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Between May of 2021 and November of 2025, The Home Depot saw year-over-year (YoY) visits down 50 of 55 months. The initial downturn was likely driven by the intense pull forward of demand during the pandemic, while the latter struggles were driven by a combination of economic headwinds and sector specific challenges. But, however you contextualize the issues, the result was an average monthly decline of 3.6% YoY from May 2021 to April 2025, despite the final months of that period taking place during the retailer’s normal annual visit peak.
But, there were also very positive signs during that period. The weeks prior to Liberation Day saw YoY visit increases of 2.5% and 4.6%, before tariff concerns drove significant declines, and those declines continued with 14 of the next 15 weeks seeing YoY visit drops.
So where are the signs of a sleeping giant?
For one, visits are getting better. The visit gap between May and November 2025 shrunk to just 0.5% – essentially flat.
Then November saw a visit jump of 3.8%, and the strength was part of a sustained effort, with the eight week period from October 20th to the week beginning December 9th seeing consistent YoY visit increases.
In addition, this strength during the holiday period gives added emphasis to the thinking that Home Depot’s return to growth could have been much earlier were it not for the tariff obstacles that appeared in March and April.
Great brand, clear market leadership and smoother sailing? Sounds like a recipe for a 2026 winner.
In the first half of 2025, Starbucks monthly visits were down 0.6% on average. In the first five months of the second half, that number jumped to being up 1.6%, including a 14 week period between September 1st and the week beginning December 1st where the coffee giant saw visits up 12 of 14 weeks driving October and November visits up 3.2% on average YoY. For context, Q4 2024 was down 2.9% YoY.
The takeaway?
There was real reason to be excited about the directional shifts CEO Brian Niccol built his Back to Starbucks strategy around. The concepts resonated and hearkened back to a Starbucks experience that would leverage its unique brand and status. But ultimately, the excitement needed to center around the belief that these strategies could work and be executed effectively.
The last few months have been a powerful indication that those who held this belief were justified. Visits didn’t improve because of strong coffee headwinds, they improved because Starbucks did what they do best – they owned the calendar and leveraged their creativity and brand to drive huge visit spikes. Cups – whether of the Red or Bearista variety – and menu shifts including the epic annual PSL launch drove visit surges, and the chain's massive footprint positioned it to dominate on major shopping days like Black Friday.
TLDR – the new strategy sounded exciting, there’s real evidence that it’s working, and the chain has maintained its unique hold on the calendar and an industry leading ability to drive urgency and visits almost at the flick of a switch. Lots of reasons to expect the Starbucks recovery to continue gaining momentum.
For more data-driven 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.
Craft retailers – one of the top destinations for purchasing holiday decor – posted impressive year-over-year (YoY) gains this holiday season: AI-powered location analytics reveals that visits to industry leaders Michaels and Hobby Lobby were up YoY by double-digits almost every week of the holiday season. And while some of these chains' success is likely due to the reduced competition – with Party City having ceased its operations earlier this year – the strong growth also suggests that, despite digital competition, the demand for physical browsing and festive inspiration remains high.
We dove into the data to analyze how the holiday decor market is evolving.
The 2025 closures of Party City and JOANN consolidated the crafting sector, leaving Michaels and Hobby Lobby with fewer competitors and driving up YoY visits. This market shift proved particularly advantageous in Q4 as shoppers seeking Halloween decorations and holiday trimmings flocked to the remaining specialty retailers.
But Michaels and Hobby Lobby's success is due to more than just a market consolidation – the two chains have cemented themselves as premier destinations for holiday home decor. And while these retailers have traditionally relied on families looking to fill suburban homes with seasonal cheer, AI-powered location analytics reveal that younger, more urban shoppers are also fueling the holiday traffic boost.
Focusing on October and November data reveals that both chains saw the share of "households with children" in their captured market dip between 2024 and 2025, while the share of Young Professionals and Young Urban Singles increased. This suggests that at least some of the holiday decorating in 2025 was fueled not just by family traditions, but also by a younger generation curating their spaces with viral, budget-friendly finds.
While the exit of competitors like Party City and JOANN cleared the playing field in 2025, Michaels and Hobby Lobby's success is due to more than just absorbing the displaced demand. By capturing a new wave of young, urban shoppers hunting for viral trends, these retailers have proven that holiday décor is no longer solely the domain of suburban families. This successful pivot from traditional utility to trend-driven destination suggests that the craft sector isn't just surviving the retail shakeout; it is effectively reshaping itself for a new generation of consumers.
For more data-driven 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.
7 Brew Coffee may be the fastest-growing coffee chain in the US right now. The chain surged from just 14 locations at the start of 2022 to around 500 locations by October 2025. And average visits per location also increased significantly – indicating that despite the breakneck expansion, the drive-thru brand still has significant runway left to grow.
The chain's hypergrowth has been fueled by significant capital, including an equity investment from Blackstone in 2024 and a massive franchise agreement with the Flynn Group to develop an additional 160 stores. With a modular building model that allows for rapid deployment, 7 Brew is positioned to aggressively challenge major drive-thru competitors like Dutch Bros and Scooter's Coffee.
7 Brew's success can also be linked to a broader rise in drive-thru-centric coffee concepts. The chart below illustrates the shifting category dynamics in recent years as leading drive-thru coffee chains – with Dutch Bros in the lead – commanding a growing share of overall coffee visits since 2019.
Even amid the broader rise of drive-thru coffee chains, 7 Brew’s growth continues to stand out. While the brand still holds a relatively small share of the overall coffee market, the brand’s proportional growth outpaces its peers, reflecting both aggressive unit expansion and strong consumer adoption. The chart also underscores how 7 Brew is increasingly carving out space within a segment historically dominated by brands like Dutch Bros – suggesting meaningful long-term competitive potential.
With drive-thru coffee continuing to surge in popularity and consumers gravitating toward convenience-forward formats, 7 Brew is well positioned to continue capturing incremental market share and solidifying its status as one of the fastest-rising brands in the category.
For more data-driven retail 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.
Despite the ongoing consumer headwinds, the 2025 holiday shopping season delivered year-over-year (YoY) gains for both retail and dining chains nationwide, with the majority of states registering retail and dining traffic increases during the holiday window. And while performance varied meaningfully by category and format, aggregate retail traffic numbers point to significant consumer engagement throughout the end of 2025.
Bifurcation has been a defining trend of consumer behavior in 2025 and continued to shape shopping patterns during the holiday season. Thrift stores and off-price retailers led the apparel category with traffic up 11.7% and 6.6% (November 1st to December 24th, 2025), respectively, compared to last year’s holiday period. Luxury chains and department stores also posted modest gains (+1.8%), while traditional apparel chains saw slight declines (-1.8%) and mid-tier department stores experienced more pronounced traffic drops (-6.2%).
Open-air shopping centers led mall-format performance during the 2025 holiday season, with visits up 1.7% YoY, as consumers gravitated toward environments that offered a more festive, experiential atmosphere and a wider mix of dining options. The format likely received an additional lift from warmer-than-average weather across much of the country, which encouraged shoppers to fully take advantage of the outdoor amenities and social experiences open-air centers offer during the holidays.
Indoor mall traffic was largely flat (+0.8%) – a positive signal given ongoing consumer headwinds, especially for mid-tier formats – suggesting that traditional malls were able to maintain relevance during a pressured spending environment.
Meanwhile, outlet mall visits declined slightly (-0.8%), likely reflecting reduced appetite for destination-driven, discretionary trips as shoppers prioritized convenience, everyday value, and locally accessible retail over longer, deal-oriented excursions during the holidays.
Within the superstore category, wholesale clubs and discount & dollar stores outperformed mass merchants. This performance underscores consumers’ continued shift toward value-driven retail during the holidays and highlights that “value” extends beyond low prices alone; wholesale clubs, with their compelling value propositions, are also seeing meaningful gains in the current consumer environment.
Categories most closely tied to self-gifting outperformed more traditional holiday segments during the 2025 season. Pet stores and services (+5.5% YoY) and home improvement retailers (+3.4% YoY) led the way, perhaps because purchases from these categories are typically positioned as practical investments in everyday life, ranging from caring for pets to improving and maintaining living spaces.
In contrast, home furnishings (-0.8%) lagged, as these purchases tend to be more decorative or occasion-driven and therefore more likely to be intended as gifts for others rather than immediate, utility-focused upgrades. Traffic to electronics stores also dipped slightly (-1.5%). Together, these trends underscore a consumer preference for spending that delivers direct, everyday value to themselves over more traditional, outward-facing holiday gifting.
Overall, location analytics for the 2025 holiday season suggest that consumers remained highly engaged despite ongoing economic pressure, but their spending behavior continued to fragment. Across apparel, superstores, and discretionary categories, shoppers consistently gravitated toward retailers that delivered clear value – whether through low prices, strong quality-to-price ratios, or products tied to personal utility and well-being. The outperformance of thrift, off-price, wholesale clubs, and self-gifting categories underscores a consumer mindset that is both pragmatic and selective, balancing budget consciousness with targeted willingness to spend.
Looking ahead to 2026, these patterns suggest that retailers should move beyond one-dimensional value messaging and instead sharpen their core propositions. Formats that clearly articulate why they are “worth the trip” – through pricing power, assortment differentiation, or alignment with everyday consumer priorities – will be best positioned to win share. As bifurcation persists, success will increasingly depend on understanding which consumer needs a brand serves best and doubling down on those strengths, rather than attempting to compete broadly across a squeezed and highly segmented retail landscape.
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.
Dutch Bros has long been a powerhouse in the beverage space, building its business with rapid expansion and securing a loyal following. But to maintain its growth momentum, Dutch Bros will likely need to look beyond its beverage-first identity. By strategically expanding its breakfast offerings, the brand can attract a new segment of morning diners while driving incremental spend from its existing loyal customer base.
Dutch Bros is still on an aggressive growth trajectory, with plans to continue opening new locations at a brisk pace. The company passed the 1,000-unit mark this year and aims to reach over 2,000 locations nationwide by 2029. However, recent data suggests that while the brand's overall footprint is expanding, its established locations are facing the typical challenges of a maturing brand.
Throughout much of 2025, total visits to Dutch Bros increased rapidly year-over-year (YoY), driven largely by new store openings. And while same-store visits – which measure the performance of locations open for at least a year – were also generally positive, the growth was somewhat uneven. So although the brand’s expansion is still meeting robust demand, the gap between total growth and same-store performance may indicate that Dutch Bros is reaching a level of saturation in its initial markets.
To sustain growth, the brand is targeting the morning daypart by introducing breakfast offerings, reaching approximately 160 stores by the end of September 2025 and plans to deploy the menu across its store fleet in 2026. This strategy appears to be paying off: November saw same-store visits surge to their highest levels of the year. While this spike was likely supported by holiday menu launches and Black Friday, it also suggests the breakfast initiative is gaining traction and successfully revitalizing performance at established locations.
Why is Dutch Bros betting on breakfast? Historically, Dutch Bros has seen a lower percentage of its daily traffic occur during the morning daypart than its competitors. And when comparing the chain’s hourly visit distribution to the wider coffee category, it becomes clear why the shift toward a more robust breakfast offering is a logical move for Dutch Bros. While the coffee category as a whole sees 43.1% of its total daily visits between 5:00 and 11:00 AM, Dutch Bros captures only 32.6% during that same window, according to the chart below.
To bridge this gap, Dutch Bros is evolving its menu to include more substantial food options. Food currently accounts for only about 2% of Dutch Bros’ total sales, a figure it hopes to increase significantly with the help of hot breakfast items. As Dutch Bros continues to roll out the expanded food lineup to more locations in 2026, the brand is positioning itself to compete directly for the morning commuter who currently heads to a competitor for a meal-and-drink combo.
And to further bolster its morning performance, Dutch Bros could lean into "functional fuel" trends that complement its popular protein coffee and are likely to appeal in particular to younger consumers who prioritize health-conscious menu options.
Dutch Bros is at a pivotal point in its evolution. While new store openings continue to drive visits, the brand is now focusing on deepening its relationship with customers through the breakfast daypart. If the recent uptick in same-store visits is any indication, the shift from a "beverage-first" destination to a well-rounded morning stop could be exactly what the company needs to sustain its long-term momentum.
For more dining 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.
The last full week before Christmas (December 15th to 21st) saw massive seasonal spikes in traffic across the board, underscoring the continued importance of physical retail during the holiday season. But while visits rose broadly compared to the year-to-date (YTD) average, year-over-year comparisons tell a more nuanced story, with many traditional gifting categories experiencing modest declines relative to 2024.
Part of this softness likely reflects the calendar shift. Super Saturday fell on December 20th in 2025 but on December 21st in 2024, so 2025 holiday shoppers enjoyed an extra day between Super Saturday and Christmas to complete last-minute purchases. Yet a deeper look at the data suggests that timing alone does not tell the full story. Value-oriented retailers – including dollar stores, thrift stores, and off-price chains – saw traffic remain flat or even increase year over year (YoY) despite the same calendar shift.
So consumers are still spending, but they are trading down, actively seeking deals, and gravitating toward “treasure hunt” retail experiences rather than traditional discretionary splurges.
In a season defined by economic prudence, the most immediate winners were the retailers promising the most bang for the buck. Discount & Dollar Stores – not a traditional holiday category – saw a healthy seasonal uplift of 37.3% compared to their weekly average as well as a 3.8% traffic increase compared to 2024. In contrast, Superstores saw smaller spikes compared to the YTD average and YoY visits dips of 4.6%.
The outperformance of dollar stores suggests that shoppers were making targeted, smaller-basket trips for affordable essentials and stocking stuffers rather than relying solely on the "one-stop-shop" giants.
The "traditional" holiday categories, including apparel and electronic stores, experienced their expected massive seasonal "pop," but – like superstores – struggled to match the highs of 2024.
And while some of the decline can be explained by the calendar shift, the double-digit YoY drop in traffic to key holiday categories such as department stores suggests that timing alone does not account for the slowdown. Instead, the data indicates that consumers are still showing up to buy gifts, but are purchasing fewer items or choosing lower-priced alternatives – forcing traditional discretionary retailers to compete more aggressively for a shrinking share of wallet.
Malls showed a similar pattern, with strong seasonal traffic surges alongside YoY declines – although these YoY gaps were far smaller than in other discretionary categories. This resilience suggests that, despite headwinds facing individual retailers, the mall itself remains the central hub of the holiday shopping experience.
The off-price sector delivered one of the strongest signals this season, posting sharp seasonal traffic surges alongside modest YoY gains despite unfavorable calendar shifts. Thrift stores also stood out, recording a notable YoY increase in visits even as traffic came in slightly below the category’s YTD weekly average – likely reflecting the category’s year-round strength and its relatively recent emergence as a holiday shopping destination.
This data underscores the outsized role of value perception in shaping holiday shopping behavior and highlights the growing appeal of the “thrill of the find.” Whether hunting for a designer deal or uncovering a one-of-a-kind vintage piece, consumers increasingly favored discovery-driven experiences over the standardized assortments of traditional retail.
For retailers looking ahead to 2026, the lessons of this holiday season are stark. First, value is non-negotiable – consumers are actively migrating to formats that offer perceived savings. Second, the mall is not dead, but it is evolving. The format remains a critical seasonal traffic driver, but it must compete harder on convenience and experience. Finally, the success of the off-price and thrift sectors suggests that inventory freshness and the "treasure hunt" dynamic are powerful tools to combat consumer fatigue. As we close the books on 2025, it’s clear that while the consumer is still shopping, they are doing so with a sharper, more critical eye.
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.
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.
