How much should you spend on a welcome bonus for a £50 average order value without killing margin
I often get asked by founders: “How much can we afford to give away in a welcome bonus when our average order value (AOV) is £50?” It’s a pragmatic question — one that sits at the intersection of psychology, unit economics and growth testing. I’ll walk through a simple framework I use...
Featured
How to prove a local partner rewards exchange will lift basket size by 10% using till data and three experiments
I was recently asked by a small retail chain if a proposed rewards exchange with a local partner...
Which microreward trigger lifts month-two retention most: push notifications, surprise credits or free samples
I ran a small experiment last year to answer a simple question: which microreward trigger moves the...
What parents should know about french schools
For many parents, sending a child to school in France can feel both exciting and unfamiliar. The...
Designing a downgrade-protection flow for subscription SMEs that reduces voluntary churn in month three
I often see the same problem when I audit subscription programmes for growing SMEs: customers make...
How to use till data plus email cadence to recover 40% of lapsed customers within 90 days
When I first started testing till (POS) data combined with targeted email cadences for recovering...
When to replace flat referral discounts with value-based credits: a rewrite that stops poaching best customers
I used to roll out the classic “£10 off for you and a friend” referral mechanic for all my...
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Loyalty Programs
Moving from NYC to Hudson Valley? Here's Why 845 Move Now Is the Right Call
The Hudson Valley Migration The Hudson Valley migration from New York City has accelerated in recent years. Families and individuals priced out of the five boroughs — or simply seeking more space, better schools, and a slower pace of life — are landing in communities...
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Customer Retention
How to set a break-even welcome offer for shopify checkout that protects margins and lifts month-one retention
I usually tell founders that the welcome offer is one of the highest-leverage levers in your acquisition and retention toolkit — but it’s also one of the easiest places to leak margin if it isn’t rooted in simple arithmetic. In this post I walk you through a pragmatic, step-by-step way to set...
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Loyalty Programs
When to move from punch-card offers to behaviour-based tiers: a practical checklist for indie retailers
I used to recommend punch-card offers as the first loyalty mechanic for almost every indie retailer I worked with. They’re simple, easy to explain on the shop floor, and cheap to run. But after a few iterations with different brands I learned the hard way that sticking with punch-cards too long...
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Data & Analytics
How to prove incremental revenue from a £5 voucher on shopify with two simple cohort tests
I recently ran a small experiment for a client who wanted to know whether handing out a £5 voucher on Shopify actually drove incremental revenue — not just shifted purchase timing. The ask was simple: prove the voucher delivers more revenue than it costs, and do it quickly with tools a typical...
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Loyalty Programs
How to calculate the exact reward ceiling for first-time shoppers so you don't erode margin
When I help SMEs design first-purchase incentives, the first question I always ask is: “How big can the reward be before it actually destroys margin?” It’s an important, simple-sounding question — and one that too many programs answer with gut instinct rather than a repeatable formula....
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Loyalty Programs
Which loyalty trigger lifts month-two retention most: welcome series, surprise credit or free shipping
I run experiments like this all the time for growing SMEs, because month-two retention is a sweet spot: it tells you whether a customer who converted in month one is becoming a repeat buyer or simply a one-off. I’ll walk you through the evidence I’ve seen and the experiments I recommend so you...
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Customer Retention
Turn product bundles into retention levers: a step-by-step playbook for indie ecommerce
I used to think bundles were primarily a conversion hack — a quick way to boost average order value (AOV) at checkout. After running multiple tests with small and mid-sized brands, I now treat bundles as one of the most underused retention levers for indie ecommerce. When designed with repeat...
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Customer Retention
How to use sms-triggered microrewards to stop second-purchase drop-off
I often see the same pattern when I audit loyalty and retention programmes for small and mid-sized brands: customers convert on their first purchase, then disappear. The second-purchase drop-off is one of the most common—and most solvable—leaks in the retention funnel. Recently, I’ve been...
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Loyalty Programs
Why your loyalty tiers are quietly alienating best customers and how to redesign them with rfm
I used to think tiers were the simplest, most obvious way to make a loyalty programme feel premium: name a few levels, set spend thresholds, slap on some benefits and call it a day. After years of building and auditing programmes for SMEs, I’ve learned that tiers often do the opposite of what...
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Data & Analytics
How to measure incremental revenue from gamified loyalty features on shopify without tracking hacks
When I work with SMEs to add gamified loyalty features on Shopify — streaks, progress bars, spin-to-win wheels, tiered badges — the question that always comes up next is: “How do we prove this is actually driving extra revenue?” Inevitably, people want a tidy answer that doesn’t rely on...
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