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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.
In June 2025, shopping center traffic fell slightly following two straight months of year-over-year (YoY) visit growth – although indoor malls continued to show the strongest performance, with just a 0.7% drop in YoY June visits. (Open-air shopping centers and outlet malls saw YoY visit declines of 1.6% and 4.4%.)
The course reversal may suggest that the visit growth in April and May was at least partially driven by a pull-forward of consumer demand in anticipation of tariff-driven price hikes. By June, many of those purchases had likely already been made, and the resulting downturn in mall visits might represent a natural normalization of traffic rather than a new weakness in consumer demand.
Still, despite the June slow-down, shopping center traffic was mostly positive in H1 2025. Indoor malls led the pack, with YoY visits up 1.8%, while open-air shopping centers saw visits grow 0.6% YoY and outlet mall traffic remained relatively flat at -0.8%. And all mall formats experienced a rise in average visit duration – with indoor malls once again seeing the largest average dwell time increase of 3.3% – suggesting an improvement in visit quality and consumer engagement.
But while indoor malls led in terms of short-term growth, comparing current visitation to pre-COVID patterns revealed the longer-term strength of the open-air format – the only shopping center type to surpass pre-pandemic levels, with visits up 0.3% compared to H1 2019. At the same time, indoor malls' average visit duration has recovered more closely to 2019 levels – perhaps suggesting that visit quality is improving at indoor malls faster than the visit quantity.
Looking at quarterly visit data since the pandemic also highlights the visitation success of open-air shopping centers and the recent comeback of indoor malls.
Open-air shopping centers are the only type of mall where visits consistently met or exceeded pre-pandemic levels over the past two years, with Q2 '25 visits 2.7% higher than in Q2 '19. But indoor malls narrowed the gap significantly this past quarter – with Q2 '25 visits just 1.1% lower than in Q2 2019, marking their strongest performance since 2020 – suggesting that the post-pandemic indoor mall story is still being written.
While June's softness may reflect natural demand normalization after spring's tariff-driven shopping surge, the broader YoY H1 2025 trends show shopping centers generally exceeding last year's visit levels with average visit duration also on the rise. And while visit quantity and quality is generally not quite back to pre-COVID levels, the data suggests that the recovery story is very much still being written.
For more data-driven retail insights, visit placer.ai/anchor.

Summer 2025 has arrived, and airports are gearing up for travelers heading out on long-awaited vacations.
We analyzed airport traffic on a nationwide, statewide, and DMA level to assess how the sector stands ahead of one of the year's busiest travel periods.
Summers are typically busy periods for airports as people head out to visit family and friends and take advantage of summer vacations. But going into the 2025 summer travel season, airport visits (excluding traffic from international visitors) have been lagging, with year-over-year (YoY) visits down since February 2025. And while some of the dip may be attributed to a normalization of traffic following the post-COVID recovery, the softer airport visitation trends could also indicate a slower travel season ahead.
Still, diving into airport visits by state reveals pockets of growth – specifically in New England and in the Northwest. Maine, Vermont, and Rhode Island led the country in terms of YoY visit growth in May 2025, with Connecticut and New Hampshire also seeing positive YoY airport visit trends. In the Northwest, May 2025 airport visits also increased YoY in South Dakota, Wyoming, Montana, Oregon, North Dakota and Idaho.
The strong airport performance in these states indicates that certain regions – perhaps those with outdoor recreation appeal – are still seeing robust visitor activity despite the wider cool down.
Plotting May 2025 YoY airport visits by DMA on a map provides a visual representation of this trend – and highlights other pockets of airport visit growth throughout the country.
For example, while overall airport visits in Florida declined 4.3% YoY in May 2025, airport visits in Tampa-St. Petersburg, Panama City, and Ft. Myers-Naples DMAs all increased. And California, which saw an overall 3.0% dip in airport visits, also saw airport visit bumps in several DMAs, including Bakersfield, Monterey-Selinas, Fresno-Visalia DMAs.
These localized bright spots suggest that while the broader travel recovery may be plateauing, specific markets continue to show resilience and growth potential.
The overall decline in airport visits may suggest a cooling in domestic tourism ahead of summer 2025, perhaps marking the end of the broad-based travel surge of recent years. This shift away from widespread growth suggests that travelers are becoming more discerning in their travel choices, perhaps favoring destinations that offer authentic experiences, natural beauty, or seasonal advantages.
For more data-driven consumer insights, visit placer.ai/anchor.

As value continues to dominate consumer behavior in 2025, full-service restaurants (FSRs) are finding creative ways to adapt to rising costs and shifting consumer priorities. We dove into the data to find out which FSR segments are winning this year and what’s driving these trends.
Despite ongoing anxiety about the economy, FSR visitation trends show that consumers continue to seek out opportunities to enjoy sit-down meals outside the home. During the first five months of 2025, casual dining chains and upscale restaurants both saw largely positive year-over-year visit growth, with only February and March registering YoY declines. And crucially, in May 2025 – a pivotal month for FSRs thanks to Mother’s Day, the industry’s busiest day of the year – both segments saw increases in total visits and average visits per location.
Still, there remain important differences between the two FSR categories. For casual dining, average visits per location grew faster than segment-wide foot traffic, reflecting a reduction in the number of locations over the past year as some brands implemented rightsizing initiatives. The positive gain in per-location gain suggests that those efforts are paying off, boosting visitation at remaining sites.
Meanwhile, for upscale dining chains, the opposite dynamic occurred – overall visit growth outpaced average visits per location. Even so, per-location visits rose YoY here as well, indicating that continued expansion is meeting robust demand.
A closer look at trends in casual dining – by far the larger of the two FSR segments – shows significant differences among cuisine types. Much like upscale concepts, casual dining steakhouses saw total foot traffic growth rise faster than per-location visits as chains like Texas Roadhouse and LongHorn Steakhouse continued to grow while maintaining momentum at existing locations. Against a backdrop of soaring beef prices, the draw of affordable, high-quality steaks remains particularly strong.
American-style restaurants, for their parts – many of which have focused on rightsizing – recorded especially robust per-location visit growth, buoyed by compelling value offers from major players like Chili's and Applebee's. And Italian-themed casual dining also performed well YoY.
However, not all casual dining categories have fared as well. Breakfast-oriented chains experienced a modest YoY decline, while the Mexican segment suffered the steepest dip – likely due in part to On the Border Mexican Grill & Cantina’s recent Chapter 11 filing, which was accompanied by the closure of dozens of locations. The segment has likely also been impacted by stiff competition from popular fast-casual brands like Chipotle and Qdoba that offer tasty, quality Mexican-inspired cuisine at more of a bargain.
The rising popularity of steakhouses is further underscored by shifts in casual dining visit share. Since 2019, steakhouses have seen their slice of total visits to the above categories climb from 14.0% to 18.1% in 2025, primarily at the expense of American-style concepts, whose share declined from 45.4% to 43.7% over the same period. Still, American chains have regained some ground over the past year, thanks in part to Chili’s strong comeback.
Looking ahead, the steady increases in per-location visits for both casual and upscale dining signal the industry’s overall resilience. What lies in store for FSRs as 2025 wears on?
Follow Placer.ai/anchor to find out.

As competition intensifies from drive-thru rivals and at-home coffee trends, Starbucks is doubling down on unique in-store experiences and AI-powered service improvements to reignite customer visit frequency.
But how likely are these moves to revitalize the company? We dove into the data to find out.
As the “Back to Starbucks” plan continues to take shape under CEO Brian Niccol, Starbucks finds itself banking on a familiar recipe for success: innovation. The company's recent announcement that it is testing a new protein-enhanced cold foam is a key example of its strategy to re-engage customers. The coffee chain also hopes to boost efficiency and free up employees to engage more with customers through its new “Green Apron” service model.
These moves suggest that Starbucks is focused on driving more consistent and loyal visits through thoughtful menu additions and the restoration of its “coffeehouse feel” rather than relying on temporary discounts – which often provide only a short-term lift without fostering lasting repeat business.
This strategic pivot is crucial as the company works to revitalize its brand. And while Starbucks' plans to return to its "coffeehouse roots" will take time to fully implement, it is building from a position of underlying strength. Data shows that the total number of unique customers visiting Starbucks has remained remarkably consistent over the past several years.
However, the core challenge lies in the fact that individual visit frequency has stagnated, meaning those loyal customers are simply coming back less often, turning instead to competitors or at-home coffee. This presents a clear opportunity: If Starbucks can give its large, established customer base new reasons to visit, it can unlock significant growth. And the narrowing of the company’s visit gap in 2025 so far – with both January and April seeing positive year-over-year visit growth – further underscores the company’s underlying strength.
The urgency for Starbucks’ turnaround is amplified by competition from all sides. The market has seen a surge in new, efficient drive-thru coffee concepts like Dutch Bros, 7 Brew, PJ’s Coffee and others that cater to consumers seeking speed and convenience. Simultaneously, Starbucks faces continued pressure from the at-home coffee trend, with many consumers opting to get their caffeine fix from grocery store purchases. By focusing on unique, in-store-only innovations like protein-boosted beverages, Starbucks aims to give customers an experience they can't replicate at home or get from a faster rival, providing a compelling reason to make that return visit.
For more data-driven dining insights visit Placer.ai/anchor.

Darden recently announced that it was considering ceasing operations for one of its chains, Bahama Breeze, following the closure of 15 of its 43 locations in May 2025.
Visit data for the brand highlights the struggles the Caribbean-inspired chain has faced in recent years. Year-over-year (YoY) visits were down in every year analyzed, and monthly visits declined in all but three of the past 12 months. The chain appeared particularly hard-hit starting in 2025, which may have been a consideration in Darden's decision to shutter Bahama Breeze locations.
Whether Darden plans to keep the remaining 28 Bahama Breeze restaurants operational or opt for a full sale remains to be seen, but the recent foot traffic challenges facing the brand position it for a strategic pivot – or more drastic measures.

As the U.S. economy moves to the midpoint of 2025, a divergent macro picture is starting to take hold. While consumers are showing renewed confidence and returning to stores (or at the very least, responding to heightened promotional activity across many retail categories), the industrial backbone of the economy – manufacturing and shipping – is tapping the brakes. This split narrative suggests that while immediate consumer sentiment has improved as tariff-related news has taken a backseat, industrial signals may be painting a more cautious picture.
The retail sector has seen a welcome rebound in May and June, following a sluggish start to the year when macroeconomic uncertainty and significant tariff-related news dampened spirits and hurt foot traffic in February and March. Year-over-year visitation data for the Placer 100 index – a composite of 100 of the largest retail and restaurant chains in the U.S. – indicates that shoppers have likely grown accustomed to the economic climate and are demonstrating more consistent and normal behaviors.
With the initial shock of potential price hikes having passed, consumers appear to be moving past the cautious approach that marked the first quarter, leading to stabilized and improving year-over-year visit trends across many retail categories.
Admittedly, there are multiple factors driving the recent increases in year-over-year retail traffic. Consumers remain squarely focused on value, which continues to drive outperformance for value grocers, warehouse clubs, and dollar stores (which also appear to be benefiting from less competition from Temu and Shein amid new regulatory restrictions). Off-price retailers continue to be one of the strongest performing categories year-to-date, capitalizing on increased inventory opportunities stemming from recent store closures and tariff-related supply chain disruptions, allowing them to fuel their "treasure hunt" model. Finally, traditional department stores have also contributed to the rebound through strong reception to events like Nordstrom’s Half-Yearly Sale and other promotional activity.
While retail visits have normalized in recent weeks, a different story is unfolding across U.S. factories and ports. Following a production surge in late March and April – when manufacturers ramped up activity to build inventory ahead of tariff deadlines – both manufacturing and port activity have seen a notable decline in May and into June.
Placer’s Industrial Manufacturing composite indicates that activity at manufacturing facilities – representing visits for both facility employees (estimated based on dwell time) and visitors, who often represent logistics partners – slowed in May and June.
Looking at manufacturing visit data by category, many U.S. factories took a breather in May, with our data showing a widespread slowdown in visits. The auto and auto parts industry has been hit particularly hard, feeling the direct impact of international tariffs. But this isn't just a car story – most other manufacturing sectors also pumped the brakes, signaling that many companies are cautiously getting ready for what could be an unpredictable second half of the year.
Slowing new orders and decreasing container volumes at major ports suggest that businesses, having already front-loaded their inventory, are now taking a more cautious look toward the second half of 2025. Many appear hesitant to over-commit amidst an unpredictable trade policy landscape.
Our visitation data for some of the busiest ports in the U.S. generally shows a strong correlation with the Bureau of Transportation's container import and export statistics. While our data indicated increased activity at several Eastern ports ahead of initial tariff implementation dates in early April, we have since observed visitation trends declining through much of April and May. The one notable exception is the Port of Houston – where gasoline imports are often received – which saw a spike in activity in May that has continued through June.
The two-track U.S. economy at the mid-point of 2025 highlights a clear divergence between consumer behavior and industrial strategy. While shoppers have returned to stores, driven by a hunt for value and successful promotions, the industrial sector is sending more cautious signals. The slowdown in activity at manufacturing facilities and ports suggests that businesses, having already front-loaded inventory ahead of tariffs, are now bracing for potential volatility. This sets up a classic economic tug-of-war for the second half of the year, leaving a critical question: Will resilient consumer spending eventually pull the industrial sector back into a growth cycle, or will the manufacturing slowdown ultimately impact supply chains, shelf availability, and the recent retail rebound?
For more data-driven retail insights, visit placer.ai/anchor.

Last year ended on a high note for many retailers, with cooling inflation and rebounding consumer confidence contributing to a robust holiday season. Still, 2023 was a year of headwinds for the sector, as consumers traded down and cut back on unnecessary indulgences.
In the midst of these challenges, some segments thrived. Continued prioritization of health and wellness by consumers drove strong visit growth for the Fitness and Beauty & Self Care segments – which emerged as 2023 winners and enjoyed positive foot traffic growth in Q4. At the same time, price consciousness drove foot traffic to Discount & Dollar Stores and Superstores, both of which made inroads into the affordable grocery space during the year.
The Grocery category, too, saw a 4.3% jump in visits last year compared to 2022, as well as a slight uptick in Q4 visits. And even the discretionary Dining sector held its own, with a 2.1% year-over-year (YoY) annual increase in foot traffic, and a Q4 quarterly visit gap of just 1.8%.
Fitness had a particularly strong 2023, buoyed by consumers’ sustained interest in self-care and wellness. Since the pandemic, gym memberships have graduated from a discretionary expense to something of a necessity – an important investment in health and wellbeing. The category has also likely continued to benefit from the post-COVID craving for experiences.
And quarterly data shows that the Fitness segment is positively flourishing. Throughout most of Q4 2023, Fitness venues experienced YoY weekly visit growth ranging from 8.8% to 12.2%. (The unusual visit spike and dip during the last two weeks of the quarter are due to calendar discrepancies: The week of December 18th, 2023 is being compared to the week of December 19th, 2022, which included Christmas Day – while the week of December 25th, 2023 is being compared to the week of December 26th, 2022, which did not).
Drilling down into the data for several leading fitness chains shows that there’s plenty of success to go around. Crunch Fitness – ranked by Entrepreneur as 2024’s top fitness franchise – led the pack with a remarkable 28.2% YoY annual increase in visits, partly fueled by the steady expansion of its fleet. And while other value gyms like Planet Fitness also saw robust visit growth, the boost wasn’t limited to budget options. Given the Fitness sector’s already-impressive 2022 performance, the category’s strong YoY showing is especially noteworthy.
Beauty & Self Care was another category to benefit from 2023’s obsession with wellness – as well as the “lipstick effect”, which sees consumers treating themselves to fun, affordable luxuries when money’s tight. Driven in part by the evolving preferences of Gen Z consumers, cosmetics leaders have embraced wellness-focused approaches to cosmetics that prioritize self-care and self-expression. This strategy continues to prove successful: Throughout Q4 2023, Beauty & Self Care chains saw steady YoY weekly visit growth, especially in November and early December – perhaps highlighting Beauty’s growing role in the holiday shopping frenzy.
One brand leading the cosmetics pack in 2023 was Ulta Beauty – which drew growing crowds with its diverse product selection. Everybody loves makeup, and Ulta makes sure to have something for everyone – from discount fare to more upscale products. Buff City Soap, which now pairs its signature offerings with experiential vibes at some 270 locations across 33 states, also experienced YoY annual visit growth of 14.7%. And Bath & Body Works, which made the Wall Street Journal’s list of best-managed companies for 2023, also saw visit strength, with an overall increase in annual foot traffic, even as Q4 visits saw a slight decline.
If wellness was a key retail buzzword in 2023, value was an equally discussed topic. And Discount & Dollar Stores – ideal destinations for cash-strapped consumers seeking bargain merchandise – made the most of this opportunity. Shoppers frequented these chains year-round for everything from groceries to home goods, propelling the category firmly into the mainstream.
And in Q4 2023, shoppers flocked to discount chains in droves to snag food items, stocking stuffers, and other holiday fare – fueling near-uniform positive YoY foot traffic growth throughout the quarter. The week of October 30th seems to have kicked off the Discount & Dollar holiday shopping season, perhaps showcasing the segment’s growing role as a Halloween candy and costume hotspot.
Every discount chain is somewhat different – and the success of the various Discount & Dollar chains can be attributed to a range of factors. Dollar Tree and Dollar General likely benefited from the broadening and diversification of their grocery selections – while Ollie’s (“Get Good Stuff Cheap!”) solidified its position as a place to find relatively upscale items at a bargain. All three chains – and particularly Dollar General and Ollie’s – also grew their footprints over the past year. Family Dollar (also owned by Dollar Tree) also came out ahead on an annual basis – despite the comparison to a strong 2022.
Of all the Discount & Dollar chains, Five Below saw the biggest surge in foot traffic, partly as a result of its increasing store count. But the retailer’s offerings – affordable toys, party supplies, and other fun splurges – also appear to have been tailor-made for 2023’s retail vibe.
During the fourth quarter of the year, Superstores saw a slight YoY increase in visits – including during the all-important week of Black Friday, beginning on November 20th. (This week was compared with the week of November 21st, 2022, which also included Black Friday). Like Discount & Dollar chains, Superstores saw an appreciable YoY visit uptick during the week of Halloween.
On an annual basis, Superstore mainstays Walmart and Target experienced visit increases of 2.8% and 4.7%, respectively. But while all the major category players enjoyed a successful year, membership warehouse chains’ YoY visit numbers were especially strong. As perfect venues for mission-driven shopping expeditions, Costco, Sam’s Club, and BJ’s likely drew shoppers eager to load up on both inexpensive gifts and essentials.
The traditional Grocery sector also held its own during Q4 2023. Notably, grocery stores saw positive visit growth for most weeks of November and December, a period encompassing the critical Turkey Wednesday milestone – no small feat given the disruptions experienced by the category.
Unsurprisingly, it was discount grocery chains that saw some of the greatest YoY visit growth, as shoppers – including higher-income segments – sought to counter inflation with lower-priced food-at-home alternatives. Whether through opportunistic buying models, private label merchandising, or no-frills customer experiences, value supermarkets proved once again that even quality specialty items don’t have to carry high price tags.
Eating out can be expensive – and when money’s tight, restaurants and other discretionary categories are often first to feel the crunch. But the Dining category seems to have emerged from 2023 relatively unscathed, with overall yearly visits up 2.1% compared to 2022 despite the modest YoY weekly visit gaps in Q4 2023. And given the myriad challenges out-of-home eateries had to contend with in 2023 – from inflation to labor shortages – even the minor weekly gaps are quite an attainment. (As noted, the last two weeks of the quarter reflect calendar discrepancies).
Foot traffic data shows that dining success could be found across sub-categories. Wingstop, Shake Shack, and Jersey Mike’s Subs rocked Fast Casual and QSR, with annual YoY visit growth ranging from 11.8% to 20.3%, partly fueled by the chains’ growing footprints. Full-Service Restaurants also had their bright spots, including all-you-can-eat buffet star Golden Corral and two steak venues: Texas Roadhouse and LongHorn Steakhouse.
And in the Coffee, Breakfast, and Bakeries space, Playa Bowls led the charge. The superfruit bowl chain’s affordable, wellness-oriented treats seem to have been created with 2023 in mind – and during the year Playa Bowls expanded its fleet while also seeing double-digit increases in comparable store sales. Steadily expanding Biggby Coffee and Dutch Bros. Coffee also saw significant YoY foot traffic growth.

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.
