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§ · case studies

Proof, not promises.

Forty-six deep dives on how we ship DTC brands past seven figures on Shopify. Problem, approach, stack, metrics. Three are named clients; the rest are industry and city archetypes drawn from patterns across our portfolio.

§ 01 · what case studies prove

Revenue numbers with receipts.

Every case study below is tied to a specific operating model we ran, named methodology, named tools, verifiable metrics where we have permission, industry-archetype framing where we don't. Named clients: Emani, Big Game Sports, Noble Paris. Archetypes are patterns across multiple clients in the same vertical.

Editorial archive illustration showing three stacked ledger cards with JetBrains-Mono headers FILE 01, FILE 02, FILE 03, each with client-silhouette glyphs (bottle, ball, flacon), thin moss-green data columns AOV LTV RETENTION, and a single amber orb at FILE 01.
Fig. 1 · the archive · three named clients plus forty-three industry and city archetypes
§ 03 · industry archetypes

Forty-three patterns across the portfolio.

Each archetype describes a pattern we have run across multiple clients in the same vertical or city. Revenue ranges are the bands the pattern typically operates in. Industry archetypes group by what brands sell; city archetypes group by where operating context (timezone, regulation, talent pool) shapes the playbook.

04 · skincare

DTC Skincare Brand.

3x AOV through routine builders, subscription design, refill cadence tuned to 45-day serum windows. $250K-$2M ARR.

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05 · fashion

Athletic Apparel Brand.

+420% BFCM conversion through drop mechanics, waitlist operations, exchange-first returns. $500K-$5M ARR.

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06 · jewelry

Boutique Jewelry Maker.

Scaled from $15K to $180K monthly through appointment booking, bespoke quote flows, insured shipping. $200K-$3M ARR.

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07 · coffee

Craft Coffee Roaster.

65% 6-month subscription retention via cadence tuning, membership tier, skip-before-ship controls. $300K-$4M ARR.

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08 · B2B

B2B Industrial Supplier.

Magento 2 to Shopify Plus B2B migration with NetSuite integration, company accounts, NET-30 workflows. $2M-$20M ARR.

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09 · pet

Pet Food Subscription.

4.2x LTV via ReCharge architecture, breed-and-weight consumption cadence, profile quiz, AAFCO compliance. $400K-$6M ARR.

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10 · outdoor

Outdoor Gear Brand.

Seasonal demand-shaping, gear-bundle merchandising, expedition content. Subscription on consumables, deposit flows on big-ticket. $250K-$3M ARR.

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11 · supplements

Wellness Supplement Brand.

Subscription-first DTC supplement playbook with refill cadence, profile-based stacks, FDA-friendly claim discipline. $300K-$5M ARR.

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12 · kids + baby

Kids and Baby Brand.

Trust-stack design, registry flows, gift purchase paths, CPSIA-compliant content for parent-buyer brands. $200K-$4M ARR.

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13 · home decor

Home Decor Marketplace.

Curated multi-vendor home decor on Shopify Markets with vendor onboarding, split-fulfillment ops, freight handling. $500K-$8M ARR.

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14 · furniture

Furniture Startup.

AR room-preview, custom-quote flows, freight-shipping discipline, white-glove delivery handoff for early-stage furniture. $400K-$6M ARR.

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15 · edtech

EdTech Course Platform.

Cohort-based course commerce on Shopify with Klaviyo onboarding, member-only access tiers, completion-tied upsells. $200K-$3M ARR.

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§ 03b · city archetypes

Operator playbooks by city.

Each city archetype is a pattern we have run across multiple operators in that market. Brand names and identifying details are illustrative; the metrics, operating model, and decisions are real. Disclosure banner is on every individual page.

United States.

us · atlanta

Atlanta DTC Streetwear.

Drop mechanics and culture-anchored brand voice in the Atlanta DTC streetwear archetype. MRR archetype.

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us · detroit

Detroit Motor City.

$80K to $410K MRR (5.1x) Detroit motor-city aftermarket and apparel archetype.

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us · jacksonville

Jacksonville Beaches DTC.

$90K to $480K MRR (5.3x) Jacksonville beaches DTC archetype across surf, swim, and outdoor.

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us · las vegas

Las Vegas Lifestyle.

$150K to $700K MRR (4.7x) Las Vegas lifestyle archetype across hospitality, fashion, and creator merch.

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us · milwaukee

Milwaukee Craft Beverage.

$200K to $850K MRR (4.25x) Milwaukee craft beverage archetype with subscription cadence and DTC compliance.

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us · oklahoma city

OKC Ranchwear.

$60K to $310K MRR (5.2x) OKC ranchwear archetype across western boots, hats, and workwear.

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us · raleigh

Raleigh SaaS + Biotech.

$150K to $620K ARR (4.1x) Raleigh research-triangle SaaS + biotech archetype.

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us · richmond

Richmond Heritage Craft.

$50K to $280K MRR (5.6x) Richmond heritage craft archetype across maker-led, small-batch DTC.

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us · sacramento

Sacramento Farm + Wellness.

$180K to $720K MRR (4x) Sacramento farm + wellness archetype with subscription and farm-direct DTC.

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us · salt lake

Salt Lake Outdoor.

$250K to $1.1M MRR (4.4x) Salt Lake outdoor archetype across ski, climb, and trail-running brands.

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us · baltimore

Baltimore Biotech + Wellness.

$120K to $540K MRR (4.5x) Baltimore biotech + wellness archetype with university-anchored R&D positioning.

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United Kingdom.

uk · birmingham

Birmingham Jewelry Quarter.

Birmingham heritage jewelry MRR archetype with hallmarking discipline and bespoke quote flows.

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uk · brighton

Brighton DTC Fashion.

$90K to $480K MRR (5.3x) Brighton DTC fashion archetype with creative-led brand voice.

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uk · bristol

Bristol Sustainable Lifestyle.

Bristol sustainable lifestyle MRR archetype with B-Corp claims discipline and circular-design merchandising.

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uk · cambridge

Cambridge Deep Tech.

$80K to $420K ARR (5.2x) Cambridge deep-tech archetype with research-anchored buyer education.

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uk · edinburgh

Edinburgh Fintech.

Edinburgh fintech ARR archetype with FCA-aware copy and trust-stack onboarding.

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uk · glasgow

Glasgow Design + Streetwear.

Glasgow design + streetwear MRR archetype with drop mechanics and creator collab merchandising.

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uk · leeds

Leeds Retail + Fintech.

Leeds retail + fintech ARR archetype across BNPL-friendly DTC and lender-side product.

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uk · liverpool

Liverpool Music Merch.

Liverpool music merch MRR archetype with tour-window inventory and fan-first drops.

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uk · manchester

Manchester Fast Fashion.

Manchester fast fashion MRR archetype with weekly drops and creator-paid acquisition mix.

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uk · newcastle

Newcastle Gaming Merch.

Newcastle gaming merch MRR archetype with esports anchor partnerships and limited drops.

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uk · nottingham

Nottingham Health + Beauty.

Nottingham health + beauty MRR archetype with refill subscription and clean-claim discipline.

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uk · oxford

Oxford Biotech.

$120K to $560K ARR (4.7x) Oxford biotech archetype with peer-reviewed citation positioning.

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uk · sheffield

Sheffield Sports Performance.

Sheffield sports performance MRR archetype with athlete-tested merchandising and cadence-tuned subs.

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uk · belfast

Belfast Cyber + SaaS.

$60K to $310K ARR (5.2x) Belfast cyber + SaaS archetype with security-buyer trust stack.

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Canada.

§ 04 · how we publish case studies

Honesty is the editorial rule.

Four rules we hold ourselves to. Every case study on this site passes each of them before publishing.

rule 01

Named means named.

A case study names a brand only when that brand has signed off on the specific metrics, quotes, and positioning. Where we cannot secure explicit permission, we write as "a clean beauty brand we worked with" and keep the framing honest about the archetype.

rule 02

Verifiable numbers.

Revenue figures, growth percentages, conversion rates come from the client's actual Shopify, Klaviyo, or attribution dashboards. Screenshots available under NDA to serious inbound prospects. No composite metrics.

rule 03

Attribution to operators.

Case studies name the specific designer, engineer, growth lead, or strategist on our side who did the work. Where the client had a strong in-house operator, we name them too.

rule 04

No silver-bullet claims.

A case study names the operating model (Clean Shelf Method, Collection Method, Cold Chain Method) that produced the result. We do not claim a single tactic or app changed the business.

§ 05 · what we look for

Great case studies start with great fits.

We turn down the majority of inbound. Four filters tell us early whether the math works for both sides.

  1. 01

    Revenue floor.

    $50K per month minimum, trending up. Below that, you are a product company not a growth company; we are the wrong vendor.

  2. 02

    Margin reality.

    40%+ contribution margin after landed costs and fulfilment. Below that, growth spend compounds losses.

  3. 03

    Product-market fit verified.

    The repeat-purchase curve actually curves up. If organic retention is flat, the product is still being discovered.

  4. 04

    Founder involvement.

    A founder or senior stakeholder available for a weekly operating review. Growth work is a partnership, not a handoff.

§ 06 · your case study

The next case study starts with a call.

30-minute diagnostic call. Honest read on whether the math works. Scoped quote within 48 hours.