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Department stores continue to adapt to evolving consumer preferences and an ever-changing retail landscape. We looked at the latest location analytics for traditional and luxury department stores to uncover how they are finding success in today’s dynamic apparel space.
Consumers’ prioritization of value has significantly impacted the apparel space in recent years.
Fueled by tepid consumer confidence and rampant inflation, demand for off-price has soared, putting pressure on department stores and traditional apparel retailers. As a result, off-price’s share of total visits to the apparel space steadily increased between 2021 (36.4%) and 2024 (41.5%), while the visit shares of our traditional department stores and other apparel segments declined.
But luxury department stores, which serve a higher-income clientele, appear to have remained relatively insulated from the rise in budget-conscious shopping, as the relative share of visits to this segment held steady over the past four years.
Diving into cross-visitation trends also reveals the impact of a growing off-price segment on the department store space.
Between 2021 and 2024, the share of both Nordstrom’s and Dillard’s visitors that also visited one of the leading off-price chains increased – suggesting that shoppers at both traditional and premium department stores feel the draw of off-price apparel. (Still, the shares of Dillard’s visitors that also visited one of the off-price chains was generally larger than that of Nordstrom’s, suggesting that visitors to the more upscale department store were less inclined to also visit an off-price store.)
And it seems that leading department stores are already trying to meet the growing demand for discounts within their consumer base. Dillard’s emphasis on private-label merchandise helps keep products affordable without compromising quality. Meanwhile, Nordstrom continues to expand its off-price format – Nordstrom Rack – to capitalize on demand for value in the apparel space.
Still, value-seeking behavior on the part of the consumer doesn’t always mean prioritization of discounts, and one way that several department stores are adding value – and finding success – is by investing in the shopping experience.
Bloomingdale’s emphasized experiential events and exclusive product launches to engage consumers last year, including several pop-culture-inspired collections. The department store’s visits increased 1.5% YoY in 2024, perhaps reflecting the demand for Bloomingdale’s immersive and culturally relevant environment.
Meanwhile, Nordstrom’s digital strategy demonstrated how a seamless omnichannel platform can elevate the shopping experience. The brand’s new app uses generative AI to make personalized style recommendations and allows users to check merchandise availability or make a stylist appointment at their local store. The app’s pre-holiday release may have contributed to Nordstrom’s resounding success in 2024, including a 2.2% visit increase compared to 2023.
And the investments in in-store experiences yielding visit dividends are not limited to premium chains. Dillard's, often considered a mid-range brand, has expert stylists ready to assist, and carefully manages inventory so stores are well-stocked but clutter-free, cultivating a classy retail environment. Dillard’s saw 2.3% YoY visit growth in 2024, indicating that its in-store experience is highly valued by shoppers.
Department stores are uniquely positioned to thrive in the current apparel retail landscape. Faced with demand for lower price points, department stores can harness the opportunity with affordable private-label merchandise or off-price formats. And while value-seeking is on the rise, retailers that provide an elevated shopping experience add a different kind of value to their brand.
For more data-driven retail insights, visit Placer.ai.
Dine Brands, which owns and operates IHOP, Applebee’s, and Fuzzy’s Taco Shop, is a major name in the full-service casual-dining restaurant segment. We took a look at how its two largest brands – IHOP and Applebee’s – performed in 2024.
The full-service dining segment has experienced its fair share of challenges over the past years, with pandemic-era closures and inflation weighing on restaurant visits. And Dine Brands’ largest chains, IHOP and Applebee’s, were not immune to these challenges, with YoY visits down by 3.6% and 3.0%, respectively, in 2024.
Applebee’s closed a number of locations throughout 2024, a move that likely contributed to the relative stability of its visits per location metrics: Q4 2024’s visits per location were just 1.6% lower than in Q4 2023 compared to a YoY decline of 3.9% in overall traffic. The brand’s emphasis on value may also have helped Applebee’s narrow its YoY visit gap between Q3 and Q4, as its $9.99 Really Big Meal Deal – launched in November 2024 and extended into 2025 – likely drove traffic from budget-conscious patrons.
IHOP and Applebee’s dominate in their own distinct dayparts – IHOP in the mornings and Applebee’s in the evenings. This diversity allows Dine Brands to effectively "own the clock" and cater to a range of dining preferences throughout various times of day.
Perhaps unsurprisingly – the word “pancake” is in its name – IHOP primarily attracts guests during morning hours, with 46.6% of its visits occurring between 6:00 AM and 12:00 PM. In contrast, Applebee’s serves as a popular post-work and dinner destination, with 56.0% of its visits taking place after 6:00 PM.
And recognizing the value of owning the clock in this way, Dine Brands unveiled its newest concept – a dual-branded IHOP-Applebee’s, with the first opening in February in Seguin, Texas and another twelve slated to open throughout 2025. This approach, which Dine Brands already piloted in international markets, allows diners the option to mix and match from IHOP and Applebee’s most popular menu items.
Beyond visit timing, IHOP and Applebee’s also serve distinct customer demographics, further reinforcing their complementary strengths. In 2024, 28.5% of households in IHOPs’ captured market were households with children, compared to 26.7% for Applebee’s. IHOP also saw larger shares of “Singles & Starters” in its captured market – defined by the Experian: Mosaic dataset as young singles and starter families living a city lifestyle.
Meanwhile, Applebee’s attracted visitors coming from captured markets with older audiences, with 9.4% of its visitors falling into the "Autumn Years" category – nearly double IHOP’s 5.0% share.
These distinctions mean that Dine Brands isn’t just spreading its traffic across different times of day – it also is capturing consumers across different life stages. By offering something for a variety of diners, the restaurant group can continue driving visits across multiple dining needs and occasions.
Despite weathering their fair share of challenges in 2024, IHOP and Applebee’s are innovating as 2025 gets underway.
For the latest data-driven dining insights, visit Placer.ai.
Best Buy has long been a go-to destination for consumers looking for the latest tech – but like many retailers, it has faced challenges in recent years. We dove into the data to explore the latest visitation trends for Best Buy and the demographics of visitors that are driving traffic to the chain.
Best Buy’s visits lagged in 2024 (7.0% below 2023 levels), but the company continues to invest in a real estate strategy aimed at improving consumer engagement. To leverage its store fleet most efficiently, Best Buy is closing traditional large-format stores while opening smaller-format ones to provide a tailored experience to consumers – often in small and midsized markets previously untapped by the retailer.
And Best Buy may already be reaping the benefits of this strategy; in January 2025, the retailer received a 0.4% YoY boost in foot traffic. As the chain continues to optimize its real estate footprint, it could be on track to drive more visit growth in the near future – particularly as more shoppers replace consumer electronics purchased during the pandemic.
Drilling down to daily visitation over the holiday season further highlights Best Buy’s momentum going into 2025. Best Buy consistently drives traffic during critical retail moments, and 2024 was no exception.
On Black Friday 2024, the retailer saw a 473.1% visit boost compared to the daily average for 2024. And the foot traffic surge continued the following day (Black Saturday, 162.4%) as consumers likely continued to take advantage of the weekend’s discounts.
And as was the case in previous years, Best Buy’s traffic picked up as Christmas 2024 neared, with significant visit spikes on Super Saturday (199.0%), Panic Sunday (151.3%), and Christmas Eve Eve (171.7%). Best Buy also saw elevated traffic post-Christmas traffic on Boxing Day (128.0%), when consumers likely looked to exchange gifts or set up their new tech with the help of the renowned Geek Squad.
Of course, Best Buy is more than just a holiday shopping destination. And analysis of audience segmentation for the retailer reveals that families are overrepresented in the chain’s captured* market relative to its potential* market – indicating that this segment in particular drives significant traffic year-round.
According to the AGS: Demographic Dimensions dataset, in 2024, the average household size in Best Buy’s potential market was 2.49 people compared to 2.64 people in the chain’s captured market. Married couples with children were also more heavily represented in the chain’s captured market (33.4%) compared to its potential market (32.0%), suggesting a relatively larger share of visitors from family households among Best Buy’s visitors.
Further analysis of audience segments within the chain’s captured and potential markets indicates that visitors from a variety of family types are drawn to Best Buy. According to the Spatial.ai: PersonaLive dataset, residents belonging to the “Wealthy Suburban Families”, “Upper Suburban Diverse Families”, “Near-Urban Diverse Families”, and “Blue Collar Suburbs” segments were all over-represented in Best Buy’s captured market compared to its potential market. This suggests that visitors from different types of family households – working-class, wealthy, urban, and suburban – are driving traffic to Best Buy.
Perhaps families are drawn to Best Buy’s expanding experiential format, where visitors of all ages can get hands-on with LEGO and explore home theater set ups worthy of a family movie night.
*A chain or venue’s potential market is derived by the census block groups (CBGs) from which the retailer draws its visitors weighted by the population size of each, whereas a captured market is derived from the same CBGs weighted by the share of visits from each, and thus reflects the population that actually visits the chain or venue.
Best Buy’s ability to drive traffic through strategic store formats, holiday shopping surges, and family households highlights the company’s ongoing relevance in the evolving consumer electronics landscape. With early signs of a foot traffic resurgence, Best Buy appears to have positioned itself for continued success in 2025.
Want more data-driven retail insights? Visit Placer.ai.
Our hearts go out to all those affected by the recent Los Angeles wildfires. Many Angelenos, in search of a sense of normalcy and diversion, have turned to a familiar and comforting place—the mall.
On the west side of Los Angeles, Third Street Promenade in Santa Monica experienced a significant surge in weekly visitation compared to a baseline of January 6th-12th 2025. This increase is not surprising, as many Palisadians fled south to Santa Monica hotels and rentals, allowing them to stay close to their neighborhoods, children’s schools, and social circles.
Westfield Century City and The Grove also saw increased foot traffic, as both malls serve as key gathering spots in their communities and feature state-of-the-art movie theaters, providing a few hours of escape. Additionally, their upgraded HVAC systems—enhanced post-pandemic—may offer an added layer of comfort for visitors. Similarly, Westfield Topanga, a familiar shopping destination for residents of the San Fernando Valley, saw an uptick in visits during the second half of January. And traffic at these shopping destinations was still elevated as of mid-February, suggesting that at least some displaced residents are likely staying in the area in the more medium-term.
Some Palisadians have opted to relocate much farther south, though this migration appears to have had a more dispersed effect on shopping patterns. As a result, we do not see a significant impact on visitation to South Bay shopping centers like Manhattan Village and Del Amo Fashion Center.
While reports have mentioned some Palisadians moving to Newport Beach—a community that shares similar demographics with the Palisades—the influx does not appear to be large enough to meaningfully shift mall visitation patterns in January. Additionally, given the circumstances, it is unlikely that many displaced residents would be making frequent trips to Fashion Island or South Coast Plaza. Instead, those who have temporarily relocated to the area are likely settling in as newly arrived locals.
If we examine the year-over-year (YoY) change in visits from specific ZIP codes, Placer data reveals a significant surge in visitation to Third Street Promenade from the Pacific Palisades during January 2025, with visits increasing by 20.4% compared to the same period last year.
Demographic analysis of the Third Street Promenade’s trade area also indicates that the shopping corridor drew a higher proportion of family households and more affluent audience segments – perhaps thanks to the influx of visitors from the Palisades.
Amid the disruption caused by the wildfires, shopping centers have stepped in as steady community spaces rather than just retail venues. The uptick in foot traffic at locations like Third Street Promenade and Westfield Century City shows that these malls are serving as reliable hubs for daily routines and social connection, offering residents practical support as they navigate uncertain times.
In the wake of the devastating wildfires across the greater Los Angeles area, retailers—both local and national—have played a crucial role in providing relief, comfort, and a sense of community for those impacted. Retail is an industry that touches consumers’ lives daily, often more frequently than most other businesses. Because retailers fulfill a wide range of needs, they have become essential partners in supporting communities facing unimaginable crises.
In the immediate aftermath of the Palisades and Eaton Fires, retailers transformed their stores into donation hubs, offering displaced individuals essential items such as clothing and N95 masks. Major brands, including J.Crew, Gap Inc., and Free People, quickly repurposed their stores to serve as distribution centers. Free People even opened an entirely new shop in Santa Monica—Free Shop by Free People and FP Movement—where affected residents could book time slots to browse and collect necessary items. Beyond national retailers, Los Angeles-based brands also stepped up to support fire victims. Babyletto, a juvenile furniture brand, donated cribs to displaced families, while apparel company Big Bud Press launched new collections with proceeds benefiting the Pasadena Jobs Center.
While retail depends on consumerism, its role over the past month has extended beyond sales, making a profound impact on the local community. Many retailers in the discretionary sector opened their doors to directly assist affected families, demonstrating that physical retail spaces can be used for more than just commerce. By taking action on the ground rather than simply offering monetary donations, retailers provided immediate, tangible support to those in need.
Three specific retail locations in Los Angeles exemplified this effort, with Placer’s data revealing just how meaningful their initiatives were. Gap’s Santa Monica store was among the first to pivot toward relief efforts, distributing new Gap merchandise and PPE to community members beginning on January 11th. Alo Yoga’s Beverly Hills location provided care kits to impacted residents between January 14th and 16th. Meanwhile, Babylist, an online registry service with a physical showroom in Beverly Hills, hosted donation days on January 21st and 28th, allowing displaced families to shop for free and replace lost items.
Placer’s foot traffic estimates suggest that these relief efforts were well-received and widely utilized. Each of these locations saw an increase in visits during the weeks their relief initiatives took place, surpassing the average January baseline. The data underscores how critical these retailer-driven efforts were in supporting Los Angeles families and providing much-needed aid during a difficult time.
During Alo Yoga’s donation event from January 14th to 16th, there was a noticeable increase in visitation from across the greater Los Angeles area, drawing new traffic beyond the Beverly Hills neighborhood. Compared to January baseline trends, the week of January 13th saw a higher share of visits originating from 3 to 10 miles away. More significantly, visits also increased from 10 to 30 miles away, likely including individuals affected by the Eaton Fire. In contrast, visits from over 250 miles away declined, underscoring the sharp drop in tourism to Los Angeles during the peak of the wildfire crisis.
Babylist’s LA showroom opened its doors to families in need, offering a space to replace essential baby items lost in the fires. These relief events attracted a different visitor mix than the store typically sees, providing immediate support for young families and grandparents. According to PersonaLive’s visitor segmentation, during the weeks Babylist hosted its relief events, there was a higher distribution of visits from Educated Urbanites, Young Professionals, and Sunset Boomers. In contrast, the full-month January data showed a greater share of visits from Ultra Wealthy Families. This shift highlights how retailer-led relief efforts were actively utilized by those in need, reinforcing the critical role local businesses can play in supporting communities during crises.
Retailers play a vital role in the communities they serve, and their ability to provide immediate support in Los Angeles through physical stores allowed for faster distribution of donations and aid. The best-in-class relief strategies implemented by these retailers should serve as a blueprint for others to follow, reinforcing the importance of brick-and-mortar stores as essential community assets during times of crisis and recovery.
2024 was a challenging year for the restaurant industry, marked by increased competition from other food retail channels, intensified value wars, and rising operational costs, all of which contributed to a surge in bankruptcies. The start of 2025 has been equally difficult.
Despite these challenges, our data continues to show strong consumer demand for dining out. However, the way consumers interact with restaurants is evolving more than ever before. Below, we highlight several key shifts in consumer behavior that restaurant operators, suppliers, and investors should consider in the year ahead.
With Starbucks' renewed focus on its coffeehouse roots under CEO Brian Niccol, an important question emerges: have today’s restaurants become too complex? Starbucks originally built its brand as a “third place” away from home and work – an inviting space for customers to gather. However, this focus began shifting about a decade ago with the rollout of Mobile Order and Pay. As e-commerce surged in the early 2010s, consumers became accustomed to making purchases online or via mobile apps, making digital ordering a necessity for most retailers and restaurants. Yet, prioritizing convenience through mobile ordering and pickup created a disconnect with Starbucks’ experience-driven identity, leading to friction between its convenience-oriented and experience-focused customers.
This tension between experience and convenience has been a challenge for many restaurant operators in recent years. It explains why QSR chains have reduced store footprints while expanding drive-thru capacity, why fast-casual and casual-dining restaurants have increasingly adopted pickup and drive-thru windows, and why many chains now allocate dedicated space for delivery orders. Even Darden, long resistant to third-party delivery, ultimately embraced it to adapt to changing consumer behavior.
Visitation trends in 2024 reinforced the difficulty of balancing experience and convenience within the same restaurant model. Among chains with more than 100 locations, those with the highest year-over-year (YoY) growth in visits per location were largely drive-thru specialists, such as Raising Cane’s, In-N-Out Burger, 7 Brew Coffee, and PJ’s Coffee. Meanwhile, non-drive-thru leaders like CAVA and Chipotle thrived by focusing on customization, underscoring that consumers are willing to pay a premium for personalized experiences that align with their preferences.
The rise of convenience-based restaurants does not signal the end of experiential dining – far from it. Below, we’ve outlined monthly year-over-year (YoY) visit trends for major restaurant categories in 2024. While QSR value wars dominated industry headlines throughout the year, casual- and fine-dining chains actually outperformed the QSR segment in YoY visit growth.
Some of this success can be attributed to well-executed promotions, such as Chili’s "3 for Me" deal – which helped the chain finish just behind Raising Cane’s in visit-per-location growth for 2024 – and Buffalo Wild Wings’ "All You Can Eat Wings" promotion. However, the strong YoY performance of fine-dining chains further underscores that experience-driven dining remained highly in demand throughout the year.
We also see this trend reflected in dwell time across the restaurant industry. With the rise of drive-thru and takeout orders during and after the pandemic, combined with advancements in mobile ordering technology, it’s no surprise that dwell times for limited-service restaurants have remained below pre-pandemic levels (below). However, the opposite is happening in full-service restaurant categories, where dwell times are on par with or even exceeding pre-pandemic levels.
While many casual dining chains have seen an increase in takeout and delivery orders over the past few years, the growth of experiential dining concepts like Kura Sushi and GEN Korean BBQ, along with the continued expansion of eatertainment venues such as Topgolf, Puttshack, and Pinstripes—where dwell times often exceed 90 minutes—has helped maintain overall category dwell times. Meanwhile, the increase in dwell time for fine-dining establishments suggests that guests are making the most of their time when dining out, reinforcing the growing consumer preference for experience over convenience.
We've previously highlighted the importance of familiarity in consumer dining decisions, particularly in a challenging macroeconomic environment. With years of elevated inflation across food, rent, healthcare, and insurance, consumers have fewer discretionary dollars to spend. As a result, when they choose to dine out, they gravitate toward brands they know and trust.
In collaboration with the team at Bloomberg Second Measure, we analyzed data on the percentage of revenue generated from new customers at both full-service and limited-service restaurants. Our findings revealed a noticeable decline in new customer revenue during the second half of 2024, further reinforcing the idea that consumers are prioritizing familiarity when making dining choices.
This preference for familiar brands may be creating challenges for restaurant chains expanding into new markets. Traditionally, a new restaurant location in an unfamiliar market could expect to generate around 75% of the sales/visits seen in an established market—after an initial “honeymoon” phase when consumers try the brand for the first time. However, our data suggests that visit trends for restaurants entering new markets are now significantly lower than historical averages. Unsurprisingly, many operators have told us that their 2025 expansion plans will prioritize in-filling existing markets rather than expanding into new ones.
Portillo’s—the Chicago-based chain known for its Chicago-style hot dogs, Italian beef sandwiches, and char-grilled burgers—has experienced mixed visit trends when entering new markets. Below, we present visit per location trends for Portillo’s nationwide, in its home market of Chicago, and in several states where it has expanded in recent years. In its latest investor presentation, Portillo’s acknowledged that its average unit volumes are highest in its home market ($11.3 million in sales per location), compared to other Midwest markets ($6.0 million) and Sunbelt locations ($6.6 million). While these figures are still strong, they reflect the broader challenge that many restaurant brands face when expanding beyond their core markets.
Conclusion
As the restaurant industry navigates 2025, operators must strike a delicate balance between convenience and experience while adapting to shifting consumer preferences. The demand for dining out remains strong, but consumers are making more intentional choices, favoring trusted brands and prioritizing either speed and efficiency or immersive, experiential dining. At the same time, new market expansion presents growing challenges, with visit trends suggesting a preference for familiarity over novelty. As brands refine their strategies, those that successfully integrate innovation with operational excellence—whether through streamlined digital convenience, compelling promotions, or differentiated in-store experiences—will be best positioned for long-term success in an increasingly competitive landscape.
New year, new retail opportunities. And though 2023 is firmly in the rearview mirror, the economic headwinds that characterized much of the year have yet to fully dissipate. But every challenge also brings with it new opportunities, and many retailers are adapting to meet their customers' changing wants and needs.
This white paper analyzes location intelligence for 10 brands poised to succeed in 2024. Some, like low-cost apparel and home furnishing stores, are benefitting from consumer trade-down. Others are expanding into rural or suburban areas to meet customers where they are. Read on for some of 2024’s retail winners.
Until around four years ago, New Balance sneakers were commonly seen on the feet of suburban dads – not exactly a recipe for high fashion. But all that began to change in 2019 when the company began collaborating with Teddy Santis, who eventually became New Balance’s creative director. Since then, the brand’s popularity has surged among Gen Z and X and is now one of the fastest-growing sneaker companies in the industry, despite the increasing competition in sneaker space. In 2023, foot traffic to New Balance stores grew 3.3% year-over-year (YoY) and the brand has firmly established itself as ultimate retro cool.
Diving into the demographics of New Balance stores’ captured market trade area reveals the success of the chain’s rebranding. In 2023, New Balance’s trade area included larger shares of “Ultra Wealthy Families,” “Young Professionals,” and “Educated Urbanites” than the average shoe store’s trade area – highlighting New Balance’s successful reinvention as a brand for the young and hip.
The home improvement space is dominated by Lowe’s and Home Depot – but Harbor Freight Tools is quickly making a name for itself as a go-to destination for affordable tools and supplies.
Over the past few years, Harbor Freight Tools has expanded rapidly, with many of its new stores opening in smaller towns and cities. And the expansion appears to be paying off, with visits up YoY during every month of 2023. And although the chain is now operating with a significantly larger store fleet, the average number of visits per venue has generally increased – indicating that the company is expanding into markets where it is meeting a ready demand.
Over a decade after Mackelmore dropped his smash hit “Thrift Shop” in 2012, second-hand stores are still enjoying their time in the limelight. Shoppers, driven by a desire to reduce waste, find unique styles, and to save a few dollars at the till, continue to flock to thrift stores. And Winmark Corporation, which operates five secondhand goods chains – including apparel brands Plato’s Closet (young adult clothes), Once Upon a Child (children's clothes and toys), and Style Encore (women's clothing) – has benefited from the strong demand. Visits to the three Winmark clothing banners increased an average of 5.3% YoY in 2023.
The median household income (HHI) in the trade areas of Winmark’s apparel chains tends to be lower than the median HHI in the wider apparel category – so budget-conscious consumers are driving at least some of the company’s growth. With more consumers looking for ways to cut back on spending in 2024, the demand for second-hand clothes is expected to grow even further – and Winmark is likely to continue reaping the benefits.
HomeGoods, a treasure hunter's dream, is the discount home furnishing retailer owned by off-price retail giant TJX Companies. The chain, which operates over 900 brick-and-mortar stores, recently closed its e-commerce platform to focus on its physical locations – where foot traffic grew 6.0% between 2023 and 2022.
HomeGoods carries kitchen and home decor items along with furniture, and may be benefiting from the relative strength of the houseware segment, driven in part by an increase in at-home entertainment. And in a surprising twist, this low-cost retailer attracts more affluent visitors than visitors to the home furnishing segment overall. The median household income (HHI) in HomeGoods’ trade area stood at $84.7K/year compared to a $78.5K median HHI in the trade area of the average home furnishing chain. As economic uncertainty and the resumption of student loan payments impact consumers, wealthier shoppers seeking a budget-friendly home refresh are likely to continue choosing HomeGoods over pricier alternatives.
Florida-based Bealls, Inc., which got its start as a small town five-and-dime in 1915 in Bradenton, Florida, now operates over 600 stores across the country. The company, which saw an impressive 9.0% YoY increase in visits in 2023, recently consolidated its two largest banners – Burkes Outlet and Bealls Outlet – under the Bealls name.
One reason for Bealls’ success could be its appeal to rural consumers. Over the past five years, the share of households falling into Spatial.ai: PersonaLive’s “Rural Average Income” segment has steadily increased, growing from 12.6% in 2019 to 15.1% in 2023. With rural shoppers continuing to command ever-more attention from retailers, the increase in visits from this segment bodes well for Bealls in 2024.
Ollie’s Bargain Outlet was built for this economy. The chain saw a 13.0% YoY increase in visits in 2023, thanks in part to its popularity among a wide array of budget-conscious consumers. Ollie’s has found success with rural shoppers while maintaining its appeal among value-oriented suburban segments – and the chain’s diverse audience base seems to be setting it apart from other discount retailers.
A closer look at the chain’s captured market data, layered with the Spatial.ai: Personalive dataset, reveals that Ollie’s trade area includes larger shares of the “Blue Collar Suburbs” and “Suburban Boomer” segments when compared to the wider Discount & Dollar Stores category. As the chain plots its expansion, focusing on suburban and rural areas may help Ollie’s meet its customers where they are.
Trader Joe’s has managed to do what few stores can. The company does not invest in marketing, has no online shopping options, and loyalty programs? Forget about it. But despite this unusual approach to running a business, the California native has enjoyed consistent success over the years, with a 12.4% YoY increase in visits in 2023.
Trader Joe’s is particularly popular among younger shoppers, perhaps thanks to the company’s focus on sustainability and social responsibility – as well as its famously low prices. Analyzing the chain’s trade area using the AGS: Panorama dataset reveals that Trader Joe’s attracts more “Emerging Leaders” and “Young Coastal Technocrats” (segments that describe highly educated young professionals) than the average grocery chain. With Gen Z particularly concerned about putting their money where their mouth is, Trader Joe’s is likely to sustain its momentum in 2024 and beyond.
Convenience stores are growing up and evolving into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one c-store redefining what a convenience store can be. The chain, which announced a merger with Dom’s Kitchen in November 2023, offers an upscale convenience store experience and is particularly known for including local brands in its product assortment as well as its excellent wine curation and dining options.
Visitors to the chain were significantly more likely to fall into AGS: Behavior & Attitudes dataset’s “Wine Drinker” or “Nutritionally Aware” segments than visitors to nearby convenience stores. The company plans to ramp up store openings, particularly in the suburbs, where convenience and a good bottle of wine might just find the perfect home as a welcome distraction from the daily grind.
Jersey Mike’s is one of the fastest-growing franchise dining chains in the country, operating over 2,500 locations in all 50 states. The sandwich chain has seen its popularity take off over the past few years, with 2023 visits up 14.1% YoY and plans to open 350 new stores in 2024.
The company has long prioritized affluent class suburban customers – and visitation data layered with the Experian: Mosaic dataset reveals that Jersey Mike’s has indeed succeeded in attracting this audience. The percentage of “Booming with Confidence” and “Flourishing Families” (both affluent segments) in Jersey Mike’s trade area was larger than in the trade areas of the average sub sandwich chain. As Jersey Mike’s continues its expansion, focusing on suburban areas may continue to serve the chain well.
The East Coast may not be the first region that pops to mind when thinking about tropical smoothies – but New Jersey-based Playa Bowls is making it work. The company was founded by avid surf enthusiasts determined to bring the flavors of their favorite surfing towns stateside.
Playa Bowls has enjoyed strong visit numbers in 2023, with overall visits up 23.0% and average visits per venue up 17.1% YoY – and part of the chain’s success may be driven by its ability to draw wealthier customers to its stores. The Experian: Mosaic dataset reveals that the “Power Elite” segment is overrepresented in the company’s trade areas: The share of households falling into that segment from Playa Bowl’s captured market exceeded their share in the company’s potential market. As the chain continues expanding its domestic footprint, it seems to have found its niche among a wealthy customer base.
The past year saw a wide range of challenges facing brick-and-mortar retailers as economic fears continued to shake consumer confidence. But there are plenty of bright spots as the new year gets underway. These ten brands prove that the retail world never stands still, and that the next opportunity is just around the corner.
Sports leagues like the NBA, NFL, and MLB boast billion-dollar revenues – and the venues where these games unfold hold significant commercial potential in their own rights. Many stadiums host concerts and other shows in addition to regularly held sporting matches and can accommodate tens of thousands of spectators at once – creating massive retail, dining, and advertisement opportunities.
This white paper analyzes location intelligence metrics for some of the biggest stadiums across the country to reveal the commercial potential of these venues beyond simple ticketing revenue. Where do visitors of various stadiums like to shop? Do specific sporting and cultural events impact the nearby restaurant scene differently? How can stadium operators, local businesses, and advertisers tailor their offerings to a stadium’s particular audience and make the most of the stadium and the space throughout the year?
We take a closer look below.
The three major sports leagues – the National Basketball League (NBA), Major League Baseball (MLB), and the National Football League (NFL) – play at different points of the year, and the number of games each league holds during the season also varies.
MLB leads in game frequency, with each team playing 162 games during the regular season, which runs approximately from April through September. Basketball season is also around six months – roughly from mid-October to mid-April – but each NBA team plays only 82 games a season. And the NFL has both the shortest season – 18 weeks running from early September to early January (with the pre-season starting in August) – and the fewest number of matches per team. Understanding the monthly visitation patterns for the various types of stadiums can help advertisers, stadium operators, and other stakeholders ensure that they are leveraging the full potential of the venue throughout the year.
Unsurprisingly, the sports arenas serving the different leagues see visit spikes during their leagues’ respective season. But comparing visit numbers throughout the year to the average monthly visit numbers for each category in 2023 reveals that the relative visit increases and decreases during the on- and off-season vary for each type of stadium.
MLB stadiums display the steadiest visit strength during the on-season – perhaps due to MLB’s packed game schedule. MLB tickets also tend to be relatively affordable compared to tickets to pro football or basketball matches, which may also contribute to MLB’s consistently strong visit numbers throughout the season. During the MLB off-season, baseball fields – which tend to be uncovered – are relatively empty.
The seasonal visit spike to NBA arenas is less steady. The beginning and end of the season see strong peaks, and visits slow down slightly during the mid-season months of January and February. Visits then drop during the off-season spring and summer, but the off-season visit dip is not as low as it is for MLB fields – perhaps because the NBA arenas’ indoor nature make them suitable locations for concerts and other non-basketball events.
Meanwhile, NFL stadiums see the least dramatic drop in visits during the NFL off-season, as these venues’ enormous size also make them the ideal location for concerts and other cultural events that draw large crowds. These arenas’ strong almost year-round visitation numbers mean that sponsors and advertisers looking to expand beyond sports fans to reach a diverse audience may have the most success with these venues.
Although MLB offers the most budget-friendly outing, combining STI: Popstats demographic metrics with trade area data reveals that MLB stadium visitors reside in higher-income areas when compared with visitors to NBA or NFL stadiums.
Baseball fans tend to be older than fans of the other sports, which could partially explain MLB stadium visitors’ higher household income (HHI). The combination of lower ticket prices, higher median HHI among fans, and many games per season offers baseball stadiums significant opportunities to engage effectively with their fan bases.
But while NBA and NFL stadium attendees may not come from as high-income areas as do MLB stadium visitors, fans of live basketball and football still reside in trade areas with a higher HHI compared to the nationwide median. So by leveraging stadium space, advertisers and other stakeholders can reach tens of thousands of relatively high-income consumers easily and effectively.
Sports fans are known to be passionate, engaged, and willing to spend money on their team – but stadium visitors also shop for non-sports related goods and services. Retailers and advertisers can draw on location analytics to uncover the consumer preferences of stadium visitors and tailor campaigns, sponsorships, and collaborations accordingly.
Visitation data to the top five most visited MLB stadiums during 2023 showed differences between the apparel and sporting goods shopping preferences of the various stadiums’ attendees. While 39.4% of visitors to Truist Park also visited DICK’s in 2023, only 30.8% of Yankee Stadium visitors stopped by the sporting goods retailer in the same period. Similarly, while 29.9% of visitors to Yankee Stadium frequented Kohl’s, that percentage jumped to 47.3% for Busch Stadium visitors.
Harnessing location intelligence to see the consumer preferences of a stadium’s visitor base can help retailers, stadium operators, and even team managers choose partnerships and merchandising agreements that will yield the most effective results.
Sports and snacks go hand in hand – what would a baseball game be without a hot dog or peanuts? But while every stadium likely provides a similar core of traditional game day eats, each venue also offers a unique set of dining options, both on- and off-premise. And by leveraging location analytics to gain visibility into stadium-goers dining habits, stadium operators and local food businesses can understand how to best serve each arena’s audience.
Mapping where stadium visitors dine before and after games can help stakeholders in the stadium industry reach more fans.
The chart below shows the share of visitors coming to a stadium from a dining venue (on the x-axis) or going to a dining venue after visiting the stadium (on the y-axis). The data reveals a correlation between pre-stadium dining and post-stadium dining – stadiums where many guests visit dining venues before the stadium also tend to have a large share of guests going to dining venues after the event. For example, the AT&T Stadium in Arlington, Texas, saw large shares of visitors grabbing a bite to eat on their journey to or from the stadium, while the M&T Bank Stadium in Baltimore, Maryland saw low rates of pre- and post stadium dining engagement.
These trends present opportunities for both local businesses and stadium stakeholders. For example, venues with high dining engagement can explore partnerships with local restaurants, while those with lower rates can build out their in-house dining options for hungry sports fans.
Stadiums looking to enhance their food offerings – or local entrepreneurs thinking of opening a restaurant near a stadium – can also get inspired by stadium visitors’ dining preferences. For example, psychographic data taken from the Spatial.ai: FollowGraph dataset reveals that visitors to MetLife Stadium in East Rutherford, New Jersey have a much stronger preference for Asian cuisine compared to New Jersey residents overall. With that knowledge, the stadium can enhance the visitor experience by expanding its Asian food offerings.
On the other hand, MetLife Stadium goers seem much less partial to Brewery fare than average New Jerseyans, so the stadium operators and restaurateurs may want to avoid offering too many Brewery-themed dining options. Stadium stakeholders can reserve the craft beers for Caesars Stadium, M&T Bank Stadium, and Soldier Field Stadiums, where visitors seem to enjoy artisanal brews more than the average resident in Louisiana, Maryland, and Illinois, respectively.
All of the stadiums analyzed exhibited unique visitor dining tastes, a reminder that no customer or fan base is alike. Aligning on- or off-site dining options with offerings that align with a given customer base’s preferences can improve overall visitor satisfaction and boost revenues.
Zooming in to look at consumer behavior around individual events reveals further variability in dining preferences even among visitors to the same stadium, with different types of events driving distinct dining behaviors.
State Farm Stadium in Glendale, Arizona, is home to the Arizona Cardinals. The stadium hosted the 2023 Super Bowl, but the NFL stadium also acts as a concert venue for acts ranging from Taylor Swift to Metallica. And location intelligence reveals that the dining preferences of stadium visitors vary based on the events held at the venue.
During the Super Bowl, sports bars such as Yard House and Buffalo Wild Wings saw the largest increase in visits compared to the chains’ daily average. A month later, attendees at Taylor Swift's concert gave fried-chicken leader Raising Cane’s a significant boost.
Local restaurants can leverage location analytics to see what types of events are popular with their visitor base and craft collaborations and advertising campaigns that resonate effectively with their patrons.
Sports stadiums and arenas are not just spaces for sports and music enthusiasts to gather; they also offer significant commercial opportunities for the surrounding communities. Stadium operators and local businesses can fine-tune their offerings by utilizing location analytics to better connect with their visitor bases and uncover new retail opportunities.
The dining industry showcased its agility over the past couple of years as it rapidly adapted to shifts in consumer preference brought on by COVID and rising prices. And with a new year around the corner, the pace of change shows no signs of slowing down.
This white paper harnesses location analytics, including visitation patterns, demographic data, and psychographic insights, to explore the trends that will shape the dining space in 2024. Which dining segments are likely to pull ahead of the pack? How are chains responding to changes in visitor behavior? And where are brands driving dining foot traffic by taking advantage of a new advertising possibility? Read on to find out how dining leaders can tap into emerging trends to stay ahead of the competition in 2024.
Comparing quarterly visits in 2023 and 2022 highlights the impact of the ongoing economic headwinds on the dining industry. The year started off strong, with year-over-year (YoY) dining visits up overall in Q1 2023 – perhaps aided by the comparison to an Omicron-impacted muted Q1 2022. And while overall dining growth stalled in Q2 2023, several segments – including QSR, Fast Casual, and Coffee – continued posting YoY visit increases, likely bolstered by consumers trading down from pricier full-service concepts.
Foot traffic slowed significantly in Q3 2023 as inflation and tighter consumer budgets constrained discretionary spending. Overall dining visits fell 2.4% YoY, and full-service restaurants – with their relatively high price point compared to other dining segments – seemed to be particularly impacted by the wider economic outlook. But the data also revealed some bright spots: Fast Casual still succeeded in maintaining positive YoY visit numbers and Coffee saw its Q3 visit grow an impressive 5.4% YoY. As the return to office continues, a pre-work coffee run or lunchtime foray to a fast-casual chain may continue propelling the two segments forward.
Restaurant visitation patterns have evolved over the past few years. Although an 8 PM seating was once the most coveted slot at fine-dining restaurants, recent visitation data suggests that sitting down to dinner earlier is rising in popularity.
But among the QSR segment, the opposite trend is emerging, with late-night visits rising. Analyzing hourly foot traffic to several major QSR chains reveals that the share of visits between 9 PM and 12 AM increased significantly between Q3 2019 and Q3 2023. Even Taco Bell – already known for its popularity among the late-night crowd – saw a substantial increase in late-night visits YoY – from 15.4% to 20.3%.
Who is driving the late night visit surge? One reason restaurants have been expanding their opening hours is to capture more Gen-Z diners, who tend to seek out nighttime dining options. But location intelligence reveals that younger millennials are also taking advantage of the later QSR closing times.
An analysis of the captured market for trade areas of top locations within one of Taco Bell’s major markets – the Chicago-Naperville-Elgin, IL-IN-WI Metropolitan area – reveals a year-over-four-year (Yo4Y) increase in “Singles & Starters.” The “Singles & Starters” segment is defined by Experian: Mosaic as young singles and starter families living in cities who are typically between 25 and 30 years old. As consumers continue to prioritize experiential entertainment and going out with friends, late-night dining may continue to see increased interest from young city-dwellers.
Millennials and Gen-Z consumers aren’t only heading to their favorite fast food joint for a late-night bite – these audience segments are also helping drive visits on the weekends. Smoothie King is one chain feeling the benefits of young, health-conscious consumers.
The chain, which opened in New Orleans, LA, in 1973 as a health food store, has since grown to over 1,100 locations nationwide and is currently expanding, focusing on the Dallas-Fort Worth CBSA. The area’s Smoothie King venues have seen strong visitation patterns, particularly on the weekends – weekend visits were up 3.4% YoY in Q3 2023. The smoothie brand’s trade areas in the greater Dallas region is also seeing a YoY increase in weekend visits from “Young Professionals” – defined by the Spatial.ai PersonaLive dataset as “well-educated young professionals starting their careers in white-collar or technical jobs.”
While some dining chains are appealing to the late-night or weekend crowd, others are driving visits by appealing to sports lovers. How have recent rule changes around student athletes changed the restaurant game, and how can college football teams drive business in their hometowns?
College sports have long been a major moneymaker, with top-tier teams raking in billions of dollars annually. And as of 2021, college athletes can enjoy a piece of the significant fan following of college sports thanks to the change in the NCAA’s Name, Image, and Likeness (NIL) rules, which now allows student athletes to sign endorsement deals.
Since then, multiple restaurants have jumped on the opportunity to partner with student athletes, some of whom have millions of followers on Instagram and TikTok. Chains like Chipotle, Sweetgreen, Slim Chickens, and Hooters have all signed college athletes to various brand deals.
How can brands ensure they partner with athletes their customers will want to engage with? Analyzing a chain’s audience by looking at the interests of residents in a given chain’s trade area can reveal which type of athlete will be the most attractive to each brand’s customer base. For example, data from Spatial.ai: Followgraph provides insight into the social media activity of consumers in a given trade area and can highlight desirable partnerships.
Examining the trade areas of Chipotle, Sweetgreen, Slim Chickens, and Hooters, for instance, reveals that Sweetgreen’s visitors tended to have the largest share of Women’s Soccer followers. Conversely, Sweetgreen’s trade area had lower-than-average shares of College Football Fans or College Basketball Fans, while residents of the trade areas of the other three chains showed greater-than-average interest in these sports. Leveraging location intelligence can help companies choose brand deals that their customers resonate with and find the ideal athletes to represent the chain.
Finding the right college athlete partnership is one way for dining brands to appeal to college sports enthusiasts. But dining chains and venues located near major college stadiums also benefit from the popularity of their local team by enjoying a major game day visit boost.
One of the country’s most popular college football teams, the Ohio State Buckeyes, can draw millions of TV viewers, and its stadium has a capacity of 102,780 – one of the largest stadiums in the country. And while tailgating is a popular activity for Buckeyes fans, nearby restaurants are some of the biggest beneficiaries of the college football craze. Panera experienced a 235.3% increase on game days as compared to a typical day, Domino’s Pizza visits grew by 283.3%, and Tommy’s Pizza, a local pie shop, saw its visits jump by a whopping 600.9%.
This influx in diners also causes a major shift in game day visitor demographics, as revealed by changes in visitors at dining venues located near stadiums of two of the nation’s best college football teams – the Ohio State Buckeyes and Ole Miss Rebels. Based on Spatial.ai: Personalive data for the captured market of these dining venues, game day visitors tended to come from “Ultra Wealthy Families” when compared to visitors during a typical non-game day in September or October.
The analysis indicates that popular sporting events create a unique opportunity for restaurants near college stadiums to attract high-income customers game day after game day, year after year.
While some spend game day tailgating or visiting a college restaurant, others hold a viewing party – with a six-foot submarine. And the sub’s popularity extends beyond Superbowl Sundays. Sandwich chains including Jersey Mike’s, Firehouse Subs, Jimmy John’s, and Subway (recently purchased by the same company that owns Jimmy John’s) have seen sustained YoY increases in visits and visits per venue in the first three quarters of 2023.
Some of the growth to these chains may be related to their affordability, a draw at all times but especially during a period marked by consumer uncertainty and rising food costs. And subway leaders seem to be seizing the moment and striking while the iron is hot – Jersey Mike’s opened 350 stores in 2023 and still saw its YoY visits per venue grow by 6.6%. And Subway reported ten consecutive quarters of positive sales, a promising sign for its new owner.
The love for a healthy, affordable sandwich extends across all income levels, with all four chains seeing a range in their visitors' median household income (HHI). Out of the four chains analyzed, Jersey Mike’s – which has long prioritized a suburban, middle-income customer – had the highest trade area median household income of the four chains at $77.3K/year. Subway, known for its affordability, had the lowest, with $62.9K/year. The variance in median HHI combined with the strong foot traffic growth shows that when it comes to sandwiches, there’s something for everyone.
Persistent inflation and declining consumer sentiment may pose serious challenges for the dining space, but emerging trends are helping boost some restaurants. Customers seeking out a late-night bite drive visits to QSR chains, and health-conscious diners are boosting foot traffic to smoothie bars and sandwich shops. Meanwhile, sports sponsorships and game-day restaurant visits can provide a boost to dining businesses that take advantage of these opportunities.
