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Two of the biggest sporting events of the year – the Super Bowl and the Daytona 500 – took place in February 2025. We dove into the location analytics and demographic characteristics of visitors for both events to find out who attends the Big Game and the Great American Race.
Super Bowl tickets aren’t cheap, and combined with elevated travel costs, attending the game comes with a hefty price tag. So it may be no surprise that “Ultra Wealth Families” – Spatial.ai: Personalive segment for the nation’s wealthiest households – are consistently the largest segment within the stadiums’ captured markets* on game day. The same trend persists for NFL’s conference championships, indicating that regardless of the region in which the biggest games are played, fans in attendance come from relatively similar, affluent households.
*A venue’s captured market is derived by the census block groups (CBGs) from which the venue draws its visitors, weighted by the share of visits from each, and thus reflects the population that actually visits the venue.
Visitors to the Daytona 500, it seems, are a more diverse cohort. Although the race is the most prestigious in NASCAR, tickets are available at price-points that suit a variety of budgets. And analyzing the visitor base of Daytona International Speedway on race day in 2025 reveals that the event’s relative affordability seemed to have attracted visitors from all walks of life: The venue’s trade area included a wide range of psychographic segments – ranging from the wealthiest families to retirement-age folks on a budget – demonstrating the diversity of the audience in attendance.
Analysis of the 2025 Super Bowl and Daytona 500’s trade areas, which reflect the regions from which the venues received visitors on the day, reveals other key differences between the events’ attendees.
As was the case for previous Super Bowls, the 2025 Super Bowl at the Caesars Superdome in New Orleans, LA drew visitors from the country’s major metro areas – and from some of the wealthiest – including New York City, Los Angeles, San Francisco, and Miami. The trade area also revealed elevated attendance from the teams’ home regions – Kansas City, MO and Philadelphia, PA – likely by the squads’ die-hard fans, and robust visitation from the host region (the New Orleans area), as local football fans appeared to take advantage of the opportunity to attend a Super Bowl close to home.
The 2025 Daytona 500's trade area, however, revealed a more tilted regional distribution of visitors. Although the event did draw fans from all over the country, most of the Daytona International Speedway attendees came from the Eastern United States, and Florida in particular – which hosts the race every year. This suggests that while the Daytona 500 attracts visitors from all over the country, the event is particularly popular among locals.
Want more data-driven event insights? Visit Placer.ai.
Wondering why Dave's Hot Chicken is reportedly in talks to sell itself to Roark Capital for $1 billion? One key reason is its strong growth potential. In 2024, chicken chains outpaced the broader QSR category in both new restaurant openings and increased visits per location. Dave's Hot Chicken stands out among them, with Placer's data showing it was one of the top performers in visit-per-location growth among chains with more than 100 locations last year.
The Kroger Company is one of the largest grocery retailers in the U.S, and the company continues to play a key role in the supermarket industry in 2025. We dove into traffic data for the company as a whole and for its leading banners to understand what 2025 may hold in store for the corporation.
Kroger and its variety of banners play a key role in the U.S. grocery landscape, with the company receiving around 16% of all visits to grocery stores nationwide (excluding non-traditional grocers such as superstores and wholesale clubs). And although Kroger’s visit share varies by state, the company receives more than a quarter of all grocery visits in 18 states, including four states – West Virginia, Utah, Colorado, and Kentucky – where Kroger receives more than half of the state’s grocery visits.
It seems, then, that the company is positioned to continue having a major impact on the U.S. grocery market in 2025 – even without the addition of Alberstons’ grocery portfolio.
The company’s recent visit performance also highlights Kroger’s ongoing resilience within an evolving grocery landscape. Traffic data shows that overall visits to Kroger chains held steady in 2024, with yearly visits just 1.3% lower than in 2023.
And the visit stability continued into 2025, with year-over-year (YoY) visits up every week in January 2025 just slightly below 2024 levels in February 2025 – indicating that shoppers are remaining loyal to Kroger’s chains amidst the inflationary environment.
Kroger operates a variety of banners, each catering to different regional markets and consumer segments. And analyzing 2024 visit data for Kroger’s largest chains shows overall stability across the portfolio – although some banners experienced slightly stronger growth while others did post minor visit gaps.
California-based Food 4 Less led the way with a 2.5% YoY visit increase in 2024, and Colorado-based King Soopers posted YoY visit growth as well. Smith’s, which operates in most of the West, Ralphs in California, and Harris Teeter in the Southeast and Mid-Atlantic stayed within one percentage point of their 2023 visit performance. Arizona-based Fry’s and the company’s namesake banner Kroger also remained close to their 2023 traffic levels, while Fred Meyer and Pick ‘n Save saw minimal YoY visit gaps.
Kroger’s steady foot traffic highlights its strong consumer loyalty and adaptability. And as the grocery sector continues to shift, the company’s ability to maintain its stable performance across its portfolio and regions of operations will ensure it maintains its status as a grocery giant in 2025 and beyond.
For more data-driven retail insights, visit placer.ai.
Walmart’s recent acquisition of the Pittsburgh, PA-area Monroeville Mall signals a new chapter for the retail giant, creating opportunities for both Walmart and the mall itself. Why did Walmart choose this particular property, what makes it such an appealing prospect – and what might the company do with the space?
We dove into the data to find out.
Unsurprisingly, shoppers also interact differently with malls – including the Monroeville Mall purchased by Walmart – than they do with Walmart. In 2024, for example, 39.4% of indoor mall visits nationwide took place on weekends, compared to just 33.6% for Walmart. Mall shoppers were also more likely to travel further for their visits and stay longer, partly due to the entertainment and dining options malls typically offer. (Monroeville Mall, for instance, is home to a Cinemark movie theater). By moving into the mall space, Walmart stands to reach a new kind of shopper, both demographically and behaviorally.
Why did Walmart choose to begin its foray into malls with the Monroeville Mall? Foot traffic data points to a unique balance here: The Monroeville Mall audience is different enough to expand Walmart’s reach, yet still similar in ways that could make it easier to convert new shoppers.
Analyzing Walmart’s trade areas with demographic data from STI: PopStats, for example, reveals that, on average, indoor mall shoppers tend to be more affluent than Walmart shoppers. In 2024, the median household income (HHI) of Walmart’s captured market was $64.5K – noticeably below the indoor mall median of $88.5K. But Monroeville Mall’s captured market had a median HHI of $62.8K – slightly below that of local Walmarts in the Pittsburgh, PA CBSA. Monroeville shoppers were also more likely to visit Walmart than shoppers at other malls, suggesting a natural overlap between the two visitor bases.
At the same time, Monroeville Mall offers Walmart access to new audience segments. In 2024, Monroeville Mall’s captured market showed significantly higher proportions of “Singles and Starters” and “Suburban Style” visitors (the latter encompassing middle-aged, suburban families with upscale incomes). Meanwhile, its share of the older “Autumn Years” segment – though still high – was smaller than that of Walmart’s base, highlighting the opportunity to engage a wider range of demographics.
Walmart has yet to announce specific plans for its new acquisition – though some have speculated that its partnership with Cypress Equities to “reimagine” the space signals a mix of retail, entertainment, and other amenities. Location analytics hint at several potential directions Walmart might pursue.
As consumers have changed their shopping habits, many malls have doubled down on experiential offerings – including on-site gyms, which deliver regular, repeat visits. And location analytics show that adding a fitness club to the Monroeville property may be especially beneficial for Walmart. Over the past year, Monroeville visitors were more likely to visit leading gym chains like Planet Fitness, Anytime Fitness, and LA Fitness compared to the average mall-goer nationwide.
And examining some of Monroeville Mall’s successful tenants highlights additional potential strategies for Walmart. Malls have faced considerable headwinds in recent years, and the downturn appears to have impacted the Monroeville Mall as well, with overall foot traffic dipping somewhat year over year (YoY) in 2024. But some tenants – including Barnes & Noble and Harbor Freight Tools – saw YoY visit upticks.
Visits to entertainment-focused offerings also increased, with the complex’s Full Throttle Adrenaline Park logging a 6.1% YoY foot traffic boost. And taking a broader look at the consumer habits of Monroeville visitors reveals an affinity for eatertainment: In 2024, 14.3% of Monroeville Mall-goers frequented a Dave & Busters, compared to just 7.4% for indoor mall visitors nationwide.
While Walmart’s ultimate intentions for Monroeville Mall remain under wraps, location analytics reveal a world of possibilities. And as retail continues to shift, Monroeville Mall may stand as a powerful case study of how a traditional big-box brand can successfully bridge into the mall space, capturing new audiences and invigorating a retail property ready for reinvention.
For more data-driven retail insights, visit Placer.ai.
In February 2024, Gap Inc. hired Zac Posen as Creative Director, tasking the designer with revitalizing the companies’ portfolio of brands. A year later, we analyzed the data to understand where the company stands today and uncover untapped opportunities for growth.
In 2024, visits to most Gap brands declined slightly compared to 2023, with the company’s four banners collectively experiencing a year-over-year (YoY) traffic dip of 3.5%.
Athleta outperformed the other three brands as well as the overall apparel (excluding off-price and department stores) average, with yearly visits up 0.2% and positive quarterly traffic growth for two of the four quarters. Old Navy came in second, starting the year strong with a 4.2% YoY increase in Q1 visits and ending 2024 with Q4 visits down just 2.4% – outperforming the industry’s YoY dip of 3.3%. And though Gap did lag slightly behind the overall apparel average, the brand managed to stay relatively close to its 2023 visit levels, indicating that its performance is stabilizing.
Meanwhile, Banana Republic experienced the sharpest visit declines with 2024 traffic down 9.6% YoY – indicating that the brand continues to face significant challenges.
Banana Republic’s 2024 performance continues a multi-year trend of declining traffic, despite the brand’s relatively affluent consumer base – an audience that, in theory, should have positioned the brand to weather the current inflationary environment more effectively.
But the brand may be positioning itself for a comeback. Last year, Banana Republic underwent a leadership change, with Gap Inc. CEO Richard Dixon stating that “2024 will be about getting back to the basics.” The brand has been redesigning select stores and leaning into influencer marketing with the goal of “reestablishing the brand to thrive in the premium lifestyle space.”
And as return to office mandates continue to roll in – reinvigorating the long dormant demand for business casual and office wear – the chain is well positioned for a comeback.
Location intelligence analysis also reveals an additional growth opportunity. Banana Republic is the only Gap banner without a dedicated sportswear line. Athleta specializes in athletic wear, Gap offers GapFit, and Old Navy’s activewear line has been a core component of the banner’s success in recent years.
But the data indicates that Banana Republic shoppers are just as active as visitors of the other Gap banners – in fact, cross-visit data suggests that those who shop at Banana Republic frequent fitness chains at similar rates as Athleta customers.
Analyzing cross-visitation to leading sporting goods retailers also indicates high demand for sportswear among Banana Republic shoppers: Consumers who visit Banana Republic visit Dick’s Sporting Goods and Academy Sports + Outdoors at higher rates than Gap Shoppers, and visit lululemon and REI at higher rates than both Gap and Old Navy visitors. This data strongly suggests that Banana Republic customers would likely embrace an expanded product mix that includes premium athleisure and sportswear.
While Gap Inc. already offers premium women’s activewear through its Athleta brand, none of Gap Inc.’s existing brands cater to the growing demand for premium men’s athletic wear. Expanding Banana Republic’s offerings to include a high-end athleisure line – with a specific focus on menswear – could help the brand carve out a niche in this fast-growing segment while leveraging its existing customer base’s interest in performance apparel.
Beyond product expansion, this move could align with Banana Republic’s broader repositioning efforts, reinforcing its identity as a premium lifestyle brand that caters to both professional and active lifestyles. Given the increasing overlap between workwear and athleisure, a thoughtfully designed sportswear line could also strengthen Banana Republic’s appeal to younger, fashion-conscious consumers who seek versatility in their wardrobes.
As Gap Inc. navigates its next phase under Zac Posen’s creative leadership, identifying and leveraging untapped opportunities—such as Banana Republic’s athleisure potential—will be critical for reinvigorating the company’s portfolio. By strategically diversifying its offerings, Gap Inc. can not only address shifting consumer preferences but also carve out a more competitive position in an evolving retail landscape.
For more data-driven retail insights, visit placer.ai/blog.
Department stores continue to adapt to evolving consumer preferences and an ever-changing retail landscape. We looked at the latest location analytics for traditional and luxury department stores to uncover how they are finding success in today’s dynamic apparel space.
Consumers’ prioritization of value has significantly impacted the apparel space in recent years.
Fueled by tepid consumer confidence and rampant inflation, demand for off-price has soared, putting pressure on department stores and traditional apparel retailers. As a result, off-price’s share of total visits to the apparel space steadily increased between 2021 (36.4%) and 2024 (41.5%), while the visit shares of our traditional department stores and other apparel segments declined.
But luxury department stores, which serve a higher-income clientele, appear to have remained relatively insulated from the rise in budget-conscious shopping, as the relative share of visits to this segment held steady over the past four years.
Diving into cross-visitation trends also reveals the impact of a growing off-price segment on the department store space.
Between 2021 and 2024, the share of both Nordstrom’s and Dillard’s visitors that also visited one of the leading off-price chains increased – suggesting that shoppers at both traditional and premium department stores feel the draw of off-price apparel. (Still, the shares of Dillard’s visitors that also visited one of the off-price chains was generally larger than that of Nordstrom’s, suggesting that visitors to the more upscale department store were less inclined to also visit an off-price store.)
And it seems that leading department stores are already trying to meet the growing demand for discounts within their consumer base. Dillard’s emphasis on private-label merchandise helps keep products affordable without compromising quality. Meanwhile, Nordstrom continues to expand its off-price format – Nordstrom Rack – to capitalize on demand for value in the apparel space.
Still, value-seeking behavior on the part of the consumer doesn’t always mean prioritization of discounts, and one way that several department stores are adding value – and finding success – is by investing in the shopping experience.
Bloomingdale’s emphasized experiential events and exclusive product launches to engage consumers last year, including several pop-culture-inspired collections. The department store’s visits increased 1.5% YoY in 2024, perhaps reflecting the demand for Bloomingdale’s immersive and culturally relevant environment.
Meanwhile, Nordstrom’s digital strategy demonstrated how a seamless omnichannel platform can elevate the shopping experience. The brand’s new app uses generative AI to make personalized style recommendations and allows users to check merchandise availability or make a stylist appointment at their local store. The app’s pre-holiday release may have contributed to Nordstrom’s resounding success in 2024, including a 2.2% visit increase compared to 2023.
And the investments in in-store experiences yielding visit dividends are not limited to premium chains. Dillard's, often considered a mid-range brand, has expert stylists ready to assist, and carefully manages inventory so stores are well-stocked but clutter-free, cultivating a classy retail environment. Dillard’s saw 2.3% YoY visit growth in 2024, indicating that its in-store experience is highly valued by shoppers.
Department stores are uniquely positioned to thrive in the current apparel retail landscape. Faced with demand for lower price points, department stores can harness the opportunity with affordable private-label merchandise or off-price formats. And while value-seeking is on the rise, retailers that provide an elevated shopping experience add a different kind of value to their brand.
For more data-driven retail insights, visit Placer.ai.
Stadiums and arenas – and the communities they call home – have a stake in cultivating engaged team fanbases eager to participate in live events. And venues and teams can employ a variety of strategies to strengthen their connection with fans and draw crowds to the stands.
In this report, we leverage location analytics and audience segmentation to uncover some of the ways that sports franchises and venues are driving engagement – attracting visitors from farther away and appealing to fans more likely to splurge on stadium fare. How does the signing of a star athlete impact arena visitor profiles? What happens to stadium visitation trends when a team’s performance improves dramatically? And how can teams and venues tailor their offerings to more effectively cater to visitor preferences?
We dove into the data to find out.
In sports, the signing of a star athlete can have a ripple effect across the organization, hometown, and league. In addition to driving up overall attendance at games, star power can impact everything from visit frequency to audience profile – and the buying power of stadium attendees.
Lionel Messi’s move to Inter Miami CF after decades of European play brought a foot traffic boost to Chase Stadium (formerly DRV PNK Stadium). But it also shifted the demographics of stadium visitors and increased the distance they traveled to attend a game.
At Inter Miami’s 2022 and 2023 home openers without Messi (he joined the team mid-season in 2023), only 6.4% and 5.3% of visitors to Chase Stadium came from over 250 miles away. But for the 2024 home opener with Messi on the squad, 31.3% of stadium visitors traveled more than 250 miles to attend.
The demographics of visitors at the home opener also changed with Messi on the team. Trade area data combined with the Spatial.ai: PersonaLive dataset reveals that the 2024 home opener received a smaller share of households in the “Near-Urban Diverse Families” (11.2%) and “Young Urban Singles” (7.2%) segments than the two previous years. Meanwhile, shares of “Sunset Boomers” (13.0%) and “Ultra Wealthy Families” (20.1%) increased, indicating that Messi brought an older and more affluent demographic of visitors to the stadium compared to previous years. Messi’s arrival has generated increased revenue for Inter Miami CF, Major League Soccer, and Apple TV+, which has exclusive streaming rights for MLS games. And an influx of affluent out-of-town visitors also has the potential to drive positive outcomes for tourism and employment in the Miami area.
Caitlin Clark’s WNBA debut was another star-powered game changer – this time for women’s basketball. After dazzling the sports world during her college basketball career, Caitlin Clark was drafted first overall to the Indiana Fever before the 2024 WNBA season. The superstar’s arrival has had a staggering economic impact on the city of Indianapolis and the Fever franchise, highlighting the benefit of a top athlete within the local community. However, Clark’s stardom also had a far-reaching impact on the league as a whole, adding tremendous value to the WNBA. Trade area analysis reveals that several WNBA arenas saw an uptick in visitor affluence when hosting the Fever with Clark in the lineup – likely driven in part by the elevated ticket prices associated with her appearances.
When the Minnesota Lynx hosted the Fever on July 14th, 2024, for example, the median HHI of Target Center’s captured market shot up to just over $93K/year, well above the median HHIs for the games immediately before and after that event. (A venue’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the venue’s visitor base.) Similarly, the Fever’s away game against the Connecticut Sun on May 14th, 2024 at Mohegan Sun Arena drove a higher audience median HHI ($103.6K/year) than either of the Sun’s next two home games.
Having a superstar on the roster can drive positive outcomes locally and league-wide – but overall team success is the ultimate goal for any franchise. So it may come as no surprise that stadiums and arenas can drive engagement when their home teams perform well on the field or court. And teams that reverse their fortunes often spark even greater excitement, boosting visitor loyalty, visit duration, and other key metrics.
The Baltimore Orioles had one of the worst records in baseball just a few years ago. But since 2022, the team has flipped the script – stringing together winning seasons and postseason berths. And location intelligence shows that as the team finds success, fans are becoming more engaged with their hometown stadium.
During the 2019 regular season, one of the worst for the club in recent history, stadium attendance suffered, with only 8.3% of visitors to Oriole Park at Camden Yards visiting the stadium at least three times. But during the 2024 regular season, Oriole Park’s share of repeat visitors (those who visited at least three times) was almost double 2019 levels (16.3%) – consistent with a sharp increase in sales of multi-game ticket packages.
In addition to attending games more often, visitors to Oriole Park also appear to be spending more time at the ballpark. During the 2019 regular season, visitors spent an average of 150 minutes at the stadium, but in 2024, the average time at the park increased to 178 minutes – potentially boosting ancillary spending and in-stadium advertising exposure. The increased dwell time of visitors is particularly noteworthy when considering that MLB’s rule changes have significantly shortened average game time.
The more engaged fandom engendered by team success not only impacts stadium visitor behavior, but also has the potential to drive revenue. The Orioles added 20 new corporate sponsors before the 2024 season, likely due to the attention garnered by the well-performing club.
The NFL’s Detroit Lions provide another example of team success that has driven visitor engagement. As the franchise has improved its record in recent years, the trade area size of its stadium – Ford Field – has also increased, indicating elevated attendance from fans living further away.
The Lions finished the regular season with losing records from 2019 to 2021, but finished over .500 in 2022 (9-8), 2023 (12-5), and 2024 (15-2). And with the team’s increasing wins each consecutive season, the size of its stadium's trade area has also increased steadily – reaching 81.3% above 2019 levels in 2024.
This underscores just how much team success matters to fans, who may be more inclined to travel longer distances if they believe their team is likely to win. Ultimately, broader fan engagement across a wider trade area also increases a team’s growth potential beyond in-stadium attendance – driving merchandise sales, increasing viewership, and benefitting both the team and the league as a whole.
While stadium attendance and visitor behavior is often correlated to the performance of the sports teams that play in the arena, sporting venues can also drive fan engagement in ways that aren’t solely tied to team success or big-name athletes. By adapting their concessions and venue operations to visitor preferences, stadiums and arenas can better serve their audiences and strengthen their community presence.
Consumers have been feeling the pinch of rising food costs for quite some time, but at least one NBA team has responded to make concessions at the game more affordable for fans. In December 2024, the Phoenix Suns announced a $2 value menu for all home games at Footprint Center – delivering steep discounts on hot dogs, water, soda, and snacks.
Location analytics suggest that since the value menu launch, more fans who would have otherwise waited until after leaving the venue to grab a bite are now enjoying food and drinks inside the arena. Analysis of five Suns home games just before the value menu launch – between November 26th and December 15th, 2024 – reveals that between 7.0% and 9.3% of stadium visitors visited a dining establishment after leaving the arena. But following the value menu launch before the December 19th, 2024 home game, post-game dining decreased to under 6.0% through the end of the year.
Suns owner Mat Ishbia’s announcement of the new menu called out the need for affordable food options for families at Suns games. As the season progresses, the new menu may drive a larger share of family households to Suns games, which could provide opportunities for advertisers and other stadium partners.
Consumers in Washington – and especially Seattle – are known for their affinity for plant-based diets and environmentally-friendly lifestyles. And that goes for local football fans as well: Audience segmentation provided by the AGS: Behavior & Attitudes dataset combined with trade area data reveals that during September to December 2024, households within Lumen Field’s potential visitor base were 36% more likely to be “Environmentally Conscious Buyers” and “Environmental Contributors” and 39% more likely to be “Vegans” compared to the nationwide average. By contrast, across all NFL stadiums, potential visiting households were 2%, 1%, and 3% less likely, respectively, to belong to these segments.
And Lumen Field has been actively catering to these consumer preferences. The stadium, which has been experimenting with plant-based culinary options for quite some time, was recently recognized as one of the most vegan-friendly stadiums in the NFL. And in December 2024, Lumen became the second stadium in the league to achieve TRUE precertification for its efforts to become a zero-waste venue.
By remaining aligned with its visitor base – including both football fans and people that visit the stadium for other events – Lumen Field encourages visitors to feel at home at their local stadium. And fans may be more connected to their team knowing the club shares their values and respects their lifestyle.
Stadiums and arenas can leverage a variety of strategies to engage visitors in attendance as well as wider audiences. Signing a star athlete, putting together a winning club, or adapting to local preferences are just some of the ways that sports franchises and athletic venues can find success.
Starbucks. Amazon. Barclays. AT&T. UPS. These are just some of the major corporations that have made waves in recent months with return-to-office (RTO) mandates requiring employees to show up in person more often – some of them five days a week.
But how are crackdowns like these taking shape on the ground? Is the office recovery still underway, or has it run its course? And how are evolving in-office work patterns impacting commuting hubs and dining trends? This white paper dives into the data to assess the state of office recovery in 2024 – and to explore what lies ahead for the sector in 2025.
In 2024, office foot traffic continued its slow upward climb, with visits to the Placer.ai Office Index down just 34.3% compared to 2019. (In other words, visits to the Placer.ai Office Index were 65.7% of their pre-COVID levels). And zooming in on year-over-year (YoY) trends reveals that office visits grew by 10.0% in 2024 compared to 2023 – showing that employee (and manager) pushback notwithstanding, the RTO is still very much taking place.
Indeed, diving into quarterly office visit fluctuations since Q4 2019 shows that office visits have been on a slow, steady upward trajectory since Q2 2020, following – at least since 2022 – a fairly consistent seasonal pattern. In Q1, Q2, and Q3 of each year, office visit levels increased steadily before dipping in holiday-heavy Q4 – only to recover to an even higher start-of-year baseline in the following Q1.
Between Q1 and Q3 2022, for example, the post pandemic office visit gap (compared to a Q4 2019 baseline) narrowed from 63.1% to 47.5%. It then widened temporarily in Q4 before reaching a new low – 41.4% – in Q1 2023. The same pattern repeated itself in both 2023 and 2024. So even though Q4 2024 saw a predictable visit decline, the first quarter of Q1 2025 may well set a new RTO record – especially given the slew of strict RTO mandates set to take effect in Q1 at companies like AT&T and Amazon.
Despite the ongoing recovery, the TGIF work week – which sees remote-capable employees concentrating office visits midweek and working remotely on Fridays – remains more firmly entrenched than ever.
In 2024, just 12.3% of office visits took place on Fridays – less than in 2022 (13.3%) and on par with 2023 (12.4%). Though Fridays were always popular vacation days – after all, why not take a long weekend if you can – this shift represents a significant departure from the pre-COVID norm, which saw Fridays accounting for 17.3% of weekday office visits.
Unsurprisingly, Tuesdays and Wednesdays remained the busiest in-office days of the week, followed by Thursdays. And Mondays saw a slight resurgence in visit share – up to 17.9% from 16.9% in 2023 – suggesting that as the RTO progresses, Manic Mondays are once again on the agenda.
Indeed, a closer look at year-over-five-year (Yo5Y) visit trends throughout the work week shows that on Tuesdays and Wednesdays, 2024 office foot traffic was down just 24.3% and 26.9%, respectively, compared to 2019 levels. The Thursday visit gap registered at 30.3%, while the Monday gap came in at 40.5%.
But on Fridays, offices were less than half as busy as they were in 2019 – with foot traffic down a substantial 53.2% compared to 2019.
Before COVID, long commutes on crowded subways, trains, and buses were a mainstay of the nine-to-five grind. But the rise of remote and hybrid work put a dent in rush hour traffic – leading to a substantial slowdown in the utilization of public transportation. As the office recovery continues to pick up steam, examining foot traffic patterns at major ground transportation commuting hubs, such as Penn Station in New York or Union Station in Washington, D.C., offers additional insight into the state of RTO.
Rush hour, for one thing – especially in the mornings – isn’t quite what it used to be. In 2024, overall visits to ground transportation hubs were down 25.0% compared to 2019. But during morning rush hour – weekdays between 6:00 AM and 9:00 AM – visits were down between 44.6% and 53.0%, with Fridays (53.0%) and Mondays (49.7%) seeing the steepest drops. Even as people return to the office, it seems, many may be coming in later – leaning into their biological clocks and getting more sleep. And with today’s office-goers less likely to be suburban commuters than in the past (see below), hubs like Penn Station aren’t as bustling first thing in the morning as they were pre-pandemic.
Evening rush hour, meanwhile, has been quicker to bounce back, with 2024 visit gaps ranging from 36.4% on Fridays to 30.0% on Tuesdays and Wednesdays. Office-goers likely form a smaller part of the late afternoon and evening rush hour crowd, which may include more travelers heading to a variety of places. And commuters going to work later in the day – including “coffee badgers” – may still be apt to head home between four and seven.
The drop in early-morning public transportation traffic may also be due to a shift in the geographical distribution of would-be commuters. Data from Placer.ai’s RTO dashboard shows that visits originating from areas closer to office locations have recovered faster than visits from farther away – indicating that people living closer to work are more likely to be back at their desks.
And analyzing the captured markets of major ground transportation hubs shows that the share of households from “Principal Urban Centers” (the most densely populated neighborhoods of the largest cities) rose substantially over the past five years. At the same time, the share of households from the “Suburban Periphery” dropped from 39.1% in 2019 to 32.7% in 2024. (A location’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the location’s visitor base.)
This shift in the profile of public transportation consumers may explain the relatively slow recovery of morning transportation visits: City dwellers , who seem to be coming into the office more frequently than suburbanites, may not need to get as early a start to make it in on time.
While the RTO debate is often framed around employer and worker interests, what happens in the office doesn’t stay in the office. Office attendance levels leave their mark on everything from local real estate markets to nationwide relocation patterns. And industries from apparel to dining have undergone significant shifts in the face of evolving work routines.
Within the dining space, for example, fast-casual chains have always been workplace favorites. Offering quick, healthy, and inexpensive lunch options, these restaurants appeal to busy office workers seeking to fuel up during a long day at their desks.
Traditionally, the category has drawn a significant share of its traffic from workplaces. And after dropping during COVID, the share of visits to leading fast-casual brands coming from workplaces is once again on the rise.
In 2019, for example, 17.3% of visits to Chipotle came directly from workplaces, a share that fell to just 11.6% in 2022. But each year since, the share has increased – reaching 16.0% in 2024. Similar patterns have emerged at other segment leaders, including Jersey Mike’s Subs, Panda Express, and Five Guys. So as people increasingly go back to the office, they are also returning to their favorite lunch spots.
For many Americans, coffee is an integral part of the working day. So it may come as no surprise that shifting work routines are also reflected in visit patterns at leading coffee chains.
In 2019, 27.5% of visits to Dunkin’ and 20.1% of visits to Starbucks were immediately followed by a workplace visit, as many employees grabbed a cup of Joe on the way to work or popped out of the office for a midday coffee break. In the wake of COVID, this share dropped for both coffee leaders. But since 2022, it has been steadily rebounding – another sign of how the RTO is shaping consumer behavior beyond the office.
Five years after the pandemic upended work routines and supercharged the soft pants revolution, the office recovery story is still being written. Workplace attendance is still on the rise, and restaurants and coffee chains are in the process of reclaiming their roles as office mainstays. Still, office visit data and foot traffic patterns at commuting hubs show that the TGIF work week is holding firm – and that people aren’t coming in as early or from as far away as they used to. As new office mandates take effect in 2025, the office recovery and its ripple effects will remain a story to watch.
