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Public Health Data Visualisation

Aisle Logic: Designing Front-of-Pack Nutrition Labels for the Three-Second Decision

WHP Information Graphics
Aisle Logic: Designing Front-of-Pack Nutrition Labels for the Three-Second Decision

Photo: UK supermarket front-of-pack nutrition label traffic light close-up, via facts.net

Stand in a UK supermarket aisle and the front of a cereal box or ready meal is asked to do several jobs at once: attract attention, carry a brand, state the product name and, increasingly, summarise its nutritional character. The last job is a data visualisation task conducted at speed. The shopper has seconds, not minutes. The label has to support a comparison, not deliver a lecture.

Front-of-pack (FOP) nutrition labelling in the UK is voluntary. The best-known scheme uses traffic-light colours for fat, saturates, sugars and salt, with reference intake percentages and, often, values per portion as well as per 100g. Retailers and manufacturers have adopted variants. The result is a familiar visual language with an unfamiliar consistency problem: the same colours, words and numbers appear in different arrangements and on different bases, asking the shopper to do the harmonising.

What the shopper actually sees

The UK traffic-light label is a compact grid. Four nutrients are listed, each with a colour and a value. A reference intake percentage may sit alongside. Some labels show 'per 100g' and 'per portion'; others show only one. Some use the words high, medium and low; others rely on colour alone.

That is a lot of information for a three-second decision. The label's defenders are right that it gives shoppers a quick signal. Its critics are right that the signal is not always comparable. Both points can be true because the problem is not the concept but the hierarchy.

Three failures in the aisle

The first is type size and contrast. A label that works on a design mock-up can fail on a crowded shelf under artificial light. Older shoppers, people with low vision and anyone reading at arm's length need larger numerals and stronger contrast than many packs provide. If the nutrient value is the point, it should not be the smallest element.

The second is colour-only coding. Red, amber and green are culturally loaded and quick to read, but they are not accessible to everyone. Colour vision deficiency affects a significant minority of the population, and the red-amber-green boundary can be ambiguous. Colour also carries competing meanings: red may signal a high level of one nutrient while the overall product is presented as healthy. The label needs a second channel, such as a word, icon or pattern, so that colour is an enhancer rather than the sole carrier of meaning.

The third is comparison friction. A shopper comparing two similar products may find that one label is per 100g and the other per portion. Portion sizes differ. The order of nutrients may differ. One label may use a traffic-light grid, another a score, another a simple warning. The shopper is not comparing products; they are comparing labelling schemes.

A clearer hierarchy for the pack

A better label would have three layers. The first layer is a comparison strip: the four priority nutrients in a fixed order, with values per 100g and a colour plus a text label. Per 100g is the only basis that allows like-for-like comparison across different portion sizes. It is not the same as the amount a person will eat, but it is the right anchor for shelf comparison.

The second layer is the portion view: the same four nutrients, clearly marked as per portion, with the portion size stated. This helps a shopper understand what a serving means, but it should not replace the comparison strip. It is supporting detail, not the headline.

The third layer is reference intake percentages and any additional nutrients. These are useful for context, but they should be smaller and subordinate. A label that gives equal weight to every number is a data dump. A label that gives weight to the comparison first is an interface.

Colour with a second channel

The traffic-light palette is not the problem; its use as the only signal is. A robust label pairs colour with the words 'high', 'medium' and 'low', or with a simple shape or icon. Contrast ratios should be tested, not assumed. The palette should be checked for colour vision deficiency. The same nutrient should occupy the same position on every pack, so that the eye can learn the grammar.

There is a case for a single summary indicator, but it should be treated with caution. A composite score can hide the nutrient that matters most to a particular shopper. For a person managing blood pressure, salt is the priority; for a person managing diabetes, sugars may be. A good label supports both the quick overall signal and the specific comparison.

The three-second test

A front-of-pack label should pass a simple test: can two products in the same category be compared in under three seconds? That means the same basis, the same order, the same scale and the same vocabulary. It means no hunting for the per-100g column and no decoding a different scheme. It means the label is designed for the aisle, not for the annual report.

The test also implies restraint. Four nutrients are enough for a quick comparison. Additional claims, badges and logos compete for the same attention. The label should not try to answer every question about nutrition. It should answer the question the shopper is actually asking: which of these two is the better choice for me, right now?

Beyond the pack

Packaging is only one part of the information environment. Shelf-edge labels, online grocery filters and retailer apps can carry more detail and support filtering. But the pack remains the point of decision for many shoppers. If the front-of-pack label is inconsistent, the shopper carries the cost.

UK labelling has an opportunity to treat the front of pack as a designed comparison tool rather than a compliance sticker. That means standardising the comparison basis, making colour accessible, establishing a clear hierarchy and resisting the urge to add another number. The three-second shop is not an argument for simplicity at any cost. It is an argument for a hierarchy that respects the shopper's time and the complexity of the decision.

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