.svg)
CAVA and sweetgreen have been rapidly expanding, cementing their place in the fast-casual dining landscape. We dive into the data to take a closer look at CAVA and sweetgreen’s foot traffic performance and uncover the seasonal visitation patterns driving appetite for these fast-growing chains in 2025.
CAVA and sweetgreen are still firmly in expansion mode, with new store openings fueling their foot traffic growth. Last quarter, CAVA reported a 21.4% year-over-year (YoY) increase in total restaurants and currently boasts nearly 380 locations. And in the past year, sweetgreen has opened dozens of new venues, growing the chain’s footprint to over 900 locations.
Through H2 2024 and the start of 2025, CAVA and sweetgreen experienced consistent YoY visit growth – outperforming the fast-casual restaurant category every month. CAVA’s significantly larger visit growth (26.9% compared to sweetgreen’s 9.9% YoY in Q4 2024) was likely due to the proportional impact of new restaurant openings on CAVA’s smaller real estate footprint.
As CAVA and sweetgreen continue to expand, 2025 is likely to be another year of sustained growth for both restaurants.
Analyzing seasonal visit trends can reveal some of the factors driving sweetgreen and CAVA’s success.
Fast-casual restaurants generally receive more of their visits during lunch than during dinner. And CAVA and sweetgreen received an even larger share of lunchtime (12 PM to 3 PM) visits than the fast-casual average – indicating that these restaurants’ lunchtime popularity is likely a major growth driver.
CAVA also received the highest dinner (between 6 PM and 9 PM) visit share. This indicates that despite CAVA’s fast-casual designation, consumers seem to treat it more like a full-service restaurant, with patrons visiting the chain to eat a proper meal and not just to grab a convenient bite between errands. And the company’s recently launched loyalty program may well bring even more lunch and dinner visits to the chain in 2025.
Meanwhile, sweetgreen’s dinner visit share remained at or below the fast-casual average throughout the year. But evening traffic to the salad chain did increase during the warmer months – hitting a high of 27.4% between July and October – perhaps due to consumers remaining out and about later when there were more daylight hours. Consumers generally spend significantly more on dinner out than on lunch, so sweetgreen may want to fuel its warm-weather dinner boost by offering specials or promotions to attract even more evening patrons to its locations during Q2 and Q3. Sweetgreen may also choose to incorporate time-dependent ordering incentives into its new loyalty program to encourage more evening visits throughout the year.
Further analysis of visitor behavior reveals that CAVA and sweetgreen drive a significant share of weekend visits. And while sweetgreen’s dinner boost tends to occur in Q2 and Q3, both sweetgreen and CAVA’s weekend visit share increases in Q1 and Q4.
At least some of the elevated weekend visits in Q4 2024 may have been due to the many consumers that were on vacation – eating fewer mid-week meals out of the house – or grabbing a bite while doing their holiday shopping on Saturday and Sunday. Still, elevated weekend traffic in Q1 indicates that the chains have the potential to drive significant traffic during other cold-weather months on days when consumers have more time for recreation.
CAVA’s continued investment in inviting dining rooms – part of the chain’s “Project Soul” campaign – may attract unhurried diners looking to experience a cozy ambiance, while sweetgreen’s early-stage rollout of the robotic “Infinite Kitchen” may actually elevate the indoor dining experience to one that is fun and weekend-worthy.
As sweetgreen and CAVA pursue various strategies in their next phase of growth, an understanding of consumer behavior can help the chains maximize the potential of their robust visitor bases and enhance operational efficiency.
Want more data-driven dining insights? Visit Placer.ai.
The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
Several factors seem to have converged in January 2025 to temporarily hamper the return to office (RTO) recovery. First, last month brought a polar vortex to much of the United States, compelling Americans to stay indoors and avoid unnecessary trips outside – including to the office. January 1st also fell on a Wednesday this year, and many people likely took advantage of the calendar luck to extend their vacation through the weekend – leading to fewer January office visits compared to years when New Year’s Day falls earlier in the week.
As a result, the January 2025 bump appeared relatively muted: Visits in January 2025 were only 17.7% higher than in December 2024, compared to a 31.3% month-over-month increase from December 2023 to January 2024. And visits were 40.2% lower than they were in pre-pandemic January 2019 – a slightly worse showing than the 39.2% pre-pandemic visit gap of December 2024.
The meteorological and calendar challenges seem to have impacted office visits on a metro area as well, with few cities analyzed making significant RTO strides in January 2025. The sole exception was New York, where January 2025 visits were only 19.0% lower than they were in January 2019 – a slightly smaller visit gap than the previous month.
Diving into the year-over-year data shows the impact of the polar vortex more clearly. Many of the cities where residents are used to and equipped for the colder weather – Chicago, Boston, and New York – seemed to have experienced a relatively minimal impact from the arctic blast. The one exception was Denver, which was exceptionally frigid – with subzero temperatures – so that even those used to cold may have opted to work from home.
But in metro areas where weather tends to be relatively warm – including Atlanta, Houston, Washington, D.C., and Dallas – the impact of the polar vortex was visibly stronger. In these cities, the YoY visit gap ranged from 7.5% (Atlanta) to 12.0% (Dallas) – as employees without proper winter jackets or snow tires likely chose to stay cozy and avoid the chill.
January 2025’s RTO stats may not have been particularly impressive, but the relatively weak office data is likely more a reflection of last month’s unique challenges rather than a slowdown in RTO momentum. With the weather now back to normal and no mid-week holidays in the near future, the coming months will be critical in evaluating if the RTO is in fact slowing down or whether January just marked a temporary setback within a still unfolding story.
For more data-driven insights, visit placer.ai.
Brick-and-mortar retail continues to evolve – and while consumers have always turned to physical commercial spaces to gather, shop, eat, and be entertained, we predict that 2025 will be the year of brick and mortar stores as Brand Amplifiers. What do we mean by that? Simply put, the more we have options to do things online – be it shop, communicate, work, or play – the more we also crave the opportunity to do these things in the physical world, and brick and mortar is at the center of making these experiences larger than life. It’s no surprise, then, that even digitally native Gen Z is still regularly visiting physical stores.
We’ve written extensively about the importance of brick-and-mortar locations for digital brands and of standalone boutiques for wholesale brands – within the four walls of a branded store, marketers have the ability to control the narrative. From the visual merchandising to the customer associate, the brand’s personality and DNA can really come to life.
The recent Meta Popup Lab on Melrose Ave in the West Hollywood Design District – created to test its Ray-Ban smart glasses – offers a great example of brick and mortar’s potential to amplify digital brands and make them come to life. While the venue only opened for a little under two months, visitation data and audience profile analysis reveals the consumer demand for the experience as well as the brand amplification value that Meta received from the pop up.
Weekends tend to be the most popular recreation days, as that’s when most people have free time to shop and explore. And looking at visitation patterns shows that this trend held true at the Meta Popup Lab and in the wider Design District retail corridor in which the pop up was operating. But the Meta Popup Lab actually received a larger share of its visits on Saturdays and Sundays compared to the wider shopping corridor – indicating that visitors were dedicating precious weekend time to visit the pop up and make sure they could get the full Meta experience without feeling rushed by their various weekday constraints.
Diving into the visit duration at Meta Lab reveals that over a quarter of visits lasted between 15-29 minutes, and roughly 1 in 6 lasted 30-44 minutes. That time frame is enough to try on some frames, speak to a customer associate, and make a purchase decision.
Meta Lab also drew more visitors from trade areas with higher income and smaller households compared to the wider West Hollywood Design District. This indicates that, as may be expected, Meta Lab attracted a relatively young and affluent audience – tech-savvy visitors with the disposable income to spend.
The success of the Meta Popup Lab underscores the potential of brick-and-mortar spaces as brand amplifiers, transforming digital concepts into immersive, tangible experiences. As consumers continue to seek deeper connections with brands, physical retail offers a unique opportunity to engage, educate, and excite in ways that digital alone cannot. In an era where online and offline worlds are increasingly intertwined, brands that strategically leverage physical spaces will stand out by creating lasting impressions that go beyond the screen.
The Placer 100 Index for Retail & Dining is a curated, dynamic list of leading chains operating across the United States. It includes chains from a variety of industries, such as superstores, grocery, dollar stores, apparel, full-service dining, QSR, and more.
Visits to the Placer 100 Retail & Dining Index increased 3.7% in January 2025 relative to January 2024, indicating that – despite the recent dip in consumer confidence – traffic to brick-and-mortar retail and dining venues remains resilient.
We’ve written extensively about Chili’s ongoing success, so it came as no surprise that the casual dining chain topped the Placer 100 chart again in January 2025: Overall visits and visits per location grew a whopping 29.3% and 30.2%, respectively, compared to January 2024. Barnes & Noble has also been thriving for a while, and the legacy bookseller continued its winning streak with double-digit growth in both overall visits and visits per location in the first month of 2025.
Other notable chart-toppers from January 2025 include LA Fitness, which has been rightsizing its fleet and closing locations throughout the country, leading to a 8.1% year-over-year (YoY) increase in average visits per location. CVS, which closed numerous venues in 2024 as well, has also seen its average visits per location shoot up.
Like Chili’s and Barnes & Noble, Warby Parker was among the January 2025 top 10 growth chains for both overall visits and visits per venue. The company is opening stores at a rapid rate with the long-term goal of 900 brick-and-mortar stores nationwide.
Warby is an expert in omnichannel integration, and the company continues to enhance the online customer experience even as it builds up a brick-and-mortar empire. And analyzing the brand’s January 2025 metrics along with its 2024 performance – when overall visits increased 16.8% while average visits per venue remained steady – reveals that this investment in both its physical and digital channels is paying off.
According to co-CEO and co-founder Dave Gilboa, brick-and-mortar venues accounted for around 70% of Warby Parker’s revenue as of Q3 2024 – an increase from 67% in Q3 2023 – though many customers who initially bought in-store made subsequent purchases online. This showcases the customer acquisition potential of physical stores, especially for companies who succeed in integrating and creating synergy between their offline and online presence. And some of Warby’s strongest e-commerce growth has taken place in metro areas where the brand has a significant physical presence – emphasizing the role that brick-and-mortar venues play in raising brand awareness and strengthening consumer engagement.
It seems, then, that Warby Parker's strategic offline expansion is not only driving in-store sales but also fueling online growth – demonstrating the powerful interplay between brick-and-mortar locations and digital engagement in strengthening customer loyalty and brand visibility.
For more Placer 100 Retail & Dining Index data, visit https://www.placer.ai/placer-100.
About the Placer.ai Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country.
Shopping centers started the year off strong with year-over-year growth across all mall formats analyzed: January 2025 visits increased by 5.5% for indoor malls and by 2.9% and 2.7% for open-air shopping centers and outlet malls, respectively, compared to January 2024. The January visit growth is particularly impressive given this year’s arctic blast which kept many consumers home for much of the month.
Relatively few mall-goers visit the mall twice (or more) in one month. Open-air shopping centers have the highest rate of returning monthly visitors – likely thanks to their extensive dining and entertainment options – but even this format only sees around a third of its visitors heading to an open-air shopping center more than once a month.
Comparing the share of returning visitors in January 2024 and 2025 for each format reveals that the share of returning (2+ times) visitors decreased YoY in January 2025, even as overall traffic increased. This means that last month’s visit growth was primarily driven by casual visitors, and could indicate that interest in malls is moving beyond regular patrons as the format now gains new customers – boding well for shopping centers’ potential in 2025.
Even though January visits increased YoY, traffic was still (expectedly) significantly lower than it was in December. The holidays are malls’ busiest season, and traffic between December 2024 and January 2025 dropped 36.1%, on average, across the three formats. And diving into the data reveals several shifts in audience profile and visitor behavior between December and January.
In terms of visitor behavior, dwell time across the three mall formats fell in January compared to December, indicating that all three shopping center types enjoy an increase in both the quantity and the quality of visits over the holiday season. The increase in dwell time in December seemed correlated with the increase in holiday visits: Outlet malls, which received the largest holiday visit boost, also had the biggest difference in dwell time between December and January (73.8 minutes compared to 68.7 minutes, or a 6.9% increase in dwell time in December). Meanwhile, open-air shopping centers, which received the smallest holiday visit boost, also saw the smallest difference in dwell time between December and January.
In terms of audience profile, the holidays seemed to drive more visits from members of households with children to all mall formats. This is likely due to several factors, including parents looking for a one-stop-shop for their gift lists and to the numerous family-friendly holiday activities offered by malls across the country, such as mall Santas and holiday markets.
The January 2025 Mall Index data suggests significant growth potential for malls in 2025. The increase in one-off visits may indicate that malls are attracting a broader audience, signaling an opportunity for retailers and shopping centers to convert these casual visitors into loyal customers. Will malls leverage this momentum to ensure that today’s occasional mall-goers become tomorrow’s repeat shoppers?
Visit placer.ai to find out.
The Kansas City Chiefs and the Philadelphia Eagles will face off in Super Bowl LIX on Sunday in a rematch of the Super Bowl two years ago. And on their journeys to the big game, each team hosted a conference championship in their home stadium – in both the 2023 and 2025 playoffs. How did the visitors to these games compare, and what might it mean for this Super Bowl sequel? Read on to find out.
The AFC and NFC Championships determine the teams that will play in the Super Bowl – and die hard fans travel from near and far to attend big games.
The AFC Championship in both 2023 (for the 2022 season) and 2025 (for the 2024 season) took place at GEHA Field at Arrowhead Stadium – home of the Kansas City Chiefs – with the Chiefs playing the Cincinnati Bengals in 2023 and the Buffalo Bills in 2025. In 2025, GEHA Field at Arrowhead Stadium saw an increased share of visitors traveling less than 30 miles to the stadium (45.1%), compared to 2023 (43.6%). Fans tend to rally around a winning team, and an increase in local attendees suggests a boost in support from the Chief’s core fanbase in the Kansas City, MO area as the team looked to take another step towards winning three straight Super Bowls. But the stadium also received an elevated share of attendees traveling 100-250 miles to the stadium in 2025 (24.7%) compared to 2023 (21.5%) – a distance that includes Omaha, NE, Tulsa, OK, and Wichita, KS – indicating that Chiefs Kingdom has also bolstered its strongholds somewhat further away over the last two years.
On the NFC side, the Philadelphia Eagles played at their home stadium – Lincoln Financial Field – in both the 2023 NFC Championship (for the 2022 season) against the San Francisco 49ers and the 2025 NFC Championship (for the 2024 season) against the Washington Commanders. And between 2023 and 2025, the share of visitors who traveled between 100-250 miles to Lincoln Financial Field doubled (from 6.0% to 12.0%) – likely thanks to the D.C. area fans who made the trip to cheer on the Washington Commanders in 2025. The share of attendees who traveled between 30-100 miles also increased in 2025 relative to 2023 (23.4% vs. 21.5%), which could reflect visitors from areas adjacent to Philadelphia and Washington D.C. who also support one of the two competing NFC East teams.
During the upcoming Super Bowl at Caesars Stadium in New Orleans, LA, neither team will have home-field advantage. But if past Super Bowls provide any indication, a sizable local audience is to be expected, along with fans traveling from the teams’ hometowns and other large population centers.
Analyzing the audience segmentation of the stadium visitors at the 2023 and 2025 AFC and NFC Championships can provide further insight into the fans that were in attendance – and those who might attend the Super Bowl.
Despite the geographical distance between GEHA Field at Arrowhead Stadium in the Midwest and Lincoln Financial Field in the Mid-Atlantic, their audiences during these high-profile contests were surprisingly similar. Trade area analysis of the two stadiums combined with the Spatial.ai: PersonaLive dataset revealed that the “Ultra Wealthy Families,” “Upper Suburban Diverse Families,” “Wealthy Suburban Families,” and “Young Professionals” segments were the largest audience groups in the captured markets of both stadiums for the 2023 and 2025 Conference Championships. (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.)
This suggests that despite regional differences and ticket-price differentials, for the biggest games, fans in the stands come from relatively similar households. This may also be the case for the Super Bowl, which rotates annually between NFL stadiums.
Moving on from the Conference Championships, the stakes will be even higher this coming Sunday at Super Bowl LIX. How will visitation and demographic patterns stack up?Visit Placer.ai to find out.
Malls have come a long way since their introduction to the world in the 1950s. These gleaming retail hubs promised shoppers a taste of the American dream, offering a third place for teens, families, and everyone in between to shop, socialize, and hang out.
And though malls have faced challenges in recent years, as e-commerce and pandemic-induced store closures led to shifts in consumer habits, the outlook is brightening. Malls have embraced innovation, incorporating enhanced entertainment, dining, and experiential offerings that attract a diverse range of visitors and redefine their purpose.
This white paper takes a look at the recent location intelligence metrics to gain an understanding of the changes taking place at malls across the country – including both indoor malls and open-air shopping centers. The report explores questions like: Why do malls experience foot traffic bumps during the summer months? How much of an impact do movie theaters have on mall visits, and what can mall operators learn from the Mall of America and American Dream malls’ focus on experiential entertainment?
Mall visitation is highly seasonal, with strikingly consistent monthly visitation patterns. Each year, visits decline somewhat in February, pick up in March, and begin to trend upward again in May – before peaking again in August. Then, after a slower September and October, foot traffic skyrockets during the holiday season, spiking dramatically in December.
And while these trends follow similar patterns every year, comparing monthly visits throughout 2019, 2023, and 2024 (YTD) to each year’s own January baseline shows that this seasonality is growing more pronounced - especially for indoor malls.
Following a lackluster 2023, visits to both indoor malls and open-air shopping centers peaked higher in March 2024 than in 2019. And this summer, indoor malls in particular saw a much larger visit boost than in previous years. In August 2024, for example, visits to indoor malls were 27.3% higher than in January 2024 – a substantially higher baseline jump than that seen either in August 2019 (17.0%) or in August 2023 (12.0%). And though open-air shopping centers experienced a smaller summer visit boost, they too saw a bigger bump this year than in 2019 or in 2023.
But malls aren’t just seeing larger visit spikes this year relative to their January baselines – they are also drawing bigger crowds than they did in 2023.
Between June and August 2024, indoor malls and open-air shopping centers both experienced year-over-year (YoY) visit growth. Indoor malls saw the largest YoY foot traffic boost (3.7%) – perhaps owing in part to 2024’s record-breaking heat, which led many patrons to seek refuge in air conditioned spaces. Still, open-air shopping centers, which feature plenty of air conditioned stores and restaurants, also enjoyed a YoY visit boost of 2.8% during the analyzed period.
Malls’ strong summer baseline and YoY foot traffic growth built upon the strong performance seen during most of 2024 so far, leading to the question: What is driving malls’ positive momentum? We delve into some of the factors propelling these changes below.
One offering that continues to play a significant role in driving foot traffic to malls is on-site movie theaters. Summer blockbuster releases, in particular, help attract crowds to theaters, in turn boosting overall visits to malls.
Much like malls, movie theaters have also proven their resilience over the past few years. While pundits fretted about the theater’s impending death, production houses were busy releasing blockbuster after blockbuster and shattering box-office records at an impressive clip. And while 2023 was certainly a banner year for blockbuster summer releases, 2024 has had its fair share of stunning box-office successes, leading to major visit boosts at theaters across the country.
Analyzing visits to malls with and without movie theaters highlights the impact of these summer Hollywood hits. Between June and August 2024, malls with theaters saw bigger visit boosts compared to a monthly year-to-date (YTD) average than malls without – an effect observed both for indoor malls and for open-air shopping centers.
For both mall types, the gap between centers with and without movie theaters was most pronounced in July 2024, likely owing to the release of Inside Out 2 in mid-June as well as the July releases of Deadpool & Wolverine and Twister. But in June and August 2024, too, centers with movie theaters sustained particularly impressive visit boosts – a solid sign that movie theaters and malls remain a winning combination.
Malls with movie theaters also drew higher shares of evening visits (7:00 PM - 10:00 PM) this summer than those without. Between June and August 2024, for example, evening outings accounted for 22.9% of visits to open-air shopping centers with movie theaters – compared to 18.2% of visits to centers without theaters. Indoor malls with theaters also saw a larger share of evening visits than those without – 18.1% compared to 15.0%.
This increase in evening traffic is likely driven by major summer movie releases and the flexibility of summer schedules, with many visitors – including families – taking advantage of late-night outings without the concern of early wakeup calls. These summer visitation trends benefit both theaters and malls, opening up opportunities for increased sales through concessions, promotions, and evening deals that attract a more relaxed and engaged crowd.
Analyzing the demographics of malls’ captured markets also reveals that centers with movie theaters are more likely to attract certain family-oriented segments than those without. (A mall’s captured market consists of the mall’s trade areas – the census block groups (CBGs) feeding visitors to the mall – weighted according to each CBG’s actual share of visits to the mall.)
Between June and August 2024, for example, 14.2% of the captured markets of open-air shopping centers with movie theaters were made up of “Wealthy Suburban Families” – compared to 9.7% for open-air shopping centers without theaters.
Indoor malls saw a similar pattern with regard to “Near-Urban Diverse Families”: Middle class families living in and around cities made up 9.0% of the captured markets of indoor malls with movie theaters, compared to 7.1% of the captured markets of those without.
This increase in foot traffic from middle-class and wealthy family segments can be a boon for malls and retail tenants – driving up food court profits and bolstering sales at stores with kid-friendly offerings.
Malls have long positioned themselves as destinations for summer entertainment as well as retail therapy, holding – in addition to back to school sales – events like Fourth of July celebrations and even indoor basketball and arena football games. And during the summer months, malls attract visitors from further away.
Between June and August 2024, indoor malls drew 18.2% of visitors from 30+ miles away – compared to just 16.7% during the first five months of the year. Similarly, open-air shopping centers drew 19.6% of visits from 30+ miles away during the summer, compared to 17.1% between January and May.
Extended daylight hours, summer trips away from home, and more free time are likely among the contributors to the summer draw for long-distance mall visitors. But in addition to their classic offerings – from movie theaters to stores and food courts – malls have also invested in other kinds of unique experiences to attract visitors. This next section takes a look at two mega-malls winning at the visitation game, to see what sets them apart.
The Minneapolis-based Mall of America opened in 1992, redefining the limits of what a mall could offer. The mall boasts hundreds of stores, games, rides, and more – and is constantly expanding its attractions, cementing its status as a top destination for retail and entertainment.
Between June and August 2024, Mall of America experienced a 13.8% YoY visit increase, far outperforming the 3.7% visit boost seen by the wider indoor mall space. And as a major tourist attraction – the mall hosted a series of Olympic-themed events throughout the summer – it also drew 41.6% of visits from 30+ miles away. This share of distant visitors was significantly higher than that seen at the mall during the first five months of 2024, and more than double the segment-wide summer average of 18.2%.
The Mall of America also seems to be attracting more upper-middle-class families during the summer than other indoor malls: Between June and August 2024, some 18.0% of Mall of America’s captured market consisted of “Upper Suburban Diverse Family Households” – a segment including upper-middle-class suburbanites – compared to just 11.1% for the wider indoor mall segment. The increased presence of these families at the Mall of America may be driven by the variety of events offered during the summer.
In 2019, the American Dream Mall in New Jersey opened and became the second-largest mall in the country. Since the mall opened its doors, it has also focused on blending retail and entertainment to draw in as wide a range of visitors as possible – and summer 2024 was no exception.
The mall hosted the Arena Football League Championship, ArenaBowl XXXIII, on Friday, July 19th. The event successfully attracted a higher share of visitors traveling from 30+ miles away compared to the average summer Friday – 35.4% compared to 25.7%.
Visits to the mall on the day of the championship were also 13.6% higher than the Friday visit average for the period between June and August 2024, showcasing the mall’s ability to draw in crowds by hosting major events.
Malls – both indoor and open-air – continue to evolve while playing a central role in the American retail landscape. Increasingly, malls are emerging as destinations for more than just shopping – especially during the summer – driving up foot traffic and attracting visitors from near and far. And while much is often said about the impact of holiday seasons on mall foot traffic, summer months offer another opportunity to boost mall visits. Malls that can curate experiences that resonate with their clientele can hope to see foot traffic growth – in the summer months and beyond.
New York City is one of the world’s leading commercial centers – and Manhattan, home to some of the nation's most prominent corporations, is at its epicenter. Manhattan’s substantial in-office workforce has helped make New York a post-pandemic office recovery leader, outpacing most other major U.S. hubs. And the plethora of healthcare, service, and other on-site workers that keep the island humming along also contribute to its thriving employment landscape.
Using the latest location analytics, this report examines the shifting dynamics of the many on-site workers employed in Manhattan and the up-and-coming Hudson Yards neighborhood. Where does today’s Manhattan workforce come from? How often do on-site employees visit Hudson Yards? And how has the share of young professionals across Manhattan’s different districts shifted since the pandemic?
Read on to find out.
The rise in work-from-home (WFH) trends during the pandemic and the persistence of hybrid work have changed the face of commuting in Manhattan.
In Q2 2019, nearly 60% of employee visits to Manhattan originated off the island. But in Q2 2021, that share fell to just 43.9% – likely due to many commuters avoiding public transportation and practicing social distancing during COVID.
Since Q2 2022, however, the share of employee visits to Manhattan from outside the borough has rebounded – steadily approaching, but not yet reaching, pre-pandemic levels. By Q2 2024, 54.7% of employee visits to Manhattan originated from elsewhere – likely a reflection of the Big Apple’s accelerated RTO that is drawing in-office workers back into the city.
Unsurprisingly, some nearby boroughs – including Queens and the Bronx – have seen their share of Manhattan worker visits bounce back to what they were in 2019, while further-away areas of New York and New Jersey continue to lag behind. But Q2 2024 also saw an increase in the share of Manhattan workers commuting from other states – both compared to 2023 and compared to 2019 – perhaps reflecting the rise of super commuting.
Commuting into Manhattan is on the rise – but how often are employees making the trip? Diving into the data for employees based in Hudson Yards – Manhattan’s newest retail, office, and residential hub, which was officially opened to the public in March 2019 – reveals that the local workforce favors fewer in-person work days than in the past.
In August 2019, before the pandemic, 60.2% of Hudson Yards-based employees visited the neighborhood at least fifteen times. But by August 2021, the neighborhood’s share of near-full-time on-site workers had begun to drop – and it has declined ever since. In August 2024, only 22.6% of local workers visited the neighborhood 15+ times throughout the month. Meanwhile, the share of Hudson Yards-based employees making an appearance between five and nine times during the month emerged as the most common visit frequency by August 2022 – and has continued to increase since. In August 2024, 25.0% of employees visited the neighborhood less than five times a month, 32.5% visited between five and nine times, and 19.2% visited between 10 and 14 times.
Like other workers throughout Manhattan, Hudson Yards employees seem to have fully embraced the new hybrid normal – coming into the office between one and four times a week.
But not all employment centers in the Hudson Yards neighborhood see the same patterns of on-site work. Some of the newest office buildings in the area appear to attract employees more frequently and from further away than other properties.
Of the Hudson Yards properties analyzed, Two Manhattan West, which was completed this year, attracted the largest share of frequent, long-distance commuters in August 2024 (15.3%) – defined as employees visiting 10+ times per month from at least 30 miles away. And The Spiral, which opened last year, drew the second-largest share of such on-site workers (12.3%).
Employees in these skyscrapers may prioritize in-person work – or have been encouraged by their employers to return to the office – more than their counterparts in other Hudson Yards buildings. Employees may also choose to come in more frequently to enjoy these properties’ newer and more advanced amenities. And service and shift workers at these properties may also be coming in more frequently to support the buildings’ elevated occupancy.
Diving deeper into the segmentation of on-site employees in the Hudson Yards district provides further insight into this unique on-site workforce.
Analysis of POIs corresponding to several commercial and office hubs in the borough reveals that between August 2019 and August 2024, Hudson Yards’ captured market had the fastest-growing share of employees belonging to STI: Landscape's “Apprentices” segment, which encompasses young, highly-paid professionals in urban settings.
Companies looking to attract young talent have already noticed that these young professionals are receptive to Hudson Yards’ vibrant atmosphere and collaborative spaces, and describe this as a key factor in their choice to lease local offices.
Manhattan is a bastion of commerce, and its strong on-site workforce has helped lead the nation’s post-pandemic office recovery. But the dynamics of the many Manhattan-based workers continues to shift. And as new commercial and residential hubs emerge on the island, workplace trends and the characteristics of employees are almost certain to evolve with them.
The restaurant space has experienced its fair share of challenges in recent years – from pandemic-related closures to rising labor and ingredient costs. Despite these hurdles, the category is holding its own, with total 2024 spending projected to reach $1.1 trillion by the end of the year.
And an analysis of year-over-year (YoY) visitation trends to restaurants nationwide shows that consumers are frequenting dining establishments in growing numbers – despite food-away-from-home prices that remain stubbornly high.
Overall, monthly visits to restaurants were up nearly every month this year compared to the equivalent periods of 2023. Only in January, when inclement weather kept many consumers at home, did restaurants see a significant YoY drop. Throughout the rest of the analyzed period, YoY visits either held steady or grew – showing that Americans are finding room in their budgets to treat themselves to tasty, hassle-free meals.
Still, costs remain elevated and dining preferences have shifted, with consumers prioritizing value and convenience – and restaurants across segments are looking for ways to meet these changing needs. This white paper dives into the data to explore the trends impacting quick-service restaurants (QSR), full-service restaurants (FSR), and fast-casual dining venues – and strategies all three categories are using to stay ahead of the pack.
Overall, the dining sector has performed well in 2024, but a closer look at specific segments within the industry shows that fast-casual restaurants are outperforming both QSR and FSR chains.
Between January and August 2024, visits to fast-casual establishments were up 3.3% YoY, while QSR visits grew by just 0.7%, and FSR visits fell by 0.3% YoY. As eating out becomes more expensive, consumers are gravitating toward dining options that offer better perceived value without compromising on quality. Fast-casual chains, which balance affordability with higher-quality ingredients and experiences, have increasingly become the go-to choice for value-conscious diners.
Fast-casual restaurants also tend to attract a higher-income demographic. Between January and August 2024, fast-casual restaurants drew visitors from Census Block Groups (CBGs) with a weighted median household income of $78.2K – higher than the nationwide median of $76.1K. (The CBGs feeding visits to these restaurants, weighted to reflect the share of visits from each CBG, are collectively referred to as their captured market).
Perhaps unsurprisingly, quick-service restaurants drew visitors from much less affluent areas. But interestingly, despite their pricier offerings, full-service restaurants also drew visitors from CBGs with a median HHI below the nationwide baseline. While fast-casual restaurants likely attract office-goers and other routine diners that can afford to eat out on a more regular basis, FSR chains may serve as special occasion destinations for those with more moderate means.
Though QSR, FSR, and fast-casual spots all seek to provide strong value propositions, dining chains across segments have been forced to raise prices over the past year to offset rising food and labor costs. This next section takes a look at several chains that have succeeded in raising prices without sacrificing visit growth – to explore some of the strategies that have enabled them to thrive.
The fast-casual restaurant space attracts diners that are on the wealthier side – but some establishments cater to even higher earners. One chain of note is NYC-based burger chain Shake Shack, which features a captured market median HHI of $94.3K. In comparison, the typical fast-casual diner comes from areas with a median HHI of $78.2K.
Shake Shack emphasizes high-quality ingredients and prices its offerings accordingly. The chain, which has been expanding its footprint, strategically places its locations in affluent, upscale, and high-traffic neighborhoods – driving foot traffic that consistently surpasses other fast-casual chains. And this elevated foot traffic has continued to impress, even as Shake Shack has raised its prices by 2.5% over the past year.
Steakhouse chain Texas Roadhouse has enjoyed a positive few years, weathering the pandemic with aplomb before moving into an expansion phase. And this year, the chain ranked in the top five for service, food quality, and overall experience by the 2024 Datassential Top 500 Restaurant Chain.
Like Shake Shack, Texas Roadhouse has raised its prices over the past year – three times – while maintaining impressive visit metrics. Between January and August 2024, foot traffic to the steakhouse grew by 9.7% YoY, outpacing visits to the overall FSR segment by wide margins.
This foot traffic growth is fueled not only by expansion but also by the chain's ability to draw traffic during quieter dayparts like weekday afternoons, while at the same time capitalizing on high-traffic times like weekends. Some 27.7% of weekday visits to Texas Roadhouse take place between 3:00 PM and 6:00 PM – compared to just 18.9% for the broader FSR segment – thanks to the chain’s happy hour offerings early dining specials. And 43.3% of visits to the popular steakhouse take place on Saturdays and Sundays, when many diners are increasingly choosing to splurge on restaurant meals, compared to 38.4% for the wider category.
Though rising costs have been on everybody’s minds, summer 2024 may be best remembered as the summer of value – with many quick-service restaurants seeking to counter higher prices by embracing Limited-Time Offers (LTOs). These LTOs offered diners the opportunity to save at the register and get more bang for their buck – while boosting visits at QSR chains across the country.
Limited time offers such as discounted meals and combo offers can encourage frequent visits, and Hardee’s $5.99 "Original Bag" combo, launched in August 2024, did just that. The combo allowed diners to mix and match popular items like the Double Cheeseburger and Hand-Breaded Chicken Tender Wraps, offering both variety and affordability. And visits to the chain during the month of August 2024 were 4.9% higher than Hardee’s year-to-date (YTD) monthly visit average.
August’s LTO also drove up Hardee’s already-impressive loyalty rates. Between May and July 2024, 40.1% to 43.4% of visits came from customers who visited Hardee’s at least three times during the month, likely encouraged by Hardee’s top-ranking loyalty program. But in August, Hardee’s share of loyal visits jumped to 51.5%, highlighting just how receptive many diners are to eating out – as long as they feel they are getting their money’s worth.
McDonald’s launched its own limited-time offer in late June 2024, aimed at providing value to budget-conscious consumers. And the LTO – McDonald’s foray into this summer’s QSR value wars – was such a resounding success that the fast-food leader decided to extend the deal into December.
McDonald’s LTO drove foot traffic to restaurants nationwide. But a closer look at the chain’s regional captured markets shows that the offer resonated particularly well with “Young Urban Singles” – a segment group defined by Spatial.ai's PersonaLive dataset as young singles beginning their careers in trade jobs. McDonald's locations in states where the captured market shares of this demographic surpassed statewide averages by wider margins saw bigger visit boosts in July 2024 – and the correlation was a strong one.
For example, the share of “Young Urban Singles” in McDonald’s Massachusetts captured market was 56.0% higher than the Massachusetts statewide baseline – and the chain saw a 10.6% visit boost in July 2024, compared to the chain's statewide H1 2024 monthly average. But in Florida, where McDonald’s captured markets were over-indexed for “Young Urban Singles” by just 13% compared to the statewide average, foot traffic jumped in July 2024 by a relatively modest 7.3%.
These young, price-conscious consumers, who are receptive to spending their discretionary income on dining out, are not the sole driver of McDonald’s LTO foot traffic success. Still, the promotion’s outsize performance in areas where McDonald’s attracts higher-than-average shares of Young Urban Singles shows that the offering was well-tailored to meet the particular needs and preferences of this key demographic.
While QSR, fast-casual, and FSR chains have largely boosted foot traffic through deals and specials, reputation is another powerful way to attract diners. Restaurants that earn a coveted Michelin Star often see a surge in visits, as was the case for Causa – a Peruvian dining destination in Washington, D.C. The restaurant received its first Michelin Star in November 2023, a major milestone for Chef Carlos Delgado.
The Michelin Star elevated the restaurant's profile, drawing in affluent diners who prioritize exclusivity and are less sensitive to price increases. Since the award, Causa saw its share of the "Power Elite" segment group in its captured market increase from 24.7% to 26.6%. Diners were also more willing to travel for the opportunity to partake in the Causa experience: In the six months following the award, some 40.3% of visitors to the restaurant came from more than ten miles away, compared to just 30.3% in the six months prior.
These data points highlight the power of a Michelin Star to increase a restaurant’s draw and attract more affluent audiences – allowing it to raise prices without losing its core clientele. Wealthier diners often seek unique culinary experiences, where price is less of a concern, making these establishments more resilient to inflation than more venues that serve more price-sensitive customers.
Dining preferences continue to evolve as restaurants adapt to a rapidly changing culinary landscape. From the rise in fast-casual dining to the benefits of limited-time offers, the analyzed restaurant categories are determining how to best reach their target audiences. By staying up-to-date with what people are eating, these restaurant categories can hope to continue bringing customers through the door.
