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Boot Barn is one of the fast growing brick-and-mortar apparel brands, with the company seeing a 13.5% year-over-year (YoY) increase in overall visits in Q1 2025. And while much of the growth is driven by the chain’s expansion, the average number of visits per location has remained stable (+0.2% YoY in Q1 2025), suggesting that Boot Barn’s expansion is catering to an existing and eager consumer base.
The company’s strength continued into April, with average visits per venue up by 3.3% YoY – the strongest increase all year – perhaps boosted by consumers’ stocking up on apparel ahead of anticipated price hikes.
For more data-driven retail insights, visit placer.ai/anchor.

Like many consumer companies, the first quarter of 2025 was a challenging one for quick-service restaurants (QSRs). Consistent with commentary from the management teams at several QSR chains that have reported first-quarter 2025 results, year-over-year foot traffic decreased amid increased economic uncertainty for consumers, with our data indicating a 1.6% decrease year over year (YoY). Major chains like McDonald's reported a 3.6% decrease in U.S. same-store sales, driven largely by reduced visits from lower- and middle-income consumers according to management. Despite efforts to attract budget-conscious diners through value promotions like $5 meal deals, many consumers opted to dine at home or shift to more affordable grocery options. However, some brands, including Taco Bell and Wingstop, managed to buck the trend by leveraging unique products and targeted promotions to drive traffic growth.
Below, we build upon our Q1 recap analyses and review year-to-date visitation trends for some of the more notable limited service chains.
McDonald's has not been immune to the increasingly challenging operating environment faced by QSR operators, reporting a 3.6% drop in U.S. same-store sales – the steepest since 2020. This reduction in guests comes amid heightened economic uncertainty and inflationary pressures, which particularly impacted low- and middle-income consumers and led to YoY decreases in visits across much of the retail sector. Our data indicated a 3.3% decrease in visits per location for the quarter, which compares favorably with McDonald’s reported results when adjusting for YoY menu price increases and product mix (an increase in McValue menu purchases has put downward pressure on the average check size). However, weekly visit per location trends have improved since the quarter ended, helped by new menu items, including chicken strips and a Minecraft-themed Happy Meal, to attract cost-conscious diners.
Chipotle Mexican Grill reported a comparable restaurant sales decline of 0.4% during Q1 2025, marking the first such drop since 2020. The comparable store sales decrease was driven by a 2.3% decrease in transaction volume, partially offset by a 1.9% increase in average check size. Our data indicated a 2.1% decrease in visits per location for the full quarter, aligning with the company’s reported results.
Like McDonald’s, Chipotle saw improved visitation trends in March, helped by the introduction of Honey Chicken Since as a protein option in March. According to management, the percentage of Honey Chicken orders as a percent of total has been higher than any other previous limited time offer and even surpassing its two-market pilot test. However, on its first-quarter update, management also called out a slowdown in underlying transaction trends during April as consumers reduced their frequency of restaurant visits amid economic concerns.
Starbucks' also faced a challenging consumer backdrop in the U.S. during its January-March 2025 quarter, with comparable store sales declining 2% year-over-year. This decrease was primarily driven by a 4% drop in transaction volume, partially offset by a 3% increase in average ticket size. Our data indicated [a 5.6% decrease in visits per location and 3.7% decrease in comparable visits]. The company attributed these pressures to decreased foot traffic and increased labor investments associated with its "Back to Starbucks" turnaround strategy. Despite these headwinds, CEO Brian Niccol expressed confidence in the ongoing transformation efforts aimed at enhancing customer experience and operational efficiency.
While Starbucks is still in the early days of implementing its turnaround strategies, competition from mid-sized chains like Dutch Bros, Scooter’s Coffee, and 7 Brew Coffee has become more pronounced. As we recently discussed, these emerging competitors experienced significant year-over-year visit increases—13.4% for Dutch Bros, 15.3% for Scooter’s, and an impressive 87.3% for 7 Brew—suggesting that consumers are increasingly drawn to unique, indulgent offerings and convenient formats such as drive-thrus. Despite Starbucks' strong customer loyalty, the rise of these agile rivals indicates a shift in consumer preferences toward more personalized and experiential coffee options.
In Q1 2025, Taco Bell's emphasis on product innovation significantly contributed to its strong performance, with U.S. same-store sales increasing by 9%. Management noted that "Taco Bell saw a significant expansion in consumer penetration" which helped the brand to grow traffic low single digits, which is consistent with our year-over-year visit per location trends shown below.
The brand introduced a variety of new menu items, including the Caliente Cantina Chicken Menu featuring a spicy red jalapeño sauce, and the Flamin' Hot Burrito filled with seasoned beef, nacho cheese sauce, and Flamin' Hot Cheetos. Additionally, Taco Bell brought back its crispy chicken nuggets, marinated in jalapeño buttermilk and coated with breadcrumbs and tortilla chips, aiming to make them a permanent menu item by 2026. These innovative offerings, alongside value-focused options like the $5, $7, and $9 Luxe Cravings Boxes, have attracted a broad customer base, reinforcing Taco Bell's position as a leader in the quick-service restaurant industry.
Conclusion
Overall, the first quarter of 2025 underscored the increasingly competitive and economically sensitive landscape facing quick-service restaurant chains. While many brands struggled with softer consumer demand and declining visit volumes, a few outliers like Taco Bell and Wingstop demonstrated the power of targeted innovation and promotional strategies. As macroeconomic pressures persist, success in the QSR space will likely hinge on a brand’s ability to balance value offerings with menu excitement, respond quickly to evolving consumer behaviors, and differentiate through experience—whether through digital innovation, drive-thru efficiency, or localized product development.
For more data-driven dining analysis, visit placer.ai/anchor.

With Google and Uber joining the ever-growing ranks of companies tightening remote work policies, employees across industries are being forced to spend more time in the office. But how much are office visit patterns really changing on the ground? Did the resurgence observed in March 2025 continue into April, or was it merely a brief reprieve from the slump seen earlier this year?
April 2025 emerged as the third-busiest in-office month since COVID, outpaced only by October and July 2024. And visits to the Placer.ai Nationwide Office Index were down just 30.7% compared to April 2019 (pre-COVID) – an improvement over April 2024. The upswing is especially notable given that Easter fell in April this year, whereas last year it fell in March. Though the holiday itself takes place on Sunday, many employees celebrate the occasion with a long weekend.
April 2025’s strong performance suggests that despite setbacks in January and February, the office recovery is back on track, with further increases potentially ahead in the coming months.
A closer look at regional trends shows significant variation across major business hubs. New York City, long at the forefront of office recovery, nearly closed its post-pandemic office visit gap in April 2025, with visits just 5.5% below April 2019 levels. Miami also performed strongly, with visits down only 15.3%. Meanwhile, Atlanta and Dallas outperformed the national baseline (Dallas, just barely), while San Francisco once again took up the rear with Chicago.
Drilling down deeper into the data for office recovery leaders, New York and Miami highlights the continued influence of hybrid work on office visitation trends, even as numbers approach pre-pandemic levels.
Nationwide, office visits recovered most strongly mid-week. But this trend was especially pronounced in nearly-recovered NYC, where Tuesdays and Wednesdays were actually busier last month than they were during the same period of 2019 – and where Thursdays were essentially on par with April 2019 levels. Meanwhile, Fridays, and to a lesser extent Mondays, remained significantly below pre-COVID benchmarks. In Miami, too, it was midweek attendance that powered the office recovery – though Fridays rebounded more strongly in the Florida hub than in New York or nationwide.
Turning to year-over-year (YoY) trends, San Francisco once again led in YoY office visit growth – suggesting that accumulating RTO mandates in the city’s tech sector may be fueling substantial recovery. Boston was not far behind, with visits up 7.4% YoY. And while most other cities also posted YoY visit growth, a few hubs – including Houston and Los Angeles – saw modest declines.
April 2025 data from the Placer.ai Office Index indicates that the renewed office recovery momentum seen in March 2025 is continuing apace – though hybrid work remains in full force. What lies ahead for offices in the months to come?
Follow Placer.ai’s data-driven office recovery analyses to find out.

The Coachella Valley Music and Arts Festival, held annually at the Empire Polo Club in Indio, CA, recently wrapped up its 24th run. We dove into the location intelligence data to understand how the audience has changed in recent years and understand how the shift is impacting spending patterns at the festival.
Indio, CA is home to the Empire Polo Club, a thousand-acre event facility known for hosting many large-scale events throughout the year which attract numerous out-of-towners. One of the venue’s oldest annual events is the Coachella Valley Music and Arts Festivals (often referred to just as “Coachella”) that takes place over two consecutive three-day weekends in April and drives large visit spikes to Indio during its run.
Like many other live cultural events, Coachella was cancelled in 2020 and 2021 due to the ongoing COVID pandemic. And comparing the recent audience segmentation data for Empire Polo Club visitors during recent Coachella weekends to pre-pandemic trends suggests that the festival’s audience shifted slightly following its post-pandemic return.
In recent years (2023, 2024, and 2025), the share of family segments in the Empire Polo Club’s captured market has generally been higher than it was pre-pandemic, while the share of single audience segments decreased. Specifically, Spatial.ai’s segments of Near-Urban Diverse Families, Wealthy Suburban Families, and Melting Pot Families grew, while the share of Young Professionals fell. The share of Educated Urbanites in the Empire Polo Club’s captured market showed more variance, though it was also lower over the last two years (2024 and 2025) than it was in 2019.
The audience shift could suggest that Coachella is becoming more family-friendly, with some parents choosing to make a family trip out of the festival weekend. At the same time, the increase in family-oriented segments may also indicate that the audience base has shifted younger and that the festival now attracts more Gen Z attendees, many of whom still live at home.
The shift in audience also seems to have driven a change in spending patterns over Coachella weekend. Between 2019 and 2025, the data reveals a notable decrease in hotel & resort visits by Coachella attendees along with an increase in visits to major retail and dining categories, with the largest visit increase reserved for the most affordable segments.
Perhaps budget-conscious families and cash-strapped Gen-Zers living at home are foregoing the more expensive hotels and resorts in favor of more affordable accommodations such as Airbnbs or even camping on-site. To stretch their budgets even further, these attendees are favoring grocery stores, superstores, c-stores, and QSR as their preferred food options, driving significant visit increases to these categories.
At the same time, traffic to full-service restaurants and even apparel chains also grew somewhat in recent years – which could suggest a bifurcated spending pattern. While a significant portion of attendees prioritize affordability in lodging and everyday food, other segments with more disposable income are still willing to spend on sit-down dining and fashion purchases, perhaps viewing these as part of the overall festival experience.
Analyzing post-pandemic Coachella audiences reveals an increased presence of family segments, coupled with a notable gravitation towards budget-friendly spending – painting a picture of a potentially younger, more financially conscious attendee base. Simultaneously, the continued, albeit more moderate, growth in spending at full-service restaurants and apparel chains also indicates a persistent segment willing to invest in the broader festival experience. This dual trend underscores Coachella's success in balancing its appeal to both value-driven attendees and those seeking a more premium experience and suggests that the festival is continuing to maintain its relevance in 2025 – and beyond.
For more data-driven consumer insights, visit placer.ai/anchor.

Following a February slowdown, March 2025 mall data offered early signs of a rebound as indoor mall traffic increased and visit gaps at open-air shopping centers and outlet malls narrowed. Now, April data confirms the resurgence in mall activity, with YoY monthly visits up across all mall formats.
Some of the strength may be due to this year’s relatively late Easter, which fell in April (Easter 2024 took place in March) and may have led to a YoY increase in April 2025 as families utilized the holiday weekend for shopping and leisure. But diving deeper into the data suggests that the calendar shift is just one reason for this month’s strong visit numbers, which may also have been boosted by a pull-forward of consumer demand following the early April tariff announcement.
Looking at daily visits in April reveals that the Easter calendar shift had both a positive and negative impact on mall foot traffic. Visits were strong the week before Easter – particularly on Good Friday – as consumers bought gifts, shopped sales, and used their day off to visit mall-based dining and entertainment venues with friends and family. Outlet malls in particular received a significant boost with visits on April 18th (Good Friday) up 26.2% compared to the April 2025 Friday average – perhaps evidence of a more challenged consumer.
But visits to all three formats also dropped significantly on Easter Sunday, with visits to indoor malls, open-air shopping centers, and outlet malls down 59.4%, 33.3%, and 25.9%, respectively, compared to each format’s Sunday average in April 2025. So while Easter did drive a visit boost before the holiday, Sunday’s traffic drop may have balanced out any Easter-driven increase. Rather, the robust April performance likely reflects sustained consumer demand for mall experiences.
Weekly numbers also suggest that malls’ performance is not just due to an Easter bump. YoY weekly visits increased for all three formats during the last three full weeks of April, with indoor malls and open-air shopping centers receiving the largest boost the week after Easter – pointing to a broader trend of renewed consumer interest in mall-based activities.
The weekly numbers showing visit hikes following April 2nd also suggest that tariffs may already be impacting consumer behavior, with some shoppers likely beginning to stock up ahead of anticipated price increases and possible shortages.
Analyzing the average visit duration adds another layer of insights into malls’ April success.
Last month, the average visit duration increased for all three mall formats – so not only did malls receive more visits YoY, each visit also lasted longer, on average, than it did last year. This may suggest a larger combined basket size, with consumers spending more time in stores or visiting more mall-based retailers in a single trip. This highlights once again the resilience of the format and the ongoing consumer demand for mall-based retail, dining, and entertainment – and may offer another indication of the pull-forward of demand from certain consumers.
April 2025 mall data reveals a significant upswing in mall traffic across all formats along with an increase in average visit duration, demonstrating a recovery that extends beyond the influence of the Easter calendar shift. These positive trends reveal malls’ continued role as key destinations for shopping and leisure – even in times of economic headwinds – and could be pointing to a pull-forward of consumer demand in anticipation of retail uncertainty.
For more data-driven consumer insights, visit placer.ai/anchor.

As new retail construction slows, the trend of repurposing underperforming malls is accelerating, offering exciting opportunities to transform these properties into vibrant mixed-use developments. By blending retail, lifestyle, entertainment, and essential services, these redevelopments can better serve the evolving needs of today’s consumers. Class B malls offer significant potential for investors and retailers to unlock value while meeting the needs of local communities.
According to Green Street, there are 250 Class-B malls in the U.S., making up 28% of all U.S. malls. These properties are typically located in suburban or secondary markets and often feature a mid-tier tenant mix of national and regional retailers within a traditional enclosed mall format. According to Green Street data, A-rated malls boast an impressive 95% occupancy rate, while B malls sit at 89%. Meanwhile, occupancy drops significantly to 72% for C-rated malls and below.
B Malls face a number of challenges in addition to their higher vacancy rates, including lower sales per square foot, less desirable locations, outdated designs, and competition from newer lifestyle centers that offer a more dynamic mix of retail, dining, and entertainment.
Class-B malls, despite their challenges, offer a compelling opportunity for adaptive reuse. Often priced below their original value, these properties are ideal for redevelopment into community-centric hubs, featuring a mix of residential, retail, and public spaces. Reimagining these spaces not only allows investors and developers to achieve significant returns, but also fosters positive economic growth in local communities. For retailers, these revitalized spaces offer the chance to thrive in environments with increasing foot traffic and elevated customer engagement.
Hawthorn Mall, a premier two-story super-regional shopping center in Vernon Hills, Illinois, is one B Mall currently undergoing a significant transformation – and early data suggests that the revitalization efforts are already bearing fruit.
Owned by Centennial Real Estate, Hawthorn is strategically positioned at the intersection of Lake County’s key thoroughfares, offering exceptional convenience and accessibility. The center is anchored by major brands like AMC, Dave & Buster’s, JCPenney, and Macy’s, with a diverse mix of more than 60 retailers and restaurants, including Anthropologie, FP Movement, H&M, Lovesac, PGA Tour Superstore, Perry’s Steakhouse & Grille, and Pure Barre. Now, in the midst of redevelopment, Hawthorn is evolving into a vibrant mixed-use community, integrating luxury residential, expanded retail and dining, and pedestrian-friendly spaces.
Although the Hawthorn Mall redevelopment is still under way, visit quality to the mall has already improved – with the median visit duration rising from 54 minutes between April 2022 and March 2023 to 61 minutes between April 2024 and March 2025. The median household income in Hawthorn’s captured market has increased as well, perhaps thanks to the addition of a luxury apartment complex on the mall’s property. Lastly, the share of evenings visits also grew, suggesting that Hawthorn's revamped dining and entertainment are making it an increasingly popular evening destination for locals.
Class-B malls represent a unique opportunity to meet both market demands and community needs through thoughtful redevelopment. While challenges such as securing financing, navigating zoning and regulatory hurdles, and managing costs exist, the potential rewards are significant. Successful redevelopment requires targeted tenant curation, strategic location, and a bold, forward-thinking vision. With expansive footprints, prime access, and adaptability, Class-B malls are perfectly positioned to evolve into dynamic, mixed-use centers – redefining retail experiences and meeting the needs of modern consumers and communities.

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.
