Ela Lane × Tanvir Growth — Live Case Study

Week 2 of 10 · Live engagement · Updated May 5, 2026

This is a live engagement case study. Numbers below reflect baseline state, audit activity, and shipping work — not results. Results post weekly through June 30, 2026, alongside The Retention Memo.

At a glance (key/value table)

KeyValue
ClientEla Lane — GOTS-certified organic cotton bedding, handcrafted in Portugal
Engagement windowApril 22 – June 30, 2026 (10 weeks)
StatusWeek 2 of 10 — flows shipping from draft to live this week
StackShopify · Klaviyo (account MUkBPU) · Alia popup · Yotpo reviews · Awin
Done so farFull GA4 + Klaviyo audit (38 findings) · Lane design system v0.1 in Figma · 10-week prescription roadmap
Shipping this weekWelcome Series rebuild live · Abandoned Checkout 3-email live · popup restyle · UTM standard · first newsletter pattern adapted
Reporting cadenceUpdated every Tuesday at 9am ET — May 12, 19, 26 · Jun 2, 9, 16, 23, 30 (final)

The brief

Ela Lane is a premium bedding brand: GOTS-certified organic cotton, woven and finished by hand in Portugal, sold direct on Shopify with a 60-night risk-free trial and free shipping and returns. The product is genuinely best-in-class. The retention program around it was not.

When Tanvir Growth started on April 22, 2026, the Klaviyo account MUkBPU had been campaign-dark for roughly 18 months — the last campaign send was October 15, 2024. One Welcome Series flow was live but was reaching only 9 recipients in the prior 30 days. Four other flows (Abandoned Checkout, Abandoned Cart, Browse Abandonment, SMS Welcome) sat in draft. Email-attributable revenue was $0.

The brief was simple: rebuild the email program from the foundation up, on a transparent 10-week timeline, with the work documented publicly.

Success at week 10 is defined as: a complete Lane design system in Figma; a live, instrumented core flow set (Welcome, Abandoned Checkout, Browse, Cart, Post-Purchase, Review Request); a working campaign cadence with UTM-tracked attribution; and a 30-day window of clean, comparable Klaviyo data on which to set durable targets.

The baseline — April 22, 2026

Klaviyo state — verified live May 5, 2026

FlowStatusCreatedNotes
Welcome Series — ela lanelive2026-02-27Pre-engagement build, untouched since
Abandoned Checkout — ela lanedraft2026-03-02Drafted before engagement
Abandoned Cart — ela lanedraft2026-03-04Drafted before engagement
Browse Abandonment — ela lanedraft2026-03-04Drafted before engagement
SMS Welcome — ela lanedraft2026-03-01Drafted before engagement
  • Welcome Series performance, Apr 22 – May 5 (13-day work window): 10 recipients, 9 delivered, 5 opens (55.6%), 3 clicks (33.3%), 0 conversions, $0 revenue.
  • Campaigns sent in the last 30 days: 0. Last campaign send: October 15, 2024.
  • Lists: Newsletter (215), Ramp up (384), ela lane Email List (422), ela lane SMS List (6).

Site state — GA4 property 305106994, 30-day window

MetricValueNote
Site conversion rate0.23%4 orders / 1,749 sessions; DTC bedding benchmark is 1.5–2.5%
Mobile share of sessions12%Industry benchmark 60–70%; bot traffic suppressing the real figure
Direct / unattributed traffic79%UTM hygiene broken — channels invisible
Klaviyo-attributed sessions1Email links un-tagged, bucketed as Direct
begin_checkout → add_shipping_info22 → 1 events~95% leak; instrumentation gap or UX failure
Popup conversion (Alia)~0.01%27K views, ~3 completed signups

The five diagnoses that mattered most

  1. The checkout funnel is unmeasurable. A 22 → 1 drop between begin_checkout and add_shipping_info means we cannot diagnose the funnel until instrumentation is repaired. Highest-priority fix.
  2. Attribution is blind. 79% of traffic is “Direct / (none)”; 3 of 4 purchases land on (not set) pages. Channel ROI cannot be computed today.
  3. The Welcome Series trigger is misfiring. A 422-member list reached 9 humans in 30 days. The flow runs, but the entry condition is broken.
  4. The popup is leaking 99%+ of traffic. 27K views, ~3 signups — a meaningful lever sitting idle.
  5. There is no design system. Every email today is built from scratch. Speed and consistency both suffer.

The diagnostic phase — Week 1 (Apr 22-28)

System-first thinking: fix what you can measure before adding sends. Five workstreams ran in parallel during week 1.

  • GA4 deep dive. A 38-finding CRO audit covering measurement, traffic quality, homepage, collection pages, PDP, cart, navigation, search, content/SEO, geo/shipping, and performance. P0 items isolated and stack-ranked.

  • Klaviyo baseline pull. Live API extraction of flows, lists, segments, and 30-day flow performance — the raw data behind the table above.
  • Popup funnel inspection. Step-by-step audit of the Alia popup’s four states; drop-off points logged for redesign.
  • Email design audit. Review of existing Welcome Series creative against the Ela Lane brand bar — Playfair Display headlines, Lora body, sage/forest/cream palette — and gaps catalogued.
  • CRO walkthrough. Homepage, top PDP, cart, and checkout reviewed visually; trust signals, social proof placement, and mobile experience scored.

The output of week 1 is the diagnostic foundation. Every shipping decision in weeks 2-10 traces back to a numbered finding from this audit.

The 10-week roadmap

WeekDatesFocusDeliverableStatus
1Apr 22-28Audit + design system v0.138-finding CRO audit · Klaviyo baseline · Lane Figma file (6 colors / 10 type styles / 7 components)DONE
2Apr 29-May 5Flow rebuild + popup restyleWelcome Series rebuilt in draft · AC 3-email built · popup restyle drafted · UTM standard documentedDONE
3May 6-12Flows go liveWelcome Series live · Abandoned Checkout live · UTM deployed · first campaign sentSHIPPING
4May 13-19Browse + Cart flowsBrowse Abandonment live · Abandoned Cart live · second campaign sentPLANNED
5May 20-26Post-purchase + ReviewPost-Purchase Thank You live · Review Request live · third campaign sentPLANNED
6May 27-Jun 2Segmentation + WinbackVIP, At-Risk, Engaged Non-Buyers segments · Winback 60/90/120 series livePLANNED
7Jun 3-9SMS Welcome +
Alia
SMS Welcome live · full Alia popup rebuild deployedPLANNED
8Jun 10-16Campaign cadenceTwo-per-week campaign rhythm in production · Yotpo review module wiredPLANNED
9Jun 17-23OptimizationFirst A/B tests · subject line, hero, and CTA experiments livePLANNED
10Jun 24-30Final report60-day results · attribution-clean revenue read · documented playbook · client handoffFINAL

Status pills use four states: Done, Shipping, Planned, Final — see §6.

The Lane design system

Custom email design system built in Figma during week 1 — the foundation that makes every future email cheaper to ship.

Color tokens (6): Sage, Forest, Cream, White, Stone, Linen.

Sage

#B1B49E

Forest

#0D2601

Cream

#F5F4EE

White

#FFFFFF

Stone

#8A8D7A

Linen

#E8E6DC

Type styles (10): H1/Hero · H2/Section · H3/Subsection · Body/Large · Body/Default · Body/Small · CTA/Button · Footer/Text · Eyebrow · Brand/Wordmark. Playfair Display for display, Lora for body, with email-safe Georgia fallback.

Components started (7): Header · Hero · Trust Bar · CTA Button · Text Block · Product Card · Review · Footer.

Spacing scale: 4 · 8 · 12 · 16 · 24 · 32 · 48 · 64 · 80.

Canvas standards: 600px email width, 560px content, 2× image exports, mobile-first review.

Figma file: Ela Lane — Email Design System.

The point of the system is not aesthetics — it is unit cost. Every component shipped now reduces the time to build every future email. By week 10 the marginal cost of a new campaign should be hours, not days.

What's shipping this week (May 5-10)

  • Welcome Series rebuild going live — five emails, on-brand, with the corrected entry trigger so the 422-member list actually reaches the flow.
  • Abandoned Checkout 3-email going live — AC1 at 1 hour (no discount, trust-first), AC2 at 24 hours (60-night trial + GOTS), AC3 at 48 hours (15% off, single quiet line).
  • Alia popup restyle — four steps re-skinned to the Lane palette and type, drop-off hypotheses logged for the week 7 full rebuild.
  • UTM standard deployed across every flow link and campaign — utm_source, utm_medium, utm_campaign on every outbound link, documented in a shared sheet.
  • First campaign send — adapting the Tuesday-9am-ET pattern from The Retention Memo to a Lane-voiced editorial send. No discount, single CTA.

Reporting cadence

This case study updates every Tuesday at 9am ET, alongside The Retention Memo.

  • May 12 — Week 3: Welcome Series and Abandoned Checkout live; first attribution-clean numbers.
  • May 19 — Week 4: Browse + Cart flows.
  • May 26 — Week 5: Post-purchase + review request.
  • Jun 2 — Week 6: Segmentation + Winback.
  • Jun 9 — Week 7: SMS + Alia rebuild.
  • Jun 16 — Week 8: Campaign cadence.
  • Jun 23 — Week 9: Optimization read.
  • Jun 30 — Week 10: Final report and 60-day numbers.

The transparency is the differentiator. Most agency case studies are written at the end, when the numbers are flattering. This one is written from week 2, with the baseline visible and the work in progress.

About Tanvir Growth

Tanvir Growth is a solo-operator agency built around one job: rebuilding email and SMS lifecycle programs for DTC eCommerce founders on Shopify and Klaviyo.

  • Founder: Tanvir Chowdhury (Toronto).
  • Silent equity partner: Joakim Walstam (30%).
  • ICP: DTC eCommerce founders on Shopify + Klaviyo, $500K–$10M, premium positioning, retention-led.
  • Pricing: $750 / $1,000 / $1,500 monthly retainers.
  • Newsletter: The Retention Memo — Tuesdays at 9am ET.
  • Site: tanvirgrowth.com.

This case study is updated every Tuesday at 9am ET alongside The Retention Memo. Subscribe to follow along: tanvirgrowth.com.

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