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