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Retailers nationwide are entering a holiday season defined by tight budgets. Still, demand persists, and consumers are juggling inflation fatigue with a willingness to splurge selectively. Department stores – historically strong holiday performers – are navigating uneven results, with some brands showing surprising strength, while others face continued headwinds.
Department store visits in Q3 2025 remained mostly below last year’s level, although performance varied by brand – Bloomingdale’s (5.4%), Nordstrom (2.0%) and Dillard’s (0.3%) posting YoY visit growth while other major department store chains saw visit declines.
While Q3 2025 saw broad visit declines, October offered meaningful room for optimism ahead of what is sure to be a closely-watched holiday shopping season.
Visits improved across the board, with all but three analyzed chains experiencing YoY visit growth. While successful early holiday promotions likely played a role, much of the momentum reflects retailers’ refreshed campaigns and in-store strategies – a sign that their efforts to reenergize foot traffic are paying off.
Bloomingdale’s has leaned into its luxury positioning with high-impact experiential campaigns like its “Just Imagine” activation and new personalization initiatives, while Nordstrom has strengthened its omnichannel experience while tapping into AI-powered capabilities to predict demand. And both brands effectively balance an appeal to affluent customer segments less acutely affected by inflation with the broad reach necessary to support frequent visitation.
Despite recent challenges, mid-tier department stores are the ones that shine most during the holidays – and as the holiday season approaches, last year’s trends offer insight into what to expect in 2025.
In 2024, JCPenney and Belk posted the largest visit spikes during key holiday shopping days. Black Friday gains were especially pronounced, though Super Saturday also delivered substantial lifts. Macy’s visit boosts came in third – likely reflecting its enduring holiday association, from flagship displays and Santa tours to national promotions that keep the brand top-of-mind.
These peaks highlight just how important the holiday season is for mid-tier department stores, while also revealing opportunities for the rest of the year: Targeted promotions, limited-time offers, and event-driven campaigns can still draw major in-store surges, even outside traditional holiday periods. And should typical trends hold, 2025’s fast-approaching holiday season will provide a welcome boost across the board for all brands.
While October’s momentum offers room for optimism, the broader foot traffic declines seen in Q3 underscore the challenges department stores face amid a bifurcated retail landscape increasingly split between luxury and off-price competitors. Still, holiday season success remains within reach – particularly for brands like Bloomingdale’s and Nordstrom willing to rework existing strategies and adapt to reach ever more discerning shoppers.
For the latest data-driven department store trends, 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.
Thanksgiving may be this month’s biggest Thursday milestone – but for coffee lovers, Thursdays in November are also about Starbucks’ Red Cup Day, when eager fans line up to snag a limited-edition reusable cup, free with any handcrafted holiday beverage.
How did this year’s Red Cup Day stack up? Did the recent Bearista frenzy steal some of the spotlight, or did the two events build on one another to create an even bigger buzz?
On November 13th, 2025, visits to Starbucks surged 44.5% above the year-to-date daily average, reaching an even higher traffic peak than that seen on the day of the Bearista launch. Though November 6th was reportedly Starbucks’ biggest sales day ever in North America, according to CEO Brian Niccol, Red Cup Day drove even higher U.S. visit volumes, as customers turned out in droves to participate in the holiday tradition.
Niccol also noted that November 13th, 2025 marked the strongest Red Cup Day in company history – a claim supported by the data. Foot traffic during the event surged 8.2% higher than in 2023 and 3.1% higher than in 2024.
These results suggest that far from cannibalizing Red Cup Day, the Bearista Cup’s release just days earlier amplified the excitement, creating a sustained wave of engagement across Starbucks’ holiday calendar.
The strong response to these discretionary, purchase-based promotions also shows that when done right, exclusivity, excitement, and brand magic can still bring in the crowds – even in an economic climate marked by uncertainty and waning consumer confidence.
In addition to visit volumes, in-store behavior also shifts on major launch days. Unsurprisingly, longer lines lead to longer dwell times, as customers who might normally be in and out quickly wait patiently for their turn. On both November 6th and November 13th, the share of Starbucks visitors staying between 10 and 30 minutes increased substantially compared to an average Thursday, while the share staying under ten minutes declined.
Interestingly, though, the share of visitors who lingered even longer (30+ minutes) to work, study, or relax dropped slightly on the big days – likely because the festive crowds deterred those looking for a quieter place to settle in.
With the holiday season just getting underway, Starbucks still has plenty of tricks up its sleeve – including the return of its beloved Eggnog and Chestnut Praline Lattes, along with a new wave of festive merchandise launching on December 2nd. Will the coffee leader be able to sustain its winning streak through the end of the year?
Follow Placer.ai/anchor to find out.
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 slow start to 2025, both Gap and Urban Outfitters are seeing visits pick up again ahead of the holidays. Traffic gains in Q3 signal improving consumer appetite, positioning both brands for a stronger finish to the year.
Visits to Gap showed a sluggish start in Q1 2025, with traffic down 2.7% year-over-year, likely influenced by a tough February (a leap day and inclement weather keeping shoppers at home). But momentum turned in Q2 (1.4%) and Q3 (also 1.4%), indicating that the retailer is regaining traction heading into the holiday season.
Monthly traffic trends reinforce that this improvement was driven by improved visit trends in most months, with August seeing the strongest visit growth of 5.1%. September visits took a slight downturn before climbing to a respectable 4.8% in October, likely the result of new campaigns and improved merchandising.
Gap has spent the past few years focusing on a turnaround strategy that saw the apparel brand reintroduce classic styles, bring in new creative directors, and collaborate with brands like Dôen and celebrities such as Katseye and Tyla. And these efforts seem to be paying off, both in terms of elevated foot traffic and in Gap’s earnings: net sales increased 5% in the first quarter (ending on May 31, 2025) and 1% in Q2 2025.
Gen-Z focused Urban Outfitters experienced a similar recovery arc. Visits to the chain were down in both Q1 and Q2 2025, but rebounded in Q3, with foot traffic elevated by 2.4% YoY. and diving into the monthly visits highlights that, for the most part, visit declines were modest, with a marked pickup from August onward, ending October with a 5.8% increase in foot traffic. This foot traffic pull-up also aligned with Urban Outfitter’s robust financials, with Q2 net sales up 4.2%.
This increase in visits aligns closely with back-to-school shopping, and Urban Outfitters’ focus on college-age consumers likely helped reenergize in-store activity after a softer first half.
Diving into the demographic data for both brands provides additional context for recent foot traffic trends. Gap’s captured audience earns well above the nationwide median – $99.0 versus $79.6 – while its potential market skews lower, at $84.1K. This indicates that Gap's recent gains are being driven primarily by higher-income households, who may be more insulated from inflation fatigue and attracted to the brand’s premium collaborations. It also highlights an opportunity for Gap to broaden its appeal among mid-income shoppers who remain part of its potential audience.
Urban Outfitters, by contrast, saw a captured median HHI that trailed its potential market ($89.9 compared to $92.0), perhaps owing to its popularity among “Young Professionals” – a segment which is overrepresented in its captured market. The strength in this segment also may help contextualize the Q3 lift, given that the Young Professional category includes college students – a cohort that Urban Outfitters is particularly invested in, both through its product mix and its experiential initiatives.
Looking forward, Gap and Urban Outfitters seem primed to succeed this holiday season. For Gap, a combination of successful renewal efforts, increasing foot traffic, and a wealthier customer base position it to continue driving visits. For Urban Outfitters, continued focus on core engagement and higher-value customer acquisition will determine how strongly it closes out 2025.
For more data-driven retail insights follow 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.
As the retail calendar approaches its most pivotal stretch, we took a closer look at foot traffic trends across superstores and warehouse clubs to see how these key players are performing.
Warehouse clubs – Costco, Sam’s Club, and BJ’s Wholesale – continued to post visit gains in recent months, extending the momentum that has defined the segment for much of the past year. Their consistent performance reinforces the appeal of the wholesale model among value-driven shoppers navigating inflationary pressures and tighter budgets.
However, within the broader mass merchandise sector, October marked a clear turning point. Walmart saw its strongest year-over-year (YoY) visit gains of the last six months, while Target’s traffic shifted from negative to positive growth for the first time during the same period. The October surge coincided with the superstores' early early holiday sales events, signaling that the early holiday season has evolved into a pivotal retail moment.
Costco led foot traffic growth among mass merchants in September and October 2025. And some of that momentum may stem from the chain’s new early opening hours for Executive Members, which appears to have eased peak-hour congestion and enhanced the overall shopping experience.
As a reminder, Costco Executive Members pay almost twice as much as standard Gold Star members and account for over 74% of the chain’s sales, so it makes sense that Costco would look to add value and additional perks to its premium memberships.
But since extending its hours to open an hour early for Executive Members, Costco has likely enhanced the overall shopping experience for all visitors.
The graph below shows that between July and October 2025, after the introduction of early openings, the extended morning hours reduced Costco’s traffic at peak times compared to 2024, spreading visits more evenly throughout the day – which means less crowding for everyone.
Earlier openings also affect how Costco shoppers shop. Since the new hours took effect, the share of Costco visits lasting 30 to 45 minutes has increased, while the share of 45- to 60-minute visits has declined. This shift suggests that with lighter crowds and easier navigation, Costco shoppers are more purposeful and efficient.
Meanwhile, the share of Costco visits lasting less than 30 minutes also fell during the July to October period, suggesting that in a more streamlined environment, some shoppers feel comfortable taking extra time to browse – and perhaps add a few more items to their baskets – rather than rushing through a crowded store.
As the main holiday season approaches and consumer sentiment reaches new lows, value-forward warehouse clubs appear to remain in a strong position. Meanwhile, superstores’ success with early sales events demonstrates that shoppers remain highly responsive to promotions, an encouraging sign heading into the peak shopping period.
By offering early access to Executive Members, Costco is both recognizing its most valuable shoppers and alleviating crowding for everyone during typical rush periods – a move that could give the retailer an edge during the busy holiday season.
How will these retailers close out the holiday season? Visit Placer.ai/anchor to find out.
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 home improvement sector continues to face challenges in 2025, and category leaders Lowe’s and The Home Depot continue to navigate shifting demand. Yet signs of resilience are beginning to emerge as both brands report strength across key mid-range categories and identify opportunities to drive the next phase of growth.
We dove into the data for The Home Depot and Lowe’s to find out what location analytics reveals about their performance and evolving strategy.
In their recent Q2 2025 reportings, both Lowe’s and The Home Depot underscored an important dynamic – while comparable sales and average ticket size increased, comparable transactions declined. Both retailers attributed this pattern to a shift in the mix of projects. Although the quarter saw notable strength in seasonal items, repair and maintenance supplies, and some bigger-ticket items, consumers continued to defer large discretionary renovation projects that typically require financing. This aligns with both retailer’s modest YoY traffic declines during most months since November 2024, since larger projects tend to require more store visits than smaller upgrades or repair projects.
Yet, both companies remain cautiously optimistic. Since July 2025, YoY visits to The Home Depot and Lowe’s have remained near, and in some cases exceeded, 2024 levels – which should bode well for the companies’ upcoming reportings. The nation’s housing stock is older than ever and underlying demand for new construction remains strong. Meanwhile, many homeowners have deferred larger discretionary renovations in recent years, creating a buildup of latent demand. Once economic conditions improve and financing becomes more accessible, that pipeline of major projects is poised to reopen, driving a new wave of growth for the home improvement sector.
Another source of future home improvement demand may come from Gen Z, a cohort that is quickly growing within the renter and homeowner populations. As this generation enters new life stages – moving into first apartments, buying starter homes, and taking on their own improvement projects – its influence on the category will expand.
Both Lowe’s and The Home Depot are already positioning for this shift. Each recently launched creator programs designed to highlight how their brands can empower the next generation of DIYers and design enthusiasts, while tapping into the reach and authenticity of influencers’ online communities.
As shown in the chart below, both the Home Depot and Lowe’s currently see smaller shares of visits from the Spatial.ai: PersonaLive segments “Adulting” and “College” within their captured markets, compared to national benchmarks. This suggests a significant opportunity for both retailers to capture untapped demand from younger consumers living independently. If the brands’ creator initiatives succeed in driving greater engagement with Gen Z, their shares of these segments could grow in the years ahead.
The home improvement sector remains in transition in 2025, as Lowe’s and The Home Depot adapt to shifting consumer priorities. Still, both retailers are finding bright spots – from solid performance in mid-range categories to fresh opportunities that could drive the next phase of growth.
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.
Off-price apparel chains are entering the holidays from a position of strength. In a year defined by elevated prices and economic uncertainty, many consumers are trading down to value-driven retailers, and treasure-hunt favorites like TJX, Burlington, and Ross Dress for Less are reaping the rewards.
Between July and October 2025, TJX’s HomeGoods division (HomeGoods + Homesense) saw year-over-year visit growth ranging from 5.6% to 14.3%, while Marmaxx (T.J. Maxx + Marshalls + Sierra) climbed 6.3% to 10.8%. These strong traffic gains align with TJX’s most recent quarterly report, where comparable sales rose and transaction volumes increased across every division.
Burlington also maintained its upward trajectory following a strong Q2 FY25 earnings beat that included 5% comp sales growth. And Ross, which reported a 2% comp sales increase last quarter, saw visits trend strongly upward through late summer and early fall – a welcome sign following its withdrawal of full-year guidance earlier this year amid tariff uncertainty.
Visitation trends from last year’s holiday season show just how important this period is for off-price retailers – while Black Friday doesn't tend to bring the massive visit spikes seen at other apparel chains, the holidays are still a significant time for the segment.
In December 2024, visits to Burlington surged 62.5% above the chain’s full-year monthly average, while T.J. Maxx and Marshalls saw increases of 54.0% and 53.4%, respectively. Ross posted a more modest 38.3% increase, but still outperformed the broader non-off-price apparel segment. Meanwhile, HomeGoods and Homesense also exceeded the wider home-furnishings category’s December benchmarks.
This outperformance likely stems in part from off-price retailers’ limited e-commerce presence – with Burlington and Ross operating entirely offline and TJX maintaining only a small digital footprint across select banners. But it also reflects the ongoing strength of a category that gives shoppers a low-cost, high-delight way to browse and indulge during the holiday season.
All signs point to a standout season for off-price giants like TJX, Burlington, and Ross – but just how high can their holiday cheer climb this year?
Follow Placer.ai/anchor to find out.
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.
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.
