTEMPTS && timer) clearInterval(timer); return; } if (timer) clearInterval(timer); sha256Hex(raw).then(function (hash) { oaiq("init", { user: { external_id_sha256: hash } }); }).catch(function () {}); } tryAttach(); /* returning visitor: immediate */ if (!getExternalId()) timer = setInterval(tryAttach, 200); })(); /* --------------------------------------------------------------------------- 2. Load the SDK off the critical path Whichever comes first: the main thread going idle after load, or the first sign of real user intent. No preconnect on purpose — a TLS handshake during LCP for a script we deliberately deferred is a net loss. Measured on clickpost.ai: load event 3614ms, SDK fetched 4508ms. ------------------------------------------------------------------------ */ var loaded = false; var INTENT = ["pointerdown", "keydown", "scroll"]; function loadSdk() { if (loaded) return; loaded = true; INTENT.forEach(function (t) { removeEventListener(t, loadSdk, { passive: true }); }); var s = document.createElement("script"); s.src = SDK; s.async = true; s.fetchPriority = "low"; document.head.appendChild(s); } INTENT.forEach(function (t) { addEventListener(t, loadSdk, { passive: true, once: true }); }); addEventListener("load", function () { window.requestIdleCallback ? requestIdleCallback(loadSdk, { timeout: 2500 }) : setTimeout(loadSdk, 1500); }, { once: true }); /* --------------------------------------------------------------------------- 3. Conversion id sha256(lowercase(email) + "|" + formId + "|" + ISO-hour), first 20 hex, "lead_" prefix. - email lowercased/trimmed so casing does not fork the id - formId keeps two different forms in the same hour from colliding - the hour bucket is only the server's fallback; the id computed here is sent to the relay verbatim, so the two paths cannot disagree even when a submit straddles an hour boundary Ads Manager's own sample omits event_id. We send it so the pixel event and the relay event collapse into one conversion instead of counting twice. ------------------------------------------------------------------------ */ function buildEventId(email, formId) { var seed = [ String(email || "").trim().toLowerCase(), String(formId || ""), new Date().toISOString().slice(0, 13) ].join("|"); return crypto.subtle.digest("SHA-256", new TextEncoder().encode(seed)).then(function (buf) { var hex = Array.prototype.map.call(new Uint8Array(buf), function (b) { return b.toString(16).padStart(2, "0"); }).join(""); return "lead_" + hex.slice(0, 20); }); } /* Guards a re-fire from the history.pushState that book-a-demo-core.js runs after submit, and from back-navigation onto the same state. */ function firedOnce(id) { try { if (sessionStorage.getItem("oaiq_" + id)) return true; sessionStorage.setItem("oaiq_" + id, "1"); return false; } catch (e) { return false; /* private mode / blocked storage: fire rather than lose it */ } } /* Path 2. keepalive lets the request finish even if the page navigates away. Failures are swallowed deliberately: a reporting call must never surface an error to someone who just submitted a form. The relay hashes the email server-side into user.emails_sha256 and adds the caller's IP and user agent, so this event carries the same match signals the pixel gets for free. */ function sendToRelay(email, formId, eventType, eventId) { try { var payload = { token: RELAY_TOKEN, email: email, form_id: formId || "", event_type: eventType, event_id: eventId, /* verbatim, so both paths always match */ source_url: location.href }; var oppref = getOppref(); if (oppref) payload.oppref = oppref; var externalId = getExternalId(); if (externalId) payload.external_id = externalId; fetch(RELAY_URL, { method: "POST", keepalive: true, headers: { "Content-Type": "application/json" }, body: JSON.stringify(payload) }).catch(function () {}); } catch (e) {} } /* Capture the email while the form is still on the page. onFormSubmitted does not reliably carry submissionValues, and by then the form may be removed. */ var lastEmail = ""; document.addEventListener("submit", function (e) { var f = e.target; if (!f || !f.querySelector) return; var i = f.querySelector('input[name="email"], input[type="email"]'); if (i && i.value) lastEmail = i.value; }, true); /* Every HubSpot form on the site reports through this one message event, so no module or theme JS needs editing to add coverage. */ window.addEventListener("message", function (e) { var d = e.data; if (!d || d.type !== "hsFormCallback" || d.eventName !== "onFormSubmitted") return; var email = (d.data && d.data.submissionValues && d.data.submissionValues.email) || lastEmail; if (!email) return; /* without an email there is no stable id to dedupe on */ var eventType = EVENT_BY_FORM[d.id] || EVENT_DEFAULT; buildEventId(email, d.id).then(function (id) { if (firedOnce(id)) return; oaiq("measure", eventType, { type: DATA_TYPE }, { event_id: id }); /* path 1 */ sendToRelay(email, d.id, eventType, id); /* path 2 */ }); }); })();

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Cart to Confirmation: The Checkout Journey

Cart to Confirmation: The Checkout Journey

Rohan Ganguly
By Rohan Ganguly

Ready to ship smarter? Talk to our logistics experts.

Trusted by 600+ brands

In this blog

    Article Contributed by Shopflo

    The checkout stage is when a customer’s intention to buy a product is at its peak in their shopping journey. It is when your lead is ready to convert into a paying customer. Losing them here isn’t just a missed opportunity and a direct hit to your revenue.

    Crafting the perfect checkout experience is about strategy and not design alone. Like any masterpiece, it requires careful thought, tons of experimentation, and the ability to extract meaningful insights that drive impactful changes.

    In this article, we break down why checkout is the most valuable real estate for online brands and how it directly influences key revenue metrics.

    Rethinking Checkout for D2C Brands

    Our approach is simple: We help merchants optimize their most revenue-driving metrics including conversion rate, average order value (AOV), and lifetime value (LTV). These metrics are deeply influenced by three core pillars: Friction, Intent, and Trust. 

    A Growth Engine for Your Brand

    Brands invest heavily in growing revenue, increasing AOV, and improving LTV through:

     

    • Targeted sales campaigns
    • Expanding product lines
    • Loyalty and rewards programs

    However, most existing tools lack the flexibility to enable continuous experimentation and iteration, the key ingredients in any growth strategy. Running experiments, analyzing outcomes, and optimizing based on insights is where many D2C brands struggle.

    Ultimately, everything converges at checkout. That’s why is building a checkout-first SaaS platform that empowers brands to:

     

    • Customize the experience
    • Experiment with strategies
    • Analyze results

    And the cycle continues until you , one that is seamless, intuitive, and built on trust.

    The Three Golden Rules of Checkout Optimization

    When shaping your checkout experience, keep these three factors in mind:

    Three Golden Rules
    1. Friction: Most customers abandon their cart due to a long checkout process. By simplifying it, you can create a smoother path to purchase that can make customers eager to buy.

    2. Intent: Even with some friction in the process, incentives like discounts, freebies, and limited-time offers can make a big difference in boosting conversions. In the Indian e-commerce market, buyers are highly motivated by these kinds of deals.

    3. Trust: Building trust is paramount. Customers need to feel confident about payment security, delivery timelines, and brand reliability before they complete a transaction.

    Breaking Down the Checkout Trifecta

    1. Friction: Reducing Barriers to Purchase

    Returning customers expect a personalized experience. Just as you stick with your trusted local grocer, familiarity matters in online shopping too.

     

    • One-click OTP logins ensure repeat shoppers never re-enter details.
    • A smart address form (instead of overwhelming input fields) reduces drop-offs. Our merchants have seen up to a 20% improvement in address page conversions.
    • Network effects allow brands to benefit from a shared D2C user database for faster, smoother checkouts.

    2. Intent: Turning Browsers into Buyers

    Incentivization plays a crucial role in converting high-intent shoppers. Offers and discounts should seamlessly integrate into the checkout flow, not disrupt it. For more guidance on optimizing this process, you can check the help center.

     

    • Flo’s Discount Engine enables smarter, more targeted promotions.
    • A/B testing on discounts helps brands identify what resonates best with different customer segments.
    • Advanced discounting tools support tiered offers and automatic freebie additions.
    • Deep discounting features help brands optimize ROI through stacking mechanisms.
    • Real-time coupon application means users always see available discounts without manual trial and error.

    3. Trust: Building Confidence at Checkout

    In an era of quick commerce, one-day deliveries, and easy returns, transparency is non-negotiable. The right messaging at every stage of checkout fosters confidence in your brand.

     

    • Custom checkout banners guide shoppers with relevant messaging at each step.
    • Estimated delivery transparency ensures customers see exact timelines based on their Pincode.
    • Eliminating information gaps removes uncertainty, boosting trust in the brand.

    The Future of Checkout is Here

    D2C brands can no longer afford to treat checkout as an afterthought. It’s not just a transaction gateway, it’s an essential growth lever that impacts conversion, retention, and revenue.

    At Shopflo, we’re redefining the checkout experience—giving brands the power to customize, experiment, and optimize continuously. The goal? A frictionless, intent-driven, and trust-filled checkout that drives real business impact.

    Let’s build your ideal checkout, one that works as hard as you do.

     

    The Logistics Automation Platform for E-commerce

    Momentum Leader - G2 Users Most Likely To Recommend - G2 Best Results Mid-Market - G2
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"false" : "true"); }); }); banner.addEventListener("click", function (e) { if (!e.target || !e.target.closest) return; var btn = e.target.closest("[data-cpcb-action]"); if (!btn) return; var action = btn.getAttribute("data-cpcb-action"); if (action === "customise") { expand(); return; } if (action === "accept") { commit({ analytics: true, advertisement: true, functionality: true }, false); return; } if (action === "reject") { commit({ analytics: false, advertisement: false, functionality: false }, true); return; } if (action === "save") { commit(fromToggles(), true); return; } }); var existing = stored(); if (existing) { apply(existing, false); paint(existing); collapse(); } else if (!inScope(banner)) { // Out of the consent-required region: implied consent, banner never shown. commitSilently(); } else { collapse(); show(); } function commitSilently() { var all = { analytics: true, advertisement: true, functionality: true }; writeCookie(COOKIE, JSON.stringify({ analytics: true, advertisement: true, functionality: true, v: 1, ts: Date.now(), implied: true }), days); apply(all, false); } // Public re-open hook for a footer "Cookie settings" link. window.cpCookieBanner = window.cpCookieBanner || {}; window.cpCookieBanner.open = function () { var s = stored() || { analytics: false, advertisement: false, functionality: false }; paint(s); expand(); show(); }; } function boot() { var banners = document.querySelectorAll("[data-cpcb]"); if (!banners.length) return; init(banners[0]); document.addEventListener("click", function (e) { if (!e.target || !e.target.closest) return; var trigger = e.target.closest("[data-cp-cookie-settings]"); if (!trigger) return; e.preventDefault(); if (window.cpCookieBanner && window.cpCookieBanner.open) window.cpCookieBanner.open(); }); } if (document.readyState === "loading") { document.addEventListener("DOMContentLoaded", boot); } else { boot(); } })();