55%

Of total email revenue from flows

99.5%+

Average delivery rate

5.4×

Higher performance from VIP campaigns

Rareform

rareform.com

Partners

Klaviyo®
Shopify Plus®

Industry

Apparel

Services

Email Marketing CRM Management

Partners

Klaviyo®
Shopify Plus®

How Email Attribution Climbed 300% in Five Months for a Brand That Makes 80% of Its Revenue in Q4

  • Email attribution increased from under 15% to over 20% (33% lift)
  • Flows generated 55% of email revenue, converting at 3.34% for abandoned checkout
  • Browse abandonment conversion increased 45% with strategic follow-up sequences
  • 99.5%+ delivery rate sustained across 90+ campaigns
  • VIP-targeted campaigns performed 5.4x better than broad sends
  • Open rates sustained at 52-60% throughout the partnership

01

Challenge

Challenge

You make most of your revenue in October through December. Everyone wants what you sell during those months. Then January hits, and the traffic drops by 60%. Your ads still work, but the volume isn't there. Your flows are still converting, but there aren't enough people entering them.

This is what seasonal ecommerce looks like when you sell bags and accessories. Fourth quarter is everything. The rest of the year is about staying visible, building the list, and keeping costs low enough that you're still profitable when October finally arrives.

Rareform faced this reality with an additional constraint: each product is literally one-of-a-kind. They upcycle billboard vinyl into bags, which means every Hudson Tote is unique, every Weekender Duffle has different graphics, and inventory management is fundamentally different from standard ecommerce. You can't just reorder the bestseller. When a style sells out, it's gone until the next batch of billboards gets processed.

The email program before onboarding was functional but generic. Standard flows. Broad campaign sends. No segmentation by purchase history or engagement level. No strategic approach to the compressed selling window. Email attribution sat below 15%. The program was doing its job, but it wasn't built for a business where four months determine the entire year.

02

Strategy

Strategy

The program needed to work harder during the peak season and smarter during the off-season. That meant rebuilding flows to capture more revenue per visitor, segmenting campaigns by buyer behavior and engagement, and treating VIP customers like the revenue drivers they actually are.

Flows Became Revenue Recovery Systems

Abandoned checkout converted at 3.34% and recovered significant revenue in five months. That's 243 purchases from people who made it to checkout but didn't complete. Cart abandonment added substantial additional revenue with a 1.94% conversion rate.

Browse abandonment did something more interesting: it turned window shoppers into buyers. Someone browses a Weekender Duffle but doesn't add to cart. Forty-five percent open the follow-up email. Thirty seconds of attention becomes a $107 average order. Browse abandonment drove over 500 conversions—all from people who initially just looked.

Welcome flows split into two tracks: one for sales periods, one for full-price. The sales version converted at 0.75%. Ten days instead of thirty because when someone signs up during a sale, you don't have a month to nurture them.

Flows ended up attributing 55% of total email revenue. Not because campaigns underperformed, but because the program got better at capturing people who showed intent but didn't convert immediately.

Campaigns Shifted to Buyer Segmentation

Broad sends to the entire list became the exception instead of the rule. VIP customers got plain-text emails about limited restocks before anyone else saw them. Hudson Tote restock to engaged VIPs performed strongly. Weekender Duffle preview to past buyers converted at above-average rates. Prime Day BOGO to VIP segments outperformed mass sends by 5x.

The pattern was consistent: targeted campaigns to buyer segments performed 2-3x better than broad sends. Revenue per recipient for VIP campaigns averaged 5.4x compared to mass sends. Same creative work. Same email platform. Different audience, different results.

Engagement tiers got layered in: 90-day active, 180-day, 365-day, 730-day. Someone who hasn't opened in two years doesn't get the same frequency as someone who opened last week. List hygiene improved. Deliverability held at 99.5% across 90+ campaigns.

Restocks Got Urgency and Exclusivity

When you're selling one-of-a-kind products made from upcycled billboards, restocks matter differently. Hudson Totes come back in batches of 200-300 units. Weekender Duffles might be 150 pieces. When they're gone,

they're actually gone.Restock campaigns became exclusivity plays. VIPs got plain-text emails 24-48 hours before the general announcement. "Limited quantity," "brought this back for you," "OG customer" language. These targeted restock campaigns consistently outperformed broad product announcements by 3-4x.

The formula worked because it matched the business reality. When inventory is actually limited and products are genuinely unique, urgency isn't manufactured—it's structural.

Results

Revenue Performance

  • Email attribution increased 33% (from under 15% to over 20%)
  • Flows generated 55% of total email revenue
  • Campaigns contributed 45% of email revenue
  • Average order value held at $97-$105 throughout partnership


Flow Performance

  • Abandoned checkout: 3.34% conversion rate, 243 recovered purchases
  • Browse abandonment: 514 conversions, 45.1% open rate, $107 AOV
  • Abandoned cart: 1.94% conversion rate, $94 AOV
  • Welcome flows: 612 total conversions across both tracks
  • Post-purchase flow engagement up 1,500% due to increased sales volume

Campaign Performance

  • 90+ campaigns sent across five months
  • VIP campaigns performed 5.4x better than mass sends
  • Restock campaigns: 3-4x better performance than broad announcements
  • Buyer-segmented sends: 2-3x better results than broad campaigns
  • Open rates sustained at 52-60% throughout partnership

Deliverability and List Health

  • 99.5%+ delivery rate across all campaigns
  • Bounce rate: 0.2-0.5% (well below 1% industry standard)
  • Unsubscribe rate: 0.3-0.5% (within healthy range)
  • Spam complaint rate decreasing throughout partnership

Deliverability and List Health

  • July 2025 revenue up 40% versus previous monthly average
  • More new customers acquired in July than any month since 2023
  • Successfully navigated inventory challenges due to increased demand
  • VIP segmentation established as repeatable revenue driver
  • Foundation built for sustained growth into 2026

When your business is seasonal and your products are one-of-a-kind, your email program can't be built like you have endless inventory and twelve months to convert. Rareform had four months to do most of the year's revenue.

The program got rebuilt to match that reality: flows that recovered more revenue per visitor, campaigns that treated VIPs like VIPs, and segmentation that recognized different customers need different approaches. Email attribution increased 33% in five months because the strategy recognized what the business actually needed.

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