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Since its emergence from bankruptcy in late 2020, JCPenney has been on a slow and steady comeback trajectory. Last year, the company continued closing underperforming stores and revamped its loyalty program, which helped it achieve a year-over-year (YoY) visit gap of just 3.0% and a YoY gap in average visits per location of just 1.8% in Q4 2024.
Part of last year's success was likely also due to the company's investments in major promotional efforts – and now JCPenney is back in the advertising game with its new "Yes, JCPenney" national ad campaign. We dove into the data to see how these marketing efforts are bearing fruit.
Although JCPenney has been gradually improving its metrics, the chain generally underperformed the department store category for most of 2024 – until traffic turned around in October and November 2024, at the height of the brand's "Really Big Deals Reveals" campaign. Visits to JCPenney then declined below the category average again, with the chain underperforming the category between December 2024 and March 2025 – with the exception of February, when the chain's "Petite Power List" campaign may have temporarily boosted visits.
But recently, the company launched a major nationwide campaign titled "Yes, JCPenney," with the goal of challenging and overcoming outdated consumer perceptions of the brand. The ads started running in April 2025, and traffic to the chain picked up significantly – with year-over-year (YoY) visits to JCPenney up 0.7% and 3.0% in April and May 2025, respectively.
Diving into May 2025 YoY traffic to the chain by DMA indicates that the "Yes, JCPenney" has been met with broad success, with the chain seeing visit strength across the country. The visit increases were especially notable in the South and Midwest – with DMAs in South Dakota, Missouri, Indiana, Kentucky, Arkansas, and Texas seeing major lifts – suggesting that the focus on style and value connected deeply with consumers in these regions.
Diving into the recent audience shifts at JCPenney suggests that part of the campaign's success may be attributed to its resonance with single shoppers. Using the Experian: Mosaic dataset reveals that nationwide, the share of "Singles and Starters" in JCPenney's captured market edged up slightly from 11.2% in May 2024 to 11.3% in May 2025, while the share of "Significant Singles" rose from 4.4% to 4.7%.
And though these nationwide shifts are relatively small ones, in some DMAs where JCPenney saw a particularly notable YoY visit increase, the share of singles in the chain’s trade area increased more significantly. For example, May YoY data shows that JCPenney visits in New York, NY, increased by 9.8%, while the share of "Significant Singles" grew from 22.7% to 26.1%. And in Tyler-Longview, TX, visits increased 18.0% YoY in May 2025 while the share of "Singles and Starters" rose from 12.8% to 14.0% in the same period.
JCPenney's success in increasing its resonance with single consumers – who are likely younger, and who may be less familiar with the legacy brand – suggests that the "Yes, JCPenney" campaign may be attracting a new generation of shoppers to the chain.
The initial surge in May 2025 foot traffic, particularly among younger, single shoppers, is quite promising. Will the company succeed in converting shoppers brought in through the "Yes, JCPenney" campaign into sustained visitors and loyal customers?
Keep up with The Anchor to find out.

Apparel retail has experienced significant setbacks in recent years, from the COVID-19 pandemic to supply chain disruptions to inflation – and now the emerging threat of tariffs. Yet, the sector continues to adapt. We took a look at the overall performance of the luxury apparel segment to see how things are holding up as the year's first half draws to a close.
The current economic climate has posed significant challenges to the apparel retail segment, and luxury retail has not been immune. The category saw its visits slow year-over-year throughout 2024, likely owing to the accumulated strain of inflation and rising prices. Yet, a surprising opportunity is now emerging, stemming from an unexpected catalyst: tariff concerns.
While apparel visits (excluding the off-price segment) generally slowed year-over-year, luxury apparel experienced only a single month of visit declines – in February '25 – likely owing to the comparison to a leap year and a longer February 2024. And more recently, luxury apparel has been performing especially well, with the segment seeing year-over-year (YoY) increases of 4.7% and 4.4% in April and May 2024, respectively – perhaps driven by the risk of price hikes and the uncertainty around the current tariff landscape.
Diving into the audience composition for nationwide luxury brands reveals that the category's current strength is likely driven in part by a more affluent and more suburban consumer base. Over the past four years, the median household income (HHI) in luxury chains' captured market has increased – rising from $101.9K in May 2025 to $108.0K in May 2025. During this period, the share of suburban consumers in the category's trade area also grew, from 39.1% in May 2022 to 41.9% in May 2025.
This suggests that the luxury sector's current resilience is being powered by an increasingly affluent and suburban clientele who are likely better insulated from broader economic pressures.
Despite operating in a challenging environment, luxury retail is finding ways to keep its visits up. Will the segment continue to rally?
Visit Placer.ai/anchor for the latest data-driven retail insights.

Despite the ongoing macroeconomic uncertainties, overall retail traffic this year has remained generally on par with 2024 levels. Between January and May 2025, retail visits were 0.4% higher than for the equivalent period in 2024, with April and May 2025 visits up 2.3% and 1.3%, respectively.
Some of the recent strength may be attributed to a pull-forward of consumer demand as a response to potential price hikes and limited product availability. But the strongest year-over-year (YoY) visit increase in 2025 so far was actually in January – when visits were up 3.4% compared to January 2024 – highlighting the resilience of retail consumers in 2025 and boding well for the upcoming back to school season.
Diving into YoY May 2025 retail visit data by state suggests that back to school performance may be particularly strong in the West: Retail traffic in Oregon, Washington, Idaho, and Montana was 3.0% to 5.1% higher than in May 2024, while Utah's retail chains received a 5.0% YoY boost in traffic. Consumers in these states may be particularly primed to spend this summer.
Meanwhile, several Eastern states (Ohio, New York, Mississippi, Alabama, and Georgia) saw YoY declines in May 2025 retail visits, perhaps suggesting that consumer confidence in those states is slightly more muted. This may indicate that back to school retail traffic will be slightly weaker in these markets.
Last year, sportswear & athleisure and footwear retailers saw the largest back to school visit jumps, followed by office supplies and traditional apparel (excluding off-price, department stores, and sportswear & athleisure). These segments all saw slight visit increases in May 2025 and are likely to continue seeing sizable traffic spikes for back to school season this year.
But looking at the visit data from April and March reveals that the retail categories seeing the strongest visit trends currently are the segments that get a slightly smaller boost from back to school – including furniture & home furnishings, off-price retailers, and thrift stores. Some of this strength may be attributed to pull-forward of demand (as consumers could have bought larger ticket items like furniture in anticipation of price hikes) or to shoppers' value-orientation (driving visits up for off-price and thrift stores). But these categories' recent success may also suggest that home furnishings, off-price apparel, and thrift stores could see higher volumes of consumer traffic this year compared to 2024.
Ahead of the 2025 back to school season, retail traffic data paints the picture of a generally resilient consumer, despite the regional variability. And while last year's big back to school winners will likely perform well again in 2025, more secondary back to school categories – including home furnishings, off-price, and thrift stores – may be the ones to come out on top this year.
For more data-driven retail insights, visit placer.ai/anchor.

The dining segment has faced no shortage of challenges in recent years. Rising food and labor costs, inflation, and shifting consumer habits have put pressure on many chains – but some are thriving.
We take a look at three dining chains – local favorites that have been expanding in recent years – to see what lies behind their surprising success.
Visits to the overall fast-casual segment remained flat year over year (YoY) in Q1 2025, highlighting the challenging state of the dining category. But three expanding local restaurant chains – Pura Vida Miami, Mendocino Farms, and P. Terry’s Burger Stand – all saw their foot traffic grow significantly in the same period.
Florida-based Pura Vida Miami, a cafe that specializes in health and wellness, saw the biggest jump in foot traffic, with visits growing by 58.5% in Q1 2025 compared to Q1 2024. The eatery, which opened its first location in 2012, and now boasts 35 locations across South Florida and New York has no plans to slow its rapid expansion. And fittingly, the average number of visits to each location of the chain also increased by 11.9% YoY – highlighting that its new venues are meeting strong demand.
California-based fast-casual restaurant Mendocino Farms also places a strong emphasis on healthy dining. Founded in 2005, the chain has grown to 75 locations – most of them in California – and continues to thrive, with visits up by 23.0% in Q1 2025 and visits per location rising by 12.9%. Austin, Texas favorite P. Terry’s Burger Stand, which opened in 2005, is also thriving. The chain grew its presence over the past year, adding new locations in Houston – and like the other analyzed brands, saw increases in both overall visits and average visits per location.
Location analytics show that each of the chains is finding success in its own way. Diving into hourly visitation patterns for Pura Vida Miami, for example, reveals a subtle but notable shift in its peak visit times, suggesting that as the chain expands, it is successfully positioning itself as a breakfast and lunchtime destination. Between Q1 2025 and Q1 2024, the share of visitors arriving between 7:00 and 11:00 AM, and 12:00 - 4:00 PM increased slightly, while the proportion of evening visitors declined.
To capitalize on this trend, Pura Vida could consider further developing its morning menu or, conversely, exploring opportunities to enhance its dinner menu to attract a cohort that seeks health-centric dinner items.
Mendocino Farms, for its part, appears to be deriving some of its success from the affluence of its customer base. The chain, which boasts over 60 of its 75 locations in California, has also established a presence in Washington, Texas, and Colorado. Mendocino Farms will be opening around 15 new locations throughout 2025, and will begin its eastward march, opening a location in Chicago in the coming months.
And a look at the chains’ two largest markets, California and Texas, shows that visitors to the Mendocino Farms in Q1 2025 were more likely to come from high-income trade areas, likely insulating them from the overall challenges facing the wider dining segment. For example, the median HHI of visitors to Mendocino Farms in California was $123.8K, compared to the California average of $96.7K. And in Texas, its second-largest market, visitors originated from trade areas with a median HHI of $105.8K – significantly higher than both the Texas ($76.5K) and nationwide ($78.9K) medians.
P. Terry’s Burger Stand is a Texas cult favorite. The chain, which has grown from a family-owned burger stand in 2005 to 34 locations in the Austin area is thriving, and recently began expanding into other cities in Texas.
Over the years, the chain has become something of a weekend destination, with 30.4% of its visitors coming on the weekends in Q1 2025 – up from 28.1% in Q1 2024. This suggests that, as the chain grows, more customers are incorporating P. Terry's into their weekend routines, likely drawn by its blend of quality and accessible price point. This increasing weekend popularity, coupled with its strategic expansion into new markets like Houston, bodes well for P. Terry's continued growth across Texas.
The three dining chains are proving that, even in challenging times, there’s plenty of space for local favorites to flourish.
Will these chains continue to thrive in the second half of 2025?
Visit Placer.ai/anchor to stay up-to-date with the latest data driving dining stores.

Imagine being able to literally pop downstairs for your favorite coffee shop, boutique, or to pick up a novel from your local bookstore. At the Arcade mixed-use shopping center in Providence, this is not a pipe dream, but a reality. Originally built in 1828, this historic building was conceived as a social and commercial hub filled with wares from merchants and artisans where customers could shop even in inclement weather. Nearly 200 years later, the purpose remains the same. However, as suburban shopping centers proliferated in the last few decades, Arcade struggled with its foot traffic.
In 2008, it closed for renovations and reopened in 2013, transformed into a mixed-use commercial and residential micro-loft space. The top two floors consist of 48 micro-lofts with 225-300 square feet of living space. None have stoves or ovens, perfect for those Carrie Bradshaw type occupants who would otherwise store sweaters in their ovens. Those coming from densely packed urban areas like New York or Tokyo would appreciate the minimalism and efficiency of these lofts. Upon opening, there was a waiting list of 4,000, making obtaining a spot even more competitive than getting into an elite university.
The Arcade Providence still operates retail and dining spaces on the ground floor, including local favorites like a Lovecraft-themed bookstore, or Lobanton, an Asian-fusion sandwich shop. The Greek Revival-themed mall also hosts New Harvest Coffee & Spirits and restaurants like Rogue Island, all of which attract a steady stream of visitors.
How has the shift to mixed-use impacted the psychographic composition of the venue's visitor base? We compared the segments visiting Arcade Providence in 2018 vs 2024 and found some interesting shifts that have occurred in the past six years. Visitors in 2018 tended to come from the Young Professional (26%) or Educated Urbanites (18%) segments (per the Spatial.ai PersonaLive classifications). However, six years later, the share of those segments in the Arcade's visitor base have declined, while the percentages of visitors from the Upper Suburban Diverse Families (from 10% to 13%) and Ultra Wealthy Families (from 5% to 11%) segments have increased.
The change in visitor demographics is likely driven – at least in part – by the increase in True Trade Area since the Arcade's shift to mixed-use. The 2018 trade area (in blue) covered only 29 sq miles, whereas the 2024 trade area (in green) has expanded to 65 miles.
The Arcade is located in downtown Providence, so this increase in trade area size suggests that the venue is now attracting visitors from more suburban areas beyond the city center, which typically include more family-oriented and wealthier zones.
This nearly 200-year old shopping center exhibits our ingrained human tendency to congregate, conduct commerce, and socialize. It also shows the constant evolution of how we live, work, and play.
For more data-driven CRE insights, visit placer.ai/anchor.

Following a strong April when nationwide office visits rose 4.8% year-over-year, visits fell slightly in May 2025 as traffic fell 1.0% compared to May 2024. On a year-over-six-year basis (Yo6Y, or compared to 2019), visits were down 37.2% – a steep drop from April's 30.1% Yo6Y visit gap.
The weaker May numbers may be partially driven by a calendar shift, as May 2025 had an extra Saturday, and therefore one less workday, than either May 2024 or May 2019. Americans may have also chosen to take more PTO around Memorial Day this year – according to the TSA, airports were busier on the Friday before Memorial Day 2025 than they were on Friday, May 24th 2024.
But the muted May office data also highlights the persistent popularity of hybrid and remote work. According to Gallup, over half of U.S. employees work hybrid while over a quarter are fully remote – and the recent May data suggests that these work arrangements are proving difficult to change.
Diving into the market-level data reveals that New York City, NY and Miami, FL continue to lead the pack, with office visits down 18.4% and 19.6%, respectively, compared to 2019. But both cities also saw slight declines compared to May 2024's office numbers – highlighting once again the persistence of the new work arrangements and the overall slowing of the office recovery.
Southern hubs – specifically Atlanta, GA, Dallas, TX, and Houston, TX – followed New York and Miami, with visits down 32.1%, 35.5%, and 36.2% compared to May 2019. Dallas and Houston also saw their office visits increase compared to 2024, with Houston specifically seeing an 8.3% increase in YoY office visits, perhaps aided by corporate relocations to the two cities. Georgia and Texas also saw their populations increase in recent years, which may be contributing to these cities' office performance.
Meanwhile, the Yo6Y office visit gap in Washington, D.C., Boston, MA, Los Angeles, CA, Chicago, IL, Denver, CO, and San Francisco, CA ranged from 40.1% to 50.6%, with all the cities except for Boston also experiencing YoY declines.
The May 2025 Placer.ai Office Index highlights a persistent plateau in office recovery. While some regional bright spots exist, the return to pre-pandemic office traffic remains elusive, largely due to the enduring popularity of hybrid and remote work models.
For more data-driven commercial real estate insights, visit placer.ai/anchor.

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.
