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This year’s March Madness really lived up to its name, buoyed by the star power of Caitlin Clark, Angel Reese, Paige Bueckers, and Juju Watkins driving viewership to new heights. For the first time in history, the NCAA women’s basketball title drew more viewers than the men’s at 18.9M for the women’s and 14.8M for the men’s, per Nielsen.
Tickets to the Final Four cost $532 on average, an 82% increase over last year, and for the championship game, Rocket Mortgage Fieldhouse Stadium in Cleveland, OH was packed to the gills.
In the days leading up to the women’s final, nearby hotels saw visits increase as well.

Last week, we took a look at where the retail sector stood after Q1 2024, with a focus on superstores, home improvement, athletic footwear and apparel, and beauty. This week, to mark the release of short visit data with Placer’s Data Version 2.0 (which better captures visits that lasted 1 minute or longer for QSR/drive-thru locations) and the publishing of our latest dining whitepaper (The QSR Dining Advantage), we thought we’d take closer look at where the restaurant sector stands after Q1 2024.
When we looked at the restaurant category in January, most chains were reporting that visits were down on a year-over-year basis (which was partly a byproduct of inclement weather across much of the country) but that there was a sense of optimism about 2024. Looking at trends by category, we see that operators were justified in this optimism, as visit trends have increased on a year-over-year basis for most categories since late January. After adjusting for calendar shifts for both Valentine’s Day and Easter, we also see strong fine dining visits for these holidays, indicating that consumers remain motivated by holiday and events (a theme we called out several times last year).
We’ve also been fielding several questions about daypart shifts given that the Placer.ai Nationwide Office Building Index (an index of data from some 1,000 office buildings across the country) continued to show an uptick in visits during March 2024 and now stands at about 67.3% of March 2019 visits. Below, we show the percentage of visits by daypart for quick-service restaurant (QSR) and full-service restaurant chains. Given the lift in office visits, it’s not surprising that we continue to see improvement in early morning (6:00 AM-9:00 AM) visits, but it’s notable that we continue to see strength in late morning (9:00 AM-12:00 PM) and afternoon (3:00 PM-6:00 PM) visits. We’ve already seen many QSR chains test new menu items that better address consumer preferences in these dayparts–McDonald's CosMc’s is just one example--and we’d expect more in the months ahead. We also continue to see strength in late night QSR visits, something that we’ve called out in the past. On the full-service dining front, we see 2023 visits still down compared to 2019 levels, but with improvement versus 2021 in most cases. Here, it’s interesting that the afternoon visits to full-service dining chains in 2023 is down only slightly compared to 2019, while the gap during the evening daypart is much wider. This reinforces some of our previous analyses on earlier dining times
With our Data Version 2.0 update, we can now more accurately monitor dwell time by restaurant channel. After bottoming-out in Q2 2020 as most chains shifted to a largely takeout model, we’ve seen dwell time steadily increase across most restaurant channels the past several years. The QSR and fast casual categories remain below pre-pandemic levels, which isn’t a surprise given an increase in drive-thru and takeout orders compared to 2019 levels. Still, some of the operators we’ve spoken to have indicated that drive-thru bottlenecks have become more of an issue in recent quarters, which may reflect in the increase in dwell times for the QSR category the past 4-5 quarters. On the other side of the spectrum, dwell time for casual dining chains has fully recovered. We believe this has been helped by the continued popularity of eatertainment concepts, which have almost twice the average dwell time as most casual dining chains. We also see that fine dining dwell time now exceeds pre-pandemic levels, which may be the result of consumers’ aforementioned focus on holiday/event dining, which tends to drive dwell times higher.
Restaurant chains still face obstacles–the spread between food at home (grocery prices) and food away from home (restaurant prices) remains high and the $20 minimum wage for QSR workers recently went into effect in California (our data does not indicate major visit changes going into effect as it may be too recent for behavioral changes to be noticeable). However, March and early April visitation trends help the optimism that many restaurant operators felt at the beginning of the year. With Panera (and other chains) evaluating a possible IPO and many other brands finally accelerating growth plans (with an increased emphasis on higher-growth markets in the Southern/Southeastern U.S.), we’d expect visitation trends to remain positive on a year-over-year basis in the months to come.

Say the word New Mexico and one might picture the stunning cliff dwellings at Bandelier Monument, rich troves of Native American Pueblo culture, or the stunning artworks of Georgia O’Keefe. This vibrant state’s largest city is Albuquerque, but Santa Fe also lays claim to fame by being the oldest state capital in the United States.
In Albuquerque, a large development is taking place centered around the Indian Pueblo Cultural Center. While one may be a bit surprised at its location, which is within an outdoor shopping center, it serves as a perfect anchoring point for a convention or a leisure trip. The museum features insights into 19 Pueblo cultures, and also hosts an authentic Indian kitchen where one can try indigenous favorites such as red chile beef stew, calabacitas, and assorted fruit pies. There is a Holiday Inn Express & Suites and a Towneplace Suites by Marriott just across the street for those who need accommodations. Meetings, parties, and events can be held onsite with particularly memorable experiences to be had in the outdoor arena and fire pit. One can even hold a wedding at the venue. And in a sign of the convenience store trend we are seeing towards localization, Four Winds offers a walk-in humidor with cigar selection, the ability to fill a growler with local craft beers, and an assortment of food, beer, wine, liquor, and tobacco.
Further afield, an hour away in Santa Fe, visitors flock to the galleries galore, restaurants and bars like Coyote Cantina, or simply enjoy an ice cream while people watching at Santa Fe Plaza. One of the highlights for opera lovers around the world is coming to Santa Fe Opera House during its season, which runs from the end of June to the end of August. Here, one can enjoy the unique open-air aspect of the opera house while sobbing along to the sad fate of Violetta in La Traviata.
Junior Rangers might enjoy exploring Carlsbad Caverns, Aztec Ruins National Monument, or venture to Petroglyph National Monument. Adults seeking R&R can ski the day away in Taos or opt for a therapeutic visit to Ojo Caliente Mineral Springs Resort & Spa. A review of the resort describes it as “Just you, the blue New Mexico sky, peace and quiet.” Add to that a massage or spa treatment, and it sounds like just what the doctor ordered.

One of the major employers in New Mexico is Los Alamos National Laboratory. A visit to the National Historic Park there will take you on an intriguing journey of key sites that were relevant to the Manhattan Project. Between last summer’s Oppenheimer blockbuster and current global sensation The Three-Body Problem fanning interest in cutting-edge science, this is a must-see location.

Albertsons Companies is one of the largest grocers in the country, with around 20 grocery banners in its portfolio boasting around 2,200 stores in 34 states. Aside from its eponymous brand, Albertsons, the company owns major chains like Safeway and Vons, as well as smaller regional banners.
With Q1 2024 under wraps, we take a closer look at visit trends to some of Albertsons Companies’ main banners, examine the top-performing chains by state, and dive into the demographics in the company’s two largest markets.
Diving into 2023’s visits shows that the company’s eight major banners – Albertsons, Safeway, Vons, Jewel-Osco, ACME Markets, Shaw's Supermarket, United Supermarkets, and Tom Thumb – enjoyed year-over-year (YoY) visit growth during every quarters of the year. Visits to Jewel-Osco, and Shaw’s Supermarket were particularly elevated, with Q4 2023 visits YoY up 5.8%, and 5.9%, respectively.
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Albertsons Companies’ positive performance has continued in 2024. Visits to most of the chains remained positive YoY in January despite the chilling retail impact of early 2024’s arctic blast, and all banners saw significant growth in February and March.
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Albertsons Companies is headquartered in Boise, Idaho, and its eponymous banner is highly popular in the western United States. But the company has also gained a foothold in the South, Midwest, Mid-Atlantic, and Northeast – and solidified its dominance in the West – through several successful mergers.
The company’s strategy of acquiring regional channels means that most states now have an Albertsons Companies’ banner catering to local grocery shoppers. Nationwide, the company’s most visited chains are Albertsons and Safeway – likely due to the sheer number of locations – but regional chains like Tom Thumb in Texas and Jewel-Osco in the Midwest are still the reigning Albertsons Companies banners in their areas.

California and Texas, the country's two most populous states, also boast the highest number of Albertsons Companies-owned grocery chains. Analyzing the demographic differences between the trade areas of the top three Albertsons Companies banners in each of the two states shows how the company leverages its banner variety to reach a larger audience.
According to the STI:Popstats 2023 dataset, the median household income (HHI) in Texas is $75.9K. Two of the top three Albertsons Companies’ banners in the state had a trade area median HHI below the Texas statewide median – United Supermarkets at $58.7K/year, and Albertsons at $68.3K/year – while Tom Thumb drew visitors from neighborhoods with a median HHI of $99.5K. And in California, although all three most visited Albertsons Companies banners drew visitors from neighborhoods with a median income above the statewide median, the trade area HHI also exhibited a range – from $99.2K/year for Albertsons to $115.0K/year for Safeway.
The variance in median HHI by banner and state highlights the benefit of operating grocery banners that can attract a range of shoppers from all along the income scale. By offering shopping options that cater to shoppers of all kinds, Albertsons Companies can hope to maximize its market reach and attract a diverse array of consumers.
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Albertsons Companies has set up shop across the country and offers a wide range of shoppers multiple grocery experiences across regions and price points. Will its grocery banners continue to see elevated foot traffic into 2024?
Visit placer.ai to stay on top of the latest grocery developments.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

About the Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country.
Shopping centers are making a comeback. Following an unusually cold January that impacted retail visit trends across the country, mall visits increased year-over-year (YoY) in February 2024 and rose even higher in March: Last month, traffic to Indoor Malls, Open-Air Shopping Centers, and Outlet Malls was up 9.7%, 10.1%, and 10.7% respectively, compared to March 2023.
The positive visitation trends along with the rising consumer sentiment numbers capping off the first quarter of 2024 bode well for retail in general and discretionary categories in particular – and may signal the end of the retail challenges that plagued much of 2022 and 2023.
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Comparing Q1 visits to malls in 2021, 2022, 2023, and 2024 to Q1 2019 further highlights the positive trajectory of the ongoing mall recovery. The data reveals that the pre-pandemic visit gap has been steadily narrowing over the past four years across all shopping center formats. And in Q1 2024, visits to Open-Air Shopping Centers even exceeded 2019 levels for the first time since the lockdowns – indicating that retail has not yet fully settled into a “new normal” and the post-COVID recovery story is still being written.
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But even as mall visit numbers may be returning to pre-pandemic levels, analyzing the visitor journey for malls in Q1 2019 and Q1 2023 – which looks at where mall visitors were directly before and after their mall visit – indicates that some mall-based shopping habits have shifted.
Between Q1 2019 and Q1 2024, the share of shoppers coming to a mall directly from home or returning home directly following the mall visit decreased. And during the same period, the share of mall visitors coming from or going to dining venues or other retail locations before or after a mall visit generally increased across mall formats. The change in visitor journey between 2019 and 2024 indicates that more consumers are now visiting malls as one of multiple stops within a larger outing.
The fact that consumers are still visiting malls, even if they are no longer treating shopping centers like a one-stop-shop can be seen as another testament of malls’ resilience: Despite the string of big-name retailers expanding off-mall in recent years, shoppers continue incorporating malls into their shopping and dining routines – even as they expand their outing to add stops to off-mall shopping or dining locations as well.
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Despite the years of mall apocalypse predictions, consumer behavior continues to showcase the central role that malls play in the U.S. retail landscape. And even as consumer habits change, top shopping centers have proven capable at adapting their offerings to current consumer appetites to maintain their relevance in 2024 and beyond.
For more data-driven retail insights, visit our blog at placer.ai.
This report includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
Is return-to-office picking up steam?
Last month, location intelligence indicated that the office recovery needle was starting to move once again. Whether due to stricter corporate mandates – especially in the finance sector – or to employees seeking to reap the rewards of in-person collaboration and mentoring, office activity appeared to be on an upswing.
But what’s happened since then? Has the momentum worn off, or is RTO still trending on the ground?
Hybrid work may be here to stay – but the situation on the ground remains very much in flux. Last month, office visits nationwide were just 32.7% below what they were in March 2019 (pre-pandemic). This represents a significant narrowing of the visit gap in relation to March 2022 and March 2023 – when visits were down 48.2% and 36.3%, respectively.
And comparing monthly visits to a March 2022 baseline shows that visits last month were among the highest they’ve been since COVID. Only August 2023 (which had two more working days than March) and October 2023 featured higher visitation rates.
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Drilling down into the data for eleven major cities nationwide shows that Miami and New York are holding firmly onto their regional RTO leads – with less than a 20% visit gap compared to pre-pandemic levels. And RTO appears likely to continue apace in both cities, driven by tech companies in Miami and finance firms in the Big Apple. Indeed, in Miami, visits to office buildings in March 2024 were the highest they’ve been in four years. Washington, D.C., Dallas, Atlanta, and Denver also outperformed the nationwide baseline compared to pre-COVID, while Chicago, Boston, Houston, Los Angeles, and San Francisco lagged behind.
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But despite bringing up the rear for overall post-COVID office recovery, San Francisco has been experiencing outsize YoY office visit growth for some time now. And in March 2024, the city continued to lead the regional YoY visit recovery pack – tied for first place with Washington, D.C.
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Given San Francisco’s stubbornly large post-COVID visit gap, it may come as no surprise that the city’s office vacancy rate is higher than it’s ever been. But demand for office space in San Francisco is back on the rise, leading market observers to conclude that bright times may be ahead for the local market.
San Francisco’s strong YoY office visit performance may be a reflection of this increased demand, providing another sign of good things to come in the Golden Gate city.
Remote work carries plenty of benefits, but a variety of factors – from Gen Z work-from-home fatigue to the better wages and opportunities available to on-site employees – are driving increased office attendance. And if March 2024 data is any indication, further shifts in the RTO/WFH balance may yet be in the cards.
For more data-driven return-to-office updates, follow Placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

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.
