


.png)
.png)

.png)
.png)

One of the major stories of 2023 was the rise in food prices, with costs up roughly 25% since 2020 – and the increasing costs of food and other goods have helped discount grocers thrive.
We checked back in with two grocery chains known for their bargain prices and private labels – Aldi and Lidl – to see how they’re doing.
Aldi offers prices that rival those of discount grocers, making it a major player in the discount grocery segment. And these attractive prices have helped the company see significant visit growth over the past few years. Year-over-year (YoY) monthly visits to Aldi were up throughout 2023 and into 2024, with some of the growth due to the chain’s aggressive expansion. And the company plans to grow even further – Aldi has announced plans to open another 800 stores over the next few years.
Lidl – another German-based grocer – opened its first location in Virginia in 2017. The chain currently has around 170 locations in the country, primarily on the East Coast, and is also expanding – albeit at a slower pace. Between February 2023 and February 2024, YoY visits to Lidl were up almost every month with only a slight dip in January 2024 – perhaps due to the unseasonal cold – a promising sign for the discount grocer as more consumers than ever choose low-cost food options.

Although both Lidl and Aldi are German-owned discount grocers, examining the demographics for the two brands' trade areas nationwide sheds light on the differences between the two chain’s consumer bases.
Analyzing the trade area median HHI reveals that Lidl attracts a higher-income clientele than Aldi: The median household income (HHI) in Aldi’s trade area was slightly lower than the the nationwide median, with the median HHI in the chain’s captured market even lower than the median HHI in its potential market. This indicates that Aldi locates its stores in areas that are accessible to the average consumer and succeeds in attracting also the slightly lower income segments within its potential trade area.
Meanwhile, Lidl’s potential market median HHI stood at $78.8K/year in 2023, and the median HHI in its captured market was even higher – $88.1K/year – indicating that Lidl stores are located in more affluent areas, and that the company caters to the wealthier households within those neighborhoods.
The share of households with children in Aldi’s potential and captured market was also almost identical to the nationwide average – indicating once again Aldi’s success in reaching the average U.S. grocery shopper. Lidl, on the other hand, saw more households with children in both its captured and potential markets, with the share of households with children in its captured market around two percentage points higher than the share of households with children nationwide. So while Aldi and Lidl do share some similarities in terms of origins, preference for private label, and pricing, the trade area analysis points to major differences between the two chains’ audiences.
*A chain or venue’s potential market refers to the people that reside in its trade area, based on the business’ True Trade Area and weighted by census block group (CBG) within the trade area according to the size of its population. Captured markets represent the population that visits the business in practice, and the data is obtained by weighting each CBG according to its share of visits to the chain or venue in question.
.png)
Diving into the psychographic data for Aldi and Lidl adds another dimension to the trends revealed by the demographic data. While both brands are popular among suburban audiences – Aldi tends to attract a more blue-collar customer, while Lidl is frequented by a wealthier suburban segment. The share of visitors falling into the “Small Town Low Income” category was 7.5% for Aldi compared to 0.9% for Lidl. Conversely, Lidl saw 16.7% of its visitors falling into the “Upper Suburban Diverse Families” segment, while Aldi had 10.6% of its consumers in that category.
And while Aldi and Lidl have a hold on different suburban segments, the chains’ expansion strategies seem geared to grow each chain’s reach outside the other’s orbit. Lidl has been opening stores in big cities along the East Coast, including New York City’s tony Chelsea neighborhood, perhaps in a bid to reach more of the wealthier customers that favor the brand. Aldi, meanwhile, recently acquired grocery chains Winn-Dixie and Southeast Grocers, brands that typically attract a more price-sensitive consumer. This acquisition will significantly expand Aldi’s presence and will likely appeal to value-oriented shoppers, a segment already receptive to its offerings.
.png)
The past few years have seen the grocery space adapting to an increasingly value-oriented consumer, and Aldi and Lidl have benefitted from this shift. As inflation cools and both companies expand their footprints, will they continue on their upward trajectory?
Follow Placer.ai’s data-driven retail analyses to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Since COVID, millions of Americans have relocated from major population centers in California, New York, and Illinois (among others) to other regions of the country. Whether in search of job opportunities, affordable housing, or simply a change of scenery, thousands of people have decamped to places like Tampa, Florida, Bozeman, Montana, and Portland, Maine. And the great state of Texas – with its wide open spaces and relatively affordable cost of living – has emerged as a favored destination.
So with 2024 underway, we dove into the data to explore domestic migration trends in the Lone Star State. How much has the population of Texas grown as a result of domestic migration over the past several years – and which metro areas (CBSAs) are attracting new residents? Are people moving to major cities like Dallas, Houston, Austin, and San Antonio, or are they heading out to the suburbs?
Between December 2019 and December 2023, Texas’ population grew by 4.3% – with nearly a third of this increase driven by new residents hailing from elsewhere in the U.S.
Perhaps unsurprisingly, many of these new arrivals made a bee-line to Texas’ four most populous metropolitan areas – Austin-Round Rock-Georgetown, San Antonio-New Braunfels, Dallas-Fort Worth-Arlington, and Houston-The Woodlands-Sugar Land. During this time period, each of these CBSAs experienced positive net migration (meaning that more people moved to these areas than away from them) ranging from 0.4% to 3.4%.
.avif)
But a deeper analysis of foot traffic trends reveals that, even as the CBSAs as a whole added new residents, the primary cities anchoring the CBSAs often lost more domestic migrants than they gained. Austin proper lost 6.1% of its population to relocation, while Dallas, Houston, and San Antonio lost 4.2%, 3.9%, and 3.2%, respectively. Only Fort Worth – Texas’ fifth-most-populous city – experienced positive net migration over the past four years.
.png)
Why are major metropolitan areas seeing population influxes, even as their central urban hubs experience outflows? Drilling down even deeper into zip-code level location intelligence provides a striking snapshot of what’s actually happening on the ground.
In all four CBSAs, zip codes belonging to the metro area’s flagship city were more likely to experience negative net migration – while those in further-away suburbs and towns were more likely to see positive inflow.

The relative growth experienced by Fort Worth can be understood against this backdrop: Fort Worth may be one of Texas’ biggest cities, but it is smaller – and less expensive – than Dallas, which dominates the metro area.
Suburban life offers residents many of the benefits of proximity to major urban centers, without some of the drawbacks – like smaller homes. And with more Americans free today to live further away from the office, many appear to be choosing suburban chill over big-city hassle.
Home to the Alamo, a premier state fair, and arguably one of the cultiest grocery chains in the country (H-E-B, of course), Texas has become a key destination for Americans seeking greener (and cheaper) pastures. And though major metropolitan centers in the Lone Star State have seen significant positive net migration over the past four years – much of that growth has taken place outside of the state’s biggest cities.
How will Texas’ population continue to evolve over the next months and years? Will big cities make a comeback – or are suburbs and smaller towns poised to remain the main drivers of growth?
Follow Placer.ai’s data-driven domestic migration analyses to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Brands like M&Ms, Hershey’s, and Jelly Belly are redefining what it means to be as happy as a “kid in a candy store.” With their life-size M&M characters on a flagship in Orlando, FL, a chocolate Statue of Liberty sculpted out of 800 pounds of Hershey’s chocolate on the Las Vegas Strip, or a working jellybean factory tour in Fairfield, CA, manufacturers are literally bringing their brands to life. M&M’s World in Orlando, FL posted particularly impressive year-over-year visits in the second half of 2023.
Recently, Hollywood darling Timothee Chalamet starred in the fantastical movie Wonka, grossing $600M+ worldwide. In other headline news, the “tried to jump on the wagon but failed miserably” fiasco of the unauthorized Willy’s Chocolate Experience in Scotland reveals that the appetite for sweets and chocolate is insatiable. Never fear, if you missed the Candytopia pop-up a few years ago, you can head over to Dylan’s Candy Bar for an experience right out of Charlie and the Chocolate Factory. It’s clear that demand peaks in the summer, probably due to locations that see summer tourists. The holidays are another popular season for buying sweets.
At Hershey’s Chocolate World, one can be immersed in all-things chocolate, from creating your own candy to taking a selfie with a life-size Reese’s peanut butter cup. The dessert options are limited only by your imagination. That tower of S’mores sure looks tempting!

Many visitors also opt to visit the Hershey Story Museum or stay at Hershey Lodge or the Hotel Hershey.

If you prefer your sweets in liquid form, there are three Coca-Cola Stores--in Atlanta, Las Vegas, and Orlando--to satisfy your cravings. Here, you can buy a Coke plushie, flout the famous “Enjoy Coca-Cola” slogan shirt in a variety of languages, or dress yourself head-to-toe in comfy Coke PJs. One of the coolest options is an international tasting flight that lets you try out Coca-Cola beverages from around the world, with flavors like sparberry from Zimbabwe.

At the Coca-Cola Store in Orlando, FL, visitation jumps during vacations like Spring Break, summer, and Christmas holidays.
Another beloved brand that has made its way into brick-and-mortar is King’s Hawaiian. Founded in 1950, they were famous for their round loaves of sweet and fluffy Hawaiian bread. Fast forward three-quarters of a century later, and they have added new options like savory dinner rolls or pull-apart pans of bread. One can experience gastronomic delights made with Hawaiian bread at their Torrance-based King’s Hawaiian Bakery and Restaurant.
The restaurant menu includes breakfasts featuring their famous King’s Hawaiian Sweet Bread as French toast, lunch and dinner options like Macadamia Nut Onion Rings, Chicken Katsu Curry Loco Moco, and Saimin noodles, but it’s the bakery that literally takes the cake. The Paradise Delight Cake has three layers of chiffon cake in enticing flavors like guava, passionfruit, and lime. It is then topped with layers of fresh strawberries, peaches, and kiwis. One can also choose from chocolate, coconut, pineapple, raspberry cakes, and more.

With Placer's ranking of "Breakfast, Coffee, Bakeries, and Dessert Shops" indicating that King's is in the top 1% nationwide and statewide, it looks like they've found a sweet recipe for success.


The Waldorf Astoria and Ritz-Carlton hotels are two of the most recognizable names in luxury lodging. Both opened in New York City – the Waldorf Astoria in 1893 and the Ritz-Carlton in 1911 – and are owned by two major hotel corporations: the Waldorf Astoria is part the Hilton Hotels & Resorts portfolio of brands, while the Ritz-Carlton is part of Marriott International, Inc’s portfolio.
Who is most likely to visit each brand? What are the similarities – and differences – between the two hotels’ guest segmentations? We take a closer look at the demographic and psychographic data to find out.
Analyzing the demographic makeup of the Waldorf Astoria and Ritz-Carlton’s trade areas by layering the STI: Popstats dataset onto captured market trade areas revealed that the Waldorf Astoria’s trade area has a higher share of households with children compared to that of the Ritz-Carlton (25.6% compared to 23.6%). But both chains had a smaller share of households with children in their trade areas relative to the nationwide average (27.6%). It seems, then, that singles or empty nesters may be more likely to book a luxury getaway than consumers with heavier parenting responsibilities.
Unsurprisingly, the chains also attract a particularly high-income clientele: The median household income (HHI) in both brands’ trade areas is over 50% higher than the nationwide median ($108.4K and $104.5K for the trade areas of the Waldorf Astoria and Ritz Carlton, respectively, compared to a nationwide median of $69.5K). The data also showed that Waldorf Astoria’s trade area is slightly more affluent than that of the Ritz-Carlton – perhaps due in part to the Ritz-Carlton’s recent attempts to court younger guests.
.avif)
Leveraging the Spatial.ai: PersonaLive dataset to explore the psychographic composition of the hotel chains’ trade area further supports the distinctions between the brands highlighted in the demographic analysis.
The psychographic analysis showed that the Waldorf Astoria had more family segments in its trade area than the Ritz-Carlton, while the Ritz-Carlton catered to more single and empty-nester households – as expected given the demographic composition of the chains’ trade areas.
.avif)
Luxury hotels are known for their impeccable service – and to curate the ideal guest experience, these brands need to accurately predict their visitors' dining and leisure preferences. Hoteliers can leverage the Placer.ai Marketplace and combine trade area data with various datasets – including data on consumers’ social media activity with tools like the Spatial.ai: FollowGraph dataset – to pinpoint their guests’ tastes and preferences.
Analyzing the preferences for certain types of foods or entertainment within the hotel chains’ trade areas revealed – once again – similarities and differences between the brands. Both chains’ trade areas included larger shares of “Farm-to-Table Cooking Enthusiasts”, “Asian Food Enthusiasts”, and “Craft Coffee At-Home Enthusiasts,” as well as more “Opera Lovers” and “Salsa Music Fans” than the nationwide average. But the foodie segments were slightly more over-indexed within the Waldorf’s trade area, while residents of the Ritz-Carlton’s trade area seemed a little more keen on Opera and Salsa. These hotel chains can leverage this data to determine the type of dining or entertainment options that will set these brands apart from the competition and best attract their specific audience.
.avif)
The Waldorf Astoria and Ritz-Carlton continue to define luxury lodging in the country while attracting some of the nation's most discerning guests. Understanding the demographic and psychographic guest segmentation of each chain can help inform your loyalty strategy.
For more data-driven travel & leisure insights, visit placer.ai/blog.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

St. Patrick’s Day, which falls each year on March 17th, is a day for bar crawls, green makeup, and drinks with friends. Cities like New York and Chicago host major celebrations, drawing big crowds to their downtown areas. And bars and pubs fill up with revelers eager to mark the occasion with a green cocktail or a taste of corned beef and cabbage.
There’s plenty of joy to go around – and towns across the country are getting in on the St. Paddy’s Day action with parades and family-friendly events. What kind of a lift do traditional St. Patrick’s Day destinations like bars and pubs get on the big day? And what other retail categories stand to benefit from the occasion?
Unsurprisingly, bars and pubs get major boosts on the week of St. Patrick’s Day, as club hoppers and other celebrants converge on their local watering holes for drinks and fun. Chains like The Brass Tap and Bar Louie offer special deals and parties, with everything from green beer to Irish whiskey. And on the week of March 11th, 2024, visits to the two chains were up 15.7% and 21.1%, respectively, compared to an early October baseline – slightly outpacing even the busy Christmas season.
.avif)
But St. Patrick’s Day isn’t just for bar crawling. And although the festivities are usually associated with major metropolises like New York City and Chicago, cities like Myrtle Beach, SC, San Antonio, TX. Indianapolis, IN, and Savannah, GA also come to life mid-March with parades and parties rivaling those of their bigger counterparts.
On Saturday, March 16th 2024 at 11:00 A.M., San Antonio, TX kicked off its annual St. Patrick’s Day festivities with the traditional dyeing of the San Antonio River. Throughout the weekend, parades and celebrations drew crowds to the city’s famed River Walk – and while bars and clubs undoubtedly benefited from the excitement, they weren’t the only ones to do so. San Antonio’s Shops at Rivercenter enjoyed its busiest day since 2019, drawing 61.4% more foot traffic on March 16th than on an average Saturday this year.
Savannah, GA, North Myrtle Beach, SC, and Indianapolis, IN also hosted big St. Patrick’s Day events, bringing foot traffic – and business – to local retailers. For Savannah, March 16th, 2024 marked the 200th anniversary of the city’s famous St. Patrick’s Day Parade, and the town was positively booming. City Market, the iconic shopping corridor located in the heart of Savannah’s Historic District, was the most crowded it’s been since at least January 2023, with March 17th 2023 (the day of last year’s parade) coming in a close second.
Malls and shopping districts weren’t the only places to get significant leprechaun-inspired visit bumps. Grocery stores, pharmacies, and eateries located in proximity to the festivities also reaped the benefits of the hubbub, as parade-goers likely dropped in to snag some essentials or fuel up for the long day.

And it isn’t just locals turning out for all these events. A look at hotel foot traffic patterns nationwide shows that the week of St. Patrick’s Day kicks off the hospitality industry’s spring season – with cities hosting special events seeing even more significant visit spikes. During the week of March 11th, 2024, hotel venues in the analyzed cities drew many more visits than usual, showcasing the power of St. Paddy’s Day to supercharge the tourism sector.
.png)
St. Patrick’s Day is about a lot more than bars and pubs. And in recent years, the popular green-themed holiday has emerged as an important driver of tourism and retail activity across the U.S.
What other local celebrations are fueling foot traffic spikes in cities nationwide? Does your city know the impact of location celebrations on local businesses? Are local businesses prepared for the increase in foot traffic and revenue opportunities during local celebrations?
Follow Placer.ai’s data-driven civic and retail analyses to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

JOANN recently announced that it had filed for bankruptcy, and the company expects to go private as early as next month. Can the retailer still make a comeback? We dove into the data to find out.
JOANN went public in March 2021 – at the height of the pandemic – following a particularly strong 2020. The COVID-era crafting boom had put the company on a growth trajectory, with visits during the first year of the pandemic barely lower than in 2019 despite the lockdowns and movement restrictions. But as the country reopened and people’s schedules filled back up – leaving less time for sewing and knitting – visits began to fall. Foot traffic in 2021 was lower than in 2020, and by 2022, overall visits to the chain were 11.8% lower than they had been in 2019
But now, recent foot traffic data indicates that demand for fabric-related crafting supplies may be rebounding. In 2023, visits to the chain grew relative to 2022 and the visit gap relative to 2019 narrowed. Sewing appears to be making a comeback, with both millennials and Gen-Z exhibiting a newfound interest in the craft. And although the resurgence of interest in fiber arts was not strong enough to prevent JOANN’s recent bankruptcy filing, the YoY visit growth in 2023 indicates that the company should not be written off just yet.
.png)
According to C.F.O. Scott Sekella, 95% of JOANN’s stores are cash-flow positive. The company is also committed to maintaining usual operations during the court-supervised procedure. And this year as well – especially since the end of early 2024’s cold spell – JOANN’s year-over-year (YoY) visits have trended positive, even outperforming YoY foot traffic to other leading crafting retailers.
%20(1).png)
The unique nature of JOANN’s products give the company’s brick-and-mortar stores an advantage over digital counterparts: Crafters like to get a feel for the material before purchasing, and amateur DIY-ers who visit physical stores can consult with expert salespeople to receive guidance for ongoing projects. And although foot traffic to JOANN’s stores is not what it was at the height of the pandemic, the YoY visit growth in 2023 indicates that the brand is still serving many committed sewers and knitters who are choosing to shop in-person. So how can JOANN maintain its store fleet while optimizing in-store operations?
Analyzing the change in hourly visits between 2022 and 2023 reveals that the YoY growth is not evenly distributed across dayparts. Morning and early afternoon visits saw modest increases, but traffic growth really ramped up in the afternoon and evening – peaking between 6:00 and 6:59 PM – and visits actually decreased between 7:00 and 8:59 PM. Should the company try to streamline its logistics without sacrificing its large store fleet, JOANN may focus its staffing and operational costs on the dayparts with the most growth potential and reduce expenditure during the less popular timeslots.
.png)
Despite the crafting retailer’s current rough patch, location intelligence suggests that the company is a strong contender for a post-bankruptcy comeback. And the positive YoY trends also indicate that – despite the ongoing headwinds and contraction in discretionary spending – there is still demand for hobby-driven retail in 2024.
How will the bankruptcy proceedings impact foot traffic to JOANN? What does the rest of 2024 hold for the brand?
Check in with our blog at placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

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

New year, new retail opportunities. And though 2023 is firmly in the rearview mirror, the economic headwinds that characterized much of the year have yet to fully dissipate. But every challenge also brings with it new opportunities, and many retailers are adapting to meet their customers' changing wants and needs.
This white paper analyzes location intelligence for 10 brands poised to succeed in 2024. Some, like low-cost apparel and home furnishing stores, are benefitting from consumer trade-down. Others are expanding into rural or suburban areas to meet customers where they are. Read on for some of 2024’s retail winners.
Until around four years ago, New Balance sneakers were commonly seen on the feet of suburban dads – not exactly a recipe for high fashion. But all that began to change in 2019 when the company began collaborating with Teddy Santis, who eventually became New Balance’s creative director. Since then, the brand’s popularity has surged among Gen Z and X and is now one of the fastest-growing sneaker companies in the industry, despite the increasing competition in sneaker space. In 2023, foot traffic to New Balance stores grew 3.3% year-over-year (YoY) and the brand has firmly established itself as ultimate retro cool.
Diving into the demographics of New Balance stores’ captured market trade area reveals the success of the chain’s rebranding. In 2023, New Balance’s trade area included larger shares of “Ultra Wealthy Families,” “Young Professionals,” and “Educated Urbanites” than the average shoe store’s trade area – highlighting New Balance’s successful reinvention as a brand for the young and hip.
The home improvement space is dominated by Lowe’s and Home Depot – but Harbor Freight Tools is quickly making a name for itself as a go-to destination for affordable tools and supplies.
Over the past few years, Harbor Freight Tools has expanded rapidly, with many of its new stores opening in smaller towns and cities. And the expansion appears to be paying off, with visits up YoY during every month of 2023. And although the chain is now operating with a significantly larger store fleet, the average number of visits per venue has generally increased – indicating that the company is expanding into markets where it is meeting a ready demand.
Over a decade after Mackelmore dropped his smash hit “Thrift Shop” in 2012, second-hand stores are still enjoying their time in the limelight. Shoppers, driven by a desire to reduce waste, find unique styles, and to save a few dollars at the till, continue to flock to thrift stores. And Winmark Corporation, which operates five secondhand goods chains – including apparel brands Plato’s Closet (young adult clothes), Once Upon a Child (children's clothes and toys), and Style Encore (women's clothing) – has benefited from the strong demand. Visits to the three Winmark clothing banners increased an average of 5.3% YoY in 2023.
The median household income (HHI) in the trade areas of Winmark’s apparel chains tends to be lower than the median HHI in the wider apparel category – so budget-conscious consumers are driving at least some of the company’s growth. With more consumers looking for ways to cut back on spending in 2024, the demand for second-hand clothes is expected to grow even further – and Winmark is likely to continue reaping the benefits.
HomeGoods, a treasure hunter's dream, is the discount home furnishing retailer owned by off-price retail giant TJX Companies. The chain, which operates over 900 brick-and-mortar stores, recently closed its e-commerce platform to focus on its physical locations – where foot traffic grew 6.0% between 2023 and 2022.
HomeGoods carries kitchen and home decor items along with furniture, and may be benefiting from the relative strength of the houseware segment, driven in part by an increase in at-home entertainment. And in a surprising twist, this low-cost retailer attracts more affluent visitors than visitors to the home furnishing segment overall. The median household income (HHI) in HomeGoods’ trade area stood at $84.7K/year compared to a $78.5K median HHI in the trade area of the average home furnishing chain. As economic uncertainty and the resumption of student loan payments impact consumers, wealthier shoppers seeking a budget-friendly home refresh are likely to continue choosing HomeGoods over pricier alternatives.
Florida-based Bealls, Inc., which got its start as a small town five-and-dime in 1915 in Bradenton, Florida, now operates over 600 stores across the country. The company, which saw an impressive 9.0% YoY increase in visits in 2023, recently consolidated its two largest banners – Burkes Outlet and Bealls Outlet – under the Bealls name.
One reason for Bealls’ success could be its appeal to rural consumers. Over the past five years, the share of households falling into Spatial.ai: PersonaLive’s “Rural Average Income” segment has steadily increased, growing from 12.6% in 2019 to 15.1% in 2023. With rural shoppers continuing to command ever-more attention from retailers, the increase in visits from this segment bodes well for Bealls in 2024.
Ollie’s Bargain Outlet was built for this economy. The chain saw a 13.0% YoY increase in visits in 2023, thanks in part to its popularity among a wide array of budget-conscious consumers. Ollie’s has found success with rural shoppers while maintaining its appeal among value-oriented suburban segments – and the chain’s diverse audience base seems to be setting it apart from other discount retailers.
A closer look at the chain’s captured market data, layered with the Spatial.ai: Personalive dataset, reveals that Ollie’s trade area includes larger shares of the “Blue Collar Suburbs” and “Suburban Boomer” segments when compared to the wider Discount & Dollar Stores category. As the chain plots its expansion, focusing on suburban and rural areas may help Ollie’s meet its customers where they are.
Trader Joe’s has managed to do what few stores can. The company does not invest in marketing, has no online shopping options, and loyalty programs? Forget about it. But despite this unusual approach to running a business, the California native has enjoyed consistent success over the years, with a 12.4% YoY increase in visits in 2023.
Trader Joe’s is particularly popular among younger shoppers, perhaps thanks to the company’s focus on sustainability and social responsibility – as well as its famously low prices. Analyzing the chain’s trade area using the AGS: Panorama dataset reveals that Trader Joe’s attracts more “Emerging Leaders” and “Young Coastal Technocrats” (segments that describe highly educated young professionals) than the average grocery chain. With Gen Z particularly concerned about putting their money where their mouth is, Trader Joe’s is likely to sustain its momentum in 2024 and beyond.
Convenience stores are growing up and evolving into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one c-store redefining what a convenience store can be. The chain, which announced a merger with Dom’s Kitchen in November 2023, offers an upscale convenience store experience and is particularly known for including local brands in its product assortment as well as its excellent wine curation and dining options.
Visitors to the chain were significantly more likely to fall into AGS: Behavior & Attitudes dataset’s “Wine Drinker” or “Nutritionally Aware” segments than visitors to nearby convenience stores. The company plans to ramp up store openings, particularly in the suburbs, where convenience and a good bottle of wine might just find the perfect home as a welcome distraction from the daily grind.
Jersey Mike’s is one of the fastest-growing franchise dining chains in the country, operating over 2,500 locations in all 50 states. The sandwich chain has seen its popularity take off over the past few years, with 2023 visits up 14.1% YoY and plans to open 350 new stores in 2024.
The company has long prioritized affluent class suburban customers – and visitation data layered with the Experian: Mosaic dataset reveals that Jersey Mike’s has indeed succeeded in attracting this audience. The percentage of “Booming with Confidence” and “Flourishing Families” (both affluent segments) in Jersey Mike’s trade area was larger than in the trade areas of the average sub sandwich chain. As Jersey Mike’s continues its expansion, focusing on suburban areas may continue to serve the chain well.
The East Coast may not be the first region that pops to mind when thinking about tropical smoothies – but New Jersey-based Playa Bowls is making it work. The company was founded by avid surf enthusiasts determined to bring the flavors of their favorite surfing towns stateside.
Playa Bowls has enjoyed strong visit numbers in 2023, with overall visits up 23.0% and average visits per venue up 17.1% YoY – and part of the chain’s success may be driven by its ability to draw wealthier customers to its stores. The Experian: Mosaic dataset reveals that the “Power Elite” segment is overrepresented in the company’s trade areas: The share of households falling into that segment from Playa Bowl’s captured market exceeded their share in the company’s potential market. As the chain continues expanding its domestic footprint, it seems to have found its niche among a wealthy customer base.
The past year saw a wide range of challenges facing brick-and-mortar retailers as economic fears continued to shake consumer confidence. But there are plenty of bright spots as the new year gets underway. These ten brands prove that the retail world never stands still, and that the next opportunity is just around the corner.

Sports leagues like the NBA, NFL, and MLB boast billion-dollar revenues – and the venues where these games unfold hold significant commercial potential in their own rights. Many stadiums host concerts and other shows in addition to regularly held sporting matches and can accommodate tens of thousands of spectators at once – creating massive retail, dining, and advertisement opportunities.
This white paper analyzes location intelligence metrics for some of the biggest stadiums across the country to reveal the commercial potential of these venues beyond simple ticketing revenue. Where do visitors of various stadiums like to shop? Do specific sporting and cultural events impact the nearby restaurant scene differently? How can stadium operators, local businesses, and advertisers tailor their offerings to a stadium’s particular audience and make the most of the stadium and the space throughout the year?
We take a closer look below.
The three major sports leagues – the National Basketball League (NBA), Major League Baseball (MLB), and the National Football League (NFL) – play at different points of the year, and the number of games each league holds during the season also varies.
MLB leads in game frequency, with each team playing 162 games during the regular season, which runs approximately from April through September. Basketball season is also around six months – roughly from mid-October to mid-April – but each NBA team plays only 82 games a season. And the NFL has both the shortest season – 18 weeks running from early September to early January (with the pre-season starting in August) – and the fewest number of matches per team. Understanding the monthly visitation patterns for the various types of stadiums can help advertisers, stadium operators, and other stakeholders ensure that they are leveraging the full potential of the venue throughout the year.
Unsurprisingly, the sports arenas serving the different leagues see visit spikes during their leagues’ respective season. But comparing visit numbers throughout the year to the average monthly visit numbers for each category in 2023 reveals that the relative visit increases and decreases during the on- and off-season vary for each type of stadium.
MLB stadiums display the steadiest visit strength during the on-season – perhaps due to MLB’s packed game schedule. MLB tickets also tend to be relatively affordable compared to tickets to pro football or basketball matches, which may also contribute to MLB’s consistently strong visit numbers throughout the season. During the MLB off-season, baseball fields – which tend to be uncovered – are relatively empty.
The seasonal visit spike to NBA arenas is less steady. The beginning and end of the season see strong peaks, and visits slow down slightly during the mid-season months of January and February. Visits then drop during the off-season spring and summer, but the off-season visit dip is not as low as it is for MLB fields – perhaps because the NBA arenas’ indoor nature make them suitable locations for concerts and other non-basketball events.
Meanwhile, NFL stadiums see the least dramatic drop in visits during the NFL off-season, as these venues’ enormous size also make them the ideal location for concerts and other cultural events that draw large crowds. These arenas’ strong almost year-round visitation numbers mean that sponsors and advertisers looking to expand beyond sports fans to reach a diverse audience may have the most success with these venues.
Although MLB offers the most budget-friendly outing, combining STI: Popstats demographic metrics with trade area data reveals that MLB stadium visitors reside in higher-income areas when compared with visitors to NBA or NFL stadiums.
Baseball fans tend to be older than fans of the other sports, which could partially explain MLB stadium visitors’ higher household income (HHI). The combination of lower ticket prices, higher median HHI among fans, and many games per season offers baseball stadiums significant opportunities to engage effectively with their fan bases.
But while NBA and NFL stadium attendees may not come from as high-income areas as do MLB stadium visitors, fans of live basketball and football still reside in trade areas with a higher HHI compared to the nationwide median. So by leveraging stadium space, advertisers and other stakeholders can reach tens of thousands of relatively high-income consumers easily and effectively.
Sports fans are known to be passionate, engaged, and willing to spend money on their team – but stadium visitors also shop for non-sports related goods and services. Retailers and advertisers can draw on location analytics to uncover the consumer preferences of stadium visitors and tailor campaigns, sponsorships, and collaborations accordingly.
Visitation data to the top five most visited MLB stadiums during 2023 showed differences between the apparel and sporting goods shopping preferences of the various stadiums’ attendees. While 39.4% of visitors to Truist Park also visited DICK’s in 2023, only 30.8% of Yankee Stadium visitors stopped by the sporting goods retailer in the same period. Similarly, while 29.9% of visitors to Yankee Stadium frequented Kohl’s, that percentage jumped to 47.3% for Busch Stadium visitors.
Harnessing location intelligence to see the consumer preferences of a stadium’s visitor base can help retailers, stadium operators, and even team managers choose partnerships and merchandising agreements that will yield the most effective results.
Sports and snacks go hand in hand – what would a baseball game be without a hot dog or peanuts? But while every stadium likely provides a similar core of traditional game day eats, each venue also offers a unique set of dining options, both on- and off-premise. And by leveraging location analytics to gain visibility into stadium-goers dining habits, stadium operators and local food businesses can understand how to best serve each arena’s audience.
Mapping where stadium visitors dine before and after games can help stakeholders in the stadium industry reach more fans.
The chart below shows the share of visitors coming to a stadium from a dining venue (on the x-axis) or going to a dining venue after visiting the stadium (on the y-axis). The data reveals a correlation between pre-stadium dining and post-stadium dining – stadiums where many guests visit dining venues before the stadium also tend to have a large share of guests going to dining venues after the event. For example, the AT&T Stadium in Arlington, Texas, saw large shares of visitors grabbing a bite to eat on their journey to or from the stadium, while the M&T Bank Stadium in Baltimore, Maryland saw low rates of pre- and post stadium dining engagement.
These trends present opportunities for both local businesses and stadium stakeholders. For example, venues with high dining engagement can explore partnerships with local restaurants, while those with lower rates can build out their in-house dining options for hungry sports fans.
Stadiums looking to enhance their food offerings – or local entrepreneurs thinking of opening a restaurant near a stadium – can also get inspired by stadium visitors’ dining preferences. For example, psychographic data taken from the Spatial.ai: FollowGraph dataset reveals that visitors to MetLife Stadium in East Rutherford, New Jersey have a much stronger preference for Asian cuisine compared to New Jersey residents overall. With that knowledge, the stadium can enhance the visitor experience by expanding its Asian food offerings.
On the other hand, MetLife Stadium goers seem much less partial to Brewery fare than average New Jerseyans, so the stadium operators and restaurateurs may want to avoid offering too many Brewery-themed dining options. Stadium stakeholders can reserve the craft beers for Caesars Stadium, M&T Bank Stadium, and Soldier Field Stadiums, where visitors seem to enjoy artisanal brews more than the average resident in Louisiana, Maryland, and Illinois, respectively.
All of the stadiums analyzed exhibited unique visitor dining tastes, a reminder that no customer or fan base is alike. Aligning on- or off-site dining options with offerings that align with a given customer base’s preferences can improve overall visitor satisfaction and boost revenues.
Zooming in to look at consumer behavior around individual events reveals further variability in dining preferences even among visitors to the same stadium, with different types of events driving distinct dining behaviors.
State Farm Stadium in Glendale, Arizona, is home to the Arizona Cardinals. The stadium hosted the 2023 Super Bowl, but the NFL stadium also acts as a concert venue for acts ranging from Taylor Swift to Metallica. And location intelligence reveals that the dining preferences of stadium visitors vary based on the events held at the venue.
During the Super Bowl, sports bars such as Yard House and Buffalo Wild Wings saw the largest increase in visits compared to the chains’ daily average. A month later, attendees at Taylor Swift's concert gave fried-chicken leader Raising Cane’s a significant boost.
Local restaurants can leverage location analytics to see what types of events are popular with their visitor base and craft collaborations and advertising campaigns that resonate effectively with their patrons.
Sports stadiums and arenas are not just spaces for sports and music enthusiasts to gather; they also offer significant commercial opportunities for the surrounding communities. Stadium operators and local businesses can fine-tune their offerings by utilizing location analytics to better connect with their visitor bases and uncover new retail opportunities.
