The Data Science Behind Your Score
Your groceries tell a story - we help you read it. Track, measure, and balance your shop for healthier habits, powered by your own data.
The short answer? Yes.
Every time you shop, you’re creating a snapshot of your household’s eating habits. When you look at what goes into your trolley over time — the types of food, how often you buy them, and in what quantities — you start to see patterns that say a lot about your typical diet. For example:
Nutritional Balance pattern: Not seeing many fruits, veggies, or whole grains in your trolley? That’s a sign that you could be missing out on nutrients that are critical to your health.
Moderation pattern: If your trolley’s weighted towards processed snacks or sugary treats, it could point to habits that increase the risk of things like obesity, diabetes, or heart disease.
In fact, some supermarkets are already using loyalty data to send personalised offers, healthier swaps, and gentle nudges. Plus, research in the UK and beyond shows that grocery data is a useful stand-in for food diaries — especially for understanding household-level eating patterns.
What’s the alternative?
Traditionally, the main way to track nutrition has been food diaries. But let’s be honest- they’re time-consuming, people forget things or remember selectively, and very few of us want to write down or record everything we eat — especially over the long term.
Shopping data offers a simpler, less demanding way to understand how you’re fuelling your home.
Are there any limitations?
Yes — and we want to be upfront about them.
Household view, not individual.
Your loyalty data reflects what the whole household buys, not what each person eats.
But here’s our take: good nutrition is a team effort. When your household shop has a healthy balance, it creates a better food environment for everyone.
It doesn’t track everything you eat.
Shopping data won’t capture takeaways, restaurant meals, or office snacks.We’re working on this! Soon, you’ll be able to scan receipts from your deliveries and dining out. In the meantime, your grocery data still gives you powerful insight into your everyday food habits — and research shows that how you eat at home usually reflects how you eat elsewhere too.
Bulk buys can skew things.
Stocking up on bulk buys or special offers might temporarily throw off the picture.That’s why we only start analysing your data after you’ve built up a meaningful amount (at least 100,000 calories of purchases). Plus, we look at your shopping across the last 12 months to smooth out any spikes from bulk buys or big occasions like Christmas.
We believe food should be a joy — but also a source of health and balance.
Our scoring system is built on trusted public health guidelines and focuses on two things: nutritional balance and moderation.
Here’s what we look at in your shop:
Nutritional Balance
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Food Group Balance
Good health starts with nutritional variety. We check how well your trolley covers the essentials — fruits, veggies, grains, protein, and dairy.
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Fruit & Veg Variety
“Eat the Rainbow” isn’t just a saying – Fruit & Veg variety by colour is key to good health. We track the range of fruit and veg in your shop, help you understand gaps, and make suggestions so that you can get the full spread of vitamins and minerals your family needs.
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Vitamin, Mineral, and Macronutrient balance
We check how well the food in your average trolley covers essential vitamins, minerals, and macro-nutrients.
Moderation
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Moderation of Key Nutrients
Some things are best in small doses. We look at how well you’re keeping ingredients like saturated fats, salt, and added sugar in check.
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Ultra-Processed Foods (UPFs)
Highly processed foods can be tasty and convenient but eating too many UPFs isn’t great for your health. We show you how much of your shop is made up of these foods, using the NOVA classification.
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Alcohol Purchases
We track your alcohol shop against public health guidelines to help you stay healthy.
In short - Truth Trolley helps you see the bigger picture of your household’s eating habits, so you can make small, positive changes — together. Think of it as your friendly food shopping coach, powered by your own shopping habits.
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