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Amid rising housing costs and shifting consumer lifestyles, self-storage has emerged as a go-to solution for many Americans. We dove into the data to take the pulse of the market in Q1 2025 – and uncover the audience segments behind the industry’s ongoing growth.
Visits to leading self-storage companies have been on a steady growth trajectory since 2019. During the pandemic, storage utilization surged as many Americans relocated or stored items to free up space for home offices or DIY projects. Since then, high prices and interest rates appear to have further fueled demand, with some households likely deferring space-adding renovations or larger home purchases.
In Q1 2025, visits to Public Storage and CubeSmart were up 24.7% and 30.7%, respectively, compared to a Q1 2019 baseline. Extra Space Storage – which substantially expanded its unit count following its 2023 acquisition of Life Storage – saw visits surge 98.3% over the same baseline. And year over year (YoY), all three chains posted foot traffic growth, partly driven by continued expansion.
The baseline visit analysis also reveals a distinct seasonal pattern in self-storage usage patterns. Each year, visits to self-storage chains peak in Q2 and Q3 (April through September), aligning with spring cleaning, home improvement prime time, and moving season. Then in Q1, visits drop as people stay indoors during winter – likely also making fewer trips to access recreational gear and vehicles in storage.
Who are the consumers driving self-storage visit growth? Looking at the demographic characteristics of Extra Space Storage, Public Storage, and CubeSmart’s visitor bases reveals a common consumer profile across chains. In Q1 2025, the captured markets of all three chains had nearly identical median household incomes (HHIs), very close to the nationwide baseline of $79.6K. Their markets were also disproportionately urban, with higher-than-average shares of renter-occupied and multi-unit housing – all groups more likely to need extra storage space.
Still, as the self-storage market has grown, industry leaders have grown their presence in more affluent suburban markets. Between Q1 2019 and Q1 2025, Extra Space Storage’s share of “Wealthy Suburban Families” rose from 9.1% to 10.1% – slightly above the nationwide baseline of 9.6%. Meanwhile, Public Storage’s share of this segment increased from 8.8% to 9.8%, and CubeSmart’s share remained steady at 10.1%. A similar pattern emerged for “Upper Suburban Diverse Families”, with all three chains at or above the nationwide segment baseline of 9.0% by Q1 2025.
This small but perceptible shift may reflect rising demand from households where adult children are increasingly staying at home or returning after college, prompting a need for additional storage. Spare rooms once used for storage may also be increasingly repurposed into home offices, studios, or workout spaces in the wake of hybrid work trends.
Known for resilience in the face of economic headwinds and uncertainty, the self-storage space appears well-positioned to continue to thrive. How will the segment evolve in the years and months ahead?
Follow Placer.ai/anchor to find out.

Romance novels have long been the unsung heroes of the publishing industry, consistently driving significant sales and topping bestseller lists year after year. And now, the category is getting its moment in the spotlight. Independent bookstores specializing in romance and fantasy are popping up across the country, connecting romance readers with the books they love in a setting exclusively dedicated to them.
We took a look at one recent addition to the romance bookstore world – The Ripped Bodice in Brooklyn, New York – to see what visitation trends reveal about the value of specialty stores in an environment increasingly dominated by general retailers.
The romance category has long been a quiet literary powerhouse – and now, the segment is getting its moment to shine. The rise of “BookTok” has helped propel the category into the spotlight, and independent, romance-centered bookstores are thriving. The Ripped Bodice is one such store: The first one opened in Culver City, CA in 2016, and the second in Brooklyn, NY in 2023. The Ripped Bodice’s Brooklyn location is located within two miles of two Barnes & Noble locations, so comparing visitation trends at the three stores highlights the value that the specialty bookstore adds to the book-centered retail landscape.
Location analytics reveal that visitors to The Ripped Bodice are much more likely to travel long distances to reach the store, with nearly half coming from over 50 miles away. In contrast, the two nearby Barnes & Noble stores saw just 4.8% and 8.6% of their visitors traveling from that distance. This suggests that the bookstore’s unique offerings make it something of a destination for romance lovers. Some vacationers visiting the area may include The Ripped Bodice as a must-see attraction, while others may make a dedicated journey just to explore its curated collection of romance novels.
The Ripped Bodice also attracts more weekend visits than nearby Barnes & Nobles. Over the past 12 months, almost half of visits to the niche bookstore – 48.8% – occurred on Saturdays and Sundays. In contrast, the two nearby Barnes & Noble locations received most of their visits on weekdays, with just 24.4% and 34.2% of their visits taking place on Saturdays and Sundays.
The contrasting weekend traffic trends highlight the unique value that specialized bookstores hold for niche hobbyists. In this case, romance enthusiasts seem to treat a trip to The Ripped Bodice as an activity in and of itself, prioritizing weekend visits to browse, connect with fellow readers, and enjoy a dedicated space for their favorite books and authors.
Further analysis of visitor behavior at The Ripped Bodice and nearby Barnes & Noble locations reveals how the specialized bookstore fosters a sense of community and encourages customers to linger.
On average, visitors to The Ripped Bodice spent 39 minutes in the store – soaking up the special ambiance or participating in the bookseller’s frequent events. In contrast, visitors to the Barnes & Noble on 7th Ave. – which unlike The Ripped Bodice, has an on-site cafe – stayed for an average of 37 minutes, while visitors to the location on Atlantic Ave. lingered for just 32 minutes.
The Ripped Bodice’s longer dwell times serve as a reminder of the value retailers can find in catering to niche interests. Specialized stores often create an environment where customers feel comfortable spending more time, allowing for greater product discovery and stronger loyalty. Retailers of all sizes can consider offering more specialized experiences within their stores to create inviting spaces that encourage exploration among diverse customer groups.
The visitation patterns at The Ripped Bodice can be read as a story of one retailer – but it can also offer insights into the value of catering to niche hobbies. When retailers provide consumers with a dedicated space to explore and deepen their interests, they open up opportunities for success.
Visit Placer.ai for more data-driven retail insights.

We dove into the visit data to see how Starbucks, Dunkin,’ and Dutch Bros are faring in Q1 2025.
Affordable luxuries like coffee tend to do well in times of rising prices and heightened budget-consciousness. So it should come as no surprise that visits to coffee chains have been on the rise recently, with overall traffic to the category up 1.8% year-over-year (YoY) in Q1 2025. Much of the increase can be attributed to the aggressive expansions of small and medium coffee chains such as Dutch Bros (13.4% YoY increase in visits in Q1 2025), Scooter’s Coffee (+15.3% YoY) and 7 Brew Coffee (+87.3%).
Meanwhile, visits to coffee leaders Starbucks and Dunkin’ remained relatively stable – falling by just 0.9% and 1.6%, respectively, in line with the wider QSR Q1 2025 YoY visit gap of 1.6%. Contrasting the growth of smaller coffee chains with Starbucks and Dunkin’s minor traffic dips may suggest that consumers prefer to spend their limited discretionary funds on unique or decadent treats instead of on classic drinks and pastries.
But despite the rapid growth of smaller coffee chains, Starbucks continues to dominate the coffee category, receiving over half of combined visits to Starbucks, Dunkin’, Dutch Bros, Scooter’s Coffee, and 7 Brew Coffee. At the same time, though, Starbucks’ stronghold on the category may be loosening slightly – the Seattle-based coffee giant’s relative visit share fell from 55.8% in Q1 2024 to 51.2% in Q1 2025 as smaller chains continued growing and expanding.
The cross-visitation data also highlights Starbucks’ dominance. In Q1 2025, the majority of visitors to most other coffee chains (51.3% of Dunkin’ visitors, 65.7% of Dutch Bros, and 58.4% of 7 Brew visitors) also visited a Starbucks in the same period. Meanwhile, only 27.4% of Starbucks consumers went to Dunkin’ and 16.4% went to Dutch Bros during the analyzed period, with even smaller shares going to Scooter’s and 7 Brew. So while the smaller chains are clearly making inroads into the coffee market, Starbucks still commands a strong central position, attracting a majority of coffee-goers and enjoying significant loyalty.
Despite the ongoing expansion of Dutch Bros and the rise of smaller coffee chains, Starbucks continues to dominate the U.S. coffee category.
For more data-driven dining insights, visit placer.ai/anchor.

Fueled by customer demand for quality, convenience, and value, CAVA and sweetgreen are cementing their place as leaders in the fast-casual space. The two chains have seen impressive growth over the past few years, adding new locations to keep up with growing demand.
We took a look at their performance over the years to see what might be driving their continued rise.
While the fast-casual dining sector as a whole experienced a slight slowdown in Q1 2025, likely driven by continued budgetary concerns among diners, CAVA and sweetgreen are thriving. The two chains are squarely in expansion mode – and their impressively elevated foot traffic numbers strongly suggest that customers are highly receptive to both chains’ offerings.
In Q1 2025, visits to CAVA were 19.8% higher than in Q1 2024, while Sweetgreen saw its visits increase by 11.1%. In contrast, the wider fast-casual space experienced a visit slowdown of 0.1% during the same period, serving as a reminder of the challenges facing the segment.
Diving into audience segmentation data for both chains provides greater insight into the expansion strategies underlying their strong performance in recent years.
CAVA, which grew from a single location in Maryland to 367 restaurants at the end of 2024, has employed a suburban-focused growth strategy that has brought the chain to a wider audience than ever. The median household income of CAVA’s trade areas has been steadily dropping over the years. And a closer look at shifts in the psychographic segments that make up its visitor base suggests that the chain is reaching new suburban audiences.
Between Q1 2022 and Q1 2025, CAVA steadily broadened its reach among the working and middle-class “Blue Collar Suburbs” and “Suburban Boomers” consumer segments. During the same period, it also gained more traction with the affluent “Upper Suburban Diverse Families” segment – while holding on to its substantial share of “Wealthy Suburban Families.” This suggests that, even as CAVA expands its reach among a wider range of suburban visitors, it has maintained its core audience. While a substantial portion of wealthy customers remains, the chain has effectively opened itself up to a larger and more diverse pool of visitors.
Similarly, sweetgreen has also been increasing its presence in suburban markets. The chain, which leans heavily into automation to improve visitor experience, has made suburban expansion a cornerstone of its strategy – and examining the geographic data clearly demonstrates this shift.
In Q1 2022, 31.3% of sweetgreen’s trade areas were made up of consumer segment groups belonging to the “Suburban Periphery” – defined by the Esri: Tapestry Segmentation dataset as commuter-oriented suburbs with access to major cities and their amenities. But by Q1 2025, this share rose sharply, to 42.2%. Over the same period, the share of “Principal Urban Centers” in sweetgreen’s trade areas dropped from 50.0% to 26.8%.
CAVA and sweetgreen are thriving, seemingly driven by their pushes into suburban markets.
Will the two chains continue to experience visit growth as Q2 gets underway?
Visit Placer.ai to find out.

Despite its recent release, Sinners has already generated significant buzz with overwhelmingly positive early reviews and a box office performance likely to break records as the best performing R-rated April release ever. The movie has also helped movie theaters maintain their strong momentum created by the success of A Minecraft Movie.
When Captain America: Brave New World was released on February 14th 2025, the movie drove a 37.0% increase in movie theater visits relative to the YTD (January 6th to April 20th 2025) weekly average. But visits quickly fell following the release week, and movie theater traffic was down 31.1% compared to the YTD average two weeks later.
Meanwhile, A Minecraft Movie led to a 88.6% spike in visits relative to the YTD average on the week of its release, likely thanks to the significant advertising and promotional activities in anticipation of the opening. But traffic was already beginning to fall when Sinners opened on April 18th – and the supernatural thriller helped slow the visit drop: Visits were 13.1% lower over the week of April 7th – April 13th compared to the week of March 31st to April 6th, but only dropped 7.2% week-over-week during the week of the Sinners release, when movie theater traffic stayed 52.1% above YTD weekly visit levels.

Quick-Service Restaurant (QSR) brands operate in a fast-paced industry of shifting consumer preferences, and palate-pleasing promotions are one of the ways QSRs drive traffic in the face of evolving demand for value and innovation. Using the latest location intelligence, we analyzed RBI, Yum! Brands, and other top QSRs, to explore their Q1 2025 performance and several promotions that had a significant foot traffic impact.
QSRs faced challenges in the early months of 2025, leading to a Q1 YoY foot traffic decline of 1.6% for the category as a whole. Analyzing the companies' domestic portfolios reveals that traffic to Yum! Restaurants increased 2.9% YoY, bolstered by Taco Bell’s strong performance, while RBI’s traffic fell 3.4% YoY. Wingstop experienced the greatest foot traffic growth of the QSRs analyzed (+4.3%) while Wendy’s saw the sharpest traffic declines (-4.6%).
Zooming in on weekly visits (since March 2025) highlights the foot traffic impact of several QSR promotions – which often cause fanfare during their initial launch.
KFC’s new bucket meal seems to have provided a YoY visit lift for the Yum! chain during the week of March 17th, while visits to Popeyes, an RBI chain, have remained elevated since the week of March 31st, likely due to the launch of the restaurant’s April Fools no-joke pickle menu. But it was Wingstop that stole the visit-spike show with a 22.9% YoY boost during the week of March 24th, 2025 – as eager customers flocked to the chain to redeem T-Mobile’s one-day-only $0.01 chicken tender reward.
And zooming in on daily visit fluctuations to Wingstop during Q1 2025 shows that the T-Mobile tender deal didn’t provide the only one-day visit boost. On Super Bowl Sunday (February 9th, 2025), Wingstop’s traffic was 56.8% above the daily average for Q1 2025, as wings were once again a party favorite.
Taco Bell’s Q1 2025 YoY foot traffic growth stood out among the analyzed QSRs, and diving into visitor frequency data shows that the chain has been attracting an increasing number of repeat visitors.
Between October 2024 and March 2025, the number of frequent visitors to Taco Bell – those who visited at least twice during the month – rose consistently YoY, even as the number of casual visitors decreased or rose only slightly. But in January 2025, Taco Bell saw a significant 11.7% YoY surge in frequent visitors – many of whom may have been attracted to the chain’s revamp of the Luxe Cravings Box to kick off the year.
Despite overall challenges in the QSR segment, strategic promotions contributed to significant foot traffic gains for several brands. Wingstop and Taco Bell were two of the biggest visit winners in Q1, highlighting the impact of both one-day deals and extended offers.
For more data-driven dining insights, visit Placer.ai.

New year, new retail opportunities. And though 2023 is firmly in the rearview mirror, the economic headwinds that characterized much of the year have yet to fully dissipate. But every challenge also brings with it new opportunities, and many retailers are adapting to meet their customers' changing wants and needs.
This white paper analyzes location intelligence for 10 brands poised to succeed in 2024. Some, like low-cost apparel and home furnishing stores, are benefitting from consumer trade-down. Others are expanding into rural or suburban areas to meet customers where they are. Read on for some of 2024’s retail winners.
Until around four years ago, New Balance sneakers were commonly seen on the feet of suburban dads – not exactly a recipe for high fashion. But all that began to change in 2019 when the company began collaborating with Teddy Santis, who eventually became New Balance’s creative director. Since then, the brand’s popularity has surged among Gen Z and X and is now one of the fastest-growing sneaker companies in the industry, despite the increasing competition in sneaker space. In 2023, foot traffic to New Balance stores grew 3.3% year-over-year (YoY) and the brand has firmly established itself as ultimate retro cool.
Diving into the demographics of New Balance stores’ captured market trade area reveals the success of the chain’s rebranding. In 2023, New Balance’s trade area included larger shares of “Ultra Wealthy Families,” “Young Professionals,” and “Educated Urbanites” than the average shoe store’s trade area – highlighting New Balance’s successful reinvention as a brand for the young and hip.
The home improvement space is dominated by Lowe’s and Home Depot – but Harbor Freight Tools is quickly making a name for itself as a go-to destination for affordable tools and supplies.
Over the past few years, Harbor Freight Tools has expanded rapidly, with many of its new stores opening in smaller towns and cities. And the expansion appears to be paying off, with visits up YoY during every month of 2023. And although the chain is now operating with a significantly larger store fleet, the average number of visits per venue has generally increased – indicating that the company is expanding into markets where it is meeting a ready demand.
Over a decade after Mackelmore dropped his smash hit “Thrift Shop” in 2012, second-hand stores are still enjoying their time in the limelight. Shoppers, driven by a desire to reduce waste, find unique styles, and to save a few dollars at the till, continue to flock to thrift stores. And Winmark Corporation, which operates five secondhand goods chains – including apparel brands Plato’s Closet (young adult clothes), Once Upon a Child (children's clothes and toys), and Style Encore (women's clothing) – has benefited from the strong demand. Visits to the three Winmark clothing banners increased an average of 5.3% YoY in 2023.
The median household income (HHI) in the trade areas of Winmark’s apparel chains tends to be lower than the median HHI in the wider apparel category – so budget-conscious consumers are driving at least some of the company’s growth. With more consumers looking for ways to cut back on spending in 2024, the demand for second-hand clothes is expected to grow even further – and Winmark is likely to continue reaping the benefits.
HomeGoods, a treasure hunter's dream, is the discount home furnishing retailer owned by off-price retail giant TJX Companies. The chain, which operates over 900 brick-and-mortar stores, recently closed its e-commerce platform to focus on its physical locations – where foot traffic grew 6.0% between 2023 and 2022.
HomeGoods carries kitchen and home decor items along with furniture, and may be benefiting from the relative strength of the houseware segment, driven in part by an increase in at-home entertainment. And in a surprising twist, this low-cost retailer attracts more affluent visitors than visitors to the home furnishing segment overall. The median household income (HHI) in HomeGoods’ trade area stood at $84.7K/year compared to a $78.5K median HHI in the trade area of the average home furnishing chain. As economic uncertainty and the resumption of student loan payments impact consumers, wealthier shoppers seeking a budget-friendly home refresh are likely to continue choosing HomeGoods over pricier alternatives.
Florida-based Bealls, Inc., which got its start as a small town five-and-dime in 1915 in Bradenton, Florida, now operates over 600 stores across the country. The company, which saw an impressive 9.0% YoY increase in visits in 2023, recently consolidated its two largest banners – Burkes Outlet and Bealls Outlet – under the Bealls name.
One reason for Bealls’ success could be its appeal to rural consumers. Over the past five years, the share of households falling into Spatial.ai: PersonaLive’s “Rural Average Income” segment has steadily increased, growing from 12.6% in 2019 to 15.1% in 2023. With rural shoppers continuing to command ever-more attention from retailers, the increase in visits from this segment bodes well for Bealls in 2024.
Ollie’s Bargain Outlet was built for this economy. The chain saw a 13.0% YoY increase in visits in 2023, thanks in part to its popularity among a wide array of budget-conscious consumers. Ollie’s has found success with rural shoppers while maintaining its appeal among value-oriented suburban segments – and the chain’s diverse audience base seems to be setting it apart from other discount retailers.
A closer look at the chain’s captured market data, layered with the Spatial.ai: Personalive dataset, reveals that Ollie’s trade area includes larger shares of the “Blue Collar Suburbs” and “Suburban Boomer” segments when compared to the wider Discount & Dollar Stores category. As the chain plots its expansion, focusing on suburban and rural areas may help Ollie’s meet its customers where they are.
Trader Joe’s has managed to do what few stores can. The company does not invest in marketing, has no online shopping options, and loyalty programs? Forget about it. But despite this unusual approach to running a business, the California native has enjoyed consistent success over the years, with a 12.4% YoY increase in visits in 2023.
Trader Joe’s is particularly popular among younger shoppers, perhaps thanks to the company’s focus on sustainability and social responsibility – as well as its famously low prices. Analyzing the chain’s trade area using the AGS: Panorama dataset reveals that Trader Joe’s attracts more “Emerging Leaders” and “Young Coastal Technocrats” (segments that describe highly educated young professionals) than the average grocery chain. With Gen Z particularly concerned about putting their money where their mouth is, Trader Joe’s is likely to sustain its momentum in 2024 and beyond.
Convenience stores are growing up and evolving into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one c-store redefining what a convenience store can be. The chain, which announced a merger with Dom’s Kitchen in November 2023, offers an upscale convenience store experience and is particularly known for including local brands in its product assortment as well as its excellent wine curation and dining options.
Visitors to the chain were significantly more likely to fall into AGS: Behavior & Attitudes dataset’s “Wine Drinker” or “Nutritionally Aware” segments than visitors to nearby convenience stores. The company plans to ramp up store openings, particularly in the suburbs, where convenience and a good bottle of wine might just find the perfect home as a welcome distraction from the daily grind.
Jersey Mike’s is one of the fastest-growing franchise dining chains in the country, operating over 2,500 locations in all 50 states. The sandwich chain has seen its popularity take off over the past few years, with 2023 visits up 14.1% YoY and plans to open 350 new stores in 2024.
The company has long prioritized affluent class suburban customers – and visitation data layered with the Experian: Mosaic dataset reveals that Jersey Mike’s has indeed succeeded in attracting this audience. The percentage of “Booming with Confidence” and “Flourishing Families” (both affluent segments) in Jersey Mike’s trade area was larger than in the trade areas of the average sub sandwich chain. As Jersey Mike’s continues its expansion, focusing on suburban areas may continue to serve the chain well.
The East Coast may not be the first region that pops to mind when thinking about tropical smoothies – but New Jersey-based Playa Bowls is making it work. The company was founded by avid surf enthusiasts determined to bring the flavors of their favorite surfing towns stateside.
Playa Bowls has enjoyed strong visit numbers in 2023, with overall visits up 23.0% and average visits per venue up 17.1% YoY – and part of the chain’s success may be driven by its ability to draw wealthier customers to its stores. The Experian: Mosaic dataset reveals that the “Power Elite” segment is overrepresented in the company’s trade areas: The share of households falling into that segment from Playa Bowl’s captured market exceeded their share in the company’s potential market. As the chain continues expanding its domestic footprint, it seems to have found its niche among a wealthy customer base.
The past year saw a wide range of challenges facing brick-and-mortar retailers as economic fears continued to shake consumer confidence. But there are plenty of bright spots as the new year gets underway. These ten brands prove that the retail world never stands still, and that the next opportunity is just around the corner.

Sports leagues like the NBA, NFL, and MLB boast billion-dollar revenues – and the venues where these games unfold hold significant commercial potential in their own rights. Many stadiums host concerts and other shows in addition to regularly held sporting matches and can accommodate tens of thousands of spectators at once – creating massive retail, dining, and advertisement opportunities.
This white paper analyzes location intelligence metrics for some of the biggest stadiums across the country to reveal the commercial potential of these venues beyond simple ticketing revenue. Where do visitors of various stadiums like to shop? Do specific sporting and cultural events impact the nearby restaurant scene differently? How can stadium operators, local businesses, and advertisers tailor their offerings to a stadium’s particular audience and make the most of the stadium and the space throughout the year?
We take a closer look below.
The three major sports leagues – the National Basketball League (NBA), Major League Baseball (MLB), and the National Football League (NFL) – play at different points of the year, and the number of games each league holds during the season also varies.
MLB leads in game frequency, with each team playing 162 games during the regular season, which runs approximately from April through September. Basketball season is also around six months – roughly from mid-October to mid-April – but each NBA team plays only 82 games a season. And the NFL has both the shortest season – 18 weeks running from early September to early January (with the pre-season starting in August) – and the fewest number of matches per team. Understanding the monthly visitation patterns for the various types of stadiums can help advertisers, stadium operators, and other stakeholders ensure that they are leveraging the full potential of the venue throughout the year.
Unsurprisingly, the sports arenas serving the different leagues see visit spikes during their leagues’ respective season. But comparing visit numbers throughout the year to the average monthly visit numbers for each category in 2023 reveals that the relative visit increases and decreases during the on- and off-season vary for each type of stadium.
MLB stadiums display the steadiest visit strength during the on-season – perhaps due to MLB’s packed game schedule. MLB tickets also tend to be relatively affordable compared to tickets to pro football or basketball matches, which may also contribute to MLB’s consistently strong visit numbers throughout the season. During the MLB off-season, baseball fields – which tend to be uncovered – are relatively empty.
The seasonal visit spike to NBA arenas is less steady. The beginning and end of the season see strong peaks, and visits slow down slightly during the mid-season months of January and February. Visits then drop during the off-season spring and summer, but the off-season visit dip is not as low as it is for MLB fields – perhaps because the NBA arenas’ indoor nature make them suitable locations for concerts and other non-basketball events.
Meanwhile, NFL stadiums see the least dramatic drop in visits during the NFL off-season, as these venues’ enormous size also make them the ideal location for concerts and other cultural events that draw large crowds. These arenas’ strong almost year-round visitation numbers mean that sponsors and advertisers looking to expand beyond sports fans to reach a diverse audience may have the most success with these venues.
Although MLB offers the most budget-friendly outing, combining STI: Popstats demographic metrics with trade area data reveals that MLB stadium visitors reside in higher-income areas when compared with visitors to NBA or NFL stadiums.
Baseball fans tend to be older than fans of the other sports, which could partially explain MLB stadium visitors’ higher household income (HHI). The combination of lower ticket prices, higher median HHI among fans, and many games per season offers baseball stadiums significant opportunities to engage effectively with their fan bases.
But while NBA and NFL stadium attendees may not come from as high-income areas as do MLB stadium visitors, fans of live basketball and football still reside in trade areas with a higher HHI compared to the nationwide median. So by leveraging stadium space, advertisers and other stakeholders can reach tens of thousands of relatively high-income consumers easily and effectively.
Sports fans are known to be passionate, engaged, and willing to spend money on their team – but stadium visitors also shop for non-sports related goods and services. Retailers and advertisers can draw on location analytics to uncover the consumer preferences of stadium visitors and tailor campaigns, sponsorships, and collaborations accordingly.
Visitation data to the top five most visited MLB stadiums during 2023 showed differences between the apparel and sporting goods shopping preferences of the various stadiums’ attendees. While 39.4% of visitors to Truist Park also visited DICK’s in 2023, only 30.8% of Yankee Stadium visitors stopped by the sporting goods retailer in the same period. Similarly, while 29.9% of visitors to Yankee Stadium frequented Kohl’s, that percentage jumped to 47.3% for Busch Stadium visitors.
Harnessing location intelligence to see the consumer preferences of a stadium’s visitor base can help retailers, stadium operators, and even team managers choose partnerships and merchandising agreements that will yield the most effective results.
Sports and snacks go hand in hand – what would a baseball game be without a hot dog or peanuts? But while every stadium likely provides a similar core of traditional game day eats, each venue also offers a unique set of dining options, both on- and off-premise. And by leveraging location analytics to gain visibility into stadium-goers dining habits, stadium operators and local food businesses can understand how to best serve each arena’s audience.
Mapping where stadium visitors dine before and after games can help stakeholders in the stadium industry reach more fans.
The chart below shows the share of visitors coming to a stadium from a dining venue (on the x-axis) or going to a dining venue after visiting the stadium (on the y-axis). The data reveals a correlation between pre-stadium dining and post-stadium dining – stadiums where many guests visit dining venues before the stadium also tend to have a large share of guests going to dining venues after the event. For example, the AT&T Stadium in Arlington, Texas, saw large shares of visitors grabbing a bite to eat on their journey to or from the stadium, while the M&T Bank Stadium in Baltimore, Maryland saw low rates of pre- and post stadium dining engagement.
These trends present opportunities for both local businesses and stadium stakeholders. For example, venues with high dining engagement can explore partnerships with local restaurants, while those with lower rates can build out their in-house dining options for hungry sports fans.
Stadiums looking to enhance their food offerings – or local entrepreneurs thinking of opening a restaurant near a stadium – can also get inspired by stadium visitors’ dining preferences. For example, psychographic data taken from the Spatial.ai: FollowGraph dataset reveals that visitors to MetLife Stadium in East Rutherford, New Jersey have a much stronger preference for Asian cuisine compared to New Jersey residents overall. With that knowledge, the stadium can enhance the visitor experience by expanding its Asian food offerings.
On the other hand, MetLife Stadium goers seem much less partial to Brewery fare than average New Jerseyans, so the stadium operators and restaurateurs may want to avoid offering too many Brewery-themed dining options. Stadium stakeholders can reserve the craft beers for Caesars Stadium, M&T Bank Stadium, and Soldier Field Stadiums, where visitors seem to enjoy artisanal brews more than the average resident in Louisiana, Maryland, and Illinois, respectively.
All of the stadiums analyzed exhibited unique visitor dining tastes, a reminder that no customer or fan base is alike. Aligning on- or off-site dining options with offerings that align with a given customer base’s preferences can improve overall visitor satisfaction and boost revenues.
Zooming in to look at consumer behavior around individual events reveals further variability in dining preferences even among visitors to the same stadium, with different types of events driving distinct dining behaviors.
State Farm Stadium in Glendale, Arizona, is home to the Arizona Cardinals. The stadium hosted the 2023 Super Bowl, but the NFL stadium also acts as a concert venue for acts ranging from Taylor Swift to Metallica. And location intelligence reveals that the dining preferences of stadium visitors vary based on the events held at the venue.
During the Super Bowl, sports bars such as Yard House and Buffalo Wild Wings saw the largest increase in visits compared to the chains’ daily average. A month later, attendees at Taylor Swift's concert gave fried-chicken leader Raising Cane’s a significant boost.
Local restaurants can leverage location analytics to see what types of events are popular with their visitor base and craft collaborations and advertising campaigns that resonate effectively with their patrons.
Sports stadiums and arenas are not just spaces for sports and music enthusiasts to gather; they also offer significant commercial opportunities for the surrounding communities. Stadium operators and local businesses can fine-tune their offerings by utilizing location analytics to better connect with their visitor bases and uncover new retail opportunities.

The dining industry showcased its agility over the past couple of years as it rapidly adapted to shifts in consumer preference brought on by COVID and rising prices. And with a new year around the corner, the pace of change shows no signs of slowing down.
This white paper harnesses location analytics, including visitation patterns, demographic data, and psychographic insights, to explore the trends that will shape the dining space in 2024. Which dining segments are likely to pull ahead of the pack? How are chains responding to changes in visitor behavior? And where are brands driving dining foot traffic by taking advantage of a new advertising possibility? Read on to find out how dining leaders can tap into emerging trends to stay ahead of the competition in 2024.
Comparing quarterly visits in 2023 and 2022 highlights the impact of the ongoing economic headwinds on the dining industry. The year started off strong, with year-over-year (YoY) dining visits up overall in Q1 2023 – perhaps aided by the comparison to an Omicron-impacted muted Q1 2022. And while overall dining growth stalled in Q2 2023, several segments – including QSR, Fast Casual, and Coffee – continued posting YoY visit increases, likely bolstered by consumers trading down from pricier full-service concepts.
Foot traffic slowed significantly in Q3 2023 as inflation and tighter consumer budgets constrained discretionary spending. Overall dining visits fell 2.4% YoY, and full-service restaurants – with their relatively high price point compared to other dining segments – seemed to be particularly impacted by the wider economic outlook. But the data also revealed some bright spots: Fast Casual still succeeded in maintaining positive YoY visit numbers and Coffee saw its Q3 visit grow an impressive 5.4% YoY. As the return to office continues, a pre-work coffee run or lunchtime foray to a fast-casual chain may continue propelling the two segments forward.
Restaurant visitation patterns have evolved over the past few years. Although an 8 PM seating was once the most coveted slot at fine-dining restaurants, recent visitation data suggests that sitting down to dinner earlier is rising in popularity.
But among the QSR segment, the opposite trend is emerging, with late-night visits rising. Analyzing hourly foot traffic to several major QSR chains reveals that the share of visits between 9 PM and 12 AM increased significantly between Q3 2019 and Q3 2023. Even Taco Bell – already known for its popularity among the late-night crowd – saw a substantial increase in late-night visits YoY – from 15.4% to 20.3%.
Who is driving the late night visit surge? One reason restaurants have been expanding their opening hours is to capture more Gen-Z diners, who tend to seek out nighttime dining options. But location intelligence reveals that younger millennials are also taking advantage of the later QSR closing times.
An analysis of the captured market for trade areas of top locations within one of Taco Bell’s major markets – the Chicago-Naperville-Elgin, IL-IN-WI Metropolitan area – reveals a year-over-four-year (Yo4Y) increase in “Singles & Starters.” The “Singles & Starters” segment is defined by Experian: Mosaic as young singles and starter families living in cities who are typically between 25 and 30 years old. As consumers continue to prioritize experiential entertainment and going out with friends, late-night dining may continue to see increased interest from young city-dwellers.
Millennials and Gen-Z consumers aren’t only heading to their favorite fast food joint for a late-night bite – these audience segments are also helping drive visits on the weekends. Smoothie King is one chain feeling the benefits of young, health-conscious consumers.
The chain, which opened in New Orleans, LA, in 1973 as a health food store, has since grown to over 1,100 locations nationwide and is currently expanding, focusing on the Dallas-Fort Worth CBSA. The area’s Smoothie King venues have seen strong visitation patterns, particularly on the weekends – weekend visits were up 3.4% YoY in Q3 2023. The smoothie brand’s trade areas in the greater Dallas region is also seeing a YoY increase in weekend visits from “Young Professionals” – defined by the Spatial.ai PersonaLive dataset as “well-educated young professionals starting their careers in white-collar or technical jobs.”
While some dining chains are appealing to the late-night or weekend crowd, others are driving visits by appealing to sports lovers. How have recent rule changes around student athletes changed the restaurant game, and how can college football teams drive business in their hometowns?
College sports have long been a major moneymaker, with top-tier teams raking in billions of dollars annually. And as of 2021, college athletes can enjoy a piece of the significant fan following of college sports thanks to the change in the NCAA’s Name, Image, and Likeness (NIL) rules, which now allows student athletes to sign endorsement deals.
Since then, multiple restaurants have jumped on the opportunity to partner with student athletes, some of whom have millions of followers on Instagram and TikTok. Chains like Chipotle, Sweetgreen, Slim Chickens, and Hooters have all signed college athletes to various brand deals.
How can brands ensure they partner with athletes their customers will want to engage with? Analyzing a chain’s audience by looking at the interests of residents in a given chain’s trade area can reveal which type of athlete will be the most attractive to each brand’s customer base. For example, data from Spatial.ai: Followgraph provides insight into the social media activity of consumers in a given trade area and can highlight desirable partnerships.
Examining the trade areas of Chipotle, Sweetgreen, Slim Chickens, and Hooters, for instance, reveals that Sweetgreen’s visitors tended to have the largest share of Women’s Soccer followers. Conversely, Sweetgreen’s trade area had lower-than-average shares of College Football Fans or College Basketball Fans, while residents of the trade areas of the other three chains showed greater-than-average interest in these sports. Leveraging location intelligence can help companies choose brand deals that their customers resonate with and find the ideal athletes to represent the chain.
Finding the right college athlete partnership is one way for dining brands to appeal to college sports enthusiasts. But dining chains and venues located near major college stadiums also benefit from the popularity of their local team by enjoying a major game day visit boost.
One of the country’s most popular college football teams, the Ohio State Buckeyes, can draw millions of TV viewers, and its stadium has a capacity of 102,780 – one of the largest stadiums in the country. And while tailgating is a popular activity for Buckeyes fans, nearby restaurants are some of the biggest beneficiaries of the college football craze. Panera experienced a 235.3% increase on game days as compared to a typical day, Domino’s Pizza visits grew by 283.3%, and Tommy’s Pizza, a local pie shop, saw its visits jump by a whopping 600.9%.
This influx in diners also causes a major shift in game day visitor demographics, as revealed by changes in visitors at dining venues located near stadiums of two of the nation’s best college football teams – the Ohio State Buckeyes and Ole Miss Rebels. Based on Spatial.ai: Personalive data for the captured market of these dining venues, game day visitors tended to come from “Ultra Wealthy Families” when compared to visitors during a typical non-game day in September or October.
The analysis indicates that popular sporting events create a unique opportunity for restaurants near college stadiums to attract high-income customers game day after game day, year after year.
While some spend game day tailgating or visiting a college restaurant, others hold a viewing party – with a six-foot submarine. And the sub’s popularity extends beyond Superbowl Sundays. Sandwich chains including Jersey Mike’s, Firehouse Subs, Jimmy John’s, and Subway (recently purchased by the same company that owns Jimmy John’s) have seen sustained YoY increases in visits and visits per venue in the first three quarters of 2023.
Some of the growth to these chains may be related to their affordability, a draw at all times but especially during a period marked by consumer uncertainty and rising food costs. And subway leaders seem to be seizing the moment and striking while the iron is hot – Jersey Mike’s opened 350 stores in 2023 and still saw its YoY visits per venue grow by 6.6%. And Subway reported ten consecutive quarters of positive sales, a promising sign for its new owner.
The love for a healthy, affordable sandwich extends across all income levels, with all four chains seeing a range in their visitors' median household income (HHI). Out of the four chains analyzed, Jersey Mike’s – which has long prioritized a suburban, middle-income customer – had the highest trade area median household income of the four chains at $77.3K/year. Subway, known for its affordability, had the lowest, with $62.9K/year. The variance in median HHI combined with the strong foot traffic growth shows that when it comes to sandwiches, there’s something for everyone.
Persistent inflation and declining consumer sentiment may pose serious challenges for the dining space, but emerging trends are helping boost some restaurants. Customers seeking out a late-night bite drive visits to QSR chains, and health-conscious diners are boosting foot traffic to smoothie bars and sandwich shops. Meanwhile, sports sponsorships and game-day restaurant visits can provide a boost to dining businesses that take advantage of these opportunities.
