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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.
The past couple of years have been challenging ones for the dining industry as high food prices and economic headwinds led many consumers to cut back on unnecessary indulgences. Still, people can’t eat at home all the time, and there’s always demand for restaurants that serve up good food and a welcoming ambiance – without breaking the bank.
So with Q4 2023 under our belts, we dove into the data to check in with two dining chains that are especially good at giving customers what they want: Shake Shack and Wingstop. How did they perform during the final quarter of 2023? And what lies ahead for them in the new year?
Shake Shack, curiously named after an amusement park ride from 70’s hit movie Grease, continues to impress. Following a robust third quarter, the gourmet burger joint maintained strong positive year-over-year (YoY) visit growth throughout Q4 2023 – finishing out the year with a remarkable 24.3% foot traffic jump in December 2023.
Wingstop, another darling of the dining industry, also ended 2023 with a bang. Whether celebrating the New York Knicks with a special lemon garlic flavor, or jumping on the dry January bandwagon with its own “dry rub January”, the popular chicken restaurant draws crowds by staying up-to-date with popular trends. And throughout Q4 2023, Wingstop saw positive visit growth ranging from 12.8% to 16.3%.
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The ongoing success of these two chains in a difficult overall environment shows that there’s more than one way to win at the dining game. With limited-time offerings like White Truffle Burgers, and sandwiches that feature Kimchi slaw, Shake Shack’s relatively upscale offerings have traditionally drawn affluent audiences. But as the chain has continued to expand, its customer base has diversified – with the median household income (HHI) of its captured market dropping by 8.6% over the past four years. Over the same period, the share of ultra-wealthy families and educated urbanites in the restaurant’s captured market declined, while the share of young professionals and urban low income consumers increased. Wider audiences, of course, means broader appeal – and more people getting addicted to Shake Shack’s delicious offerings.
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Wingstop, for its part, has pursued a somewhat different strategy. Positioned as an affordable eatery straddling the space between fast food and fast-casual, Wingstop draws less well-to-do consumers. Combining foot traffic data with demographics from STI’s PopStats shows that the median HHI of Wingstop’s captured market came in at $62.1K in Q4 2023, well below the nationwide baseline of $69.5K.
But despite targeting a demographic with less discretionary income, Wingstop has carved out a niche for itself as a to-go dining destination for people seeking the perfect place to sit down to a nice, big meal with the family. In Wingstop’s four biggest markets – Texas, California, Florida, and Illinois – the chain’s trade areas featured more persons per household than the statewide averages in Q4 2023. And Wingstop’s captured markets were also over-indexed for families with children – showing that parents are particularly likely to pay the restaurant a visit.
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Though food prices have stabilized and consumer confidence has begun to recover, last year ended on a tough note for restaurants. But while the category as a whole has yet to fully regain its footing, chains like Shake Shack and Wingstop are finding success by leaning into evolving consumer demand.
Will cooling inflation kickstart a dining revival? And what does the rest of 2024 have in store for Shake Shack and Wingstop?
Follow Placer.ai to find out.
In today’s retail landscape, consumer behavior is influenced by a multitude of factors, directly impacting the success of products and brands. This report explores the latest trends in value perception, shopping behavior, and media consumption that impact which brands consumers are most likely to engage with – and how.
In the apparel space, consumers continue to prioritize value and unique merchandise.
Analysis of visits to various apparel categories reveals a steady increase in the share of visits going to off-price retailers and thrift stores at the expense of traditional apparel chains.
And the popularity of off-price chains and thrift stores appears to be widespread across multiple audience segments. Analyzing trade area data with the Experian: Mosaic psychographic dataset reveals a clear preference for second-hand retailers among both younger (ages 25-30) and older (51+) consumer segments. Meanwhile, middle-class parents aged 36-45 with teenagers – the “Family Union” segment – are significantly more likely to shop at off-price apparel stores, highlighting their emphasis on buying new, while saving both time and money.
This suggests that the powerful blend of treasure-hunting and deep value, central to both the off-price and thrift experiences, is driving traffic from a variety of audiences, and that other industries could benefit from combining affordability with the allure of unique products.
Diving deeper into the location intelligence for the apparel space further highlights thrift and off-price’s broad appeal – and that a combination of quality and price motivates consumers to visit different retailers.
Between 2019 and 2024, the share of Bloomingdale’s, Saks Fifth Avenue, Neiman Marcus, and Nordstrom visitors that also visited a Goodwill or Ross Dress for Less increased significantly.
And while this could mean that the current economic climate is causing some higher-income consumers to trade down to lower-priced retailers, it could also be that consumers are prioritizing sustainability and seeking value in terms of “bang for their buck” – shopping a combination of retailers depending on the cost versus quality considerations for each purchase.
Consumers increasingly expect to shop on their own terms, opting for a more flexible shopping experience that blurs the lines between traditional retail channels and categories.
Superstores and warehouse stores, for example, often evoke the image of navigating aisle after aisle of nearly every product imaginable – a time-consuming endeavor given the sheer size of their stores. But the latest location intelligence shows that more consumers are turning to these retailers for super-quick shopping trips.
Between 2019 and 2024, the share of visits lasting less than ten minutes at Target, Walmart, BJ’s Wholesale Club, Sam’s Club, and to a lesser extent Costco, rose steadily – perhaps due to increased use of flexible BOPIS (buy online, pick-up in-store) and curbside pick-up options. These stores may also be seeing a rise in consumers popping in to grab just a few items as-needed or to cherry-pick particular deals to complement their larger online shopping orders.
This trend highlights the demand for frictionless store experiences that allow visitors to conveniently shop or pick up orders even at large physical retailers.
And the breaking down of traditional retail silos isn’t limited to big-box chains. Diving into the data for quick service restaurants (QSR), fast casual chains, and grocery stores indicates that more consumers are also looking for new ways to grab a convenient bite.
Since 2019, grocery stores have been claiming an increasingly large share of the midday short visit pie – i.e. visits between 11:00 AM 3:00 PM lasting less than ten minutes – at the expense of QSR chains. This suggests that consumers seeking quick and affordable lunches are increasingly turning to grocery stores to pick up a few items or take advantage of self-service food bars. Notably, the rise in supermarket lunching hasn’t come at the expense of fast-casual restaurants, which have also upped their quick-service games – and have seen a small increase in their share of the quick lunchtime crowd over the past five years.
While some of QSR’s relative decline in short lunchtime visits could be due to discontent with rising fast-food prices, it’s clear that an increasing share of consumers see grocery and fast-casual chains as viable options during the lunch rush.
In 2025, tapping into hot trends and creating viral moments are among the most powerful tools for amplifying promotions and driving foot traffic to physical stores.
Retailers across categories have successfully harnessed the power of pop culture collaborations to generate excitement – and visits – by leaning into trending themes. On October 8th, 2024, for example, Wendy’s launched its epic Krabby Patty Collab, inspired by the beloved SpongeBob franchise. And during the week of the offering, the chain experienced a remarkable 21.5% increase in foot traffic compared to an average week that year.
Similarly, Crumbl – adept at creating buzz through manufactured scarcity – sparked a frenzy with the debut of its exclusive Olivia Rodrigo GUTS cookie. Initially available only at select locations near the artist’s concert venues, the cookie was launched nationwide for a limited time from August 19th to 24th, 2024. This buzz-driven release resulted in a 27.7% traffic surge during the week of the launch, as fans rushed to get a taste of the star-studded treat.
And it’s not just dining chains benefiting from these pop-culture moments. On February 16th, 2025, Bath & Body Works launched a Disney Princess-inspired fragrance line, perfect for fans of Cinderella, Ariel, Belle, Jasmine, Moana, and Tiana. The collaboration resonated, fueling a 23.2% visit spike for the chain.
While tapping into existing pop-culture trends has the ability to drive traffic, so does creating a new one. Analysis of movie theater visits on National Popcorn Day (Sunday, January 19th, 2025) shows how initiating a trend can spur social media engagement and impact in-person traffic to physical retail spaces.
National Popcorn Day was a successful promotional holiday across the movie theater industry in 2025. Both Regal Cinemas and AMC Theatres offered popcorn-based promotions on the day, but Cinemark’s “Bring Your Own Bucket” campaign, in particular, appears to have spurred a significant foot traffic boost during the event.
Visits to Cinemark on National Popcorn Day in 2025 increased 57.5% relative to the Sunday visit average for January and February 2025, as movie-goers showed off their out-of-the-bucket popcorn receptacles on social media. Clearly, by starting a trend that invited creativity and expression, Cinemark was able to amplify the impact of its National Popcorn Day promotion.
Location intelligence illuminates some of the key trends shaping consumer behavior in 2025. The data reveals that value-driven shopping, demand for flexibility across touchpoints, and the power of unique retail moments have the power to drive consumer engagement and the success of retail categories, brands, and products.
Placer.ai observes a panel of mobile devices in order to extrapolate and generate visitation insights for a variety of locations across the U.S. This panel covers only visitors from within the United States and does not represent or take into account international visitors.
Downtown districts in the nation’s major cities attract domestic travelers all year long with their iconic sights, lively entertainment, and diverse dining offerings. But each hub follows its own rhythm, shaped by distinct seasonal peaks and dips in visitor flow.
This white paper examines downtown hotel visitation patterns in four of the nation’s most popular destinations for domestic tourists: Miami, Chicago, New York, and Los Angeles. Focusing on 20 downtown hotels in each city, the analysis explores seasonal variations in domestic travel, city-specific dynamics, and differentiating factors.
Domestic tourism has rebounded strongly in recent years, and hotels in Miami and Chicago have been the biggest beneficiaries. In 2024, visits to analyzed hotels in each of these cities’ downtown areas grew by 8.9% and 7.4%, respectively, compared to 2023. Meanwhile, hotels in downtown and midtown Manhattan saw a more modest 2.0% increase, while Los Angeles experienced a slight year-over-year (YoY) decline in downtown hotel visits.
One factor that may be driving Miami and Chicago’s stronger performance is their higher proportion of long-distance visitors, defined as those visiting from over 250 miles away. Miami remains a top destination for snowbirds and spring breakers, while Chicago serves as a cultural and entertainment hub for the sprawling Midwest. These long-distance leisure travelers may be more likely to splurge on downtown hotel stays during their trips, helping drive hotel visit growth in the two cities.
By contrast, hotels in the Los Angeles and Manhattan city centers drew lower shares of domestic travelers coming from less than 250 miles away. These shorter-haul domestic tourists may be less likely to splurge on downtown hotels than those taking longer vacations. Both cities are also surrounded by numerous regional getaway options that can draw long-haul leisure travelers away from their downtown cores.
Each of the four analyzed cities has its own unique ebbs and flows – and city center hotel visits reflect these patterns. Miami, with its warm, sunny climate, experiences influxes of tourists during the winter and spring, with March seeing the biggest jump in downtown hotel visits last year (13.0% above the monthly visit average). Chicago, which thrives in the summer with its many festivals and events, saw its biggest downtown hotel visit bump in August. Meanwhile, Manhattan experienced a major uptick in December, likely fueled by holiday tourism and New Year celebrations, and Los Angeles visits were highest in the summertime.
What drives these seasonal visit peaks? Miami has long been a top tourism destination, especially in early spring, when snowbirds and spring breakers flock to the city for sun and relaxation. In recent years, the city has seen a rise in short-term domestic tourism, suggesting that the city is becoming increasingly popular for weekend getaways. According to the Placer.ai Tourism Dashboard, the share of domestic tourists staying just one or two nights grew from 71.7% in March 2022 to 78.3% in March 2024.
This shift aligns with an impressive increase in the magnitude of downtown Miami’s springtime hotel visit peak: In March 2022, visits to downtown hotels were 5.0% above the monthly average for the year, a share that more than doubled by 2024 to 12.9%.
These numbers may mean that more people are choosing to head to Miami for a quick break from the cold – and staying in downtown hotels to make the most of their short getaway.
Chicago’s major August visit spike was likely driven by the Windy City’s impressive lineup of major summer festivals, from Lollapalooza to the Chicago Air and Water Show, which draw thousands of attendees from across the country.
Lollapalooza fueled the largest visit spike to the city – between Thursday, August 1st and Sunday, August 4th, visits to downtown Chicago hotels surged between 51.1% and 63.8% above 2024 daily averages for those days of the week. The Air and Water Show and the Chicago Jazz Festival also generated significant hotel visit increases – highlighting the boost these events bring to the city’s tourism and hospitality sector.
The Big Apple draws a diverse mix of visitors throughout the year. But in December – the city’s peak tourist season – visitors pour in from all over the country to skate in Rockefeller Center, browse Fifth Avenue’s festive window displays and experience the city’s unique holiday magic.
And analyzing data from hotels in midtown and downtown Manhattan reveals a striking shift in the types of visitors who stay in the heart of NYC during the holiday season. While visitors from other urban centers dominated downtown hotel stays throughout most of the year – accounting for 47.9% of visits from January to November 2024 – their share dropped to 42.0% in December 2024. Meanwhile, the share of guests from suburban areas and small towns rose from 37.3% to 41.0%, and the share of guests from rural and semi-rural areas nearly doubled, from 3.5% to 6.1%.
These patterns suggest that, though Manhattan typically attracts a wide range of visitors, the holiday season is uniquely appealing to tourists from smaller towns and suburban areas. Understanding these trends can provide crucial context for hotels and civic stakeholders alike as they work to maximize the opportunities presented by the city’s December visit surge.
Los Angeles hotels also experience significant demographic shifts during peak season. In July, visits to downtown LA hotels surged by 15.3% relative to the 2024 monthly visit average. And a closer look at audience segmentation data suggests a corresponding surge in the share of "Flourishing Families" – an Experian: Mosaic segment consisting of affluent, middle-aged households with children. Throughout the year, "Flourishing Families" comprised between 7.7% and 8.7% of the census block groups (CBGs) driving visits to downtown LA hotels. But in July, this share jumped to 9.9%.
These families may be taking advantage of summer vacations to enjoy Los Angeles’ cultural attractions and entertainment. Hotels and city stakeholders who understand the appeal the city holds for this demographic can better cater to them through family-friendly promotions and strategic marketing efforts to target these households.
Downtowns are making a comeback – and hotels in the heart of the nation’s major tourist hubs are reaping the benefits. By understanding who frequents these downtown hotels and when, local businesses and civic leaders can optimize their resource management and strategic planning to make the most of these opportunities.
The New York office scene is buzzing once again, as companies from JPMorgan to Meta double down on return-to-office (RTO) mandates. But just how did New York office foot traffic fare in 2024? How did Big Apple office foot traffic compare to that of other major business hubs nationwide? And how is New York’s office recovery impacting post-COVID trends like the TGIF work week? Are office visits still concentrated mid-week, or are people coming in more on Fridays and Mondays? And how has Manhattan’s RTO affected local commuting patterns?
We dove into the data to find out.
In 2024, New York City cemented its position as the nationwide leader in office recovery. Thanks in part to remote work crackdowns by banking behemoths like Goldman Sachs, Morgan Stanley, and JPMorgan, visits to NYC office buildings in 2024 were just 13.1% below pre-pandemic (2019) levels.
For comparison, Miami’s office foot traffic remained 16.2% below pre-pandemic levels, while Atlanta, Washington D.C., and Boston saw significantly larger gaps at 28.6%, 37.8%, and 43.9%, respectively.
Perhaps unsurprisingly given the Big Apple’s robust year-over-five-year (Yo5Y) recovery, the pace of year-over-year (YoY) visit growth to NYC office buildings was somewhat slower in 2024 than in other major East Coast business centers. Still, New York’s YoY office recovery rate of 12.4% outpaced the nationwide baseline, and came in just slightly below Washington, D.C.’s 15.2% and Atlanta’s 14.6%.
Interestingly, New York’s return to office has not led to a significant retreat from the TGIF work week that emerged during COVID. In 2024, just 11.9% of weekday (Monday to Friday) visits to NYC offices took place on Fridays – only slightly more than the 11.5% recorded in 2023 and significantly below the pre-pandemic baseline of 17.2%.
Meanwhile, Monday has quietly regained its footing as the dreaded start of the New York work week. After dropping significantly in 2022 and 2023, the share of weekday office visits taking place on Mondays rebounded to 18.2% in 2024 – just slightly below 2019’s 19.5%. Still, Tuesday remained the Big Apple’s busiest in-office day of the week last year, accounting for nearly a quarter (24.6%) of weekday NYC office foot traffic.
And diving into Yo5Y data for each day of the work week shows just how much New York’s overall recovery is driven by mid-week visits – and especially Tuesday ones. In 2024, Friday visits to NYC office buildings were down 40.2% compared to 2019. But on Tuesdays, visits were essentially on par with pre-pandemic levels (-0.3%), even as nationwide office visits remained 24.6% below 2019.
Another post-COVID trend that has shown staying power in New York is the growing share of office visits coming from employees who live nearby. As hybrid schedules become the norm, it seems that those commuting more frequently are often just a short subway ride -or even a stroll- away.
The share of NYC office workers coming from less than five miles away, for example, has risen steadily since COVID, reaching 46.0% in 2024. Over the same period, the share of workers coming from 5-10 miles, 10-15 miles, or 25+ miles away has declined.
Looking at commuting trends across the East Coast helps put New York City’s shift into perspective. In 2019, NYC’s share of nearby commuters was on par with Washington, D.C. and slightly below Boston. But while both cities experienced moderate increases in local commuters between 2019 and 2024, New York pulled ahead, outpacing all other analyzed cities in its share of nearby office workers last year.
Miami and Atlanta – two other standout cities in office recovery – also saw significant growth in the percentage of short-distance commuters over the past five years. This trend underscores a broader shift: As hybrid work reshapes commuting habits, employees across multiple markets are more likely to go into the office if they live nearby, reducing reliance on long-haul commutes.
As the nation’s office recovery leader, New York offers a glimpse into what other cities can expect as office visitation rates continue to improve. Even at just 13.1% below pre-pandemic levels, NYC office visit levels continue to rise. And as recovery nears completion, trends that took hold during COVID remain firmly entrenched.
