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Romance novels have long been the unsung heroes of the publishing industry, consistently driving significant sales and topping bestseller lists year after year. And now, the category is getting its moment in the spotlight. Independent bookstores specializing in romance and fantasy are popping up across the country, connecting romance readers with the books they love in a setting exclusively dedicated to them.
We took a look at one recent addition to the romance bookstore world – The Ripped Bodice in Brooklyn, New York – to see what visitation trends reveal about the value of specialty stores in an environment increasingly dominated by general retailers.
The romance category has long been a quiet literary powerhouse – and now, the segment is getting its moment to shine. The rise of “BookTok” has helped propel the category into the spotlight, and independent, romance-centered bookstores are thriving. The Ripped Bodice is one such store: The first one opened in Culver City, CA in 2016, and the second in Brooklyn, NY in 2023. The Ripped Bodice’s Brooklyn location is located within two miles of two Barnes & Noble locations, so comparing visitation trends at the three stores highlights the value that the specialty bookstore adds to the book-centered retail landscape.
Location analytics reveal that visitors to The Ripped Bodice are much more likely to travel long distances to reach the store, with nearly half coming from over 50 miles away. In contrast, the two nearby Barnes & Noble stores saw just 4.8% and 8.6% of their visitors traveling from that distance. This suggests that the bookstore’s unique offerings make it something of a destination for romance lovers. Some vacationers visiting the area may include The Ripped Bodice as a must-see attraction, while others may make a dedicated journey just to explore its curated collection of romance novels.
The Ripped Bodice also attracts more weekend visits than nearby Barnes & Nobles. Over the past 12 months, almost half of visits to the niche bookstore – 48.8% – occurred on Saturdays and Sundays. In contrast, the two nearby Barnes & Noble locations received most of their visits on weekdays, with just 24.4% and 34.2% of their visits taking place on Saturdays and Sundays.
The contrasting weekend traffic trends highlight the unique value that specialized bookstores hold for niche hobbyists. In this case, romance enthusiasts seem to treat a trip to The Ripped Bodice as an activity in and of itself, prioritizing weekend visits to browse, connect with fellow readers, and enjoy a dedicated space for their favorite books and authors.
Further analysis of visitor behavior at The Ripped Bodice and nearby Barnes & Noble locations reveals how the specialized bookstore fosters a sense of community and encourages customers to linger.
On average, visitors to The Ripped Bodice spent 39 minutes in the store – soaking up the special ambiance or participating in the bookseller’s frequent events. In contrast, visitors to the Barnes & Noble on 7th Ave. – which unlike The Ripped Bodice, has an on-site cafe – stayed for an average of 37 minutes, while visitors to the location on Atlantic Ave. lingered for just 32 minutes.
The Ripped Bodice’s longer dwell times serve as a reminder of the value retailers can find in catering to niche interests. Specialized stores often create an environment where customers feel comfortable spending more time, allowing for greater product discovery and stronger loyalty. Retailers of all sizes can consider offering more specialized experiences within their stores to create inviting spaces that encourage exploration among diverse customer groups.
The visitation patterns at The Ripped Bodice can be read as a story of one retailer – but it can also offer insights into the value of catering to niche hobbies. When retailers provide consumers with a dedicated space to explore and deepen their interests, they open up opportunities for success.
Visit Placer.ai for more data-driven retail insights.
We dove into the visit data to see how Starbucks, Dunkin,’ and Dutch Bros are faring in Q1 2025.
Affordable luxuries like coffee tend to do well in times of rising prices and heightened budget-consciousness. So it should come as no surprise that visits to coffee chains have been on the rise recently, with overall traffic to the category up 1.8% year-over-year (YoY) in Q1 2025. Much of the increase can be attributed to the aggressive expansions of small and medium coffee chains such as Dutch Bros (13.4% YoY increase in visits in Q1 2025), Scooter’s Coffee (+15.3% YoY) and 7 Brew Coffee (+87.3%).
Meanwhile, visits to coffee leaders Starbucks and Dunkin’ remained relatively stable – falling by just 0.9% and 1.6%, respectively, in line with the wider QSR Q1 2025 YoY visit gap of 1.6%. Contrasting the growth of smaller coffee chains with Starbucks and Dunkin’s minor traffic dips may suggest that consumers prefer to spend their limited discretionary funds on unique or decadent treats instead of on classic drinks and pastries.
But despite the rapid growth of smaller coffee chains, Starbucks continues to dominate the coffee category, receiving over half of combined visits to Starbucks, Dunkin’, Dutch Bros, Scooter’s Coffee, and 7 Brew Coffee. At the same time, though, Starbucks’ stronghold on the category may be loosening slightly – the Seattle-based coffee giant’s relative visit share fell from 55.8% in Q1 2024 to 51.2% in Q1 2025 as smaller chains continued growing and expanding.
The cross-visitation data also highlights Starbucks’ dominance. In Q1 2025, the majority of visitors to most other coffee chains (51.3% of Dunkin’ visitors, 65.7% of Dutch Bros, and 58.4% of 7 Brew visitors) also visited a Starbucks in the same period. Meanwhile, only 27.4% of Starbucks consumers went to Dunkin’ and 16.4% went to Dutch Bros during the analyzed period, with even smaller shares going to Scooter’s and 7 Brew. So while the smaller chains are clearly making inroads into the coffee market, Starbucks still commands a strong central position, attracting a majority of coffee-goers and enjoying significant loyalty.
Despite the ongoing expansion of Dutch Bros and the rise of smaller coffee chains, Starbucks continues to dominate the U.S. coffee category.
For more data-driven dining insights, visit placer.ai/anchor.
Fueled by customer demand for quality, convenience, and value, CAVA and sweetgreen are cementing their place as leaders in the fast-casual space. The two chains have seen impressive growth over the past few years, adding new locations to keep up with growing demand.
We took a look at their performance over the years to see what might be driving their continued rise.
While the fast-casual dining sector as a whole experienced a slight slowdown in Q1 2025, likely driven by continued budgetary concerns among diners, CAVA and sweetgreen are thriving. The two chains are squarely in expansion mode – and their impressively elevated foot traffic numbers strongly suggest that customers are highly receptive to both chains’ offerings.
In Q1 2025, visits to CAVA were 19.8% higher than in Q1 2024, while Sweetgreen saw its visits increase by 11.1%. In contrast, the wider fast-casual space experienced a visit slowdown of 0.1% during the same period, serving as a reminder of the challenges facing the segment.
Diving into audience segmentation data for both chains provides greater insight into the expansion strategies underlying their strong performance in recent years.
CAVA, which grew from a single location in Maryland to 367 restaurants at the end of 2024, has employed a suburban-focused growth strategy that has brought the chain to a wider audience than ever. The median household income of CAVA’s trade areas has been steadily dropping over the years. And a closer look at shifts in the psychographic segments that make up its visitor base suggests that the chain is reaching new suburban audiences.
Between Q1 2022 and Q1 2025, CAVA steadily broadened its reach among the working and middle-class “Blue Collar Suburbs” and “Suburban Boomers” consumer segments. During the same period, it also gained more traction with the affluent “Upper Suburban Diverse Families” segment – while holding on to its substantial share of “Wealthy Suburban Families.” This suggests that, even as CAVA expands its reach among a wider range of suburban visitors, it has maintained its core audience. While a substantial portion of wealthy customers remains, the chain has effectively opened itself up to a larger and more diverse pool of visitors.
Similarly, sweetgreen has also been increasing its presence in suburban markets. The chain, which leans heavily into automation to improve visitor experience, has made suburban expansion a cornerstone of its strategy – and examining the geographic data clearly demonstrates this shift.
In Q1 2022, 31.3% of sweetgreen’s trade areas were made up of consumer segment groups belonging to the “Suburban Periphery” – defined by the Esri: Tapestry Segmentation dataset as commuter-oriented suburbs with access to major cities and their amenities. But by Q1 2025, this share rose sharply, to 42.2%. Over the same period, the share of “Principal Urban Centers” in sweetgreen’s trade areas dropped from 50.0% to 26.8%.
CAVA and sweetgreen are thriving, seemingly driven by their pushes into suburban markets.
Will the two chains continue to experience visit growth as Q2 gets underway?
Visit Placer.ai to find out.
Despite its recent release, Sinners has already generated significant buzz with overwhelmingly positive early reviews and a box office performance likely to break records as the best performing R-rated April release ever. The movie has also helped movie theaters maintain their strong momentum created by the success of A Minecraft Movie.
When Captain America: Brave New World was released on February 14th 2025, the movie drove a 37.0% increase in movie theater visits relative to the YTD (January 6th to April 20th 2025) weekly average. But visits quickly fell following the release week, and movie theater traffic was down 31.1% compared to the YTD average two weeks later.
Meanwhile, A Minecraft Movie led to a 88.6% spike in visits relative to the YTD average on the week of its release, likely thanks to the significant advertising and promotional activities in anticipation of the opening. But traffic was already beginning to fall when Sinners opened on April 18th – and the supernatural thriller helped slow the visit drop: Visits were 13.1% lower over the week of April 7th – April 13th compared to the week of March 31st to April 6th, but only dropped 7.2% week-over-week during the week of the Sinners release, when movie theater traffic stayed 52.1% above YTD weekly visit levels.
Quick-Service Restaurant (QSR) brands operate in a fast-paced industry of shifting consumer preferences, and palate-pleasing promotions are one of the ways QSRs drive traffic in the face of evolving demand for value and innovation. Using the latest location intelligence, we analyzed RBI, Yum! Brands, and other top QSRs, to explore their Q1 2025 performance and several promotions that had a significant foot traffic impact.
QSRs faced challenges in the early months of 2025, leading to a Q1 YoY foot traffic decline of 1.6% for the category as a whole. Analyzing the companies' domestic portfolios reveals that traffic to Yum! Restaurants increased 2.9% YoY, bolstered by Taco Bell’s strong performance, while RBI’s traffic fell 3.4% YoY. Wingstop experienced the greatest foot traffic growth of the QSRs analyzed (+4.3%) while Wendy’s saw the sharpest traffic declines (-4.6%).
Zooming in on weekly visits (since March 2025) highlights the foot traffic impact of several QSR promotions – which often cause fanfare during their initial launch.
KFC’s new bucket meal seems to have provided a YoY visit lift for the Yum! chain during the week of March 17th, while visits to Popeyes, an RBI chain, have remained elevated since the week of March 31st, likely due to the launch of the restaurant’s April Fools no-joke pickle menu. But it was Wingstop that stole the visit-spike show with a 22.9% YoY boost during the week of March 24th, 2025 – as eager customers flocked to the chain to redeem T-Mobile’s one-day-only $0.01 chicken tender reward.
And zooming in on daily visit fluctuations to Wingstop during Q1 2025 shows that the T-Mobile tender deal didn’t provide the only one-day visit boost. On Super Bowl Sunday (February 9th, 2025), Wingstop’s traffic was 56.8% above the daily average for Q1 2025, as wings were once again a party favorite.
Taco Bell’s Q1 2025 YoY foot traffic growth stood out among the analyzed QSRs, and diving into visitor frequency data shows that the chain has been attracting an increasing number of repeat visitors.
Between October 2024 and March 2025, the number of frequent visitors to Taco Bell – those who visited at least twice during the month – rose consistently YoY, even as the number of casual visitors decreased or rose only slightly. But in January 2025, Taco Bell saw a significant 11.7% YoY surge in frequent visitors – many of whom may have been attracted to the chain’s revamp of the Luxe Cravings Box to kick off the year.
Despite overall challenges in the QSR segment, strategic promotions contributed to significant foot traffic gains for several brands. Wingstop and Taco Bell were two of the biggest visit winners in Q1, highlighting the impact of both one-day deals and extended offers.
For more data-driven dining insights, visit Placer.ai.
Health and wellness remain significant drivers for grocery shoppers, and today we’re looking at two health-centric grocers – Sprouts Farmers Market and Natural Grocers. The two chains, which recently topped the “Best Natural Food Stores” list, are thriving, and both are planning further expansions in 2025.
We dug into the visit and demographic data to get a sense for how the chains are performing and what might be driving their success.
Sprouts Farmers Market has been a grocery store to watch in recent years. The Arizona-based chain added some 33 new locations over the past year, leading to a major surge in overall visits to the chain. In Q1 2025, visits to the grocer were 11.9% higher than they were in Q1 2024, with the average number of visits to each Sprouts location also increasing 4.2% YoY. In contrast, visits to the wider grocery space rose just 0.8% YoY.
Colorado-based Natural Grocers has also been thriving, with Q1 2025 visits up 5.9% YoY. And though Natural Grocers’ expansion has been slower than Sprouts', it too is gradually growing its store count – and its consistent over-performance shows that its offerings are meeting robust demand.
Diving into audience segmentation data offers insight into some of the factors contributing to the two chains’ success.
Both Sprouts and Natural Grocers attract relatively affluent visitor bases: In Q1 2025, visitors to Sprouts came from areas with a median household income (HHI) of $96.8K, considerably above the category average of $81.8K. Natural Grocers, meanwhile, drew visitors with a median HHI of $84.0K – lower than that of Sprouts, but still higher than the wider segment.
And each of the chains drew higher-than-average shares of both young professionals and a variety of affluent family segments – though Sprouts was more popular among wealthy families, while Natural Grocers attracted more upper-middle-class suburban families.
In a grocery market defined by trading down and intensified competition from low-cost outlets such as dollar stores and superstores, specialty chains like Sprouts and Natural Grocers may benefit from their ability to attract health-focused, higher-income shoppers and busy professionals.
Beyond demographics, each chain occupies a distinct geographic niche. In Q1 2025, 49.3% of visitors to Sprouts came from the “Suburban Periphery” – defined by the Esri: Tapestry Segmentation dataset as commuter-oriented suburbs with access to major cities and their amenities. Natural Grocers, meanwhile, drew just 39.9% from these areas, just slightly above the sector-wide average.
Meanwhile, Natural Grocers drew a much larger share of shoppers from “Metro Cities” – defined as smaller metropolitan or satellite city areas – than either Sprouts or the wider grocery space.
This variance suggests that the two health-centric grocers play complementary roles within the food shopping space, allowing both to maximize relevance among their respective customer bases.
Both Sprouts and Natural Grocers are experiencing visit growth and success – in part by catering to busy professionals and different groups of affluent consumers. As the two chains continue to expand, will they be able to sustain their appeal to distinct customer segments?
Visit Placer.ai for the latest data-driven grocery and retail insights.
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.
