


.png)
.png)

.png)
.png)


In a market ruled by value and convenience, traditional full-service restaurants (FSRs) have faced an uphill slog. But even in 2024, some FSRs are flourishing. We dove into the data to explore factors driving success at three very different full-service chains: First Watch, Chili’s Grill & Bar, and Outback Steakhouse.
First Watch first burst onto the scene in 1983 with a single restaurant in California – and now boasts some 544 locations across 29 states. With offerings ranging from Superfood Kale Salads to more traditional pancakes and bacon and eggs, First Watch has emerged as a prime destination for diners seeking to enjoy a leisurely breakfast with family and friends.
And foot traffic data shows that First Watch, still firmly in expansion mode, is continuing to grow its audience. Between June and September 2024, First Watch saw consistent year-over-year (YoY) visit growth, outperforming both the full-service restaurant category and other diners & breakfast spots.

One factor that may be helping to propel First Watch’s success is the relative affluence of its customer base. Analyzing the income breakdown of First Watch’s trade area shows that in Q3 2024, nearly ten percent (9.7%) of households in the chain’s captured market earned $200K+ per year, compared with 6.5% for diners & breakfast chains and 6.9% for the wider FSR space. On the flip side, only 43.9% of households in First Watch’s captured market had annual incomes below $75K, compared to just over 50.0% for both analyzed segments.
Amidst concerns surrounding food inflation, rising labor costs, and discretionary spending cutbacks, First Watch’s wealthier customer base may be helping to shield it from some of the value pressures that have weighed on other restaurants – contributing to its resilience.

Another FSR that has been experiencing outsized visit growth this year – at least since April – is Chili’s Grill & Bar. Following a tepid start to the year, Chili’s launched its much-vaunted Big Smasher Burger on April 29th, 2024, and hasn’t looked back since.
The new offering, added to Chili’s 3 For Me value menu, presented a full-service value challenge to QSR favorites like the Big Mac. And in Q2 2023, the item helped drive a 14.8% increase in same-store sales.
Since the big launch, weekly YoY visits to Chili’s have been consistently elevated – kept aloft with the help of viral hype around Chili’s long standing Triple Dipper offering, as well as the new secret Nashville Hot Mozz offering that became so popular it spawned a halloween costume.
Unlike First Watch, Chili’s has found success by embracing its role as a value chain. The median household income (HHI) of Chili’s captured market in Q3 2024 was $73.1K – below the nationwide median of $76.1K, and on par with that of the wider FSR space ($73.7K – By way of comparison, the median HHI of First Watch’s captured market was $85.6K in Q3).
And a closer look at the demographic make-up of Chili’s captured market shows just how broad the appeal of the chain is. In Q3 2024, Chili’s visitor base was over-represented for a wide range of segments across age and income groups – from “Wealthy Suburban Families” to “Young Urban Singles”, “Suburban Boomers’, and residents of “Blue Collar Suburbs”. By delivering high-quality meals at affordable prices, Chili’s has solidified its place as an everyman’s chain, offering value comparable to that of quick-service restaurants.

Aussie-themed Outback Steakhouse – Bloomin’ Brands’ biggest chain – is another full-service restaurant that is successfully weathering the storm. Like other FSRs, Outback has faced its fair share of challenges over the past few years, with rising costs and spending cutbacks taking a toll on the chain’s performance. But in Q3 2024, the average number of visits to each Outback Steakhouse location increased 0.5% YoY, even as overall traffic to the chain fell 1.7% in the wake of strategic rightsizing moves that included the shuttering of a number of underperforming locations. By contrast, the average number of visits per location in the wider FSR space dropped 1.2%, while overall foot traffic to the segment fell 2.1%. Outback Steakhouse’s ability to sustain a YoY visit-per-location uptick in Q3, even if a minor one, shows that its rightsizing efforts are paying off.
And drilling down deeper into regional data for the chain shows that in some areas of the country, Outback Steakhouse is positively thriving. In California, Outback’s third-largest market in terms of store count, the chain saw a YoY visit increase of 5.3% – significantly higher than the statewide FSR average of 1.1%. In Washington and Oregon, Outback Steakhouse experienced even more substantial visit increases – 9.0% and 9.6%, respectively – even as full-service restaurants generally languished. And in all three states, the number of Outback Steakhouse locations has remained basically unchanged over the past year, meaning that these increases reflect the growing draw of the chain’s existing venues.

First Watch, Chili’s Grill & Bar, and Outback Steakhouse are very different full-service chains – but each of them is thriving in its own way. How will the three brands fare as the holiday season picks up steam?
Follow Placer.ai’s data-driven dining analyses to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Quick-service restaurants (QSRs) have faced headwinds in 2024, from higher costs to increased competition. But some brands are weathering the storm particularly well. We dove into the data to check in with two of the nation’s most prominent restaurant companies – Restaurant Brands International (RBI) and Yum! Brands – to see how their biggest chains, Burger King (RBI) and Taco Bell (Yum!), performed in Q3 2024.
Burger King, RBI’s largest restaurant chain, has been the focus of a major modernization effort, dubbed the “Royal Reset”, that includes a series of restaurant remodels and equipment and technology upgrades. Burger King has also been rightsizing – closing underperforming restaurants to shore up the chain’s overall strategic positioning.
And foot traffic data shows that these initiatives are paying off. In Q3 2024, overall visits to Burger King dipped 1.7% YoY – but the average number of visits to each Burger King location increased slightly (0.4%). This per-location uptick may have been fueled, in part, by the chain’s summer “$5 Your Way” value meal special, which kept YoY visits elevated through July. And some major markets – including Texas, Illinois, Washington, and Connecticut – performed even better, with average visit-per-location growth ranging from 1.5% - 5.1% YoY.

Taco Bell is Yum! Brands’ largest chain – accounting for over 70.0% of visits to the company’s U.S. restaurants in Q3 2024. And the Tex-Mex leader is another QSR that is standing strong in 2024. Throughout the summer, Taco Bell experienced YoY visit growth ranging from 1.2% to 2.2% – and though the chain saw a minor 1.9% YoY dip in September, this may be due to the month having one fewer Friday than the equivalent period of 2023. (Friday is Taco Bell’s busiest day of the week). Even accounting for this dip, visits to Taco Bell were up 0.6% YoY overall in Q3 2024.
One factor that has likely helped Taco Bell weather recent QSR storms has been its strength in executing special promotions. In July, the Tex-Mex leader attracted big crowds with a limited-time offer commemorating the 20th anniversary of the chain’s popular Baja Blast beverage. And in October 2024, the restaurant marked National Taco Day (Tuesday, October 1st) with ten hours of $1 tacos – fueling a substantial traffic spike: On the big day, visits rose 14.7% above the chain’s daily year-to-date (YTD) average, and 18.4% above the chain’s Tuesday YTD average.

Burger King and Taco Bell found success in Q3 2024 through limited-time promotions – and in the case of the former, a strategic focus on rightsizing while updating existing stores. How will RBI and Yum!’s biggest brands perform in Q4?
Follow Placer.ai’s data-driven restaurant analyses to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Starbucks’ preliminary fiscal Q4 2024 (July-September 2024) results--including a 10% decline in comparable transactions in its North America segment--reinforce that the company has "drifted from its core", as new Starbucks CEO Brian Niccol discussed following the release. The results also come at a time when other coffee and beverage chains are seeing year-over-year visit increases, reinforcing that new product innovations aren't connecting with consumers–management explained that “accelerated investments in an expanded range of product offerings coupled with more frequent in-app promotions and integrated marketing to entice frequency across the customer base did not improve customer behaviors.” (The difference between our visit per location figure and Starbucks’ reported number is likely due to lower coverage of urban stores in our platform).

As we wrote when Niccol assumed the CEO role in August, Starbucks’ transformation won’t happen overnight, but the data behind Niccol’s early strategies at Chipotle still hints at a successful turnaround. Niccol's plan to improve the Starbucks customer experience, remove bottlenecks and operational complexities (including a more streamlined menu), and refine Mobile Order and Pay is a sound strategy, but it will take time to implement. Positively, we believe that Starbucks has a strong foundation to work from. Below, we show the monthly visitor per location trend line since the beginning of 2022. While declines in visit frequency is something the company will work to address with its current initiatives, the number of visitors coming into each location generally remains strong (down only 2%-3% per month on average thus far in 2024). Assuming the company can execute Niccol’s plan to reduce bottlenecks and operation complexities, Starbucks’ wide visitor reach should drive improved engagement and visit frequency.

As we also pointed out a few months ago, we believe that Starbucks’ success in smaller underpenetrated markets have been somewhat overlooked. We analyzed Starbucks’ unit expansion opportunities in detail in September 2022, and we’ve seen progress on this initiative since then. Starbucks’ recent store development effects have been focused on “Tier 2 and Tier 3 cities where we see population growth and forecast both underserved demand and high incrementality.” We’ve revisited our visit per location data for Starbucks’ Top 25 designated market areas (DMAs) versus non-Top 25 DMAs over the last 12 full months below, and similar to our last update, Starbucks is seeing higher visits per location in its non-Top 25 markets. Many of these non-Top 25 DMA stores have been opened in the past 12-18 months, which suggests improved metrics as operational complexities are reduced and these locations enter the same-store sales base.


Photo Image Credit: Orange County Register
We know there’s appetite for Six Flags Fright Fest, Universal Studios Halloween Horror Nights, Knotts’ Scary Farm, and Halloween Screams at Walt Disney World, but one innovative car wash takes you to another level, inviting you to go on a “nightmarish journey that turns an ordinary car wash into a realm of terror.” Big Wave Car Wash in Anaheim is one of the locations, and it’s immediately clear that this spooky spectacular is a hit. Compared to another local car wash competitor, we see that the addition of the scary performers nearly triples Big Wave’s traffic, especially Thursday-Sunday with the October kickoff.


We compared the Spatial.ai PersonaLive segments for Big Wave and Drive Thru Express Car Wash from January-September 2024 vs from October 1-19, 2024. In the month of October alone, we saw over 4x more visits from Near-Urban Diverse families and from Melting Pot Families to the haunted carwash compared to the entire rest of the year. Among Young Urban Singles, there was a 2.5x multiplier for just the three weeks in October compared to January-September. And while Ultra Wealthy Families normally only make up 1% of the visits, during this spooky spectacular, they accounted for 5%. Now you know where to go when junior is bored–head for the haunted car wash!


No surprise, the trade area drawn during the month of October is significantly larger as people come from a total trade area of 53 sq miles during this event (October 1-19, 2024 in red), compared to 12 sq miles the rest of the year (January-September 2024 in blue).


Over the past two weeks, the home industry has been abuzz with news from the remnants of Bed Bath & Beyond. A retailer that stood as the leader among specialty players continues to try and find new life in physical retail despite the closure of the original chain and its subsidiaries. After a year back in business, buybuy BABY, under new management, announced that it would be closing its 10 reopened locations.
Over at Beyond Inc., the new holding company for Overstock.com and the newly reformed Bed Bath & Beyond brand, they announced new partnerships with both Kirkland’s and The Container Store. The former partnership is going to help bring the brand back to physical retail with the creation of five Bed Bath & Beyond “neighborhood” small format stores, with locations to be announced; stores will be scouted, developed and operated by Kirkland’s. In the partnership with The Container Store, Beyond Inc. made a financial investment in the retailer and will allow The Container Store to leverage the brand’s assets, name, assortment and data; shop-in-shops also appear to be a part of this new partnership.
The home industry has been incredibly challenged in the post-pandemic period (below). However, as the category became further consolidated over the past few years, these new partnerships could help to revitalize all three brands, all of which have a strong brand identity with consumers. These partnerships also allow the brands to harness their strengths to benefit multiple banners.

How closely aligned are these brands? Kirkland’s tends to focus on furniture and furnishings, The Container Store handles all things organization, and the Bed Bath & Beyond brand name still carries weight as the undisputed leader in all things home.
Looking at PersonaLive’s demographic and psychographic segmentation of visitors to all three brands in 2022, before Bed Bath & Beyond’s closure the next year, there are some clear alignments and also opportunities to reach new visitors through the partnerships. Kirkland outperformed Bed Bath & Beyond with suburban cohorts such as Wealthy Suburban Families, Upper Suburban Diverse Families and Blue Collar Suburbs.
Through the lens of The Container Store, it provides a lot more opportunity for Beyond Inc. to reach higher concentrations of visitors from segments such as Ultra Wealthy Families, Educated Urbanites and Young Professionals. Looking at the partnerships with both Kirkland’s and the Container Store as a collective strategy, Beyond Inc. can capitalize on the migration to suburban communities by consumers and higher income households with the new brand.

Another positive sign for the partnerships is the high levels of cross visitation between the retailers before the closing of Bed Bath & Beyond. In 2022, Bed Bath & Beyond’s final full year of operation, 20% of visitors to Kirkland’s and almost a quarter of visitors to The Container Store cross visited Bed Bath & Beyond.

In theory, both partnerships will allow Bed Bath & Beyond to return to physical retail in alignment with both consumers and the current retail landscape. Industry specific retailers and incredibly important to the health and long term success of the industry, and the idea of welcoming back a beloved brand is exciting. It should be interesting to see the new small format stores and installations as the debut and look at the impacts of the partnership on the broader home category.

The holiday shopping season is nearly upon us – and one category that always benefits from holiday sales is apparel. So with Q4 underway, we checked in western wear leader Boot Barn and discount footwear chain DSW (Design Shoe Warehouse, owned by Designer Brands, Inc.) to see how they fared in Q3 2024 – and what awaits them as Black Friday approaches.
Boot Barn and DSW – two very different shoe retailers – have been thriving in recent months. Since May 2024, the two chains have seen sustained monthly year-over-year (YoY) visit growth, finishing out Q3 2024 with visit upticks of 10.8% (Boot Barn) and 10.5% (DSW).

For Boot Barn in particular, Q3’s robust visit growth was at least partially driven by the chain’s aggressive expansion strategy: Between July 2023 and June 2024, Boot Barn opened some 50 new stores – and plans to open dozens more over the coming year. But foot traffic data also shows that the chain has succeeded in growing its footprint without significantly diluting traffic at existing locations. During Q3, the average number of visits to each Boot Barn location dipped just slightly below 2023 levels (2.8%), even as YoY visits to the chain surged by 10.8%.
DSW, for its part saw significant YoY visit growth throughout Q3, despite a store count that has remained relatively stable. As a store that offers shoppers access to high-quality, name-brand products at affordable prices, DSW lets consumers trade down while splurging at the same time.
DSW isn’t called a warehouse for nothing. The typical DSW store spans about 25,000 square feet (though the chain has begun experimenting with smaller formats) – compared to just 12,000 - 14,000 for Boot Barn. But despite the smaller size of Boot Barn’s locations, visitors to the western wear chain tend to spend more time in-store than visitors to DSW. Since 2022, average visitor dwell times at Boot Barn have ranged between 34.9 and 35.8 minutes, while dwell times at DSW have hovered between 32.1 and 32.8 minutes.
Customers at DSW may be more likely to know in advance what they’re looking for, making a bee-line for the discounted footwear they’ve been waiting to get their hands on. Visitors to Boot Barn, on the other hand, may spend more time browsing the brand’s wider selection of merchandise.
The difference in visitor dwell times may also be partially due to Boot Barn’s firmer positioning as a weekend destination: Over the past twelve months (October 2023 - September 2024), 59.5% of visits to Boot Barn took place between Fridays and Sundays, compared to 56.3% for DSW.
Still, visitors to both chains tend to remain in-store for more than half an hour – revealing a highly engaged customer base eager to explore the brands’ varied offerings.

With a strong Q3 2024 under their belts, what can DSW and Boot Barn expect this holiday season?
Looking at weekly fluctuations in visits to Boot Barn and DSW in 2022 and 2023 – compared to yearly weekly averages – reveals another striking difference between the two chains: Visits to Boot Barn peak in November and December each year, as customers descend upon the chain to purchase western-themed gifts for loved ones. DSW, on the other hand, sees greater visit boosts in spring, perhaps buoyed by shoppers updating their wardrobes in anticipation of warmer weather.

But zooming in on the two chains’ busiest days of the year tells a somewhat different story. Even though DSW experiences a more muted holiday shopping season, the shoe leader – like Boot Barn – draws its biggest crowds of the year on Black Friday. On November 24th, 2023, visits to DSW jumped 134.5% compared to the chain’s daily average for the 12-month period from October 2023 to September 2024 – a smaller spike than that seen by Boot Barn, but significant nonetheless.
After that, however, the chain’s visitation patterns diverged. For DSW, the next eight busiest days of the year were all Saturdays in Spring – including the Saturday before Mother’s Day (May 11th) and the Saturday before Easter (March 30th). For Boot Barn, on the other hand, December shopping days – including Super Saturday (December 23rd) – drove the biggest foot traffic spikes.

With holiday shopping just around the corner, DSW and Boot Barn both appear poised to enjoy a healthy Q4 – each in their own way. Which other footwear and apparel brands are likely to succeed this holiday season?
Follow Placer.ai's data-driven retail analyses to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

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.
