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This year has posed challenges for limited-service dining chains as inflation and higher prices continued to weigh on consumer traffic. We analyzed visitation trends in 2025 so far across major segments to better understand which categories are holding up – and which may need to adjust strategies.
This year brought significant challenges for the limited-service dining industry, as persistent price increases kept many would-be diners at home. Even industry giants like McDonald’s reported declines in same-store sales as lower- and middle-income consumers pulled back spending. Yet several categories, including the ever-impressive chicken segment, managed to buck the trend.
The chart below highlights the differences in YoY foot traffic for major limited service dining concepts in H1 2025. Pizza, burger, and sandwich chains experienced declines, while coffee, chicken, and Mexican-inspired concepts emerged as the growth drivers in terms of overall visit increases.
These segments were likely aided by aggressive unit expansion and consumer preferences shifting toward more affordable, customizable, and protein-forward options. Coffee continues to hold steady as a daily staple, while chicken and Mexican-inspired operators are capturing demand for protein-forward and customizable formats.
However, per-location data tempers this growth narrative. Visits per store declined across every major category – even those with overall visit increases – indicating that expansion may be outpacing underlying demand and pushing the segment toward potential oversaturation.
Recent summer data underscores the cautionary signals. Year-over-year traffic growth for coffee, chicken, and Mexican-inspired concepts was weaker in July than in the first half of the year. By August, declines had spread across nearly every category – with chicken chains in particular seeing a dip in traffic and an even steeper drop in average visits per location – leaving coffee as the only segment to sustain growth.
This broader slowdown in limited-service dining, combined with persistent economic uncertainty, suggests that consumers may be scaling back restaurant spending – even in categories traditionally viewed as more budget-friendly.
While 2025 has been marked by volatility, the underlying consumer appetite for convenient, protein-forward, and customizable dining is helping some limited-service segments stay ahead of the pack. Still, visit per location data suggests that expansion plans may need to be put on ice for the next few quarters.
Instead, operators that focus on menu innovation, building loyalty, and driving higher output per store stand to capture demand when economic pressures ease. As confidence rebounds, concepts that have expanded strategically may be especially well positioned to benefit from renewed consumer traffic.
For the most up-to-date dining data, check out Placer.ai’s free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
After a strong spring for mall traffic, momentum slowed over the summer. As the chart below shows, visits in June declined year-over-year across all three formats, while July and August traffic leveled off.
Yet, even in this softer environment, indoor malls stood out as the only format to register growth – albeit modest – in both July and August. At the same time, outlet malls managed to close their YoY visit gap, likely buoyed by families looking to save on back-to-school shopping. This trend also points to the potential for a rebound in the format, as consumers’ growing focus on value continues to shape shopping behaviors in new ways.
A softer Labor Day capped off the slower summer, with slight dips in visits across all three mall formats compared to Labor Day weekend 2024 (though indoor malls continued to lead with the smallest YoY visit gap). Outlet malls saw the biggest drop, which combined with their flat August performance, suggests that shoppers frequented outlets earlier in the month rather than holding off for Labor Day promotions.
Taken together, these trends indicate that the summer slowdown was not simply the result of consumers holding back for holiday sales. Instead, with sentiment weakening, shoppers appear to be reducing discretionary purchases that typically drive mall traffic, or looking for better value on a routine basis rather than waiting for special sales.
The decline in average mall visit length offers another indicator of softening consumer sentiment and a cutting back on discretionary purchases. Visit length plummeted over the pandemic as consumers tried to limit their time spent in enclosed spaces, but the average visit duration to malls rose in 2023 and again in 2024 – suggesting that malls were slowly regaining their role as destinations for leisure, dining, and extended shopping trips.
The drop in August 2025, however, signals a reversal of that momentum, perhaps reflecting heightened consumer caution and a renewed focus on efficiency and essentials over browsing and discretionary spending.
Malls’ strong visitation trends just a few months ago caution against drawing overly dire conclusions, and the softer summer may represent a temporary reset rather than a lasting shift. Seasonal headwinds, travel, and consumer caution likely weighed on recent performance, while the steady resilience of indoor malls points to enduring shopper demand for in-person experiences. Outlet malls' success in closing their visit gap also adds reason for optimism.
The upcoming holiday season offers malls a chance to regain momentum and recapture consumer attention. While recent trends highlight caution and shorter visit durations, they also underscore consumers’ growing appetite for value and convenience – dynamics that indoor and outlet malls are uniquely positioned to meet. By pairing value-driven promotions with engaging experiences and festive activations, malls can reassert their role as destinations not just for shopping, but for leisure and community during the holidays. This combination positions shopping centers to benefit from seasonal demand, even as consumers remain more selective with discretionary spending.
For more data-driven consumer insights, visit placer.ai/anchor
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more
After a period of robust growth following COVID, the eatertainment sector has slowed. Rising prices and economic uncertainty have led many consumers to tighten their budgets, cutting back on discretionary activities. But Q2 2025 data points to an emerging trend that could reshape the industry's trajectory: unlimited-play subscription models that drive repeat visits to major chains.
Eatertainment’s leading brands have followed very different trajectories since 2019. Topgolf and Dave & Buster’s expanded significantly after COVID, driving overall visits above 2019 levels and outperforming the broader full-service restaurant (FSR) segment. By Q2 2025, Topgolf’s systemwide foot traffic was up 59.2% compared to the same period in 2019, while Dave & Buster’s overall visits rose 7.1%. However, both chains began to slow at the unit level in 2022 as inflation weighed on household budgets.
Chuck E. Cheese, meanwhile, shuttered dozens of locations after its 2020 bankruptcy. But in mid-2024, the brand’s systemwide and per-location visits began rebounding significantly, surpassing even the broader FSR segment by Q1 2025.
Chuck E. Cheese’s resurgence can be traced to a revamped Summer Fun Pass program launched in the summer of 2024. By offering unlimited play, the company drove a dramatic increase in repeat visits – and the model proved so successful that the company extended it year-round, fueling sustained visit growth that continued into 2025.
Between March and May 2025, per-location visits to Chuck E. Cheese surged 17.6% to 23.0% year over year (YoY), before stabilizing in June and July as the chain began lapping its extraordinary 2024 performance. Importantly, this plateau doesn’t indicate decline – instead, it highlights Chuck E. Cheese’s ability to maintain traffic levels that seemed unimaginable just two years ago.
Chuck E. Cheese’s loyalty surge also shows no signs of abating. In June 2024 12.0% of visitors came in at least twice during the month – up from 7.2% to 8.0% the previous summer. And although repeat visitation dipped somewhat when school resumed in the fall, it remained elevated YoY and rebounded again this summer.
Topgolf has long relied on expansion to drive growth. But even as overall foot traffic has continued surging past pre-COVID benchmarks, visits per location began declining in 2022.
Recent data, however, suggests this dynamic is shifting. Since May, the chain has posted high single-digit per-location YoY growth – a clear indicator of unit-level recovery. And though same-venue sales still fell 6.0% last quarter, the company raised its guidance, signaling an improved outlook.
Here too, loyalty metrics point to the central role of Topgolf’s revived Summer Fun Pass in reigniting traffic by offering value-conscious consumers more affordable access to its premium experience. Though the gains are smaller than those seen by Chuck E. Cheese’s, they still mark a meaningful step in Topgolf’s recovery.
Dave & Buster’s flagship chain continues to lag peers on YoY visitation, with Q2 2025 traffic below 2024 levels. Still, visit data for May to July 2025 points to an improving trend, aligning with the company’s recent report of better comp sales in June.
Once again, progress appears tied to a new subscription model – Dave & Buster’s first-ever Summer Season Pass. Priced similarly to last year’s new Winter Pass, but timed to coincide with school and college vacations, the summer program significantly boosted repeat visits and strengthened customer engagement. And although per-location traffic at Dave & Buster’s remains a challenge, the brand’s growing loyalty base and expanding footprint give it a foundation for steady, sustainable growth.
Much like gym memberships, affordable flat fees for gameplay at eatertainment venues allow budget-conscious consumers to stretch their dollars by visiting more often. And these subscription-based models appear to be resonating with consumers in 2025.
But the model comes with its own challenges. For Chuck E. Cheese, Topgolf, and Dave & Buster’s, the key test will be turning higher visitation into greater spend. Converting traffic gains into food, beverage, and event revenue – without eroding margins – will ultimately determine whether subscription-driven loyalty can deliver sustainable long-term growth.
For more data-driven consumer insights, visit placer.ai/anchor.
Starbucks launched its latest fall menu on August 26th, 2025, which included the fan-favorite Pumpkin Spice Latte (PSL). How did the return of the anticipated beverage impact visits this year? We dove into the data to find out.
The fall menu launch and PSL return drove significant visit spikes to Starbucks, as shown in the chart below. And traffic on this year's PSL launch was nearly identical to 2024 levels – highlighting the remarkable consistency of the seasonal offering that has now become a cultural staple. The ability of the PSL to drive traffic at scale – even after two decades – underscores its unique role in Starbucks' playbook.
While the PSL's appeal is coast-to-coast, enthusiasm varies geographically.
The map below plots the increase in Starbucks visits on the launch of the fall menu compared to each state's pre-fall menu launch daily average. The Mountain region emerged as this year's PSL epicenter: Utah led the nation with a traffic surge of over 40% above its daily average, with neighboring states like Colorado, Idaho, and Nevada also showing exceptional gains. The Midwest and Appalachia, including West Virginia and Kentucky, followed with their own impressive double-digit increases.
By contrast, increases were more muted in the Northeast and Southeast, with single-digit visit growth in Louisiana, Mississippi, Georgia, New York, Vermont, and New Hampshire. Together, these patterns reveal both the universal draw of Starbucks’ seasonal offerings and the regional nuances that shape consumer response.
While competitors like Dunkin' and Dutch Bros. also leverage seasonal menus to attract customers, their launch-day boosts don't match the scale of the PSL phenomenon, as shown in the chart below. Starbucks has successfully transformed a menu update into a highly anticipated cultural moment that competitors struggle to replicate.
This data suggests that Starbucks' fall launch doesn't just boost its own traffic – it sets the benchmark for the entire industry. The brand’s ability to blend product innovation with cultural relevance reinforces its position as the undisputed leader in the seasonal beverage market.
The data from the 2025 fall menu launch suggests that the Pumpkin Spice Latte is far more than a seasonal beverage; it is one of Starbucks' most reliable and defensible strategic assets. The popular LTO provides a predictable traffic and revenue anchor, transforming the fall menu and the PSL at its center into a reliable financial instrument that widens the company's competitive advantage.
Ultimately, the enduring success of the PSL highlights Starbucks' mastery in transforming a product into a cultural tradition, proving that the most powerful driver of consumer behavior isn't just the product itself, but the anticipation and ritual built around it.
For more data-driven insights, visit placer.ai/anchor
Secondhand shopping has emerged as a major storyline this season amid potential tariff-driven apparel price hikes – but foot traffic data shows that thrifting's move into the mainstream has been years in the making. We dove into the data to assess the state of the thrift store segment in 2025 and explore what’s driving its continued momentum.
Thrift store foot traffic has been on an impressive upward trajectory since COVID. In Q2 2025, visits were up 39.5% compared to Q2 2019 – far exceeding the 9.5% growth seen across the broader clothing industry.
This visit growth advantage reflects a mix of factors, including heightened economic pressures and sustainability concerns. In addition, while much apparel shopping has shifted online – and digital resale platforms like ThredUp are gaining traction – thrifting remains inherently experiential and in-person.
Thrifting’s unique seasonality also highlights its important role in the consumer shopping cycle. As the chart below illustrates, conventional apparel peaks during the holiday shopping season (Q4) while thrift stores hit their stride in summer (Q3) – likely buoyed by warm-weather wardrobe refreshes and back-to-school shopping.
A closer look at year-over-year (YoY) trends show industry-wide thrift store visit increases outpacing per-location gains, suggesting that the segment’s growth is partly driven by store openings. Yet established locations are thriving too, with average visits per location continuing to rise even against last year’s strong benchmarks.
This dual pattern – new stores bringing in additional shoppers while established locations continue to grow – shows that thrifting’s momentum reflects true market expansion rather than merely a redistribution of demand.
Demographic data also points to thrifting’s ongoing move into the mainstream. The median household income of areas feeding visits to thrift stores has risen steadily since 2019, signaling a significant broadening of these stores' customer base beyond their traditional lower-income demographic.
Geographically, thrift shopping has also expanded beyond its urban roots. The share of visits from rural, semi-rural, and suburban communities has climbed consistently over the past six years, making secondhand shopping a fixture of consumer culture across regions and income levels.
With potential tariffs threatening to raise the cost of imported clothing, continued economic pressures, and rising demand for sustainable alternatives, thrift stores appear poised to thrive well into the future. Will secondhand visits climb to new highs this summer?
Follow Placer.ai/anchor to find out.
Whether it’s a family picnic, a romantic stroll, or a casual jog, local parks have long been woven into the fabric of American life. In recent years, however, when and how people use these green spaces has shifted in important ways.
Using Placer.ai’s index of 3,000 local parks (i.e., smaller parks within cities, towns, and suburbs and excluding national and state parks), we analyzed visitation patterns over the past year and compared them to pre-COVID baselines. The results reveal not only a steady rise in park traffic, but also meaningful changes in how Americans engage with these public spaces.
Visits to local parks have steadily increased since 2019 as shown in the graph below – reflecting a sustained post-pandemic shift toward outdoor activities.
But the data also shows an interesting seasonal shift. Unsurprisingly, park visits tend to peak in spring and summer (Q2 and Q3), and drop in winter. But whereas in 2019 and 2021, Q3 slightly outperformed Q2, this trend began to reverse in 2022 – and over the past three years, spring and early summer have consistently outpaced the July to September period. Additionally, while Q2 visits have grown year after year, Q3 visits began to decline in 2024 – and July 2025 data suggests the trend may be continuing.
The shift, though subtle, may be tied to extreme summer heat waves in recent years – but it remains to be seen if this pattern will hold long-term.
Beyond sheer numbers, how people use parks is also changing. Since 2019, the share of visits lasting under 30 minutes has dropped, while visits over 30 minutes have increased – pointing to more intentional, extended outings that may include picnics, sports, or social gatherings.
At the same time, the share of weekday and early-day visits have declined, while weekend and evening visits have grown. This suggests that park trips are increasingly seen as dedicated leisure activities – part of people’s weekend plans rather than casual, quick visits.
Meanwhile, analyzing parks' trade areas indicates a subtle but significant shift in the demographic profiles of park-goers.
In both 2018/9 and 2024/5, park visitors tended to come from relatively affluent areas, with median household incomes (HHIs) above the nationwide average of $79.6K. But the analyzed period saw a modest but significant decline in the median HHI of parks’ trade areas. indicating a broadening of the audience making use of these spaces.
This shift was accompanied by an increase in the participation of families with children – further evidence of the emergence of local parks as communal, family-oriented spaces.
The growth in visitation along with the shifts in timing, duration, and demography carry important implications for local governments and park planners – and understanding these trends can help cities serve their communities and allocate relevant resources more effectively.
For example, with weekend visitation on the rise, cities could plan more park events on Saturdays and Sundays to maximize attendance and community engagement. In addition, more weekend visitors may require expanded parking, public transport options, or bike access to accommodate higher demand.
The growth in later and longer park visits may also suggest a greater need for improved evening amenities, such as better lighting for safety and extended hours for public facilities. Longer visits could also mean higher demand for seating, shaded areas, restrooms, and refreshment vendors. And more families with children could drive demand for enhanced playground equipment, family-friendly programming, and child safety features.
By aligning park services with these evolving patterns, local governments can better serve residents, attract more visitors, and make the most of the growing enthusiasm for outdoor public spaces.
For more up-to-date insights into population movement and civic trends, explore our free migration tool.
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.
