Case Studies

A step-by-step test to prove open-banking–powered cashback lifts basket size for independent retailers

I recently ran a pragmatic, repeatable test to answer a question I hear a lot from independent retailers: does open-banking–powered cashback actually increase average basket size? The short answer is yes — but only when the offer, timing and measurement are set up correctly. Below I share the...

Aug 06, 2026 • by Léa Moreau
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A step-by-step test to prove open-banking–powered cashback lifts basket size for independent retailers

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Why your referral reward is costing you best customers and how to redesign it with value-based credits
Loyalty Programs

Why your referral reward is costing you best customers and how to redesign it with value-based credits

I used to assume that any referral reward was better than no referral reward. After all, getting...

Jul 24 Read more...
How to use simple cohort-driven clv forecasting to set reward ceilings for seasonal promotions
Data & Analytics

How to use simple cohort-driven clv forecasting to set reward ceilings for seasonal promotions

Seasonal promotions are a huge opportunity — and a huge risk. Too generous, and you eat margin...

Jul 23 Read more...
A step-by-step playbook to turn abandoned carts into loyalty members using microrewards
Loyalty Programs

A step-by-step playbook to turn abandoned carts into loyalty members using microrewards

Abandoned carts aren’t just lost orders — they’re signals. Every time someone leaves a basket...

Jul 09 Read more...
How to run a 30-day retention lift test using till data and one email sequence
Customer Retention

How to run a 30-day retention lift test using till data and one email sequence

I run a lot of experiments for small retailers and hospitality brands, and one of the simplest...

Jul 08 Read more...
How to design a local partner rewards exchange that grows basket size by 12% without increasing marketing spend
Loyalty Programs

How to design a local partner rewards exchange that grows basket size by 12% without increasing marketing spend

I ran a pilot this spring with a neighbourhood café and an independent bookshop to test a local...

Jun 26 Read more...
When to replace points with prepaid credits: a decision test for subscription and one‑time purchase businesses
Loyalty Programs

When to replace points with prepaid credits: a decision test for subscription and one‑time purchase businesses

I’ve run and advised enough loyalty programmes to see the same debate pop up over and over:...

Jun 24 Read more...

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A step-by-step playbook to turn abandoned carts into loyalty members using microrewards Loyalty Programs

A step-by-step playbook to turn abandoned carts into loyalty members using microrewards

Abandoned carts aren’t just lost orders — they’re signals. Every time someone leaves a basket behind, they’re telling you there's interest, friction, or uncertainty. Over the last decade I’ve helped SMEs turn that signal into a growth loop by offering small, timely incentives that nudge...

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How to run a 30-day retention lift test using till data and one email sequence Customer Retention

How to run a 30-day retention lift test using till data and one email sequence

I run a lot of experiments for small retailers and hospitality brands, and one of the simplest high-value tests I keep coming back to is a 30-day retention lift test using till (POS) data and a single targeted email sequence. It’s low-cost, fast to implement, and — when designed correctly —...

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How to design a local partner rewards exchange that grows basket size by 12% without increasing marketing spend Loyalty Programs

How to design a local partner rewards exchange that grows basket size by 12% without increasing marketing spend

I ran a pilot this spring with a neighbourhood café and an independent bookshop to test a local partner rewards exchange. The goal was simple: increase average basket size for both businesses without raising marketing spend. Six weeks later we had a consistent +12% basket growth across...

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When to replace points with prepaid credits: a decision test for subscription and one‑time purchase businesses Loyalty Programs

When to replace points with prepaid credits: a decision test for subscription and one‑time purchase businesses

I’ve run and advised enough loyalty programmes to see the same debate pop up over and over: should you reward customers with points that convert into discounts, or give them prepaid credits (store credit, cash-like balances) they can spend directly? The right choice isn’t ideological—it’s...

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How to calculate the exact welcome bonus for a £250 average order value so it pays back within three purchases Loyalty Programs

How to calculate the exact welcome bonus for a £250 average order value so it pays back within three purchases

I often get asked a deceptively simple question: “How big should our welcome bonus be if our average order value (AOV) is £250 and we want it to pay back within three purchases?” The short answer is: there’s no single magic number — it depends on margins, redemption behaviour and how much...

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Which microreward timing lifts second purchase fastest: day‑0 free gift, day‑7 reminder credit or triggered sms Customer Retention

Which microreward timing lifts second purchase fastest: day‑0 free gift, day‑7 reminder credit or triggered sms

I recently ran a small-but-rigorous test to answer a question I get asked all the time: which microreward timing nudges a first-time buyer into a fast second purchase — an immediate free gift on day 0, a reminder credit on day 7, or a triggered SMS when the customer becomes eligible? The result...

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Which third‑party loyalty app is actually worth the monthly fee for a £1m turnover shop Loyalty Programs

Which third‑party loyalty app is actually worth the monthly fee for a £1m turnover shop

When a shop turning over around £1m asks me whether a third‑party loyalty app is worth the monthly fee, the right answer is rarely “yes” or “no” in the abstract. It depends on where you are in your customer lifecycle, what your tech stack looks like, and—crucially—what you expect the...

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How to design a partner rewards exchange with local businesses that increases basket size by 12% Loyalty Programs

How to design a partner rewards exchange with local businesses that increases basket size by 12%

I ran a small pilot last year that linked our loyalty programme to a network of local cafés and boutiques. What started as a simple “earn points at partner” experiment turned into a repeatable partner rewards exchange that increased average basket size by 12% across participating stores. I...

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Swap generic points for behavioural nudges: a step‑by‑step test to lift month‑two retention Customer Retention

Swap generic points for behavioural nudges: a step‑by‑step test to lift month‑two retention

When I audit loyalty programmes for SMEs, one pattern keeps repeating: brands offer generic points on every purchase and then wonder why retention plateaus after the first month. Points are fine, but they don’t always change behaviour. Small tweaks — replacing or complementing points with...

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How to prove a loyalty pilot will pay back within 90 days using only till data Data & Analytics

How to prove a loyalty pilot will pay back within 90 days using only till data

When a founder or marketing lead asks me whether a loyalty pilot can pay back within 90 days using only till (point-of-sale) data, my first response is: yes — but you need a tight, pragmatic framework and a few realistic assumptions. I’ve run and modelled dozens of small pilots for retailers...

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