The Smart Shopper Index 2021
How smart are you with your money when you shop? Have you ever wondered if your nationality makes a difference?
At BravoVoucher we wanted to know which countries were the savviest when it comes to their spending. So, we’ve sifted through all the data on spending and saving habits to bring you the 2021 rankings for 25 OECD countries.
Can the French get the best value for their famous food? Do Americans really know a bargain when they see one? And are the Brits as financially astute as they would like to be?
Explore the results below.

The countries with the smartest shoppers ranked
Use our interactive table to compare the countries’ performance based on each factor.

The research
The total score of each country in the index was given based on their performance in the following areas:
- Household savings
- Household debt
- Purchase consideration
- Overall spending relative to cost of living
- Food spending relative to cost

While household savings is the total income leftover after all spending, household debt is anything owed to creditors - mainly mortgages, loans and credit cards.
Purchase consideration is the percentage of respondents who agreed with the statement “I carefully consider every purchase”.
As a measure of how frugal each country’s spending is, we compared how much people in each country spend overall relative to the cost of living and, more specifically, how much they spend on food relative to cost.

What did we learn?
Out of the 25 countries we studied, France came out on top with the savviest shoppers, leaving
Poland trailing far behind at the bottom.
The Germans’ household savings are the highest while the Dutch have the greatest amount of debt.
The South Koreans are the most savvy when spending on food, but the Norwegians know how to spend better
overall.
The top 10 countries for savvy shoppers
The results are in. Here we present our top 10 countries for savvy shoppers.
The magnificent 7
To feed our curiosity, we dug a little deeper into the search data for 7 of the group’s biggest markets in
the rankings.
The UK, France, Germany, the US, Italy, Spain and Poland.
The chart below shows an overview of the volume of savings-related searches in each country relative to
their score on the smart shopper index.
There is a positive correlation between search behaviour and shopper savviness.


United Kingdom
The UK came a dismal 20th overall, with a negative score of -227.
Brits love a bargain, but they love to spend more. On average, Brits spend almost as much as they earn, saving just 1% of their disposable income and spending the rest. It doesn’t come as a shock to find they score poorly on overall spending habits, except when it comes to food. It seems the Brits know how to get the best value out of their meals.
The UK’s savvy food spending is reflected in the search data too. When we look at the kinds of brands they search for, Food & Drink is the 3rd most popular out of 15 categories, and the top brand people want discounts from is online food delivery app UberEats, with an average half a million searches a month.
In terms of search volume, after adjusting for population, the Brits search for savings 24 million times a month. That’s double that of the Germans and not far behind the French. So it seems the Brits want to be savvy consumers, they just have a lot to learn.
Top brands and industries for savings-related Google searches
Which shopping category is the most popular for savvy online searchers in each country?

What brand gets the most savings-related searches in each country?

The top brands and shopping categories for savings-related Google searches
*Based on Google search data in each country

United Kingdom
Brits are most eager to find bargains for fashion, which is why both ASOS and JD Sports make the top 5. But it’s food delivery app Uber Eats that wins the most attention from the UK’s savvy shoppers, showing how well known the brand is for offering valuable promos.
France
The French search for savings most with General Lifestyle brands, explaining the strong showing from Amazon in the top 5 brands. Not surprisingly, Fashion brands come a close second, with both Zalando and Shein in the top 5 most searched for.
Germany
Germany’s favourite brand when it comes to savings is Otto, the homegrown e-commerce giant. The most searched for category is fashion, which explains why both Zalando and Asos are in the top 5 for brands.
United States
The brand that triggers the most savings-related searches each month in the US is arts and crafts giant Hobby Lobby, followed by retail chain Kohl’s. Interestingly, kids’ gaming platform Roblox comes in 3rd place in the ranking, making the US the only country with a Gaming category in the top 5, which shows us: Americans love to play.
Spain
Savvy Spanish shoppers look to General Lifestyle brands the most when they want a bargain, which is why Amazon and AliExpress are in the top 5. And when they want to save on their lunch, they look to Burger King or Uber Eats.
Italy
Savvy Italian shoppers look to General Lifestyle brands the most when they want a bargain, which is why Amazon rules the top 5 in Italy, with eBay bringing up the rear. Fashion is the second most searched category, which explains why Zalando and Shein both appear in the top 5 most searched for brands.
Poland
Savvy Polish shoppers look to Fashion brands the most when they want a bargain, which is why both Zalando and Eobuwie appear in the top 5. General Lifestyle is the second most searched category, which explains why AliExpress is so high on the list.
Methodology
Constructing the index
- We selected 25 OECD countries for which spending and saving habits data was available, and constructed the ranking based on five metrics: Household savings, household debt, purchase consideration, overall spending relative to cost of living, food spending relative to cost.
- For each metric, we drew our data from the Organisation for Economic Cooperation and Development (OECD), Numbeo and the US Dept for Agriculture.
- To create the index, we converted all metrics to a standard scale so that a score of 0 signified the average. A score of 200 was significantly above average (2 standard deviations above average) and a country with a score of -200 was significantly below average (2 standard deviations below average).
- We awarded or deducted points based on how far above or below average each country was for each of these metrics. Adding all the country’s metric points together gave us the final index score.
- NB: We ordered the metrics so that a large positive score always indicated the ‘good’ side of the metric, e.g. we consider both high household savings and low household debt to be ‘good’, and so both are indicated by positive scores; and in reverse, both low household savings and high household debt are indicated by negative scores.
Search data analysis
- For the search data analysis, we analysed and tallied all Google searches mentioning terms like “vouchers”, “discounts”, “discount codes”, “coupons”, “promos” and “offers” (and their equivalents in each language) in each country – this step was based on SEO keyword research data.
- We adjusted for Google market share and internet user population to get an estimate of the total number of monthly searches related to saving money, if each country had an equal (average) number of internet users.
- We manually classified the top 80% of all searches by category and brand, giving us a total of almost 9,000 search terms.
- You can download the full dataset here.