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Stanford Stadium has hosted numerous major sporting events over the years – from Super Bowl XIX to soccer matches at the 1984 Summer Olympics, and both the 1994 Men’s and 1999 Women’s World Cup. But on May 31st and June 1st, 2025, Coldplay played the first live music event ever held at the venue – part of the band’s “Music of the Spheres” tour – and what a debut it was.
We examined the data to see how attendance spiked during this landmark concert and how the audience compared to the stadium’s usual visitor base.
During the week of May 26th, 2025, when Coldplay took the stage, visits to Stanford Stadium surged by an astonishing 1425.9% compared to the venue’s weekly average since June 2024. Other recent major events – including Stanford commencement (June 16th, 2024), the big Earthquakes vs. Galaxy MLS match (June 29th, 2024), and the Stanford Cardinal’s own home opener against TCU on August 30th, 2024 – all drew much smaller crowds than the Coldplay concert.
Concertgoers came from far and wide to see Coldplay in action. Plenty of locals attended, including 15.1% who came from less than five miles away. But nearly one-fifth of visitors journeyed more than 100 miles to enjoy the music – a testament to the band’s strong draw.
To understand how the Coldplay concert impacted Stanford Stadium’s visitor profile, we compared the psychographics of Stanford Stadium’s captured market during the 2024 football season (August 24th to December 1st, 2024) to those during the Coldplay concert.
Across both analyzed periods, Stanford Stadium attracted higher-than-average shares of Spatial.ai: PersonaLive’s “Ultra Wealthy Families,” “Educated Urbanites,” and “Young Professionals” segment groups. However, the concert’s audience skewed more toward “Ultra Wealthy Families,” whereas football fans were nearly twice as likely to be “Young Professionals” and slightly more likely to be “Educated Urbanites”. “Near-Urban Diverse Families” and “Wealthy Suburban Families” were underrepresented in the stadium’s market during both periods, though they both constituted a slightly higher share during the Coldplay concert – further underscoring the event’s power to attract different audiences than usual.
As universities navigate the changing nature of college athletics, NIL rights, and shifting revenue streams, using a football stadium as a concert venue is a creative way to utilize the space and bring in some dollars – as well as joy to both students and other visitors. Is this milestone event a precursor to more major cultural happenings at the Bay Area stadium?
For more data-driven live event analyses, follow The Anchor.
Nike has recently pivoted away from its "Consumer Direct Acceleration" strategy in favor of a more multi-channel distribution approach. What does the data say about this shift? We dove into traffic numbers and audience composition metrics to find out.
In 2020, Nike introduced its "Consumer Direct Acceleration" strategy that had aimed to expedite the company's DTC pivot in an effort to regain control of the brand and own the customer relationship directly. But the emphasis on owned channels did not yield the desired results – in fact, the move away from wholesale may have helped smaller sneaker companies take over shelf space and market share from the legacy sportswear brand.
In mid-2023, Nike shifted to a more balanced, multi-channel approach, and by late 2023, Nike was once again selling its products through retail partners such as DSW and Macy's. More recently, in May 2025, Nike announced that it would be resuming direct sales on Amazon – a channel the brand exited in 2019 – in an effort to reach customers where they shop.
Diving into year-over-year monthly traffic numbers for Nike stores nationwide underscores the merits of the recent strategic shift. Visits to Nike stores have been trending negative for eight months straight, validating the recent company-wide pivot back towards a more holistic, multi-channel approach.
Using Spatial.ai PersonaLive data to compare the audience composition in Nike's captured market with the audience composition in some captured markets of some of its largest retail partners further highlights the advantages of Nike's new multi-channel approach.
The data shows that Nike already does a great job of reaching "Ultra Wealthy Families," "Young Professionals," and "Educated Urbanites" through its owned stores – the share of these segments in Nike's trade area is larger than in the trade areas of any of its main partners. But both DSW and DICK's Sporting Goods reach more suburban families than Nike, with a larger share of "Wealthy Suburban Families" and "Upper Suburban Diverse Families" in their trade areas than in Nike's. And Macy's and Foot Locker seem to be better positioned to reach "Near-Urban Diverse Families" and "Young Urban Singles".
The distinct audience composition of each retail partner suggests that a varied wholesale approach is necessary to achieve comprehensive market coverage, allowing Nike to reach a far broader spectrum of consumers than its own stores can capture alone.
Nike's return to a multi-channel approach suggests that achieving comprehensive market coverage requires a balanced strategy, leveraging partners to engage with a broader spectrum of consumers in addition to building out owned DTC channels.
For more data-driven retail insights, visit placer.ai/anchor.
In today’s challenging dining market, restaurants are battling for consumer attention through special deals, limited time offers (LTOs), and pop-culture collaborations. We dove into the data to see how several special recent events at Chipotle, IHOP, and Jack in the Box helped drive visits to these chains.
Earlier this year, Chipotle leaned into the Stanley Cup excitement with an LTO designed especially for hockey fans. On Monday, April 21st, 2025 – just two days after the start of Round 1 playoffs – Chipotle offered one of its classic BOGO (buy one get one free) deals for anyone wearing a hockey jersey who dined at a participating location after 3:00 PM.
Nationwide, the promotion sparked a substantial 34.4% visit boost during the hours of the offer compared to an average Monday. But in Minneapolis-St. Paul, at the heart of the so-called “State of Hockey”, visits surged by an astonishing 77.3% – the most seen in any metro area throughout the U.S. – underscoring just how impactful relevant LTOs can be in the right market.
It’s no secret that everybody loves free stuff. But another recent LTO shows that people also embrace the chance to do good. On March 4th, 2025, hungry diners flocked to IHOP restaurants nationwide to snag free pancakes – no purchase required! – at participating locations. The promotion, part of the chain’s month-long charitable drive, encouraged guests to donate to Feeding America.
IHOP’s promotion spurred visit increases across the country. But it struck a particular chord in certain northeastern markets – especially in New Jersey, where a local franchise owner’s interviews about the event’s charitable aspect helped motivate a remarkable 142.5% visit spike. And on the West Coast, particularly in California, the promotion’s success was supported by the chain’s “20k for Pancake Day” event in Santa Monica, held on March 1, 2025 to raise money for Feeding America, which garnered substantial media coverage.
But freebies aren’t the only way to drive traffic. On May 29th, 2025, Jack in the Box created plenty of buzz with the launch of its late-night T-Pain Munchie Meal, available after 9:00 PM. By the week of June 2nd, hungry night owls were flocking to Jack in the Box in droves, driving substantial increases in late-night traffic.
The late-night offer increased the proportion of nighttime visits to 25.1% during the week of June 2nd, compared to a 12-month average of 23.0%. The largest nighttime visit increase came on Thursday, June 5th, likely due to excitement for T-Pain’s June 6 debut in “Jack Zone Wars,” a custom in-game Fortnite world built specifically for this collaboration. And with T-Pain’s June 26th live-stream Fortnite event still ahead, momentum will likely continue to build as the month wears on.
These recent promotions at Chipotle, IHOP, and Jack in the Box highlight the power of well-timed, relevant LTOs to create excitement and boost traffic. By tapping into local cultural trends, charitable causes, and pop-culture collaborations, restaurants can stay top of mind – even in a crowded dining market.
For more data-driven dining insights follow The Anchor.
Since its emergence from bankruptcy in late 2020, JCPenney has been on a slow and steady comeback trajectory. Last year, the company continued closing underperforming stores and revamped its loyalty program, which helped it achieve a year-over-year (YoY) visit gap of just 3.0% and a YoY gap in average visits per location of just 1.8% in Q4 2024.
Part of last year's success was likely also due to the company's investments in major promotional efforts – and now JCPenney is back in the advertising game with its new "Yes, JCPenney" national ad campaign. We dove into the data to see how these marketing efforts are bearing fruit.
Although JCPenney has been gradually improving its metrics, the chain generally underperformed the department store category for most of 2024 – until traffic turned around in October and November 2024, at the height of the brand's "Really Big Deals Reveals" campaign. Visits to JCPenney then declined below the category average again, with the chain underperforming the category between December 2024 and March 2025 – with the exception of February, when the chain's "Petite Power List" campaign may have temporarily boosted visits.
But recently, the company launched a major nationwide campaign titled "Yes, JCPenney," with the goal of challenging and overcoming outdated consumer perceptions of the brand. The ads started running in April 2025, and traffic to the chain picked up significantly – with year-over-year (YoY) visits to JCPenney up 0.7% and 3.0% in April and May 2025, respectively.
Diving into May 2025 YoY traffic to the chain by DMA indicates that the "Yes, JCPenney" has been met with broad success, with the chain seeing visit strength across the country. The visit increases were especially notable in the South and Midwest – with DMAs in South Dakota, Missouri, Indiana, Kentucky, Arkansas, and Texas seeing major lifts – suggesting that the focus on style and value connected deeply with consumers in these regions.
Diving into the recent audience shifts at JCPenney suggests that part of the campaign's success may be attributed to its resonance with single shoppers. Using the Experian: Mosaic dataset reveals that nationwide, the share of "Singles and Starters" in JCPenney's captured market edged up slightly from 11.2% in May 2024 to 11.3% in May 2025, while the share of "Significant Singles" rose from 4.4% to 4.7%.
And though these nationwide shifts are relatively small ones, in some DMAs where JCPenney saw a particularly notable YoY visit increase, the share of singles in the chain’s trade area increased more significantly. For example, May YoY data shows that JCPenney visits in New York, NY, increased by 9.8%, while the share of "Significant Singles" grew from 22.7% to 26.1%. And in Tyler-Longview, TX, visits increased 18.0% YoY in May 2025 while the share of "Singles and Starters" rose from 12.8% to 14.0% in the same period.
JCPenney's success in increasing its resonance with single consumers – who are likely younger, and who may be less familiar with the legacy brand – suggests that the "Yes, JCPenney" campaign may be attracting a new generation of shoppers to the chain.
The initial surge in May 2025 foot traffic, particularly among younger, single shoppers, is quite promising. Will the company succeed in converting shoppers brought in through the "Yes, JCPenney" campaign into sustained visitors and loyal customers?
Keep up with The Anchor to find out.
Apparel retail has experienced significant setbacks in recent years, from the COVID-19 pandemic to supply chain disruptions to inflation – and now the emerging threat of tariffs. Yet, the sector continues to adapt. We took a look at the overall performance of the luxury apparel segment to see how things are holding up as the year's first half draws to a close.
The current economic climate has posed significant challenges to the apparel retail segment, and luxury retail has not been immune. The category saw its visits slow year-over-year throughout 2024, likely owing to the accumulated strain of inflation and rising prices. Yet, a surprising opportunity is now emerging, stemming from an unexpected catalyst: tariff concerns.
While apparel visits (excluding the off-price segment) generally slowed year-over-year, luxury apparel experienced only a single month of visit declines – in February '25 – likely owing to the comparison to a leap year and a longer February 2024. And more recently, luxury apparel has been performing especially well, with the segment seeing year-over-year (YoY) increases of 4.7% and 4.4% in April and May 2024, respectively – perhaps driven by the risk of price hikes and the uncertainty around the current tariff landscape.
Diving into the audience composition for nationwide luxury brands reveals that the category's current strength is likely driven in part by a more affluent and more suburban consumer base. Over the past four years, the median household income (HHI) in luxury chains' captured market has increased – rising from $101.9K in May 2025 to $108.0K in May 2025. During this period, the share of suburban consumers in the category's trade area also grew, from 39.1% in May 2022 to 41.9% in May 2025.
This suggests that the luxury sector's current resilience is being powered by an increasingly affluent and suburban clientele who are likely better insulated from broader economic pressures.
Despite operating in a challenging environment, luxury retail is finding ways to keep its visits up. Will the segment continue to rally?
Visit Placer.ai/anchor for the latest data-driven retail insights.
Despite the ongoing macroeconomic uncertainties, overall retail traffic this year has remained generally on par with 2024 levels. Between January and May 2025, retail visits were 0.4% higher than for the equivalent period in 2024, with April and May 2025 visits up 2.3% and 1.3%, respectively.
Some of the recent strength may be attributed to a pull-forward of consumer demand as a response to potential price hikes and limited product availability. But the strongest year-over-year (YoY) visit increase in 2025 so far was actually in January – when visits were up 3.4% compared to January 2024 – highlighting the resilience of retail consumers in 2025 and boding well for the upcoming back to school season.
Diving into YoY May 2025 retail visit data by state suggests that back to school performance may be particularly strong in the West: Retail traffic in Oregon, Washington, Idaho, and Montana was 3.0% to 5.1% higher than in May 2024, while Utah's retail chains received a 5.0% YoY boost in traffic. Consumers in these states may be particularly primed to spend this summer.
Meanwhile, several Eastern states (Ohio, New York, Mississippi, Alabama, and Georgia) saw YoY declines in May 2025 retail visits, perhaps suggesting that consumer confidence in those states is slightly more muted. This may indicate that back to school retail traffic will be slightly weaker in these markets.
Last year, sportswear & athleisure and footwear retailers saw the largest back to school visit jumps, followed by office supplies and traditional apparel (excluding off-price, department stores, and sportswear & athleisure). These segments all saw slight visit increases in May 2025 and are likely to continue seeing sizable traffic spikes for back to school season this year.
But looking at the visit data from April and March reveals that the retail categories seeing the strongest visit trends currently are the segments that get a slightly smaller boost from back to school – including furniture & home furnishings, off-price retailers, and thrift stores. Some of this strength may be attributed to pull-forward of demand (as consumers could have bought larger ticket items like furniture in anticipation of price hikes) or to shoppers' value-orientation (driving visits up for off-price and thrift stores). But these categories' recent success may also suggest that home furnishings, off-price apparel, and thrift stores could see higher volumes of consumer traffic this year compared to 2024.
Ahead of the 2025 back to school season, retail traffic data paints the picture of a generally resilient consumer, despite the regional variability. And while last year's big back to school winners will likely perform well again in 2025, more secondary back to school categories – including home furnishings, off-price, and thrift stores – may be the ones to come out on top this year.
For more data-driven retail insights, visit placer.ai/anchor.
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.
