MRR trajectory
6.2x
£55K to £340K MRR in 18 months.
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§ · archetype · leeds retail-fintech
A Leeds retail-fintech brand · £55K → £340K MRR.
Industry archetype drawn from patterns across multiple Leeds retail-DTC + BNPL engagements. Representative metrics across 18 months: 6.2x MRR, CR +1.8 percentage points, BNPL attach 27%, M12 retention 54%.
Industry archetype · drawn from patterns across multiple Leeds retail-DTC engagements · brand identity composite
BNPL attach
27%
Share of orders using Klarna, Clearpay, Shop Pay BNPL.
conversion lift
+1.8pp
Checkout conversion uplift post-stack rebuild.
§ 01 · the brand archetype
An Asda-cohort retail-DTC on Yorkshire ground.
The archetype represents a slice of Leeds retail-DTC we ship into reliably: a mid-market consumer-goods operator at £55K MRR pre-engagement, sitting in the Asda-supplier or Bullring-cohort of brands selling into both retail and DTC, with Shopify Basic checkout, no formal BNPL stack despite a young, BNPL-comfortable buyer cohort, no checkout fraud detection layer, and conversion drag in the cart-to-checkout transition.
Three structural problems compounded the growth ceiling. The default Shopify checkout didn't merchandise BNPL tiers correctly — Klarna and Clearpay logos were buried below the fold, no “from £X / month” messaging on product pages, and Shop Pay wasn't enabled. Fraud chargeback was running at 0.4% — high enough that Shopify Payments was flagging the account. And the post-purchase flow didn't include a finance-trail email for BNPL-using buyers, leaving 30% of soft-fraud disputes unresolved.
§ 02 · the approach
12 weeks. Five workstreams. BNPL live.
Workstream 1 · Shopify Plus migration with checkout extensibility. Migration to Shopify Plus, checkout extensions for Klarna, Clearpay, Shop Pay merchandising, “from £X / month” messaging on product detail pages.
Workstream 2 · Fraud detection + chargeback recovery. Custom fraud-detection layer using Stripe Radar-style scoring, chargeback recovery automation, and a fraud-flag-review workflow for high-value orders. Chargeback rate dropped from 0.4% to under 0.1%.
Workstream 3 · Post-purchase finance flow. BNPL-using buyer post-purchase email sequence with installment confirmation, payment-schedule reminders, and dispute-prevention copy. Soft-fraud disputes dropped 67%.
Workstream 4 · Klaviyo flow architecture + cohort segmentation. Klaviyo flows segmented by BNPL-buyer vs full-pay-buyer cohort, post-purchase, browse-abandon, cart-abandon, and lapsed-cohort winback. Email revenue share moved from 12% to 31%.
Workstream 5 · Looker Studio dashboard. Looker Studio dashboard tying BNPL attach rate, fraud chargeback, and cohort-revenue together — the founder team gained checkout + finance visibility in one place.
§ 03 · tech stack named
Shopify Plus core. Checkout-fluent.
commerce
Shopify Plus + checkout extensibility
Plus core, custom checkout extensions, BNPL tier merchandising.
BNPL
Klarna + Clearpay + Shop Pay
Three BNPL tiers, “from £X / month” product page messaging.
fraud
Custom fraud layer
Risk scoring, chargeback recovery automation, review workflow.
email
Klaviyo
BNPL-aware flows, post-purchase finance sequence.
support
Gorgias
Gorgias with BNPL-dispute macros.
analytics
Looker Studio
BNPL + fraud + cohort dashboard, daily review.
§ 04 · cohort + 18-month detail
The numbers behind the headline.
| metric | pre | m6 | m18 |
|---|---|---|---|
| MRR | £55K | £148K | £340K |
| Conversion rate | 1.4% | 2.5% | 3.2% |
| BNPL attach | 3% | 17% | 27% |
| Fraud chargeback | 0.4% | 0.18% | 0.08% |
| Email rev share | 12% | 22% | 31% |
| M12 cohort retention | 23% | 42% | 54% |
Metrics representative of the archetype; specific brands range plus or minus 20 percent.
§ 05 · what this means for leeds brands
If your Leeds retail brand looks like this archetype.
The pattern this archetype represents (Leeds retail-DTC operator in the £40K to £150K MRR range, BNPL-comfortable buyer cohort, default Shopify Basic checkout, no fraud-detection layer) is one of our most-shipped Yorkshire engagement shapes. The 12-week timeline holds steady; metrics typically land within plus or minus 20 percent.
Five capabilities transfer directly. Shopify Plus migration with checkout extensibility. Fraud detection plus chargeback recovery layer. Post-purchase finance flow for BNPL-using buyers. Klaviyo BNPL-aware flow architecture. Looker Studio dashboard tying BNPL attach, fraud, and cohort revenue.
Every Leeds engagement starts with a 30-minute discovery call. Scope, timeline, and budget come back in writing within 48 hours.
§ 06 · book the leeds call