Decoding the Shopify BFCM Tracker: A Strategic Insight into Global Consumer Behavior

Arijit Dutta
8 min readDec 18, 2024

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During Cyber Week, many of you may have glanced at the mesmerizing moving lights of Shopify BFCM Tracker. The tracker goes beyond a mere visual spectacle. It is a real-time economic heat map representing global economic activity.

In this article, I will break down the tracker’s nuances, extracting strategic insights that can inform our upcoming marketing initiatives.

India

As of April 2024, India’s e-commerce market is valued at approximately $70 billion, which constitutes about 7% of the total retail market in the country. The domestic e-commerce sector is primarily driven by increasing internet penetration and smartphone usage, with projections indicating that the market could grow to $325 billion by 2030.

Despite this growth potential in the domestic market, India’s e-commerce exports are relatively low. Current estimates place e-commerce exports between $4 billion and $5 billion, representing only 0.9% to 1.1% of India’s total merchandise exports in an EY study. With increasing demand for Indian goods, the number is expected to increase significantly to US$200 to US$300 billion by 2030, as mentioned in a press release of India’s Foreign Trade Policy 2023.

Now, if you observe the below video capture of India on the Shopify 2024 BFCM tracker, you will notice that the majority of light trails originate and end within India, indicating domestic market transactions. Only a small number of light trails extend to other countries, suggesting limited export/import activity.

Australia

Economic distribution in Australia is fascinating. In the video capture below, you will notice that most of the glowing dots and light trails, which represent Shopify businesses and e-commerce transactions, are concentrated along the eastern coast of the country.

At first glance, if you try to measure exports only by observing the light trails, and then, if I tell you that Western Australia produces almost half of the nation’s goods exports, contributing nearly $260 billion to the economy, it might surprise you. There are very few light dots visible in Western Australia. However, this is not contradictory. Western Australia’s economy relies heavily on the mining sector. A Harvard study pointed out that this focus on primary industries, like mining, has led to a lack of diversification, limiting the growth of complementary sectors, including e-commerce.

Eastern Australia enjoys better access to both domestic and international markets. Sydney, in particular, is globally connected through its airport and shipping ports. In the video, you will see that most of the light trails originating from Sydney and some from Brisbane represent exports. In March 2024, it was reported that Australia Post plans to invest $50 million to build a parcel facility at Brisbane Airport Industrial Park to support the booming e-commerce sector.

Looking at the density of light dots, Queensland stands out as another key region. Queensland is experiencing significant population growth, driving consumer demand for online shopping. For example, 82% of Queenslanders made an online purchase in the past year, highlighting the strong potential of this e-commerce market.

Shopify BFCM Tracker Australia

China

China’s domestic e-commerce market is one of the largest in the world, with projections suggesting it could reach approximately $4.77 trillion by 2032. However, domestic activity during events like Black Friday is less noticeable for several reasons. One prominent reason is China’s closed culture. Major shopping events in China are tied more closely to local festivals and occasions, such as Singles’ Day (November 11), which generates far greater e-commerce activity than Cyber Week. In 2024, the double 11 sale reached a historic high. Tmall reported that a new record was set as 589 brands surpassed RMB100 million in GMV.

In the video capture below, you can observe Hong Kong’s significant export-oriented e-commerce activity on the Shopify BFCM tracker. Coastal cities like Hong Kong and Shanghai enjoy superior logistics networks compared to inland regions, making them advantageous for exports. In October 2024, the total value of exported goods increased by 3.5% compared to the previous year, reaching $393 billion.

Comparing October 2024 with October 2023, China’s exports to India decreased by 34.3% in value, and exports to the United Kingdom dropped by 38.0%. In contrast, exports to the USA grew by 5.8%. As of 2024, with the rise of drop shipping, coastal cities like Hong Kong and Shanghai have further strengthened their roles as key hubs for international trade.

Taiwan

Taiwan’s e-commerce market is expected to grow from $19.6 billion in 2023 to approximately $21 billion in 2024, reflecting an annual growth rate of 7.14%. Despite this growth, domestic transactions remain limited, and cross-border sales have not reached their full potential.

The domestic online shopping market expanded to 11% in 2020 and grew by around 13% annually between 2021 and 2023. This indicates steady growth but modest penetration into the overall retail market. Many Taiwanese consumers still prefer traditional shopping methods, which limits the scale of online sales.

Taiwan’s economy is stable but heavily dependent on manufacturing and technology sectors. This focus may divert resources and attention away from building a strong e-commerce export strategy.

While there are some cross-border orders from Hong Kong, as we can notice in the video below, the volume is far below the market’s potential. Ongoing tensions between Taiwan and mainland China could be one possible reason to create uncertainty. This may lead companies to hesitate in engaging in cross-border trade due to concerns about regulatory changes and logistical hurdles.

European Union (EU)

The e-commerce markets in the UK and Germany are among the most prominent in the European Union, known for robust domestic transactions and significant cross-border activities.

In the UK, retail e-commerce sales are projected to reach approximately $220.22 billion (£177.11 billion) in 2024. The average spending per online shopper is around $4,679, demonstrating a strong preference for online purchasing. Notably, 69% of consumers shop online using mobile devices, highlighting the growing dominance of mobile commerce.

Germany’s e-commerce revenue is expected to reach $98.31 billion in 2024, reflecting a 9.6% increase from 2023. Approximately 44.7 million users are anticipated to participate in e-commerce activities, representing 62.7% of the population. Germany ranks fifth globally in e-commerce revenue, contributing about 4.7% to the global market share.

Both the UK and Germany maintain strong trade relationships with the U.S., supported by frequent cross-border transactions via e-commerce platforms. While specific data on the percentage of e-commerce sellers involved in exporting or importing is unavailable,In September 2024, United Kingdom exported £4.21B and imported £4.73B from United States. This reflects the robust trading relationship between the UK and the U.S.

Canada

Canada’s e-commerce landscape features significant cross-border transactions, primarily imports from the United States and, to a lesser extent, China. In 2023, Canadians spent approximately $52 billion online, with 29 million shoppers online, which accounted for 11.5% of the country’s total retail sales.

Around 34% of e-commerce purchases by Canadians originate from abroad, mainly from the U.S. and China, spanning categories such as apparel, electronics, and household goods. The United States-Mexico-Canada Agreement (USMCA), which came into effect on July 1, 2020, has facilitated trade between Canada and the U.S. by reducing tariffs on many goods and simplifying customs processes.

The video capture below highlights that most economic activity is concentrated in Vancouver and Edmonton. Vancouver, a major port city on the west coast, serves as a crucial hub for imports and exports. Its proximity to the U.S. border allows easy access to and from American markets, making it a key point for cross-border e-commerce transactions. Edmonton also holds a significant position due to its central location in Alberta, offering access to both eastern and western Canadian markets.

United States

Undoubtedly, the United States stands out as a leading player in e-commerce, particularly during Cyber Week. According to Adobe Analytics, Cyber Week 2024 (Thanksgiving through Cyber Monday) generated approximately $34.3 billion in online sales, an 8% increase compared to 2023.

Despite geopolitical tensions, the U.S. continues to import a substantial volume of goods from China. In September 2024, U.S. imports from China were valued at approximately $43 billion. Over the first nine months of 2024, these imports totaled $322.17 billion. In 2017, 14.5% of total U.S. goods imports came from China, rising to about 16.5% in 2020 and stabilizing near that rate in 2021 and 2022. During the same period, China’s share of U.S. goods imports declined from 22% to 17%, though it remains the largest supplier of goods to the U.S. These imports include a diverse range of products such as electronics, machinery, toys, and apparel.

The Trump administration proposed a specific tariff of 60% on all imports from China, aiming to reduce dependence on Chinese goods and address perceived unfair trade practices. Given the current market size of Chinese goods in the U.S., such measures could place immense pressure on supply chains and systems.

I hope you find this analysis insightful. By carefully examining such patterns, as I have done today, we can uncover actionable insights for shaping future marketing strategies. This approach helps us understand not only where people are buying but also how, when, and why they make their purchasing decisions.

Stay curious, stay analytical.

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Arijit Dutta
Arijit Dutta

Written by Arijit Dutta

Digital strategy leader with 10+ years in performance marketing. Skilled in data analysis and data-driven strategy. Invested in AI and digital transformation.

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