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With the year almost over, we dove into the visitation data for off-price leaders to see how the TJX chains, Burlington, and Ross Dress for Less are positioned ahead of the holidays.
The off-price segment continued to outperform the wider apparel category in recent months as consumers continued favoring budget-friendly retail outlets. Visits to TJX-owned T.J. Maxx and Marshalls as well as to Burlington remained elevated, with the three chains seeing YoY growth of 5.1%, 5.5%, and 6.4% in Q3 2024. And while Ross foot traffic declined slightly relative to 2023 in July, September, and October, the chain’s YoY visit gap remained significantly smaller than that of the wider apparel category.

And even as Ross lags slightly behind the rest of the off-price space, the chain leads the segment in one metric – the share of returning visitors every month. In Q3 2024, over half of Ross’ monthly visits came from visitors who visited the chain at least twice in the month, compared with 41.9% - 47.6% of visits from returning visitors for the other three off-price leaders.
This data indicates that Ross is already extremely successful at cultivating a loyal clientele that regularly visits the company’s stores – and adding new shoppers to its circle of dedicated customers could drive further YoY visit growth going forward.

Expansion has been a major driver of off-price growth in recent years. Since 2019, the four off-price chains analyzed have all greatly increased their brick-and-mortar footprints, leading to visit surges nationwide.
And impressively, T.J.Maxx, Marshalls, Burlington, and Ross have all managed to expand their physical reach dramatically without straying from their core audience. Diving into the four chains’ trade area demographics in Q3 2019 and Q3 2024 reveals that, even as the retailers’ store fleet configurations evolved, their trade area demographics remained strikingly consistent.
Since 2019, the share of large households in the retailers’ trade areas has remained remarkably steady – though all four brands have seen a slight increase in the share of 4+ person households. The trade areas’ median household incomes (HHIs) did shift slightly as the chains expanded – falling for T.J. Maxx and Marshalls, and, to a lesser extent, Ross, while increasing somewhat for Burlington – but the change from 2019 has been minimal.
It seems, then, that these four off-price leaders have successfully grown their reach over the past five years while maintaining a strong connection with their core customer base, positioning them for continued sustained success in the competitive retail landscape.

As the holiday season approaches, the off-price retail sector remains resilient. The year-over-year growth and high loyalty rates seen by category leaders along with their success at expanding without alienating their core audiences positions these chains to remain a formidable force within the wider retail landscape.
For more data-driven retail insights, visit placer.ai/blog.

The all-important fourth quarter of the year is underway, and leading beauty chains like Ulta Beauty and Sally Beauty Supply are gearing up for an exciting holiday shopping season. We dove into the data to see how the two chains have performed in recent months – and what they can expect in this year’s Q4 retail milestones.
In Q3 2024 (July - September), quarterly visits to Ulta and Sally Beauty were essentially on par with last year’s levels. Ulta saw a minor year-over-year (YoY) uptick of 1.2%, while Sally Beauty maintained a slight visit gap.
Diving into monthly visit trends, ever-expanding Ulta experienced positive YoY foot traffic growth throughout the summer – especially in August, when an additional Saturday provided vacationers and back-to-school shoppers with extra weekend browsing time. And though visits to the chain dipped in September, they quickly bounced back again, with October seeing a 4.5% YoY visit boost likely bolstered by Halloween offerings and seasonal sales.
Sally Beauty, for its part, has been closing locations as part of a store optimization plan implemented largely in 2023. Viewed against this backdrop, the chain’s modest monthly visit gaps – which narrowed to just 0.2% in October 2024 – are particularly impressive. And Sally Beauty Holdings, Inc. has remained nimble on its feet, testing new concepts like Happy Beauty Co., a new store format with cosmetics and other self-care products priced under $10.
For both chains, their October showing signals that eager customers are gearing up for a busy Q4.

But how do Ulta and Sally Beauty experience the holiday season? Which retail milestones resonate most strongly with their customers – and where do they see the most impressive holiday visit boosts?
Ulta Beauty leans heavily into Black Friday each year with early deals that culminate in a shopping bonanza on the day after Thanksgiving – and in 2023, the milestone was the chain’s busiest day of the year. On November 24th, 2023, visits to Ulta were up 270.6% compared to a 2023 daily average. The second-busiest day of the year for Ulta was Super Saturday (December 23rd, 2023), which saw a 219.0% visit bump.
Still, looking at major Ulta markets throughout the country reveals significant regional variation in holiday milestone visitation patterns. Like many other retailers, Ulta experiences bigger Black Friday visit bumps in midwestern metro areas like Chicago, and much smaller ones in California hubs like Los Angeles. And though Black Friday is more important for the chain than Super Saturday on a national level, several CBSAs – including Dallas, New York, and Los Angeles – saw bigger boosts on Super Saturday than on Black Friday.
Sally Beauty – with its more specialized focus on hair care products – sees smaller holiday visit bumps than Ulta. But the chain’s holiday deals do draw crowds. December 23rd was Sally Beauty’s busiest day last year, with visits up 86.2% nationwide and significantly elevated throughout the chain’s major markets. And though Black Friday is much less significant for the retailer – in 2023, it was only Sally Beauty’s 11th busiest day of the year – the chain’s Black Friday deals drove a 55.4% visit bump.

And visits aren’t the only thing that increase at Ulta and Sally Beauty during the holidays. Looking at driving distances to the two chains shows that on Q4 milestones – and especially Black Friday – people travel farther to shop the sales. On Black Friday 2023, and to a lesser extent Super Saturday, both retailers saw significant jumps in the share of visitors traveling more than 10 or 30 miles to visit their brick-and-mortar locations.
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Affordable luxuries like cosmetics and hair care products make the perfect stocking stuffers for consumers still concerned about high prices. And if last year’s holiday trends are any indication, Ulta and Sally Beauty appear poised to enjoy a very festive holiday season indeed.
Visit Placer.ai for more data-driven retail insights.

While Boston trails both the New York City and Nationwide Office Building Index in return-to-office rates, one standout related to office activity is the Newbury Street location of the Dutch brand Suitsupply. Visitation to this location saw steady growth from February to August this year.


When examining the three East Coast cities in the chart—Washington, D.C., New York, and Boston—Educated Urbanites make up nearly half of Suitsupply's trade area, according to Spatial.ai’s PersonaLive data. In Boston specifically, there are also high indices for Near Urban Diverse Families and Young Professionals.

Both the Newbury St and Washington, DC Suitsupply locations saw the greatest gains compared to the prior year.

What might explain the gains in Boston? We have a few theories. First, Boston is a city where nearly a quarter of the population consists of students. The steady growth at the Newbury Street location from February to August could reflect students preparing for spring interviews, purchasing suits for summer internships, and later for weddings in late summer and early fall. Notably, a previous Anchor article highlighted that fall has become the most popular time of year for weddings. Additionally, the strong cohort of students and young professionals in their 20s and 30s may find the office environment particularly beneficial for camaraderie and mentorship. This group is also more likely to seek out—or at least be less resistant to—returning to the office compared to millennials and Gen X.
On a lighter note, there could be something lucky about this store, as it was the 100th location opened by the Amsterdam-based brand. From a quantitative perspective, year-over-year traffic to Newbury Street has increased over the past six months, with notable growth in June and August.

The importance of visual merchandising and the customer experience cannot be overlooked. A unique feature of Suitsupply is its in-store tailoring, often showcased prominently in the front window. This not only provides engaging "retail theater" but also reassures customers of the craftsmanship behind their suits. Some shoppers have even been drawn into the store out of curiosity sparked by seeing an artisan at work. Online reviews for the Boston location highlight customers' appreciation for attentive service, reasonable prices, meticulous attention to detail, and outstanding tailoring.

This week, we attended the Restaurant Finance & Development Conference (RFDC) in Las Vegas, a gathering of industry leaders including senior executives, real estate professionals, franchise groups, investors, and analysts. Similar to insights from last month’s Fast Casual Executive Summit, many operators acknowledged that 2024 has been a challenging year but expressed cautious optimism as they look ahead to 2025.
Restaurant operators have faced numerous headwinds this year, including inconsistent weather, heightened promotional activity across all tiers, increased competition from other food retail channels, elevated labor costs and shortages, and unfavorable lease terms contributing to a rise in bankruptcies. In Q3 2024, most restaurant chains experienced flat or declining visit-per-location trends, as shown below.

Still, some chains managed to achieve impressive growth in visitation per location this past quarter. Below, we highlight the top-performing limited-service restaurant chains (including QSR, fast casual, and coffee/beverage categories with more than 20 units) based on year-over-year visitation per location during Q3 2024.

The most striking takeaway from this chart is that these standout restaurant chains largely avoided the "value wars" seen across the industry this year. Instead, they leaned on menu innovation—chains like CAVA, Chipotle, and Wingstop introduced new offerings that didn’t overly complicate preparation—and operational excellence, particularly in drive-thru efficiency, with leaders such as 7 Brew, Raising Cane’s, In-N-Out, and Culver’s driving visit growth.
Reflecting on the success of these chains, it’s unsurprising that a major theme among restaurant operators at the RFDC event was maximizing returns from existing locations rather than prioritizing unit expansion in 2025. Many chains emphasized improving operations, including simplifying menus to boost throughput while still allowing limited-time offers to drive demand. Others highlighted technology-driven solutions, such as automated make lines and AI-powered voice ordering for drive-thrus. Additionally, executives explored alternative strategies to enhance unit-level returns, including expanded catering services and leveraging retail media opportunities.
What else is on restaurant operators’ minds as we look ahead to 2025?


The festive season is upon us, making it the perfect time to focus on a retail category that truly shines in Q4 2024: gifting, books, and paper. Despite the digital age, consumers continue to show a strong preference for shopping for these items in-store and still value tangible versions of these products. However, as discretionary retail faces challenges in meeting consumer expectations, has this category managed to capture consumer excitement and deliver delight amidst competing distractions and purchase priorities?
The book, paper, and gift market has experienced mixed performance among retailers this year, but even those facing year-over-year traffic declines have opportunities to improve. Barnes & Noble continues to set the standard, particularly in a category that was among the first to face e-commerce disruption; compared to 2019, visits are up 7% in 2024 despite a smaller store footprint. Paper Source is down 2% year-over-year in visits but is maintaining trends consistent with 2023. Similarly, Hallmark stores have seen a 2% decline in traffic year-to-date, though this aligns with a 5% reduction in store count. Notably, The Paper Store, a Northeastern chain of Hallmark Gold Crown stores, has outperformed the broader Hallmark brand by positioning itself more as a gift-first retailer, with cards and stationery playing a secondary role.

The book, paper, and gift market has experienced mixed performance among retailers this year, but even those facing year-over-year traffic declines have opportunities to improve. Barnes & Noble continues to set the standard, particularly in a category that was among the first to face e-commerce disruption; compared to 2019, visits are up 7% in 2024 despite a smaller store footprint. Paper Source is down 2% year-over-year in visits but is maintaining trends consistent with 2023. Similarly, Hallmark stores have seen a 2% decline in traffic year-to-date, though this aligns with a 5% reduction in store count. Notably, The Paper Store, a Northeastern chain of Hallmark Gold Crown stores, has outperformed the broader Hallmark brand by positioning itself more as a gift-first retailer, with cards and stationery playing a secondary role.
Barnes & Noble's consistent and sustainable traffic growth can be attributed to several successful initiatives. The retailer has expanded its product categories, doubled down on gifting, strengthened its position as a third space, and tapped into consumers' enduring love for books—all of which have set it apart in a challenging discretionary retail landscape. The effectiveness of these efforts is reflected in the chain's dwell time, which averages 37 minutes—nearly 10 minutes longer than any of the other chains reviewed—and excels at keeping visitors in-store for over 30 minutes.

Barnes & Noble has done an impressive job of evolving its visitor demographics over time, particularly in the face of the digital revolution and the disruption of the book category. The success of specialty retailers often reflects broader cultural movements and shifts in consumer preferences, and Barnes & Noble is no exception. According to PersonaLive customer segments, the chain has significantly increased its penetration of younger consumer segments, such as Young Professionals and Young Urban Singles, when comparing 2024 year-to-date with 2019. Factors contributing to this trend could include the rise of book club culture among younger cohorts, the appeal of working from the in-store café, and an expanded assortment of gifts and paper products for special occasions.

This focus on younger consumers seems to be paying off. In 2024, 6% of Barnes & Noble visitors also shopped at a Hallmark location, although only 1% visited Paper Source, its sister brand. The integration of Paper Source shop-in-shops within Barnes & Noble locations may be cannibalizing cross-visitation between the two standalone chains.
As for Paper Source, it shares many of the elements driving Barnes & Noble's success but faces challenges in fully unlocking its potential. One key differentiator is its invitation business, but as consumers increasingly turn to digital platforms like Facebook or Paperless Post for invitations, even the booming wedding market hasn’t been enough to significantly drive growth.
A significant challenge for Paper Source comes from competition within the superstore category. This year, 87% of Paper Source visitors also shopped at Target, and 63% visited Walmart. Both retailers have invested heavily in expanding their party supplies, cards, and gifting assortments, making it more convenient for shoppers to purchase these items during a single trip, rather than visiting a separate specialty store.

Paper Source has a strong demographic foundation to build upon as it works toward stabilization. According to PersonaLive, the chain significantly outperforms Barnes & Noble in visitation percentages among Ultra Wealthy Families, Young Professionals, and Educated Urbanites, with Ultra Wealthy Families accounting for nearly a quarter of its visitors. Its frequent co-tenants reflect similar socio-economic patterns, aligning with successful specialty chains that appeal to wealthier shoppers, such as lululemon, Sephora, Anthropologie, Warby Parker, Madewell, and Apple. With these favorable dynamics in place, Paper Source has an opportunity to thrive—success may depend on effective messaging and marketing to this affluent customer base.

The differences between Hallmark stores and The Paper Store highlight contrasting strategies: one chain has successfully expanded its product offerings to capture a more engaged audience, while the other remains closely tied to the traditional paper category and has struggled to do the same. There is little overlap in visitation between the two chains, suggesting that consumers may perceive The Paper Store as entirely separate from Hallmark, despite its status as a Gold Crown retailer.
The Paper Store’s elevated and expanded assortment has fostered stronger loyalty among its visitors compared to the Hallmark chain. In 2024, loyal visitors—defined as those visiting twice per month—accounted for 12% of The Paper Store’s visitors, 2 percentage points higher than Hallmark. Additionally, The Paper Store serves more as a destination, with 37% of visitors heading home afterward, also 2 points higher than Hallmark. By expanding its product categories and curating localized selections, The Paper Store has successfully differentiated itself from the traditional Hallmark model, a strategy that could benefit the national chain as well.

The gifting, book, and paper retail category demonstrates varied consumer behavior across chains. The success of Barnes & Noble and The Paper Store underscores the importance of expanding product assortments to attract visits, as consumers increasingly seek convenience by consolidating their purchases in fewer trips. While consumers may tolerate more frequent visits for essential retail, in specialty retail, convenience and variety are critical. The category’s overall resilience suggests that consumers still have discretionary spending power for the right products at the right time, offering hope for retailers still refining their approach.

The sporting goods and sportswear category has had a rough couple of months. Two mainstays in the space – Bob’s Stores and Eastern Mountain Sports – filed for bankruptcy in June, and several sportswear and athleisure leaders posted disappointing results. So is the consumer demand for leggings and sneakers waning? Or is the category merely facing a temporary slowdown? We dove into the data to find out.
With budgets still tight, many shoppers are turning to value apparel and value athletic wear – and this trading down may be impacting the sporting goods and sportswear space: Q3 2024 visits to most sporting goods and athletic wear chains analyzed, including DICK’s Sporting Goods, Athleta, Academy Sports + Outdoor, and Hibbett Sports, remained at or moderately below 2023 levels. Still, the relatively minimal visit gaps indicate that demand for the category remains stable and may rise again with increased consumer confidence.
Meanwhile, lululemon athletica saw a 7.6% increase in YoY visits in Q3 2024 thanks to the company’s ongoing expansion.

But even as the sporting goods and sportswear category may be facing a temporary lull, diving into the demographics of the trade areas for the various retailers reveals the variety of sporting goods and sportswear consumers – showing the varied demand for the category.
The median household income within the trade areas of the five chains analyzed ranged from $54.8K for Hibbett Sports to $108.3K for Athleta. The share of households with children within the trade areas also varied among the chains: DICK’s Sporting Goods, and Academy Sports + Outdoors included significantly more households with children in their captured markets when compared with Athleta, lululemon, or Hibbett Sports.
It seems, then, that each chain appeals to a specific consumer segment – DICK’s and Academy Sports both serve families, although DICK’s attracts the higher-income households and Academy Sports draws more middle-income shoppers. Lululemon and Athleta both operate at the higher-end of the athletic wear spectrum, but Athleta shoppers tend to come from slightly more affluent areas with larger household sizes. And Hibbett has carved out a niche among lower-income consumers.

Demand for sportswear and gym gear may not be as strong as it was at the height of the pandemic when gyms were closed and consumers were doubling down on comfort. But the variety of audiences within the category leaders’ trade areas indicates that appetite for athletic wear and sporting goods is still widespread. And with Black Friday around the corner, these chains – and especially the higher-priced retailers among them – may well get a boost from price-conscious consumers looking to snag discounts at their favorite premium chains.
For more data-driven retail insights, visit placer.ai.

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.
