.svg)
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.
In February 2025, foot traffic to the Placer 100 Index for Retail & Dining declined by 4.7% year over year (YoY), marking the steepest drop in the past twelve months. And although the comparison to a 29-day February in 2024 drove most of the dip, other factors also contributed to the negative trend. Shaky consumer confidence may have caused some consumers to cut down on shopping and dining out. And the severe winter storms and polar vortex that impacted much of the United States last month likely contributed significantly to the decline, especially given the comparison to an unusually mild February 2024.
An analysis of February 2025 foot traffic trends across the continental United States highlights the likely impact of last month’s extreme weather on retail and dining visitation patterns. While February 2025 was slightly warmer than average nationwide, temperature fluctuations varied significantly by region. Parts of the Southwest and Southeast experienced unusually high temperatures, whereas the Midwest, Central, and Northeast regions faced successive snow storms and sharp temperature drops. These regions also experienced the steepest foot traffic declines, with Kansas seeing the largest drop (-9.0%). By contrast, states with milder climates – such as New Mexico, California, Arizona, and Florida – experienced more modest decreases in visits, though they were still affected by February 2025’s shorter calendar.
Still, even amidst the inclement weather, some chains bucked the trend, enjoying YoY visit boosts last month. Chili’s Grill & Bar maintained its top position for both total visits and average visits per location, continuing the winning streak it sparked with its enhanced 3 For Me value meal in late April 2024. Barnes & Noble also did well, as did value-oriented top performers like Crunch Fitness, Aldi, Trader Joe’s, Five Below, and Ollie’s Bargain Outlet. CVS and LA Fitness also saw positive YoY average visit-per-location growth, highlighting the success of recent rightsizing moves. And several other chains, including California-based In-N-Out Burger, also emerged ahead of the pack.
Bath & Body Works was another major retailer to claim a top spot in February’s Placer 100 Index, with both overall visits (+8.7%) and average visits per location (+6.6%) elevated YoY – bolstered in part by a wildly successful Disney collaboration that clearly resonated.
On February 16th, 2024, the body care and fragrances retailer launched a line of Disney Princess-inspired fragrances, available both in-store and online. Enthusiastic fans of Cinderella, Tiana, Ariel, Belle, Moana, and Jasmine flocked to the chain, resulting in a remarkable 69.3% increase in visits on the launch day compared to an average year-to-date Sunday. And traffic remained elevated on the following Sunday as well (+10.0%), underscoring the power of a well-chosen collab to overcome headwinds and draw crowds.
The February 2025 Placer 100 Index highlights how severe winter weather can significantly impact foot traffic, with the hardest-hit regions experiencing the steepest declines. But the performance of chains like Chili's and Bath & Body Works shows the power of strategic initiatives, such as value deals and compelling collaborations, to maintain strong visit numbers in the face of challenges. What lies ahead for retail and dining in the rest of 2025?
Follow Placer.ai's data-driven retail analyses to find out.
Discount and Dollar Stores specialize in bargain discretionary offerings –but their role as go-to destinations for essentials is not to be overlooked. We dove into the data for Dollar General, Dollar Tree, and Five Below to find out what drove their success in 2024 and what may lie ahead for the chains in 2025.
In 2024, Dollar General, Dollar Tree, and Five Below continued to expand their real estate footprints, contributing to the chains’ YoY visit growth.
Since the start of H2 2024, all three chains saw consistent monthly visit increases compared to the previous year, contributing to overall YoY traffic increases of 5.1%, 5.2%, and 12.8% for Dollar General, Dollar Tree, and Five Below, respectively. And the visit growth has continued in 2025. (The February 2025 minor visit YoY gap for Dollar General can be attributed to the calendar shift and comparison to a 29-day February in 2024).
As Dollar General, Dollar Tree, and Five Below plan to continue investing in their physical footprints in 2025 by adding stores and remodeling existing ones, visits are likely to continue on a growth trajectory.
Diving into the consumer behavior of visitors to Dollar General, Dollar Tree, and Five Below reveals that at least some of the chains’ visit growth could be due to an increase in repeat visits.
Since Q1 2023, Dollar General, Dollar Tree, and Five Below’s average visits per visitor have steadily increased compared to the previous year. In other words, the chains’ visitors are visiting more frequently than they did in the past.
This pattern may be driven by consumers’ continued prioritization of value – a trend that doesn’t look to be abating in the near-term.
Discount and dollar stores have long been hailed as treasure hunt destinations for non-necessities, but drilling down to the daily visit date reveals that consumers may be turning to these retailers for more daily essentials.
In 2024, Dollar General, Dollar Tree, and Five Below’s shares of weekday visits (Monday-Thursday) increased compared to 2023. And Five Below, perhaps best-known for its discretionary offerings in mostly durable goods categories, saw the largest boost in weekday visits of the three chains (from 45.1% in 2023 to 46.4% in 2024). This could be evidence of growing demand in the retailer’s consumable categories like snacks, health, and beauty – essential products that consumers might need to replenish mid-week.
And in part to meet the demand for everyday essentials, Dollar General, Dollar Tree, and Five Below have expanded product assortments – perhaps positioning themselves for continued weekday visit growth.
Dollar and Discount in 2025
Dollar General, Dollar Tree, and Five Below’s success in 2024 was likely driven by a variety of factors including expanding store networks, consumers’ focus on value, and the rising demand for essentials. As these trends are likely to prevail in 2025, discount and dollar chains appear poised to sustain foot traffic growth.
For more data-driven retail 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 government buildings or mixed-use buildings that are both residential and commercial.
While headlines trumpeting an imminent return to traditional office life fueled by corporate mandates have become increasingly common in recent months, ground-level data reveals a more complex reality. Office building foot traffic indicates that the office recovery has slowed, with February visits down by 36.3% compared to pre-pandemic levels in February 2019. This data suggests that despite top-down pressure and RTO mandates at several major U.S. companies, hybrid and remote work models remain widespread.
Diving into the market-level data reveals that the nationwide average office occupancy metric was driven by relatively significant visit gaps across most analyzed cities, with the exception of New York City and Miami that continued to lead the return to office (RTO) trends, followed by Atlanta. Houston, Washington D.C., and Dallas all experienced year-over-five-year (Yo5Y) visit gaps of 34.6% to 38.4% – close to the nationwide average – while the Yo5Y office visit gaps for Boston, Los Angeles, and Denver was 43.5%, 45.1%, and 46.6%, respectively.
But one metric did stand out in the February data that could hint at a relatively localized RTO acceleration. For the first time since we started tracking the post-pandemic office recovery, San Francisco (47.5% Yo5Y visit gap) outperformed Chicago (48.5%) – perhaps indicating that RTO mandates in the tech world are beginning to move the needle in the country’s tech capital.
The slowing return to office (RTO) trends also emerge when analyzing the year-over-year (YoY) data. Although some visit gaps were to be expected given the comparison to a 29 day February in 2024, most cities – with the exception of Miami, Boston, and San Francisco – saw a larger dip in office visits than the approximately 3.5% visit gap that could be attributed to the calendar shift.
The dip in office visits compared to 2024 suggests that the RTO mandates are not having a significant impact on office occupancy patterns in most major cities and further underscore the enduring impact of remote and hybrid work models.
The RTO data reveals a complex and evolving landscape shaped by both corporate directives and the enduring preferences of a workforce that has experienced the flexibility and autonomy of remote work. At the same time, disparities between major cities – with New York and Miami in the lead and Chicago and San Francisco lagging behind – highlight the influence of local economic factors, industry concentrations, and perhaps even cultural preferences on office occupancy. As businesses continue to navigate this transition, a deeper understanding of these regional nuances and of the underlying drivers of in-person work will be crucial for companies looking to formulate RTO policies that best serve their broader goals.
For more data-driven insights, visit placer.ai.
This year is expected to present challenges for many restaurant operators, including (1) an uncertain macroeconomic environment; (2) growing encroachment from grocers, warehouse clubs, and convenience stores; and (3) difficulties connecting with consumers as they prioritize both value and convenience. Against this backdrop, Chipotle’s management is forecasting low- to mid-single-digit comparable sales growth for the full year. The company faces tough year-over-year (YoY) comparisons—our data shows a 4.2% increase in visits per location in 2024, placing Chipotle among the top-performing restaurant chains with more than 100 locations. However, despite the uncertain landscape, our data highlights several reasons why Chipotle may surpass this forecast.
Between 2020 and 2024, Chipotle introduced several new protein options that significantly contributed to its growth and customer engagement. In 2021, the launch of Smoked Brisket became a fan favorite, leading to its return in 2024 due to popular demand. The re-introduction of Chicken al Pastor also played a role in boosting visits, significantly lifting visits trends during the second quarter of 2024. These innovative protein additions have not only diversified Chipotle's menu but also resonated with customers, driving sales and enhancing the brand's market presence.
Chipotle introduced Honey Chicken as a limited-time protein option systemwide on March 7th 2025. According to management, Honey Chicken was the brand’s best-performing limited-time offer test, excelling in both early sensory testing and broader market trials. To validate this claim, we examined YoY visitation data for the 55 locations in Sacramento and 25 locations in Nashville where Honey Chicken was tested in the fall of 2024. Launched on August 27th, 2024, our data indicates an immediate boost in visits per location in Sacramento and sustained outperformance in Nashville.
While it’s difficult to extrapolate the success of a limited-time product nationwide based on its performance in a few test markets, our data indicates that Chipotle’s Honey Chicken will likley be among the best performing new product launches in 2025.
In recent years, Chipotle Mexican Grill has experienced notable success by expanding into smaller markets across the United States. This strategic move has led the company to increase its long-term goal from 6,000 to 7,000 North American locations, with many new restaurants opening in towns with populations around 40,000. These small-town locations have demonstrated unit economics comparable to or even surpassing those in larger markets.
Our data shows continued visit outperformance in smaller markets in 2024, with Chipotle locations in non top-25 markets seeing greater visits per location than locations in top 25 markets. And this strategic expansion sets the stage for continued outperformance as store openings in the company’s smaller markets continue to enter the comparable sales base in 2025.
Chipotle's “Chipotlane” format stores—which include a dedicated drive-thru lanes for digital order pickups—has significantly enhanced operational efficiency. According to management, Chipotlane location stores often see transactions completed in less than a minute, which compares favorably to traditional QSR drive-thru times. This swift service has led to a 10%-15% increase in sales at Chipotlane-equipped locations compared to traditional formats. Chipotle now has more than 1,000 Chipotlane locations, with plans to include this feature in the majority of new restaurants, aiming for an annual unit growth of 8% to 10%.
We grouped the first 100 Chipotlane locations with our data to better understand the impact on throughput and operational efficiency. Our data indicates that Chipotlane locations outperformed the chain average by a meaningful amount – especially during peak lunch and dinner hours – adding further support for the company’s potential outperformance in the year ahead.
Overall, while 2025 presents a challenging landscape for the restaurant industry, Chipotle appears well-positioned to navigate these headwinds and potentially exceed its growth expectations. The company’s proven track record of successful menu innovations, along with the promising early results of Honey Chicken, demonstrate its ability to resonate with consumers. Additionally, Chipotle's strategic expansion into smaller markets and the continued rollout of Chipotlane locations are key drivers that could boost visitation and operational efficiency. Despite a difficult macroeconomic environment and increased competition, Chipotle’s combination of menu innovation, market expansion, and enhanced convenience through Chipotlanes sets the stage for continued success in 2025.
Allbirds rose to prominence during the direct-to-consumer (DTC) boom, quickly gaining a loyal following. However, the brand faced challenges in recent years and, in 2024, made a strategic pivot to optimize its store fleet and significantly rightsize its retail footprint. How has this shift impacted foot traffic? We took a closer look.
Allbirds closed almost a third of its U.S. store fleet in the first three quarters of 2024 – downsizing from 45 U.S. stores at the end of 2023 to 31 stores as of September 2024 – leading to expected declines in overall visit numbers. But as the number of Allbirds stores in operation fell, visits per location increased steadily – suggesting that the company is successfully consolidating its physical footprint and funneling visitors to its most successful stores.
While Allbirds has locations in a number of states across the country, its main stronghold remains its home state of California. And diving into the visit data reveals that its rightsizing strategy has paid off handsomely in the state, with YoY visits per location surging by 28.2% in January 2025 compared to 19.8% YoY growth nationwide, suggesting that Allbirds is successfully optimizing its footprint to focus on high-performing markets.
Rightsizing typically allows brands to focus on their best-performing markets – and it looks like Allbirds has succeeded in that regard. Between January 2024 and January 2025, the median household income (HHI) in Allbirds’ captured market rose from $108.5K to $125.6K. Similarly, the share of "Educated Urbanites" and "Ultra-Wealthy Families" Spatial.ai: PersonaLive segments increased, indicating that the brand is now catering to a more affluent visitor base that could help it weather economic uncertainties and wider retail challenges.
Allbirds’ strategic repositioning seems to be delivering some of the desired results. By focusing efforts on high-performance locations and the shopper experience, the brand is seeing higher visits per location and a more engaged customer base.
Will Allbirds continue to soar?
Visit Placer.ai to find out.
Last year was a leap year, so February 2025 had one less day than February 2024 – leading to dips in year-over-year (YoY) monthly comparisons across the board, including in the mall space.
But comparing YoY at average daily visits – a more accurate analysis of YoY performance when comparing a regular year to a leap year – reveals that visits to indoor malls and open-air shopping centers held relatively stable in February 2025, despite the sharp drop in consumer confidence. And both mall types outperformed the wider retail YoY average – highlighting the ongoing resilience of the retail format.
Meanwhile, outlet malls continued lagging behind both overall retail numbers and the other two mall types. This mall type tends to attract a slightly lower-income visitor base, which could be more susceptible to economic uncertainties – and outlet mall shoppers may have avoided long travels in the cold, preferring to look for discounted items online or in off-price stores closer to home.
Malls’ unique position as both shopping centers and entertainment hubs likely contributed to malls’ stable February visitation patterns amidst the wider consumer headwinds. All three mall types saw significant visit increases on Valentine’s Day (February 14th) along with a rise in the share of evening (7 PM to 10 PM) visits. At the same time, only outlet malls saw a slight increase in the share of shorter visits (under 30 minutes) on Valentine’s Day.
This data suggests that malls played a role in many consumers’ Valentine’s Day celebrations – both in serving as a one-stop shop for gifts and as a centralized place with a variety of dining and entertainment options for the perfect Valentine’s date night.
The steady February foot traffic coupled with strong engagement on key holidays like Valentine’s Day underscores the enduring role of malls as more than just shopping destinations. As we move further into 2025, the ability of malls to adapt and cater to evolving consumer behaviors will remain a critical factor in their continued success.
For more data-driven retail insights visit placer.ai.
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.
