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There are so many ways to say Happy New Year in Asian languages, such as “Gong Xi Fa Cai” in Mandarin, which means wishing you prosperity in the coming year, “Saehae Bok Mani Badeuseyo” in Korean, wishing you lots of luck, and “Chuc mung nam moi” in Vietnamese, with a similar meaning of wishing you a joyful year. Along with these auspicious greetings are traditional foods such as dumpling soup, mung bean pancake, BBQ beef, sticky rice cakes, and candied fruits. Within the melting pot that is the USA, one can often find an Asian-themed shopping center in which to partake of the festivities. In Westminster, CA, Asian Garden Mall is one of the largest Vietnamese shopping centers in the U.S. At The Source OC, Korean shops and eateries abound. In the Midwest, one can visit Asia Mall Minnesota, with a pan-Asian panoply of offerings.
Last year, Lunar New Year kicked off on Jan. 22, and we can see that Asian Garden Mall visits skyrocketed on that day (below)
During the summer, there is also a vibrant night market there, open from 7-11pm on the weekends. Finds include pork skewers and buns, grilled scallops, mini shrimp crepes, and sugar cane juice.
The night market takes place in the parking lot of Asian Garden Mall and draws accretive business. What would normally be empty during the Feb-May period without a night market becomes a thriving evening adventure during the summer months.
In comparing Feb-May visits (blue) versus Jun-Sept visits (red) below, the mall also draws from a much larger trade area when the night market is occurring.
In terms of festivities, parades and food stalls abound at celebrations like the Tet festival in New Orleans, which takes place this year on Feb. 16-18 in the Village de l’Est neighborhood. There will be fireworks and a dragon dance and of course vats of simmering pho, crispy spring rolls, and puffy fried bananas. In San Jose, CA, home to one of the US’s largest Vietnamese populations, a Tet celebration will be held in the former Sears parking lot at Eastridge Center from Feb 16-18. There will be a talent contest, a visit from Miss Vietnam California, carnival rides, and of course plenty of food booths and desserts.
One of the newer Korean-themed malls is the Source OC, which opened in 2019. While the majority of the food options transport you to being in Korea, there is also Italian at Il Fiora, Japanese at Izakaya Ichie, and Mexican at La Huasteca. One can indulge in Gangnam House Korean BBQ, Monday to Sunday shaved ice, and Cheesetella Japanese Cheesecake. We saw the Source OC dip during Covid like practically all retail, but it has bounced back and is now exceeding pre-Covid visitation levels. Besides the draw of the food, there is also an indoor golf-simulator, a VR experience, and a children’s playground.
Both Koreatown Plaza and Koreatown Galleria are long-standing stalwarts in the heart of LA, but as Americans of all ethnicities increasingly migrate to suburbs, we will no doubt see more shopping center options catering to ethnic tastes outside of downtowns.
The nation’s first enclosed shopping mall was Southdale Center in Edina, MN, a project that opened in 1956, by Victor Gruen, an Austrian-American who would henceforth be known as the “father of the shopping mall.” His original vision was a community hub with access to many shops as well as medical centers, schools, and even residences. This did not occur in the 50s, but three-quarters of a century later, many mall developers are re-envisioning malls to be places to live, eat, play, and shop as well as have access to essential services and to be that third space for community gatherings and celebrations. How fitting that another recent mall in Minnesota, the Asia Mall has been conceived as a reflection of the local community. It opened in November 2022, inspired by the desire for a one-stop pan-Asian mall to get all groceries as opposed to dashing around Minneapolis, St. Paul, Brooklyn Park, and Brooklyn Center to obtain the desired goods. Food and drinks are procured from various Asian countries, such as Vietnam, China, and Korea and anchored by grocery store Asian Mart 88. Dining includes Pho Mai, Hot Pot City with all-you-can-eat hot pot, Cruncheez Korean hot dogs, and Mochi Dough doughnuts. As part of the trend for including essential services, this mall also has a hair salon, insurance company, and travel agency.
It also appears the concept of one-stop-shop, be it for Asian groceries or for warehouse-sized purchases, is prized by the inhabitants of Eden Prairie who really value efficiency. Asia Mall does half the visits of the nearby Costco, which is impressive. Besides home and work, visitors of Asia Mall are most likely to visit Costco before or after a shopping trip (below).
How did off-price leaders T.J. Maxx, Marshalls (both owned by TJX Companies), Burlington, and Ross perform in last year? And how is 2024 shaping up for the category? We dove into the foot traffic data to find out.
Off-price apparel retailers typically employ a straightforward method: sell excess or off-season merchandise that would otherwise remain unsold at a discount, benefiting both shoppers and manufacturers.
This retail model has consistently performed well, as evidenced by the consistent growth in visits to T.J. Maxx, Marshalls, Ross, and Burlington over the past few years. And despite the overall sluggishness experienced by much of the apparel retail category in 2023, visits to these stores continued to increase year-over-year (YoY) in every quarter analyzed.
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January 2024 YoY visit growth slowed slightly – perhaps due to Q1 2023’s exceptionally strong performance. But despite the difficult comparison, foot traffic for most chains remained close to 2023 levels while YoY January visits to Ross increased 5.5%, highlighting the resilience of the off-price sector.
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The demographic and psychographic makeup of a chain’s trade area – which shows the types of visitors who frequent the chain – can be determined by looking at the chain’s potential or captured market. A chain’s potential market is calculated by weighing the Census Block Groups (CBGs) feeding visits to the chain according to the size of the CBG, while the captured market weighs each CBG according to the relative number of visits to the chain originating from that CBG.
Using these tools to analyze the median household income (HHI) in the trade areas of the four chains reveals a divergence between the two TJX-owned chains T.J. Maxx and Marshalls, on one side, and Ross Dress for Less and Burlington, on the other. The median HHI in T.J. Maxx and Marshalls’ potential market is higher than the potential median HHI for Ross and Burlington – and the two TJX brands’ captured market median HHI is even higher. Meanwhile, the median HHI in Ross and Burlington’s captured market is lower than the median HHI in their own potential markets.
The variance in median HHI between the chains may have to do with differences in branding and product selection. Marshalls and T.J. Maxx tend to have the higher price points, with T.J. Maxx in particular expanding its designer offerings over the past few years through its Runway stores. Ross and Burlington, known for their no-frills approach to clothing shopping, have relatively lower price points – and may see more customers seeking bargains over high fashion.
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While an analysis of trade area median HHI highlights differences between the chains’ visitor bases, a deeper exploration of Marshalls, Ross, and Burlington’s trade areas suggests that the retailers also share common ground – specifically, their popularity with middle-income families. For almost all brands, the captured market share of households categorized by the Spatial.ai: PersonaLive dataset as “Family Union” and “Cultural Connections” was larger than the potential market share. T.J. Maxx, which had a slightly lower share of “Cultural Connection” households in its captured market relative to its potential market, was the sole exception.
All four chains continue to add stores to their fleets – Ross opened 97 stores in fiscal 2023, and Burlington is looking to expand in over 60 former Bed Bath and Beyond locations. Focusing on trade areas with diverse families, then, may serve Marshalls, Ross, and Burlington. And T.J. Maxx, which has been enjoying a resurgence of interest from younger shoppers, might consider expanding into areas that attract young professionals.
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Off-price apparel retailers continue to succeed despite – or perhaps because of – a challenging economic climate. Will their success continue into 2024?
Visit placer.ai to keep up-to-date on the latest data-driven retail trends.
With shopping center vacancy rates now lower than they were pre-COVID, we dove into the demographic and psychographic trade area data for leading Indoor Malls, Open-Air Shopping Centers, and Outlet Malls to understand who visited malls in 2023.
Diving into the demographics of the trade areas of the various mall types in 2023 reveal both similarities and differences between the typical visitor to Indoor Malls, Open-Air Shopping Centers, and Outlet Malls.
In all three mall types, the median trade area household income (HHI) in the three mall types was higher than the nationwide median HHI of $69.5K (according to the STI: Popstats 2022 dataset). But Open-Air Shopping Centers drew the highest income visitors, with a trade area median HHI of $87.8K in 2023. The trade area of Open-Air Shopping Centers also had the lowest share of Households with Children and the highest share of singles (One-Person and Non-Family Households).
Outlet Malls lay at the other end of the spectrum, with a trade area median trade HHI of $73.9K, the highest share of Households with Children, and the lowest share of single households. And the median HHI and household composition for the trade area of Indoor Malls stood between those of the other two types.
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Even though Outlet Malls tend to draw the highest, and Open-Air Shopping Centers draw the lowest share of family visitors (Households with Children), diving deeper into various family segments reveals a more nuanced picture.
For example, the trade areas of Outlet Malls do indeed contain the highest shares of the “Family Union” and “Promising Families” segments – defined by Experian: Mosaic as blue-collar families and young families in starter homes, respectively. But Open-Air Shopping Centers tend to draw the highest share of the more affluent “Flourishing Families” segment – perhaps thanks to the Open-Air Shopping Centers’ higher trade area median HHI.
So while the demographic analysis can provide an overall snapshot of the various mall types’ audience, diving into the psychographics can yield a higher-resolution picture of the types of shoppers frequenting each shopping center category.
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For the most part, malls – especially Indoor Malls and Open-Air Shopping Centers – succeeded in exceeding or staying close to 2022 visit levels last year, despite the economic headwinds. And while January data indicates that the space may be entering a challenging period, there are plenty of reasons to think that the dip in early 2024 foot traffic is just a temporary setback driven by a unique set of circumstances. As the year continues to unfold, tracking visits in this sector will offer more insights into the state of the 2024 consumer.
For more data-driven retail insights, visit placer.ai/blog.
When we last checked in with the home improvement category, high interest rates and a cooling housing market had impacted visits to retailers The Home Depot, Lowe’s, and Tractor Supply. As 2024 gets underway, what might lie ahead for these chains? We take a look at the data to find out.
Home Depot and Lowe’s, two of the largest home improvement retailers in the country, command a significant share of the industry. The two chains experienced ups and downs over the past few years, from a pandemic-era spike in visits to a more recent slowdown as rising prices and slowing home sales led many would-be shoppers to rethink a renovation.
The turbulence in the Home Improvement space continued in 2023. In the first half of the year, foot traffic to The Home Depot and Lowe’s showed modest increases on a year-over-year (YoY) basis – but that momentum slowed into the years’ second half as home sales dropped to a six-month low.
Visit performance to these retailers may well improve in 2024. Should home sales pick up as mortgage rates continue on their expected downward trajectory, home improvement chains would likely see an increase in visits as new homeowners grab equipment for renovations.
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Analyzing median household income (HHI) of visitors to The Home Depot and Lowe’s, segmented by potential and captured markets, may provide insights into The Home Depot's stronger year-over-year foot traffic performance. (A chain's potential market looks at the Census Block Groups (CBGs) where visitors to a chain originate, weighted according to the CBG’s population. In contrast, captured market visit data reflects figures weighted by the actual number of visits from each CBG.)
The trade area median HHI tends to be higher for Home Depot than for Lowe’s in the chains’ potential markets – and the differences grow even more pronounced when analyzing the captured market. The Home Depot’s potential market median HHI stood at $71.5K/year – just slightly higher than Lowe’s $69.6K/year. But The Home Depot’s captured market median HHI was $74.3K/year in 2023 – around 4% higher than the chain’s potential market median HHI. Meanwhile, Lowe’s captured market median HHI of $69.0K/year was around 1% lower than its potential market median HHI.
The income disparity between the visitor bases of the two chains may provide context for The Home Depot’s foot traffic strength compared to Lowe’s – The Home Depot’s wealthier customers may be more insulated from the effects of inflation. And as inflation eases and demand for home renovations creeps up, Lowe’s may yet see visits tick up as its customers return to the chain.
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Tractor Supply Co. – another major home improvement chain – also offers a variety of products geared toward farm and ranch living, including animal feed and farm equipment. The company was a surprising pandemic winner, seeing its sales and foot traffic grow significantly as people moved to the countryside.
The chain's popularity has remained strong even as the pandemic-induced migration trends subside and the influx of city-dwellers to rural areas slows down. Visits to Tractor Supply remained consistently high throughout 2023, with only two months experiencing YoY foot traffic lags. Tractor Supply visits also outpaced visits to the home improvement category as a whole, indicating sustained demand for farm products.
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A deeper exploration of the three home improvement chains’ psychographic compositions indicates that Tractor Supply’s popularity with rural segments (as defined by the Spatial.ai: PersonaLive dataset) may be fueling some of its sustained visit success.
All three chains saw a higher share of rural visitors in their captured market compared to their potential market – indicating that rural consumers are particularly interested in home improvement tools and products. And of the three chains, Tractor Supply served the largest share of rural visitors by far. The share of rural audience segments in Tractor Supply’s potential markets significantly exceeded the share of these segments in the trade areas of Lowe’s and The Home Depot’s, and the relative share of rural segments in Tractor Supply’s captured market was even more impressive.
Lowe’s, which has bolstered its rural presence over the past year, had the second-highest percentage of rural segments in both its potential and captured markets – although its share of rural visitors was still considerably lower than Tractor Supply’s.
Meanwhile, The Home Depot saw the smallest share of rural visitors across all rural segments analyzed. The company’s captured market had just slightly more Rural High Income and Rural Low Income visitors relative to its potential market, and there was no difference between its captured and potential market shares of Rural Average Income consumers.
The impressive over-representation of rural customers to Lowe’s and Tractor Supply suggest that the rural potential for home improvement chains is significant – and chains that tap into the segment may see further foot traffic to their stores.
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The home improvement space has seen plenty of variance over the past few years, from the pandemic-fueled DIY highs of 2020 and 2021 to the overall slowdown brought on by inflation in 2023. Will visits begin to pick up again into 2024?
Visit placer.ai/blog for the latest data-driven retail insights.
How did Target, Walmart, Costco, Sam’s Club, and BJ’s Wholesale Club perform offline last year? Who visited the chains in 2023? And what does 2024 have in store for the space? We dove into the foot traffic and trade area composition data to find out.
The superstore and wholesale space performed well across the board in 2023, with leading retailers seeing consistent year-over-year (YoY) quarterly visit growth throughout the year. Costco led the pack in terms of overall YoY visit performance, followed by Sam’s Club and BJ’s Wholesale Club. The wholesale clubs’ strength may be due in part to the chains’ attractive gas prices, which were likely particularly tempting to 2023 consumers looking to stretch their budget.
Visits to Target also remained above the chain’s 2022 baseline during all four quarters, and Walmart – which closed several stores last year – mostly beat its 2022 visit performance, with the exception of Q4 where traffic remained essentially on par with last year’s levels.
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Visits to four out of five of the analyzed superstores and wholesale clubs dipped slightly in January 2024 relative to January 2023, perhaps due to comparisons to a strong Q1 2023 performance or to post-holidays consumer cutbacks. But despite the challenging circumstances, the YoY drops remained minimal – so the softer start to the year is not necessarily an indication of things to come.
And in contrast to the subdued visit performance in the rest of the category, Costco foot traffic exceeded its January 2023 visit baseline – revealing the potential for the superstore space to grow in a positive direction in 2024.
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Analyzing monthly visits to leading superstore and wholesale clubs in 2023 compared to each chain’s monthly visit average reveals different consumer patterns for each brand.
While all chains saw their monthly visits peak in December, Target experienced the most significant holiday peak, with a 33.9% increase in monthly visits compared to its 2023 monthly average – more than double the increases of the other four chains analyzed. Target also saw the strongest August visit growth relative to its 2023 monthly average as parents and students likely flocked to the chain in search of Back-to-School apparel and supplies.
In June and July, Walmart’s relative visit growth exceeded that of the other four chains – possible thanks to consumers stocking up on summer supplies. And the wholesale clubs saw larger relative increases in November, as those chains’ bulk grocery offerings may have helped consumers shop for a crowd ahead of Thanksgiving dinner.
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The trade areas of all five chains analyzed included a higher share of Households with Children when compared to the nationwide average. But the two superstore brands – Walmart and Target – also had larger percentages of 1-Person and Non-Family (roommate) Households when compared to the nationwide average, while the three wholesale clubs had smaller shares.
So while average wholesale clubs and their large selection of bulk packaged items cater primarily to families, superstores seem to attract a wider range of shoppers, including consumers shopping for one and living alone or with roommates.
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Diving into the psychographic composition of the trade areas highlights additional differences between the various chains’ audiences.
The trade areas of Walmart and of its subsidiary Sam’s Club had the highest share of Spatial.ai: PersonaLive’s small town and rural audience segments, including “Small Town Low Income,” “Rural Low Income,” “Rural Average Income,” and “Rural High Income.”
Suburban segments were more distributed. Walmart and Sam’s Club served a higher share of “Blue Collar Suburbs” while Target and Costco drew more “Wealthy Suburban Families” – and BJ’s Wholesale Club received the largest percentage of “Upper Suburban Diverse Families.”
BJ’s trade area also included the largest shares of almost all the urban segments with the exception of “Educated Urbanites” – defined by Spatial.ai as “well educated young singles living in dense urban areas working relatively high paying jobs” – for which Target came out on top.
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The leading superstore and wholesale clubs performed well in 2023 as consumers relied on their bulk-packaging and value-pricing to stretch their increasingly strained budgets.
What does 2024 have in store? Visit the placer.ai blog to find out.
It only comes around once every 12 years, and for those born in the Year of the Dragon, they are considered to be the luckiest of the Zodiac signs. This year’s element is wood, and thus a Wood Dragon year can portend good fortune, action, and expansion. Let’s take a look at some Asian concepts, brands, and shopping centers and see if our Placer trends indicate whether they might be in for a lucky, powerful year.
Tea drinks, especially those including tapioca pearls otherwise known as boba have created billionaires in China, and global expansion means that you can get your fill of the chewy goodies all over the world nowadays. Some of the largest chains in the US include Kung Fu Tea, with over 350 locations; Gong Cha; Sharetea with more than 500 stores in 15 locations; Boba Guys known for their famous strawberry puree matcha tea latte; and It’s Boba Time, Happy Lemon, YiFang Taiwan Fruit Tea, and Boba Loca.
Tea has been an integral part of our global history. As a precious commodity, it was traded along the Silk Road, leading to increased transcontinental commerce. In American history, the Boston Tea Party was perhaps not so much about tea itself but about taxation and representation, but in any words, it was definitely a catalyst towards American independence. And now, thousands of years later, tea continues to be a tour de force for antioxidants, anti-aging, and an overall delicious base for a bevy of creative drinks. Economists often talk about the “latte index” - used to estimate purchasing power parity in 16 countries around the world compared to the cost of a tall Starbucks latte in NYC.
With the way things are going with teas, could a boba index not be far behind? We examined year-over-year traffic for some of the leading tea/boba chains compared to specialty coffee chains. Boba has seen gains compared to last year, usually at a higher percentage than coffee. Both beverage type chains have trended upwards in 2023, although coffee had a bit of a dip in the latter part of the year.
To be fair, one can often order a coffee at a tea store and vice versa, but there are certainly toppings and color sensations at tea stores that are uniquely suited to social media, such as butterfly pea, which is an intense shade of violet, or various vibrant toppings such as popping boba in pink and orange. In some creations, the tea is even dispensed with entirely, such as Tiger Sugar’s brown sugar boba milk with a deep caramel flavor, or their highly-coveted ice cream bar version of the drink.
For those wishing for an authentic taste of an Asian shopping mall experience during Lunar New Year, there are many options around the US including Chinese shopping malls in the west like Focus Plaza/San Gabriel Square in San Gabriel Valley, Diamond Jamboree in Irvine, Shanghai Plaza in Chinatown Las Vegas, and Great Wall Mall in Kent, WA as well as in the east like Tangram and New World Mall in Flushing, NY.
Of these malls, Diamond Jamboree is the most visited. It has local favorites like The Kickin' Crab, Hai Di Lao, and Pepper Lunch. For dessert, head on over to Meet Fresh, with its refreshing grass jelly or chewy taro balls or SomiSomi for the cutest fish-shaped pancakes and a delectable choice of soft-serve flavors like ube and sesame.
Next is Shanghai Plaza, which is located in Las Vegas Chinatown. At Shanghai Taste, one can slurp xiao long bao soup dumplings, and another favorite - sheng jian bao - which is basically the love child of the more well known bao zi (meat bun) and the aforementioned xiao long bao. Somehow, it manages to have the fluffiness of the outer dough with a burst of soup and filling inside. Add the slight crunchiness of a pan-fried base and your mouth will be amazed by the variety of flavors and textures.
San Gabriel Square, also known as Focus Plaza, is the granddaddy of San Gabriel Valley larger-than-life malls. Also lovingly named “Chinese Disneyland” it offers a famous restaurant Five Star Seafood, a 99 Ranch, as well as other restaurants and jewelry stores. It opened in 1990 and became the place where one could go to buy laserdiscs for karaoke machines, as well as buy delicacies like honey-dried mangoes or salted plums. Nearly 25 years later, it is poised for renovation as it competes with other Chinese malls in the Greater Los Angeles and Orange County area for hot new restaurants and bakeries.
Moving across the country, we have Tangram in Queens, NY. Who doesn’t love an Asian food hall, with its dizzying array of hawkers, smells, and bustle? Tangram opened its Food Hall in January 2023, with a mix of international cuisine such as Joju for Vietnamese sandwiches, Zaab Zaab for Thai food, and Na Tart for egg tarts. One unique offering at Xi’an Famous Food is their piece de resistance lamb noodles. Topped with melt-in-your-mouth lamb, the broth is composed of both cumin and chili, and the hand-pulled noodles offer you that perfect texture referred to as “qq” in Chinese, whose closest renditions for noodles in another language might be “al dente.” This food hall spans 24,000 square feet and is lit with neon to mimic the non-stop night market energy in cosmopolitan Asian cities.
Great Wall Mall in Kent, Seattle is another Pan-Asian shopping center, despite its Chinese-centric name. Anchored by a 99 Ranch market, it also includes Chinese and Vietnamese restaurants, a Korean clothing store, hair and nail salons, and home decor. Architecturally, the outside is flanked by a fortress-style wall that mimics the Great Wall of China.
Last, but not least, we have New World Mall. Another sprawling food hall awaits, with over two dozen eateries to choose from. The exciting part of visiting food halls is the ability to get to the level of regional cuisine. Whether its Chongqing xiao mian featuring spicy Sichuan noodles or knife-cut noodles from Lanzhou, one has the opportunity to try a variety of cooking styles, nuances in similar-sounding dishes, and basically explore an entire country through its diversity of tastes.
Across segments, retail and dining expansions converge on a common set of priorities, including identifying markets with strong demand, ensuring alignment with target audiences, and leveraging local consumer behavior to drive synergy. Using AI-powered location intelligence, we analyzed five expanding brands and segments to uncover the core principles driving successful site selection.
Nationwide visits to coffee chains are up in 2026, with established brands and newcomers alike seeing their traffic increase as consumer headwinds lead some to shift their discretionary spend towards more affordable indulgences. But past visit growth does not necessarily indicate future opportunity – it may instead signal market saturation. Relying solely on overall visit trends to guide expansion could lead chains into highly competitive markets where existing supply already meets demand.
For example, analyzing traffic trends in 10 major metro areas where coffee visits increased year-over-year (YoY) in Q1 2026 reveals significant gaps between overall traffic trends and per-location demand. In some CBSAs, overall traffic growth significantly outpaced per-location traffic trends – suggesting that supply is already meeting (or exceeding) demand and limiting room for new coffee locations despite overall category growth. But in other metro areas, where overall visit growth appears smaller, per-location traffic is actually booming – indicating that the underlying demand is resilient enough to support additional coffee concepts.
These patterns highlight the importance of looking beyond topline growth to identify where true whitespace still exists.
Effective site selection matches both regional and local demographics to a brand’s target customer, supporting performance and reinforcing positioning. But even in well-aligned metros, results depend on site-level precision – locations where the trade area visitor profile most closely reflects the brand’s core audience are best positioned to drive incremental upside.
An analysis of Alo locations in the DC area suggests that the company is adopting this strategy. Within the already high-income metro area of Washington-Arlington-Alexandria, individual Alo Yoga stores are placed in centers that draw even more affluent visitors – maximizing the revenue potential of each location.
In fact, Alo's newest stores in the metro area – One Loudoun and Bethesda Row – drive traffic from households with higher median incomes than even the established area locations. This signals a clear focus on premium retail corridors and affluent consumer segments, which reinforces the brand’s positioning while capturing higher-spending customers at the site level.
Beyond driving traffic potential and demographic alignment, site selection should also ensure that a brand’s identity and operating model are well matched to the visitation patterns of prospective locations. Barnes & Noble offers a clear example. The company’s ongoing resurgence has relied in part on repositioning itself as a local cultural and social hub, with a stronger emphasis on local curation and community-driven events.
And analyzing Barnes & Noble’s 2026 openings shows a clear tilt toward centers with a higher share of local traffic than the chain average – supporting its shift away from a purely transactional retail model toward a more community-centric experience built around local curation, events, and repeat visitation. By prioritizing locally driven centers, the company’s site selection strategy not only captures relevant traffic but also reinforces its broader repositioning as a neighborhood-oriented brand.
Effective site selection recognizes that proximity to competitors can function as a demand driver, amplifying traffic rather than diluting it.
In practice, this often takes the form of clustering – deliberately locating near similar or complementary concepts to capture shared demand. Shake Shack provides a clear example. Analyzing the chain's store fleet shows that many locations sit near other QSR and fast-casual concepts, creating opportunities to capture dining-based traffic. At the same time, strong cross-visitation patterns indicate that these co-located brands share a common customer base, positioning the brand closer to consumers who are already likely to visit. And, at least for Shake Shack, this strategy appears to be working – traffic to the chain increased 19.9% YoY in Q1 2026.
Incorporating trade area analysis into site selection can also help determine whether a new location will generate new traffic or risk cannibalizing existing demand. Aldi, a rapidly expanding grocery chain, offers a relevant example.
The company opened a fourth Las Vegas store on S Decatur Blvd in October 2025, positioned between existing locations on W Craig Rd and S Rainbow Blvd, approximately eight miles from each. And analyzing the core trade area of each of the four Las Vegas locations indicated limited visitor cannibalization over the last six months, despite the stores’ close proximity. Only 6.2% and 7.6% of the S Decatur Blvd store’s trade area overlapped with the W Craig Rd and S Rainbow Blvd stores’ trade areas, respectively.
These findings show that there is no one-size-fits-all approach to store spacing – it varies by brand, category, and market. Analyzing a company’s existing store network alongside competitor density and overall demand can help determine how closely locations can be placed without hurting performance. In many cases – especially in high-frequency categories like grocery – markets can support stores that are closer together than expected.
Physical retail is increasingly defined by a small group of dominant players – Walmart, Target, Costco Wholesale, and Dollar General – that span grocery, essentials, and discretionary categories at a scale no other retailers can match. These chains serve as bellwethers of consumer behavior, revealing where Americans are spending, how often they shop, and what drives their decisions. And understanding their visitation patterns sheds light on the key dynamics shaping both their performance and the broader blueprint for retail success in 2026.
Retail giants Walmart, Target, Costco Wholesale, and Dollar General continue to capture a growing share of brick-and-mortar visits nationwide.
• The share of physical retail traffic captured by these giants rose from 16.8% in 2019 to 17.5% in Q1 2026, signaling continued sector consolidation.
• The scale advantage enjoyed by retail giants is increasingly self-reinforcing: Larger players benefit from superior data, stronger vendor leverage, and operational efficiencies that in turn further widen the gap.
• As these advantages compound, direct competition becomes less viable. Instead, smaller retailers should focus on owning specific trip missions – such as convenience, fill-in, or discovery – where format, assortment curation, and in-store experience can more directly shape consumer choice.
• For CRE operators, the growing dominance of these retail giants increases reliance on top-tier anchors, potentially driving performance gaps between centers with strong national tenants and those without.
• For CPG companies, the consolidation in the offline retail space heightens channel concentration, making success with a handful of large retailers critical while increasing those retailers’ negotiating leverage.
Traffic trends across the four giants reveal meaningful divergence in performance.
• Costco and Dollar General are driving the strongest visit growth, supported by both substantial fleet expansions and rising visits per location. In 2025, visits per store exceeded pre-pandemic levels by 18.1% for Costco and 10.2% for Dollar General, with both brands also seeing steady increases in their share of total brick-and-mortar retail chain visits.
• Walmart remains the largest player by far, accounting for 9.7% of traffic to major brick-and-mortar chains in 2025. And though the behemoth’s share of visits declined slightly in the immediate aftermath of the pandemic, it has held steady over the past three years.
• Target’s visit share has remained relatively flat over the past three years, reflecting stalled momentum. Still, early 2026 trends point to emerging signs of recovery – with Q1 visits up 8.3% compared to Q1 2019.
• Value retail is winning, but in more specialized forms: Dollar General (extreme value + convenience) and Costco (bulk value + loyalty) are driving the strongest traffic growth and rising visits per store, while Walmart’s broad “everyday value” remains steady with slower growth. Target, for its part, is lagging – likely a reflection of the broader bifurcation in retail which has left middle-market players caught between consumers trading down to value and those trading up to quality.
• For retailers and CPG companies, the broader lesson is that value perception is becoming more nuanced. It’s no longer just about offering low prices at scale, but about how value is delivered – whether through small packs vs. bulk, or quick trips vs. stock-up missions. Success increasingly depends on prioritizing these distinct value formats and investing in channels where store-level productivity is improving.
• For CRE operators, the outperformance of retailers with clearly defined value propositions underscores the importance of mission-driven tenant mix. As shoppers visit with increasingly specific missions in mind, retailers that cater to those missions are outperforming. Tenant strategies should reflect this shift, ensuring complementary offerings that reinforce a cohesive shopping mission.
Walmart remains the dominant brick-and-mortar retailer nationwide and across all fifty states. Still, the data suggests there is room for multiple runners-up to succeed across geographies and customer segments.
• Dollar General, Target, and Costco each attract distinct audience segments. Dollar General attracts a disproportionately high share of the “Mature and Retired Living” segment, while Costco leads among family households, with Target also over-indexing with this group. Among younger “Contemporary Households,” meanwhile – a segment encompassing singles, married couples without children, and non-family households – Target commands the highest share, slightly over-indexing compared to the nationwide baseline.
• Regional strengths vary significantly, with Dollar General concentrated in the South, Costco dominant in the Northwest, and Target showing more dispersed areas of strength.
• Despite similar overall visit share, Dollar General leads in more states (26 vs. 17 for Target), reflecting broader geographic dominance.
• For retailers, the data suggests that growth opportunities are increasingly shaped by localized demographic and geographic dynamics – meaning that targeted, market-specific strategies may be more effective than uniform national approaches.
• Younger “Contemporary Households” remain less locked-in than older demographics, representing a key battleground for future growth.
• For CPG companies, this data highlights that channel strategy is really about building the right mix of retailers, since even large national players reach different types of consumers.
• CRE operators should ask "which anchor is right for this trade area" rather than "which anchor is strongest," as mismatched tenants can underperform even if they’re nationally dominant.
After remaining essentially flat in 2025, average visits per location to Walmart grew 3.5% YoY in Q1 2026. And the retailer’s solid Q1 performance across the U.S. underscores its unique ability to resonate across income levels, geographies, and shopping missions.
• Walmart posted year-over-year visit growth across nearly all U.S. markets in Q1 2026, reinforcing its role as a universally relevant retailer.
• The giant’s comparative softness in small parts of the Northeast suggests an opportunity to double down on region-specific assortments, urban-friendly formats, or partnerships to better match local shopping behaviors.
• Walmart’s broad-based growth shows that even as consumers are increasingly willing to visit multiple retailers to get what they want, its Superstore model has solidified its role as a primary stop on the American shopping journey – making it a uniquely reliable anchor for CRE operators.
• For smaller retailers, this underscores the opportunity to win the “second stop” – capturing trips through curated assortments and more tailored in-store experiences that Walmart’s scale is less optimized to deliver.
• For CPG companies, Walmart stands out as a highly attractive partner for broad, efficient reach, given its consistent traffic across markets.
Target’s recent performance suggests early momentum in reversing prior softness.
• Q1 2026 visits to Target rose 5.1% year over year, marking the chain’s first positive visit growth in more than a year, and suggesting that the chain’s new turnaround strategy may be bearing fruit.
• Gains were driven primarily by visits lasting 30 to 45 minutes, which accounted for 19.6% of overall visits to Target in Q1 2026 – pointing to stronger in-store engagement rather than quick, mission-driven stops.
• Target’s return to traffic growth – driven by increases in mid-length trips – signals a sustainable recovery on the horizon, strengthening its reliability as a traffic-driving tenant for CRE operators.
• Target's turnaround shows retailers how increasing shopper engagement can generate growth by converting quick trips into higher-value, multi-category experiences.
• For CPG companies, the rise in mid-length visits indicates a more receptive in-store environment for discovery and trade-up, making Target an increasingly attractive channel for innovation, merchandising, and premium offerings.
Dollar General is becoming embedded in consumers’ daily routines.
• Visitor frequency to Dollar General is on the rise. In Q1 2026, nearly a quarter of visitors frequented the chain at least four times in an average month, up from 21.2% in Q1 2022.
• Dollar General is becoming increasingly local in nature: As its footprint expands, more visits originate nearby, with 28.0% coming from within one mile – reinforcing its role as a neighborhood store of choice.
• Dollar General’s visitation patterns point to a growing ownership of the convenience mission. Its expanding store density is creating a self-reinforcing network effect, where proximity fuels frequency, and frequency strengthens long-term defensibility.
• For retailers, Dollar General’s rising share of nearby and high-frequency visits shows that proximity can drive habit, making convenience a powerful lever for building repeat behavior.
• For CRE operators, the data highlights the strength of hyper-local, necessity-driven traffic, positioning Dollar General as a stable tenant that anchors consistent, repeat visitation.
• For CPG professionals, the increase in frequent trips signals a high-velocity purchase environment, favoring smaller pack sizes and products that align with regular replenishment cycles.
Costco continues to grow and diversify its audience despite higher membership fees and stricter food court access policies, highlighting the strength of its value proposition and loyalty model.
• In September 2024, Costco raised its membership fees for the first time in seven years – and more recently tightened enforcement of member-only access to its food courts. Despite these changes, visitation has remained strong, highlighting the company’s pricing power and deep customer loyalty.
• At the same time, Costco’s shopper base is broadening, with median household income trending slightly downward while remaining relatively affluent.
• Offering strong value to a relatively affluent consumer base can be a winning formula in 2026. Retailers that combine quality, trust, and perceived savings – rather than competing solely on low prices – are well positioned to drive both loyalty and sustained traffic growth.
• For CRE operators, Costco’s sustained traffic growth and broadening shopper base reinforce its value as a standalone, high-demand traffic magnet that can anchor entire trade areas and drive surrounding retail development.
• For CPG companies, the combination of high traffic and declining median HHI signals that Costco is evolving into a scaled channel reaching beyond affluent shoppers, requiring more diversified assortment and pricing strategies.
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It’s been decades since the U.S. last hosted the World Cup, and anticipation continues to build. While the matches themselves will deliver thrilling moments for fans inside the stadium, a far broader audience is expected to engage from beyond the gates – gathering at bars, watch parties, and living rooms across the country.
Drawing on insights from recent sporting and cultural events, this analysis examines how the World Cup may impact consumer behavior and audiences across stadiums, host cities, and nationwide.
In 2025, MetLife Stadium in East Rutherford, NJ hosted a wide range of concerts and sporting events. And an examination of three – Kendrick Lamar & SZA’s tour stop, the FIFA Club World Cup Final, and a Week 17 New York Jets matchup against division rivals and the Super Bowl-bound New England Patriots – reveals clear differences in audience composition across event types.
Trade area analysis showed that the 2025 FIFA Club World Cup Final drew the largest share of single visitors and the highest median household income (HHI) of the three events – a pattern that could reflect the premium tickets and travel typically associated with a quadrennial championship match.
With the 2026 World Cup elevating the level of global competition, stadiums set to host matches this summer – including MetLife – may see even more dramatic shifts in their audience relative to other events.
While spectators attending World Cup matches are likely to differ from those drawn to other events throughout the year, audience shifts are likely to occur also within the tournament itself. As the competition progresses and the stakes rise, the visitor profile at host stadiums may trend progressively higher-income, as suggested by an analysis of Levi’s Stadium in Santa Clara, CA during the recent NFL season and Super Bowl.
During the Super Bowl, the stadium’s captured market median HHI surpassed that of every 49ers home game during the 2025-26 season – a pattern consistent with the event’s premium ticket pricing, national draw, and high levels of out-of-market travel.
And since the World Cup only takes place every four years, and necessitates international travel for die-hard fans, attendees are likely to be even more affluent than Super Bowl go-ers. Moreover, as the tournament reaches its later stages, each match becomes more significant and carries the potential to drive an even more affluent in-person audience.
Diving deeper into last year’s FIFA Club World Cup Final and Semifinal matches at MetLife Stadium provides further insight into the significance of the in-person audience that doesn’t make it into the stands. While FIFA generally places restrictions on tailgating, the behavior was still observed at MetLife and several other tournament venues in 2025. To put the phenomenon into perspective, location intelligence indicates that on the day of the Club World Cup final, combined visits to MetLife and its parking lots were 24.8% higher than visits to the stadium alone.
AI-powered trade area analysis further contextualizes the economic significance of this audience. During the semifinal matches, MetLife Stadium’s captured market median HHI remained nearly identical – just over $100K – with and without parking lot visitors. A similar pattern held for the Final, where median HHI for both the stadium-only and combined stadium-plus-parking visitors both rose above $115K, with the stadium-only figure only marginally higher.
This suggests that tailgaters represent a significant cohort with discretionary income to spend on the broader match-day experience, even if they opt out of spending big money on tickets.
With tailgating during the 2026 World Cup likely to remain limited due to FIFA regulations, the spending power of fans just outside the stadiums could create opportunities for alternative forms of engagement. Fan zones and other nearby hospitality events may offer effective ways to capture demand.
Nearby dining and entertainment venues are among the most accessible experiences for fans in the stadium area, and these stand to benefit significantly from elevated game-day foot traffic.
Analysis of recent FIFA Club World Cup matches reveals the impact of match-day activity on local businesses. Visitor journey data from the June 25th, 2025 matchup between Inter Milan and River Plate at Seattle’s Lumen Field, and the June 28th, 2025 meeting between Palmeiras and Botafogo at Lincoln Financial Field in Philadelphia reveals that a significant share of stadium visitors also stopped at nearby dining and recreation venues on the day. Location intelligence also shows that, on the day of the match, each stadium-adjacent venue received a significant visit boost compared to its 2025 daily average.
This pattern underscores the potential impact of the World Cup on the surrounding commercial ecosystem. The stadium may anchor the experience, but fan engagement will likely spill into adjacent areas – creating opportunities for both organizers and local businesses. To take full advantage, restaurants and bars can position themselves as fan-friendly destinations through watch parties, extended hours, and even mobile or outdoor offerings in stadium corridors.
Previous major sporting events – including the Super Bowl – demonstrate that the impact of large-scale sporting moments often extends beyond the immediate stadium vicinity into the broader regional economy.
In the weeks leading up to the latest Super Bowl in Santa Clara, CA on February 8th, 2026, both the San Francisco-Oakland-Berkley and San Jose-Sunnyvale-Santa Clara CBSAs saw a notable uptick in year-over-year dining traffic – outperforming the nationwide average. The timing suggests that early-arriving travellers combined with locals enjoying pre-event concerts and events helped fuel demand. In contrast, nationwide dining traffic saw a more pronounced lift the following week – likely tied to Valentine’s Day on February 14.
This pattern indicates that regions hosting – or located near – World Cup 2026 matches could experience similar pre-event dining tailwinds. As out-of-town visitors arrive and local engagement builds in the days and weeks leading up to key matches, restaurants and hospitality may benefit from elevated demand – particularly when supported by ancillary events and fan experiences.
Other recent examples suggest that cities hosting major events like the World Cup stand to benefit from an influx of out-of-town visitors – particularly those with higher spending power.
Since the beginning of 2025, New Orleans has hosted a series of popular events that drove significant non-local traffic. AI-powered trade area data indicates that during these periods, out-of-market visitors consistently exhibited a higher median HHI than both local residents and typical commuters into the city.
As expected, the 2025 Super Bowl generated the most pronounced spike in out-of-market visitor median HHI among the events analyzed, but the pattern extends beyond one-time spectacles. Recurring events like Mardi Gras and major music festivals also attracted high-income visitors to the city – likely benefitting the local hospitality, dining, and retail industries.
Looking ahead to the 2026 World Cup, host cities are likely to experience a similar dynamic. The tournament’s global draw will likely bring affluent travelers with discretionary dollars to the host regions – visitors that will spend not only on match tickets, but also on accommodation, dining, and shopping. By sponsoring tournament-related festivals, concerts, and experiences in or near retail corridors, cities can amplify the economic impact of the World Cup beyond the stadium.
The impact of the 2026 World Cup is unlikely to be confined to the select cities hosting matches. Major sporting events drive large-scale at-home viewership, generating ripple effects nationwide.
The Super Bowl offers a useful benchmark. In the days leading up to February 8th, 2026, visits to grocery stores and pizza chains rose above day-of-week averages for 2025, ultimately peaking on the day of the big game day as households appeared to pick up last-minute fixings and takeout for their watch parties.
This pattern indicates that the World Cup – with its extended schedule and multiple high-stakes matchups – could drive repeated waves of elevated grocery and take-out demand as fans gather together throughout the tournament.
Of course, at-home viewing is just one piece of the match-day equation. Many fans opt for a more communal experience – gathering at sports bars across the country to watch the game alongside fellow supporters.
Recent highly-anticipated soccer matches offer a clear signal of this behavior. During the recent Allstate Continental Clásico, MLS Cup Final, and SheBelieves Cup Final, top sports bars in key markets like Los Angeles and Miami recorded visit spikes above day-of-week averages.
Not every World Cup fan will be able to attend in-person or travel to a host city, but previous match-day lifts in sports bar traffic demonstrate that fans nationwide will participate in the tournament experience.
The 2026 FIFA World Cup is set to engage a wide spectrum of fans – from casual viewers at home to dedicated supporters traveling to stadiums – shaping how and where demand emerges.
As a result, the tournament’s impact will be felt across multiple layers of retail, dining, and tourism. Stadium-centered spending, activity in surrounding corridors, host-city consumer demand, and gatherings of spectators nationwide all point to a broad and interconnected World Cup effect that is likely to shape both audience composition and behavior at scale.
