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We recently launched a podcast called Anchored – and if you're a frequent visitor of The Anchor, this one's for you. Anchored brings together the sharpest minds in retail, real estate, and consumer behavior for honest, in-depth conversations about where the industry is actually headed.
Every episode is packed with ideas worth holding onto. Here are a few standout insights from our released episodes in Season 1:
Watch: The $4 Billion Ceiling: Why Great Retail Brands Stop Growing
Watch: Why Retail Needs More Art and Less Science
Watch: From Hype to Hybrid: The Evolution of Retail Media
Watch: The In-Store Mega Channel
Watch: Convenience Meets Connection
Watch: The New Retail Recipe
The common thread: the physical store is worth far more than most brands realize. Listen to Anchored to hear why – and explore more retail insights at Placer.ai/anchor.
The 2026 World Cup kicked off on June 11th – and so, it turns out, did one of Chipotle's biggest traffic days of the year. To mark the occasion, the fast-casual chain offered a buy-one-get-one entrée deal to anyone who walked in wearing a soccer jersey after 3 p.m. local time.
And the promotion delivered a World-Cup-worthy visit spike. Nationwide foot traffic on June 11 ran 55.5% above Chipotle's 2026 year-to-date daily average – edging out the chain’s March tattoo BOGO, which ran 48.8% above the daily average. A jersey, it would seem, is an easier ask than a tattoo – even a fake one. And unlike the tattoo promotion, which was only available from 3 p.m. to 4 p.m., the World Cup offer ran through closing, giving customers a much larger window to participate.
The afternoon launch also concentrated demand later in the day. Because the promotion began at 3 p.m., visits between 3 p.m. and 10 p.m. ran 88.0% above the year-to-date average for those hours, significantly outpacing the all-day lift.
Chipotle's World Cup BOGO is a reminder of how much a well-timed, low-friction promotion can move foot traffic – especially one tied to a cultural moment as big as the World Cup. The jersey requirement kept the barrier to entry low, the 3 p.m. start funneled demand into the dinner daypart, and the brand's everyday regulars likely did the rest.
For more data-driven dining insights, visit Placer.ai/anchor.
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Darden Restaurants will report year-end results on June 25, closing the books on a fiscal year in which the Olive Garden parent raised its guidance even as much of casual dining contended with cautious consumers. What's powering the outperformance – and which of Darden's banners are doing the heavy lifting? We dove into the data to find out.
Visits to Darden's brands climbed 2.4% year over year (YoY) in Q1 2026 (January through March), even as traffic to the wider full-service restaurant category fell 1.3%.
And the gap doesn't just reflect Darden's expanding fleet. Average visits per location rose 0.5% YoY across the company's brands while declining 0.5% for the category as a whole – suggesting Darden is driving incremental demand at existing restaurants, not just adding new ones. The pattern echoes the results posted by the company last quarter, when blended same-restaurant sales beat the casual dining benchmark by 540 basis points.
Visits and Average Visits Per Location, Q1 (Jan.–Mar.) 2026 vs. Q1 2025
So what is fueling Darden’s success?
Among the company’s two largest brands, LongHorn Steakhouse has been the clear pacesetter, posting YoY same-store visit growth in every month of 2026 so far. The brand is likely benefiting from America's protein obsession, with meat demand climbing as high-protein diets go mainstream. And with grocery-store beef prices elevated, a steakhouse dinner may feel like particularly good value – especially as Darden has deliberately kept LongHorn's menu pricing below inflation while continuing to invest in food quality. That pricing gap may begin to narrow, however, as management has indicated that menu price increases are expected to move closer to inflation levels this quarter.
Olive Garden's performance, by contrast, has been more volatile. Some of the brand’s YoY visit fluctuations likely reflect calendar effects – March 2026 had one fewer Saturday than March 2025, while May benefited from an extra Sunday. But the flagship is also doing plenty right. Its springtime Buy One, Take One promotion and lighter-portion menu options have helped sharpen its value message, likely contributing to May's return to growth. And the brand delivered when it mattered most: On Mother's Day – one of the biggest dining-out occasions of the year – average visits per location to Olive Garden jumped 4.1% YoY, even as full-service restaurant visits rose just 2.2%.
Elsewhere in Darden's casual dining portfolio, Chuy’s slipped in four of the first five months of 2026, underscoring the challenges facing full-service Tex-Mex operators amid intense competition from fast-casual alternatives. Cheddar's Scratch Kitchen, meanwhile – the company's deepest value brand – generated same-store visit growth in four of the first five months of 2026, including a 3.1% increase in May. While some of that performance likely reflects easier comparisons, it also underscores the continued appeal of clearly differentiated value-oriented dining.
Darden's strongest momentum, however, is coming from the upper end of its portfolio. After entering fiscal 2026 with same-restaurant sales declining amid soft business travel, Darden’s fine-dining segment swung to 2.1% growth by last quarter on private dining gains and Ruth's Chris Steak House's three-course fixed-price menu. And visit data suggests this recovery continued into the spring, with May benefiting from a strong Mother’s Day across the segment: Average visits per location to The Capital Grille surged 16.7% YoY on the holiday, while Ruth’s Chris and Eddie V’s posted gains of 7.9% and 5.9%, respectively.
Upscale casual Yard House also performed well – strength management has credited to the brand's "socially energized bar" and distinctive menu, which position it as a social gathering destination rather than just another dinner stop.
Darden's results highlight the advantage of a diversified portfolio built around distinct consumer occasions and value propositions. Cheddar's owns everyday affordability, LongHorn serves a juicy steak at an accessible price point, Yard House anchors a night out, and the fine dining banners serve as go-to destinations for life’s celebrations. Olive Garden, meanwhile, competes in the most crowded part of the casual dining market, and its more uneven performance reflects that. But the flagship's value plays – and its standout Mother's Day – suggest it is finding its footing in the middle, too.
Can Darden's distinct brand positioning continue to drive outperformance as 2026 unfolds?
Check back with Placer.ai/anchor for the latest traffic insights.
On a national level, retail foot traffic held notably steady in May 2026. However, even relatively small fluctuations at the state level tell a story of two external pressures – a sharp run-up at the pump and a destructive mid-May storm outbreak – shaping consumer behavior.
The chart below shows year-over-year (YoY) visits to overall retail by state in May 2026. And while performance varied somewhat by state,all changes remained within the narrow range of ±2 percentage points. Nationwide, overall retail sat relatively flat at 0.3% YoY – stability that suggests that consumers are closely managing their budgets amid a challenging economic backdrop.
Still, even modest year-over-year swings in foot traffic highlight the influence of two state-level pressures: ongoing gas price increases and adverse weather conditions.
Gas prices continued to climb sharply in May 2026, and the map above suggests a relationship between YoY price hikes at the pump and retail visitation patterns. Regions that experienced the largest YoY increases in gas prices, such as the Midwest and Ohio – where prices climbed by over 45% and 50%, respectively – were often those that saw retail foot traffic soften. This could at least partly reflect consumers adjusting their spending to offset higher fuel costs.
Meanwhile, the regions with the lowest average gas price, the Gulf Coast and Lower Atlantic, or the West Coast – which experienced the smallest YoY price increase of (only) about 30% – for the most part posted positive YoY retail foot traffic. This trend held even as average gas prices along the West Coast reached over $5.5 per gallon – the highest in the country – suggesting that changes in gas prices had a greater impact on consumer traffic patterns than the absolute price level itself.
But fuel costs were only part of the retail foot traffic story in May 2026. Across the Midwest and parts of the Mid-Atlantic, a multi-day severe weather outbreak brought tornadoes, large hail, and flash flooding to the region. The same weather system also contributed to wildfire activity across southwestern Kansas and parts of Colorado, Oklahoma, and the Texas Panhandle.
As the map above shows, the band of declining retail visits running through the Midwest, Ohio Valley, and Mid-Atlantic – closely tracking the path of these storms. This alignment suggests that severe weather amplified existing economic headwinds and gas price sensitivity, limiting consumer movement in affected markets.
May's retail traffic patterns suggest overall consumer caution with regional nuance influenced by varying degrees of gas price pressures and local weather events.
What will retail foot traffic look like in the weeks ahead? Visit Placer.ai/anchor to find out.
Amazon recently announced that Prime Day 2026 will take place from June 23rd to 26th, marking an earlier-than-usual start to the summer promotional season. While Prime Day itself is primarily an online event, retailers with a significant brick-and-mortar presence often join the fray with competing sales, either during Amazon's event or in the lead-up to Fourth of July promotions. So what does retail foot traffic reveal about the state of the consumer heading into this key shopping period? We dove into the data to find out.
Despite ongoing headwinds, foot traffic to major retail chains for the first five months of the year stayed in positive territory relative to 2025, a notable showing given the macroeconomic uncertainty weighing on consumer sentiment. And even though the pace of growth has cooled since March – likely due in part to the sharp increase in gas prices – the direction never turned negative.
That consistency matters heading into Prime Day. Even as growth moderated through the spring, audiences continued to choose physical retail, suggesting that in-store visits are holding up rather than ceding ground to online channels. For retailers planning competing summer promotions, the steady baseline of positive year-over-year (YoY) traffic suggests that demand is present, and the opportunity lies in converting resilient visit volume into stronger spend during the promotional window.
Segmenting consumer traffic by driving distance shows that even the most acute headwind facing consumers right now – elevated gas prices – has done little to fundamentally alter shopping behavior. Even though longer-distance visits pulled back sharply in March with the onset of the gas price hike, the retreat proved short-lived – by April, every distance band had returned to positive growth, and the recovery held into May.
The quick rebound suggests that the March pullback in longer drives was largely temporary and did not mark a lasting shift toward online shopping. Consumers remain willing to make longer trips to stores – a healthy signal of shopping intent heading into the summer promotional season. And with gas prices now beginning to ease, the conditions look even more favorable for offline retailers as the promotional season approaches.
Zooming in on weekly visits to major retailers, however, reveals a more volatile, retailer-specific picture beneath the steady monthly averages.
The biggest distinction is between retailers entering the summer from a position of strength and those looking for a boost. Costco, Target, and (to a slightly lesser effect) Best Buy maintained year-over-year traffic gains throughout the spring – suggesting that, for these retailers, promotional events are more likely to amplify existing momentum than to create it.
Meanwhile, Walmart's traffic in recent weeks remained largely in line with last year, potentially reflecting continued pressure on its more value-oriented customer base – making the upcoming promotional events an important opportunity to reignite growth.
Home Depot and Lowe's fall somewhere in between. Both have shown signs of improvement after a prolonged slowdown, making the July 4th period an important test of whether that recovery can continue.
Consumer sentiment remains under pressure ahead of the early summer promotional events, but foot traffic data suggests that shoppers have not materially pulled back from physical stores. The resilience of longer-distance visits, combined with easing gas prices and generally positive traffic trends, points to a consumer who is becoming more selective rather than disengaged.
As retailers roll out competing promotions over the coming weeks, the key question will be where they choose to spend. Retailers already generating traffic momentum appear well positioned to capitalize on the season, while those facing softer visitation trends will be looking to promotions to reaccelerate growth.
For more data-driven retail insights, visit placer.ai/anchor
Perhaps the nicest gift you can give a parent is a meal they don't have to cook – complete with cloth napkins, quality family time, and no dishes to clean afterward. That's why Mother's Day and Father's Day consistently deliver some of the biggest traffic surges of the year for full-service restaurants (FSRs).
But with fuel prices still elevated and consumers continuing to watch their spending, will families still splurge on dining out this Father's Day, or will some opt for lower-cost alternatives? Which restaurant chains stand to benefit the most from the holiday – and where might diners find a quieter table if they're hoping to avoid the crowds?
Mother's Day and Father's Day have long ranked among the restaurant industry's most important occasions – and Mother's Day this year was no exception.
On May 10th, 2026, visits to full-service restaurants surged 56.0% above the average Sunday, while rising 1.5% year over year compared to Mother's Day 2025. Diners also spent more time at restaurants, with average dwell time climbing 12.8% above a typical Sunday – suggesting longer celebrations and potentially larger checks.
Limited-service restaurants, meanwhile, saw visits dip slightly below their typical Sunday baseline – suggesting that consumers weren't trading down. Even amid economic uncertainty, families appeared willing to pay a premium for the experience of celebrating Mom with a sit-down meal. And with Mother's Day and Father's Day consistently ranking among the busiest days of the year for full-service restaurants, Mother's Day's strong performance bodes well for another successful Father's Day season.
Sunday Visits to Full-Service and Limited-Service Restaurants vs. the 12-Month Sunday Average
FSR Visits on Mother’s Day 2026 vs. Mother’s Day 2025
Mother’s Day vs. 12-Month Sunday Average (FSR)
Father’s Day vs. 12-Month Sunday Average (FSR)
On a typical Sunday, Texas Roadhouse is already the nation's most-visited full-service restaurant chain, capturing 7.9% of FSR visits. Chili's follows at 7.1%, while Olive Garden captures 6.5%.
Mother's Day reshuffles the leaderboard somewhat. Both Texas Roadhouse and Olive Garden gain meaningful share as families gather for celebratory meals, with Texas Roadhouse narrowly maintaining its lead. On Mother's Day 2026, Texas Roadhouse captured 9.2% of FSR visits, while Olive Garden followed closely at 8.8%.
Father's Day, however, is a very different story. Last year, Texas Roadhouse captured 9.4% of all full-service restaurant visits, while both Chili's (5.8%) and Olive Garden (5.7%) lagged far behind. Steak, it seems, is exceptionally dad-coded.
The flip side, of course, is that Father's Day may be one of the quieter times to enjoy a plate of unlimited breadsticks. As families flock to steakhouses to celebrate Dad, Olive Garden's share of visits falls well below its typical Sunday levels, making it a surprisingly uncrowded alternative for diners looking to avoid the holiday rush.
Parents, it turns out, are very good for the restaurant business. And if Mother's Day is any indication, June 21st is poised to provide another meaningful boost for the segment this year – giving operators another opportunity to capitalize on one of the category's most reliable traffic-driving occasions.
To keep on top of full-service dining trends, follow 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.
