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If you’ve been to your local recreation center or even shopping center lately, pickleball is definitely still going on strong. Invented in 1965 on Bainbridge Island, for many decades it was considered more of a seniors’ recreational activity. But with the recent explosion of interest and proliferation of courts, we may be about to see the same snowboarding vs skiing battle that occurred in the 1980s and 1990s, except instead of the young punks carving down the slopes, it’s people of all ages carving out Pickleball courts with tape to the dismay of their tennis-loving brethren and sound-sensitive neighbors.
According to the Sports and Fitness Industry Association (SFIA), “pickleball continues to be the fastest growing sport in America, having grown 51.8% from 2022 to 2023 and an incredible 223.5% in 4 years since 2020.” The sport has some similarities to tennis, table tennis, and badminton, but one reason it has become so popular is the social nature of it - often played as doubles - and the fact that since the court is smaller, there’s less running to engage in, but there is still the excitement of rapid volleying. The ability to serve underhand also makes it more accessible to new players.
Pickleball America bills itself as “one of the largest indoor pickleball venues in America” and with 80,000 sq ft at the Stamford Town Center, it clearly can live up to that claim. With clever events like “Dinko de Mayo” or resident events to bring a nearby living community together, pickleball could just be the glue that starts to bring people together for socialization and cure the loneliness epidemic. Indoor pickleball venues can also be a source of family fun, with lounges and fresh popcorn available, as well as foosball, table tennis, and essential board games.
Another sport that may be giving tennis and pickleball a run for its money is padel. This sport has the unique benefit of one being able to hit shots off the fence or wall, often made of glass or mesh, that is at the perimeter. So now we’re talking 3D thinking as one figures out what angles to hit.
One can fit about 2 padel courts on a tennis court, and up to 4 pickleball courts on a tennis court. So from an economics perspective, you can definitely charge for more people when playing padel or pickleball. Padel is described more as a mix of tennis, squash, and badminton and is the fastest-growing sport globally with over 25 million players in 90+ countries, per PadAthletes. At P1 Padel in Las Vegas, NV, the most popular times to frequent are in the evening from 6-8 PM. There is also a morning contingent between 9-11 AM.
Padel players at this location are quite loyal, with a majority coming 30+ times in the past 12 months.
With pickleball and padel nipping at its heels, the USTA (US Tennis Association) is fighting back with its own version of more accessible tennis, namely “red ball.” With a smaller court, a smaller racket, and balls that are up to 75% slower, this version helps newbies obtain control over the ball more quickly and has less ground to cover for those lateral runs and quick pivots. Schroeder Tennis Center in Tipp City, OH is one such location that is participating in this USTA pilot program. The bulk of visits are between 4-8 pm, which are prime post-school or post-work hours. According to the Tennis Industry Association, 23.8 million Americans ages 6 and older played tennis at least once in 2023 and 25.1 million Americans who didn’t play tennis in 2023 are “very interested” in doing so now.
Tennis has a long and storied history and iconic locations like Wimbledon and Roland Garros. What young tennis player doesn’t dream of their moment on Center Court? Tennis also has associations with country clubs and networking. It will likely remain the king of racquet sports. But these two new princes of pickleball and padel prove that tennis cannot just rest on its laurels but will need to evolve in order to stay competitive.
We’re in the midst of not only the beginning of the holiday season in retail, but also at the peak of wedding season. September and October are now the most popular months to get married, and fall weddings have become extremely popular with younger generations. Wedding planning encompasses so many different occasions, events and appointments, but none more important than wedding dress shopping.
The bridal retail space across the U.S. is incredibly fragmented, with much of the business being done by local boutiques and small chains with a handful of stores. However, there are still major retailers in the market and more entering each year. Brands in apparel have especially taken note with Abercrombie & Fitch, Reformation and e-commerce brands like Lulus all making a play at capturing a bride’s attention.
Two larger, more established forces in bridal retail include David’s Bridal and Anthropologie Weddings (formerly known as BHLDN). Both concepts have distinct value propositions for their consumers, but both aim at providing an elevated assortment and experience that is also value oriented. As value continues to be a motivating factor across all consumer decision making, both of these retailers have seen positive momentum in 2024.
Looking at year-over-year change in visitation, Anthropologie Weddings locations have consistently seen traffic growth in 2024 and have outperformed the total chain from a visitation perspective. The wedding shop is not located in all Anthropologie stores, but the stores that do have the concept cater to a higher income and trendy consumer; the location selection of towns such as Newport Beach, Westport, CT, and Newton, MA has certainly benefited the stores.
The median household income of visits to Anthropologie weddings is $117K compared to $94K chainwide. Despite the higher income profile of visitors to the wedding focused stores, Anthropologie Weddings still does appeal to value-conscious brides, despite socioeconomic status; most bridal gowns are under $2,500, which is still relatively affordable based on the industry standard.
Looking at the audience segmentation of visitors to Anthropologie Weddings compared to the total chain using PersonaLive, the wedding shops saw almost double the share of visits from Educated Urbanites, a key segment for a bridal business to not only capture, but convert. All of this highlights the success of the brand’s wedding strategy, from its location selection, to assortment and experience, which are distinctly Anthropologie, but also fitting of a special trip. Other retailers looking to make a splash in the bridal market should certainly look to Anthropologie as a case study in brand extension.
David’s Bridal had a challenging start to 2024, mirroring a few years of challenging foot traffic to its stores. However, around the midpoint of the year, there’s been an acceleration in visitation across the chain. Looking at visitation trends for 2023 and 2024, the brand started to close the gap in August. As a true value centered bridal retailer, the brand may have found its moment in the current economic climate.
Looking at the change in visitation throughout 2024, from January to July, on average, visits were down 32% YoY; from August through the most recent week, visits were down only 2% year-over-year. That’s a great improvement in trend against the backdrop of a challenging year, and even more interesting when thinking about the lead time brides have for ordering wedding gowns; most dresses for fall weddings would have been ordered in the winter or spring months, where David’s Bridal sees higher levels of visitation.
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The audience segmentation of the brand has also shifted over that time. Compared to 2023 as a benchmark, the period of August 2024 through present has seen a higher share of visits from Suburban Boomers and Melting Pot Families, and a slight increase in Young Professionals. The brand also stocks special occasion and homecoming dresses, which both could appeal to these groups.
Using Placer’s Frequent Co-Tenants report, David’s Bridal locations tend to be co-located with other specialty retailers, including Five Below, Ulta Beauty, and Ross Dress for Less, who are also value oriented and the latter two retailers have been doing well in securing more traffic. The stores may have benefits from their co-location with retailers that meet current consumer desires.
Weddings continue to be a big business across the U.S., and retailers that support the wedding industry have a lot of opportunities for growth, if they can find and appeal to the right consumer cohorts. Brides of all levels are looking for an elevated experience and selection, no matter her budget.
We’ve spent a lot of time this past year analyzing how consumer behavior has evolved across the broader food and essentials category, noting that consumers continue to shop a wide number of stores across multiple channels for food purchases. With the release of Placer Data Version 2.1, we thought we’d revisit the topic.
Below, we’ve presented total category visits for grocery stores (including both conventional and value grocery chains), superstores (including mass merchants and warehouse clubs), gas stations and convenience stores, dollar and discount stories (including liquidators), drugstores, quick-service restaurants (QSR), and full-service restaurants from 2019 to the trailing-twelve-month period (TTM0. A few takeaways: (1) Dollar stores saw the largest increase in total visits versus the other categories as they vastly expanded their food and consumables offering since 2019 to drive frequency and traffic. However, the pace of growth has decelerated materially over the past twelve months amid increased competitive pressure from superstore and value-oriented retailers like Aldi and 99 Cents Only Stores exiting the market; (2) drugstore visits have remained flat versus 2019 despite most of the major chains in the category undergoing store closure programs. We believe healthcare service and weight-loss drug prescriptions visits have helped to offset some of the store closures, although we continue to see some transfer of visits to other retail categories in this channel; and (3) the decline in full-service restaurants is partly due to permanent closures compared to 2019.
It gets interesting when we compare category-level retail sales data from the U.S. Census Bureau to our visitation data. Below, we’ve taken retail sales (on an unadjusted basis) for the same timeframe that we looked at above to analyze retail spend per visit. A few things stand out here: (1) Three categories saw the average retail sales per visit increase period of the analysis: QSR, full-service restaurants, and drugstores. The increase in drugstores is likely partly to due with the shift in sales mix to more healthcare related services, while the increase in QSR and full-service restaurant retail sales per visit likely explain this summer’s promotional activity to win back customers who traded to other channels; (2) The impact of increased promotional activity and fewer units purchased per transaction can be seen across the other categories, where we saw an inflection in retail sales per visit in 2023 and continuing into 2024 for most.
We also thought we’d assess dwell times across the different food and essentials retail categories (for purposes of this analysis, we’ve removed full-service restaurants, which have gone from an average dwell time of 52 minutes in 2019 to 49 minutes over the past twelve months, although we continue to see fine-dining chain dwell times exceed pre-pandemic levels as consumers look to maximize their experience when dining out). Here, we also see two callouts: (1) As consumers make food purchases across a wider number of channels, dwell time has decreased for most, matching the decrease in units per transaction that we've called out in the past. We did see dwell times increase for a few categories during the back half of 2023 which we believe was due to consumers engaging in price comparisons, but this has reversed in 2024 as consumers have now solidified new shopping routines (i.e., knowing what stores to get what deals); and (2) QSR dwell time remains below pre-pandemic levels, which isn’t surprising given that a higher percentage of transactions are now taking place via drive-thru and takeout orders. However, the increase in dwell time the past few years also suggests the potential for improved drive-thru optimization, a topic we recently analyzed.
Carter’s Inc., owner of the OshKosh B’gosh and Carter’s baby and children’s clothing brands, is a major player in the nation’s $28 billion children's clothing industry. As of the end of 2023, the company boasted nearly 800 physical stores throughout the U.S. And after closing hundreds of stores in 2020, the brand is back to betting big on brick-and-mortar – with plans to open some 250 new U.S. locations by 2027.
How is Carter's faring in 2024? We took a closer look to find out.
Discretionary spending cutbacks and the rise of online shopping have weighed on apparel retailers in recent years. But some clothing chains – including Carter’s – are bucking the trend. Between January and September 2024, monthly visits to Carter’s stores generally outpaced the wider apparel industry, with some months posting double-digit growth.
March and August 2024 saw respective YoY visit increases of 16.0% and 14.4%, likely driven by pre-Easter and back-to-school shopping. (March and August 2024 each also had one more Saturday than March or August 2023 – a busy day for clothing stores.) And Carter’s finished out Q3 2024 with a 4.3% YoY visit increase, even as the broader apparel category saw just a minor 0.8% uptick.
Indeed, examining weekly foot traffic to Carter's highlights the seasonality of the company’s visitation patterns. Visits are typically lower during the colder winter months but pick up in anticipation of Easter and spring break – likely encouraged by spring sales held by the brand.
Carter’s real spike, however, comes during the back-to-school season, when parents head to the store to pick up new clothing for the school year – and when Carter's holds major back-to-school sales. During the week of August 5th, foot traffic surged to 29.5% above the year-to-date (YTD) weekly visit average. And with the holiday season fast approaching – including major retail milestones like Black Friday and Super Saturday – the children's retailer appears poised to enjoy continued success.
Unsurprisingly, Carter's attracts family segments to its stores, and over-indexes for wealthy and suburban family markets.
Using the Spatial.ai: PersonaLive dataset to analyze Carter's trade areas reveals that, on a nationwide level, the company’s captured market has higher shares of wealthy and suburban consumer segments than its potential one. (A chain’s potential market is obtained by weighting each Census Block Group (CBG) in its trade area according to population size, thus reflecting the overall makeup of the chain’s trade area. A business’ captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the chain in question – and thus represents the profile of its actual visitor base).
Between January and September 2024, the shares of “Wealthy Suburban Families” and “Ultra Wealthy Families” in Carter's captured market stood at 12.5% and 8.9%, respectively – outpacing the company’s potential market shares. This highlights Carter's’ success in attracting these high-income family segments. Meanwhile, households hailing from “Blue Collar Suburbs” were underrepresented in Carter's captured market compared to its potential one. This suggests that, as Carter’s continues to open stores, targeting blue collar suburban areas may pay off for the brand.
Carter's is managing not just to survive, but to thrive. After closing stores during the pandemic, the company is back with full force, driving visits and maximizing high-traffic periods.
Will Carter's continue to outpace the wider apparel category during the upcoming holiday season?
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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.
Recovering consumer sentiment has provided a boost to restaurants in recent months – but not all dining segments are performing equally well.
We dove into the data to check in with two casual dining steakhouse chains that were recently named America’s favorite full-service restaurants – Texas Roadhouse and Darden’s LongHorn Steakhouse. How did they perform in Q3? And what are some of the factors contributing to their success?
Since April 2024, Texas Roadhouse and LongHorn Steakhouse have both experienced consistently positive YoY foot traffic – outpacing the wider full-service restaurant space. The steakhouses’ strongest months were in May and June, when both chains traditionally draw big Mother’s Day and Father’s Day crowds. In August, too – prime vacation season – Texas Roadhouse and LongHorn Steakhouse experienced 12.5% and 9.3% YoY visit increases, respectively.
On a quarterly basis, YoY visits to Texas Roadhouse and LongHorn Steakhouse increased 5.9% and 4.0%, respectively, in Q3 2024 – while the wider FSR space saw a 2.0% decline. And though some of this growth can be attributed to the chains’ expanding footprints, the average number of visits to each chain’s individual locations also rose YoY (3.0% for Texas Roadhouse and 2.6% for LongHorn Steakhouse).
What is the secret to these steakhouses’ success? One factor that appears to be driving growth for both restaurants is their relative affordability – especially on weekday afternoons. The cost of beef has continued to climb in recent months – and though the two chains have been forced to raise prices, they have remained committed to providing high-quality meals that don’t break the bank.
One way they’ve done so is through weekday specials that allow hungry customers to indulge as they go about their routines. Texas Roadhouse’s Early Dine Menu offers diners a variety of entrees for $8.99 to $11.99 – as long as they snag them before the dinner time rush. LongHorn Steakhouse, for its part, offers a lunchtime special on Mondays through Saturdays from 11:00 AM to 3:00 PM, including an $8.99 sandwich combo.
And foot traffic data suggests that these offerings may be helping to drive traffic to the two chains. In Q3 2024 (July to September), both Texas Roadhouse and LongHorn Steakhouse saw significantly higher weekday YoY visit growth during the afternoons – 9.7% and 8.0% respectively, compared to 6.8% and 4.3% after 6:00 PM. The accelerating return-to-office push may also be contributing to the two chains’ YoY visit growth, as commuters seek out affordable places to have lunch with colleagues.
Texas Roadhouse and LongHorn Steakhouse are both major national chains – with locations spread across the continental U.S. But a look at the geographic distribution of visits to the two steakhouse giants shows that each of them has a somewhat different regional focus. Though Georgia – where LongHorn Steakhouse was founded – is the brand’s second-largest market in terms of restaurant count, the Peach State garnered the highest share of visits to the chain in Q3 2024 (13.3%). Next in line was Florida, with 12.6% of visits. For Louisiana-based Texas Roadhouse, on the other hand, Texas was at the center of it all – with Florida coming in a not-so-close second.
Both chains, however, share some major markets – including Ohio (about six percent of visits to each chain) and Pennsylvania (about five percent of visits to each chain) – showing that many regional markets have plenty of room for high-quality, affordable steakhouses.
And a look at the demographic profiles of Texas Roadhouse and LongHorn Steakhouse’s trade areas shows that like other successful chains, both brands appeal to a wide range of audience segments. The eateries’ captured markets boast higher-than-average shares of very different suburban segments – from wealthy and upper-middle-class suburban families to suburban boomers and residents of blue collar suburbs.
Full-service restaurants still face significant hurdles in 2024 – from rising costs to discretionary spending cutbacks. The 2024 consumer prioritizes value and convenience, making it difficult for traditional sit-down eateries to compete. But the continued success of Texas Roadhouse and LongHorn Steakhouse proves that even in today’s difficult environment, FSR chains that succeed in providing affordable, high quality offerings can thrive.
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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.
About the Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country.
It was an amazing summer for malls, with August proving an especially strong month across all three mall categories – indoor malls, open-air shopping centers, and outlet malls. Between huge blockbuster summer releases, rising consumer confidence, and favorable weather, malls drew bigger crowds than they did last year. The week of August 12th saw YoY visit boosts of 5.6% for indoor malls, 5.8% for open-air centers, and 2.8% for outlet malls. (Outlet malls saw a more impressive YoY boost of 5.4% during the week of August 5th).
As the summer wound down and families settled into back-to-school routines, mall traffic leveled off – with weekly YoY visits ranging from -2.9% to 2.2% in September. But September’s relative quiet won’t last long. Mall traffic is expected to ramp up again in October as early holiday promotions begin to draw crowds, as both retailers and consumers gear up for this year’s shorter holiday shopping season — just 27 days between Thanksgiving and Christmas.
September’s relative quiet notwithstanding, the first Monday of the month – Labor Day – is always a busy one for retailers, and this year was no different. Eager crowds converged on malls during the holiday to take advantage of special sales and enjoy a day of retail therapy.
Compared to the average year-to-date Monday, indoor malls saw a 61.5% increase in foot traffic on Labor Day, while open-air shopping centers saw a 34.1% rise. But it was outlet malls that really hit it out of the park with a remarkable 110.7% boost. Outlet malls often lead during holiday weekends, as shoppers take advantage of their time off for an extended excursion.
What do malls’ 2024 performance thus far tell us about what they can expect this holiday season?
If the rest of the year is any indication, indoor malls and open-air shopping centers are poised for a robust holiday season, having experienced YoY visit growth during every quarter of the year so far. And while outlet mall visits have largely remained aligned with 2023 levels, they are traditionally strong performers during the holidays – so a solid season is still expected for them as well.
Indeed, in past years, outlet malls have proven to be major holiday shopping destinations. Comparing weekly visits to malls in 2022 and 2023 to each year’s weekly visit average shows significant surges in November and December, with outlet malls seeing the most pronounced spikes.
During the week before Christmas in 2023, for example, outlet malls saw visits soar 79.3%, compared to 72.8% for indoor malls and 47.8% for open-air shopping centers. And on Black Friday outlet malls were the clear winners – with a 59.3% visit spike compared to 36.9% for indoor malls and just 18.2% for open-air centers.
This year is expected to follow suit, with all three mall categories likely to see heavy traffic during the peak holiday weeks—and outlet malls expected to shine especially bright as shoppers go the extra mile to seek out the best deals.
The holiday season not only boosts mall traffic but also shifts consumer behavior. Data from the past two years shows that malls’ average dwell times tend to increase during the all-important final quarter. In both 2022 and 2023, indoor and outlet malls saw average Q4 visit durations rise by about a minute compared to the rest of the year. Though a one-minute increase might appear minor, even a small shift in the overall average is significant given the millions of visits that take place during this period.
This trend highlights a shift in consumer behavior during the holidays, as visitors spend more time strolling through malls to snag special deals and seek out ideal gifts for loved ones. Interestingly, open-air shopping centers, which also saw smaller holiday visit peaks, did not show the same shift in dwell time – suggesting that visitor interaction with these centers during the holidays is more in line with that observed throughout the rest of the year.
As October unfolds, and malls begin to fill with holiday scents, music, decor, and promotions, the sector appears well-positioned for a strong holiday season. And this optimism is even further bolstered by predictions of increased consumer spending in the months ahead.
Will malls meet these high expectations during the upcoming season? Follow our blog at Placer.ai 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.
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.
“Retail media networks have turned retailers into ad moguls. That’s a huge change and nobody yet understands all the implications of it.”
Constantine von Hoffman, MARTECH
Companies operating consumer-facing brick-and-mortar venues traditionally relied on selling goods and services as their primary revenue stream. But recently, leading retailers such as Walmart and Target have begun to leverage their immense store fleet into a powerful advertising platform.
Online retailers have been tapping into the advertising power of their digital sites for years by relying on various automated tools to show third-party advertisements to relevant consumer segments. But now, retailers with a strong offline presence can also leverage physical marketing impressions and focus their campaigns while reaching consumers at the point of purchase. Retailers have long recognized the intent that drives a store visit, and understanding the full value of leveraging that visit to its full extent is an important new frontier.
Major retailers are continuing to see their physical visits outnumber their online ones.
And in spite of the gloomy predictions regarding the future of brick and mortar retail, major retailers are continuing to see their physical visits outnumber their online ones. Monthly numbers of visitors to Walmart and Target significantly outpace the brands’ online reach, according to web data from Similarweb. So although, up until recently, these brands have focused their media placements on their digital channels, it is becoming increasingly clear that these chains’ physical stores hold powerful – and currently untapped – advertising potential.
Online visitor data source: similarweb.com
And with the recent rise in digital advertising costs, retail media networks are becoming more attractive for companies looking to make the most of their ad budget. Retail media networks can also help brands reach rural communities, elderly Americans, and other consumer segments that are currently underserved by digital advertisers.
This white paper explores several retailers on the cutting edge of the retail media network revolution. Keep reading to find out how advertisers can use retail media networks to promote to hard-to-reach consumers, segment their ad spending, and optimize their campaigns.
Residents of rural areas use the internet less frequently, and have lower levels of technology ownership than their urban and suburban counterparts. As a result, companies that stick to digital advertising may have a harder time reaching rural consumers. Brick and mortar retailers popular in smaller markets can fill in the gaps and help brands promote their products and services to this hard-to-reach audience.
Brick and mortar retailers popular in smaller markets can help brands advertise to hard-to-reach audiences.
Dollar General saw significant success over the pandemic, with the current economic climate continuing to benefit the brand. Between January and August 2022, nationwide visits to Dollar General venues were 35.6% higher than they were between January and August 2019, while the number of visitors increased 25.4% in the same period.Visit numbers aggregate the visits to the chain’s various locations in a given period, while visitor numbers track the number of people who enter the brand’s stores.
The company has also been operating a media network since 2018. The Dollar General Media Network (DGMN) enables advertisers to reach Dollar General consumers across the company’s channels to build awareness both digitally and in physical spaces. Advertisers with DGMN can display in-store bollard, blade, and wipe stand signs, security pedestals, basket bottomers, and shelfAdz to deliver in-store messaging from parking lot to purchase. Recently, Dollar General announced that its ad platform was now working with 21 new advertising partners, including Unilever, General Mills, Hershey’s, and Colgate-Palmolive.
Embracing the Power of the Small Market
Advertising partners can leverage the DGMN to promote their goods and services to harder-to-reach consumers.
Dollar General has been serving rural residents for years, with the majority of the company’s stores located in communities with fewer than 20,00 residents. And while the brand is growing nationwide, Dollar General’s strength is particularly evident in small markets – which means that advertising partners can leverage the DGMN to promote their goods and services to harder-to-reach consumers.
Comparing year-over-three-year (Yo3Y) visit change to Dollar General stores in metropolitan and micropolitan core based statistical areas (CBSAs) highlights the company’s success in smaller markets. According to the United States Office of Management and Budget, metropolitan and micropolitan CBSAs have over and under 50,000 residents, respectively. Since January 2022, monthly Yo3Y visit growth to Dollar General venues in select Texas micropolitans has consistently outpaced foot traffic to nearby metropolitan areas. While the Sherman-Denison metro area saw August 2022 foot traffic hit a solid 24.5% increase over August 2019, the Gainesville, Texas micro area – around 35 miles east of Sherman – saw its foot traffic increase 54.5% in the same period.
Dollar General’s presence across a significant number of smaller markets means that advertising partners can use the growing DGMN to increase awareness and drive purchase consideration among these harder-to-reach consumers.
In the digital space, three tech giants – Alphabet (previously Google), Meta (previously Facebook), and Amazon – enjoy over 60% of the digital ad revenue in the United States. This means that companies are competing for impressions on a small number of platforms – and smaller brands geared at specific consumer segments may need to spend significant advertising budgets to outbid the larger players. Retail media networks create additional advertising platforms, and enable advertisers to diversify their ad spend, increase their (physical) impressions, focus on more specialized channels to better reach their audience, and potentially reach customers at their highest point of intent.
Retail media networks create additional advertising platforms and potentially reach customers at their highest point of intent.
Albertsons launched its retail media network, Albertsons Media Collective, in November 2021 with the goal of delivering “digitally native, shopper-centric and engaging branded content to the company’s ever-growing network of shoppers.” Currently, the grocer’s media network is primarily digital, but Albertsons’ head of retail media products Evan Hovorka recognizes the importance of leveraging in-store assets to deliver a unique advertising experience. The company is testing out smart carts that link with “Albertsons for U” loyalty program to display ads to shoppers – and Albertsons is likely to find more ways to reach in-store consumers as it continues to develop its retail media network.
The chain is also one of the most popular grocers nationwide. With the exception of March and April 2022, when inflation and high gas prices temporarily halted growth, the brand’s monthly visits and visitor numbers have consistently exceeded pre-pandemic levels. Monthly visits for Albertsons in August 2022 were up 5.7% and monthly visitors were up 5.4% on a Yo3Y basis. This means that advertisers with Albertsons can increase their reach and grow their physical ad impressions just by displaying their ads in Albertsons locations and tapping into the chain’s growing visitor base.
Looking beyond Albertsons' nationwide average foot traffic trends reveals some important regional differences. Between January and July 2022, visits to the brands increased 4.6% in Wyoming on a Yo3Y basis, while foot traffic to the brand’s locations in Oregon jumped 18.5% compared to January through July 2019. This means that a brand looking to reach consumers in Oregon can contract with Albertsons’ media network to show its ads to a fast-growing pool of visitors.
A larger visitor count translates to an increase in unique ad impressions, while more visits from fewer visitors can drive repeated exposures.
Diving deeper into the data reveals an additional layer of insight. Some states with only moderate visit growth are seeing a surge in visitor numbers, while other states are seeing a drop in visitor numbers but a rise in visits. A larger visitor count translates to an increase in unique ad impressions and more people exposed to the ads, while more visits from fewer visitors translates to more overall impressions that can drive repeated exposure among a smaller group of visitors. So advertisers can use segmented foot traffic data to decide where to focus their marketing depending on the goal of the campaign.
For example, Wyoming's moderate increase in visits hides a significant spike in visitors, which means that advertisers to Albertsons venues in Wyoming can get their impressions before a large number of different potential consumers. Meanwhile, Oregon's 18.5% increase in visits is the result of just a 9.4% increase in visitors – so Albertsons is cultivating an increasingly loyal following in the Beaver State, and the grocer’s advertising partners can expect that the same visitors will be exposed to their brand repeatedly.
So companies that want to increase unique ad impressions and build awareness can advertise to Albertsons customers in Wyoming, where their ads will be seen by a large number of new people. But in Oregon, companies may want to promote a campaign that focuses on moving Albertsons visitors through their funnel.
In order to accurately assess the ad distribution patterns in each location, brands operating retail media networks need to understand both visits and visitors trends in each region and for the chain as a whole.
Advertisers with retail media networks can use foot traffic data to refine their geographic audience by identifying the consumer preferences of a given brick-and-mortar brand on a store or city level.
In August 2020, CVS Pharmacy launched its media network, the CVS Media Exchange (cMx). The company estimates that 76% of U.S. consumers live within five miles of at least one store, and the cMx allows partners to tap into the chain’s reach by giving advertisers access to CVS’ online and offline channels, including in-store ads.
Although CVS has been closing locations recently, the brand is still one of the strongest players in the brick-and-mortar retail space. Its 2022 visit numbers have consistently exceeded pre-pandemic levels nationwide, and data from CVS locations in leading cities shows that its Yo3Y visits per venue and visitor numbers are even higher.
CVS’s nationally distributed fleet means that the brand’s locations in different regions attract distinct consumer bases.
CVS carries a varied product mix of daily essentials in addition to its healthcare offerings, so the brand attracts a wide range of consumer segments. And the chain’s nationally distributed store fleet means that CVS has locations in different regions that attract distinct consumer bases who do not all have the same lifestyle preferences. By using foot traffic data to understand the regional consumer preferences of CVS consumers beyond the store, advertising partners can refine their market and make the most of the cMx.
Different regions have different fitness cultures. Chains catering to health-conscious consumers can use retail media networks and foot traffic data to focus their efforts on areas where inhabitants exhibit a high demand for regular workouts.
Analyzing cross-visit data from CVS locations across five major urban centers in the U.S. shows that the percentage of those who also visited gyms or fitness studios varied significantly across each DMA. In the New York area, 62.7% of those who visited CVS in Q2 2022 also visited a fitness venue during that period, in contrast with only 38.0% of CVS visitors around Dallas-Ft. Worth, TX in the same period. This information can help advertising partners in the health and wellness space decide where to place their campaigns.
Looking at cross-visit data on a city-wide level can provide a sense of the consumer culture in each area, but advertisers that dive into foot traffic data for individual stores can refine their messaging even further.
On average, 43.8% of CVS visitors in the Chicago DMA also visited a gym in Q2 2022. But drilling down to the top CVS locations in the city reveals that the rate of cross-visits varies significantly from location to location. Both the E 53rd Street and W 103rd Street locations have a relatively high share of visitors who visit fitness locations – 52.5% and 49.2%, respectively. Meanwhile fitness cross-visits were at just 36.6% for the South Stony Island Avenue location. Advertisers promoting health and wellness related products and services may want to focus on the 103rd St. and 53rd St. CVS locations.
Diving into a customer’s behavior and preferences outside the store can help retail media network operators and advertising partners find the areas and locations best suited for each type of ad.
Cross-visit data is one way to identify consumer preferences beyond the physical store. Advertisers can also analyze digital preferences of offline visitors to focus their marketing on the most appropriate locations.
Advertisers can also analyze digital preferences of offline visitors to focus on the most appropriate locations.
Over the past couple of years, Macy’s has been finding ways to reinvent itself and optimize its store fleet – and foot traffic data indicates that the retailer's efforts are paying off. In the first half of 2022, Macy’s exceeded its H1 2021 overall visit and average visits per venue numbers and posted a positive year-over-year (YoY) visitor count. In Q2 2022, despite the wider economic challenges, Macy’s visitors, visits, and average visits per venue saw YoY increases of 3.4%, 4.0% and 9.9% increases.
Like CVS, Macy’s launched its media network in August 2020, and by February 2021 the Macy’s Media Network was already generating $35 million annually. In addition to advertising on the company’s digital channels, Macy’s also offers partners the use of in-store screen displays, package inserts, and the brand’s iconic billboard in New York City’s Herald Square.
Advertisers can optimize their advertising by analyzing the differences in consumer profiles between a chain’s various stores.
Advertisers that understand the differences in consumer profiles between a chain’s various stores can optimize their advertising efforts. While looking at variations in cross-visit trends is one way to identify interested brick-and-mortar consumers, diving into visitor’s digital behavior and online preferences can also provide valuable insights.
Tools such as Spatial.ai’s GeoWeb, which tracks online engagement with various trends and topics by neighborhood, can reveal how offline consumers behave online. An index score of 100 indicates that consumers in an area have an average interest in a given topic, while scores over (or under) 100 indicate that consumers are more (or less) interested in the topic when compared to the national average interest.
We used Spatial.ai’s GeoWeb tool to analyze the online behavior of consumers in the True Trade Areas (TTA) of five Macy’s locations in the Philadelphia, PA DMA – and found that residents of the different TTAs stores showed differing indexes. For example, the Macy’s in the King of Prussia Mall location showed a high index of 161 in “Men’s Business Clothes Shoppers,” while the Cottman Ave. location had an only slightly above average index of 102. This means that advertisers of men’s business apparel may see more results by focussing their advertising on visitors to the King of Prussia location.
Advertisers that use retail media networks do a lot more than just reach in-store shoppers. Stores exist in the physical world, so advertisers can also reach passers-by through physical venues’ windows, blade signs – or in the case of Macy’s, through its Herald Square Billboard. Here too, foot traffic data can reveal the consumer preferences of people walking by the sign.
We looked at the online behavior in the TTA around the traffic pin on the corner where the billboard is located (Broadway/6th Ave and 34th Street in New York) to understand which advertisers might benefit most from a billboard at that location. While the “Men’s Business Clothes Shoppers” category was over-indexed compared to the national average, as would be expected in midtown Manhattan, “Women’s Fashion Brand Shoppers” had an even higher index. “Gen Z Apparel Shoppers” were over-represented, but “Leather Good Shoppers” and ”Athleisure Shoppers” were under-represented. So a brand that carries both elegant wear and athleisure may want to display its less casual clothing lines on the billboard.
Understanding how consumers behave both on and offline can help retail media networks and advertising partners promote their campaigns most effectively.
To transform their physical store fleet into a media network, brands and companies need to analyze the reach of each venue. The same chain operating in multiple regions may be reaching different types of consumers in each area, or even in various neighborhoods of the same city. These distinct audiences may have contrasting products, brands, and shopping preferences.
Retailers that leverage their brick and mortar presence can transform the advertisement space as it exists today.
Retailers can also partner with advertising partners who wish to promote goods and services not carried by the retailer. For this to succeed, the retailer will need to analyze how consumers behave outside of its stores. Understanding what characterizes the overall behavior of consumers in each locations’ trade area will allow the retailer to reach a larger audience and truly compete with the digital giants. And by leveraging their brick and mortar presence, brick and mortar retail can transform the advertisement space as it exists today.
