Jul 2, 2026 · by Garry Tan · View source

Goals from Loops

Measure whether a campaign drove the desired outcome

Goals from Loops

Editorial analysis

Why Every Cross-Border Seller Should Stop Measuring Open Rates and Start Measuring What Actually Moves Inventory

If you run a DTC brand, you’ve felt this: you send a beautifully crafted abandoned-cart sequence, open rates hit 50%, and yet your cart recovery rate barely budges. You blame the product, the price, maybe the copy. But the real culprit is that you’re measuring the wrong thing. Email platforms have trained us to celebrate opens and clicks as proxies for success — but those numbers have almost no correlation with actual purchases, especially in cross-border commerce where time zones, payment friction, and delivery expectations muddy the signal. That’s why the recent launch of Goals by Loops — a feature that lets you attach a real conversion target to every campaign — caught my attention. Loops is a young email platform built for SaaS, but the problem it solves is universal. And for marketplace sellers juggling Shopify stores, Amazon FBA accounts, and TikTok Shop channels, this kind of outcome-based thinking is long overdue.


What Loops Goals Actually Solves for an E-Commerce Operation

Most email marketing tools — whether you’re using Mailchimp, Klaviyo, or Amazon SES — give you a dashboard full of vanity metrics. Open rate. Click rate. Maybe bounce rate. Then they expect you to connect the dots to revenue manually or through expensive attribution plugins. Loops’ Goals turns that on its head. You define a conversion state — “purchased first product,” “booked demo,” “reactivated after 90 days” — and attach it to a specific campaign. Then Loops automatically tracks impressions, enrollments, and conversions within a configurable attribution window.

For a cross-border seller, this is gold. Imagine you’re running a win-back campaign for lapsed customers on your Shopify store. You send an email offering 15% off. With Loops Goals, you can measure exactly how many of those recipients came back and bought something within 14 days — not just how many clicked the link. That’s the difference between knowing a campaign “worked” and knowing it generated incremental revenue. And because the attribution window is per goal — not a single global setting — you can match it to your actual purchase cycle, which may be longer for international customers waiting for shipping.

The feature also lets you set custom conversion states based on your existing contact properties. For a DTC brand, that means you can track “first purchase,” “repeat purchase,” “subscription activated,” or even “referred a friend.” In the Product Hunt thread, Loops co-founder Chris Frantz confirmed that teams can use their own contact properties to define goals — no hard-coded lists. This flexibility is key because no two e-commerce businesses have the same conversion funnel.

Why Amazon Sellers Should Care More Than Shopify Ones

Amazon sellers operate inside a walled garden. You can’t send email campaigns directly from Seller Central to your buyers — Amazon owns that relationship. So any email strategy for an Amazon brand owner happens off-Amazon: building a list via inserts, social, or QR codes, then sending them to a Shopify or custom storefront. That’s where Loops Goals becomes relevant. You can use it to measure how many of those off-Amazon email recipients eventually convert on your brand site — and then use that data to optimize your Amazon ad spend or product listing copy. Meanwhile, Shopify sellers have native email options like Shopify Email (basic) or third-party apps like Klaviyo, but those tools still default to open/click reporting. Loops is forcing a shift toward outcome-based metrics that should already be standard in e-commerce.

Where the Math Breaks: Attribution Confounds and Overlap

No single email is ever the sole cause of a purchase. A customer might receive a welcome sequence, a browse abandonment email, and a retargeting ad before finally buying. Loops Goals attaches each campaign to its own conversion target, but as Frantz acknowledges in the thread: “as with any attribution tool there can be confounding factors.” If a customer clicks a campaign but buys via a different channel or after seeing a different email, which campaign gets the credit? Loops doesn’t currently offer multi-touch attribution or account-level tracking — something a commenter Andika Fadhilah raised about user-level vs. account-level events. Frantz replied that company-level tracking is on the roadmap, but for now, Goals is a first-touch or last-touch proxy at best. That’s fine for small-scale tests, but if you’re running complex lifecycle sequences across multiple marketplaces, you’ll still need a separate analytics stack.


How Loops Differs from the Incumbents You’re Probably Using

The e-commerce email space is dominated by Klaviyo (the gold standard for DTC), Mailchimp (good for beginners, terrible for segmentation), Postmark (transactional only), and Resend (developer-friendly but limited). Loops sits somewhere between Resend and Klaviyo — it’s developer-friendly with a clean API, but also offers a polished UI for non-technical marketers. The reviews on Product Hunt consistently highlight “simplicity,” “fast setup,” and “developer friendly” as top pros. One reviewer Oliver Sauter said he ditched five tools for Loops, citing a decent editor UX and the ability to handle both outreach and transactionals in one place.

That bundling is important for cross-border sellers. Many brands run separate tools for transactional emails (order confirmations, shipping updates) and marketing emails (promotions, newsletters). Loops combines both, which reduces integration overhead. And because it’s built for SaaS, its pricing model is usage-based and tends to be competitive at scale — though Frantz declined to give exact comparisons when asked about Mailchimp or Postmark pricing.

The Missing Piece: No Native E-Commerce Integrations

Here’s where the shoe drops. Loops’ DNA is SaaS — user onboarding trials, feature adoption, account upgrades. Its integrations lean toward tools like n8n, Airtable, and webhooks. There’s no native Shopify or WooCommerce connector, no Amazon marketplace API, no TikTok Shop sync. The reviewer Seán McCarthy noted he uses Loops primarily for transactional emails and connects via n8n. For a non-technical seller, that’s a friction point. You can work around it with custom webhooks or Zapier, but that adds cost and complexity. Meanwhile, Klaviyo has deep e-commerce integrations out of the box — product sync, order history, revenue tracking. Loops is catching up, but it’s not there yet.

What Cross-Border Sellers Can Borrow from Loops’ Approach

Even if you don’t switch tools, the mindset behind Goals is worth adopting. Stop optimizing for opens. Start defining what a “win” looks like for every email you send — first purchase, repeat purchase, review submission, or whatever matters to your P&L. Then set a specific attribution window (e.g., 7 days for a flash sale, 30 days for a brand-awareness campaign) and measure only that. Most email platforms let you tag links with UTM parameters and then pull data into Google Analytics or Triple Whale to see downstream conversions. You can replicate Loops’ approach manually. But if you value developer time and want the automation built in, Loops might be worth a pilot — as long as you’re comfortable with a little custom integration.


Where Loops Falls Short for E-Commerce Sellers

The biggest red flag from the Product Hunt comments is the focus on SaaS companies as a limitation. The reviewer Zachary Parker described being denied enterprise deployment because his B2B logistics platform was mistakenly flagged as a “restricted industry.” That’s a symptom of a company that hasn’t thought deeply about e-commerce use cases. If you run a fulfillment service or a freight claims SaaS (which many cross-border sellers do on the side), you might hit the same wall.

Additionally, the account-level tracking gap is a dealbreaker for any brand that sells to businesses or has multi-user accounts. If you’re a DTC brand selling to individual consumers, user-level tracking is fine. But if you have a wholesale division or subscription boxes managed by a team, you’ll need to wait for the roadmap.

The analytics are still basic compared to Klaviyo’s revenue attribution dashboards. Loops offers tracking of impressions, enrollments, and conversions, but you can’t yet segment by cohort, compare campaign attribution overlaps, or generate lifetime value reports — all things cross-border sellers need when optimizing for CAC payback period across different marketplaces.

The Pricing Trap: Not Disclosed for Scale

When asked about pricing at higher volumes, Frantz only said “we tend to be competitive.” That non-answer suggests Loops hasn’t published transparent enterprise tiers. For a seller sending 500,000 emails a month, you’ll need to negotiate individually. That’s fine if you’re a startup, but Amazon FBA operators and established DTC brands usually prefer predictable pricing (Klaviyo’s tiered per-contact model, for instance). If Loops plans to go after e-commerce, they need a clear calculator on the website.


What I’d Watch / Test Next

If you’re a cross-border seller who’s tired of open-rate theater, here’s what I’d do this week:

  1. Test Loops on a small segment — maybe your transactional emails for a single Shopify store. Use their developer-friendly API (via n8n or webhooks) to sync order data and set up a Goal for “first purchase within 7 days of welcome email.” See if the attribution numbers align with your actual Shopify funnel.
  2. Compare against Klaviyo’s revenue attribution — run a parallel B-test: send half your abandoned-cart flow through Loops and half through Klaviyo, then measure actual conversion rates. If Loops’ simpler tracking gives you actionable insights faster, you might consider a full migration — if you can stomach the integration work.
  3. Watch for the company-level tracking roadmap. Follow Chris Frantz on Product Hunt and check back in Q2 2025. If they ship account-level attribution, Loops becomes a viable option for DTC brands with wholesale or multi-user orders.

The e-commerce email stack is ossified. Klaviyo is great but expensive at scale; Mailchimp is dying; Postmark is too narrow. Loops has the right philosophy — outcome over vanity — but it needs to build e-commerce-native rails to be a serious contender. Until then, borrow the mindset, not the tool.

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