.svg)
The same macroeconomic forces pressuring other retail sectors are fueling demand for auto parts: With the U.S. light vehicle fleet now averaging 12.8 years – up from 11.6 in 2019 – and many households delaying new car purchases, aftermarket maintenance has become more essential than ever. And while discretionary upgrades may be postponed, core failure and replacement parts continue to see robust demand. Though tariff-related uncertainty continues to loom, leading retailers report they have managed the impact effectively so far.
Against this backdrop, we dove into the data to check in with AutoZone, O’Reilly Auto Parts, and Advance Auto Parts. How did they fare in Q2 2025? And what awaits them the rest of the year?
AutoZone, the sector's largest chain, continues to expand while growing its customer base. Over the past six years, AutoZone has steadily increased its store count, leaning into growing demand without diluting location-level traffic. Year over year (YoY) too, the chain saw significant visit growth between March and May 2025 – and while June showed some softening, July and August visits remained essentially flat versus 2024, demonstrating stability during the chain’s busy summer maintenance season.
This robust foot traffic performance aligns with the company's recent financials. In its last reporting period (ending May 10, 2025), AutoZone posted a solid 5.0% year-over-year increase in U.S. comparable sales. Commercial performance was especially strong – Do-It-For-Me (DIFM) sales jumped 10.7%, while DIY sales grew 3.0% YoY. And management emphasized that tariff-related impacts have been minimal so far.
O'Reilly Auto Parts is also executing on an impressive expansion strategy. In Q2 2025, overall visits to O’Reilly climbed 4.6% YoY, with same store visits up 3.0%. Compared to 2019, both total and per-location foot traffic has steadily increased, demonstrating the company’s success in combining aggressive growth with operational efficiency.
And in its last reporting quarter, the company posted a 4.1% increase in comparable store sales, with robust performance across both DIY and professional channels. Total sales revenue reached a record $4.53 billion – a 6.0% increase versus last year. The company also noted a modest pricing lift tied to tariffs but emphasized that overall demand trends remain strong.
Advance Auto Parts, for its part, is restructuring to compete more effectively. During the quarter ending July 12th, 2025, net sales fell 7.7% year-over-year, partly due to planned store closures. Still, signs of stabilization are emerging: Comparable-store sales edged up 0.1%, indicating that core demand remains healthy.
And recent foot traffic provides further evidence that the company’s rightsizing strategy is beginning to bear fruit. Same-store traffic declines were narrower than the chain’s overall visit gap – just -1.5% YoY in July and -2.4% in August – suggesting that consolidation is helping shore up performance at remaining locations. At the same time, Advance is modernizing its supply chain to accelerate deliveries and strengthen its DIFM offerings – which, as with its peers, serves as a critical growth anchor for the chain. While it remains to be seen if these moves will drive sustained recovery amid shifting tariff pressures, Advance has restored profitability while implementing its strategic turnaround.
The auto parts sector remains robust, driven by an aging vehicle fleet and delayed new car purchases. And though tariff uncertainty remains, AutoZone, O’Reilly, and Advance are thus far navigating the new cost environment without major disruption. As 2025 unfolds, the second half of the year will show whether higher new-car prices push more consumers into aftermarket maintenance – and how customers, particularly in the DIY segment, respond if retailers need to pass through additional price increases.
For the most up-to-date retail visit data, check out Placer.ai's free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more
This year has posed challenges for limited-service dining chains as inflation and higher prices continued to weigh on consumer traffic. We analyzed visitation trends in 2025 so far across major segments to better understand which categories are holding up – and which may need to adjust strategies.
This year brought significant challenges for the limited-service dining industry, as persistent price increases kept many would-be diners at home. Even industry giants like McDonald’s reported declines in same-store sales as lower- and middle-income consumers pulled back spending. Yet several categories, including the ever-impressive chicken segment, managed to buck the trend.
The chart below highlights the differences in YoY foot traffic for major limited service dining concepts in H1 2025. Pizza, burger, and sandwich chains experienced declines, while coffee, chicken, and Mexican-inspired concepts emerged as the growth drivers in terms of overall visit increases.
These segments were likely aided by aggressive unit expansion and consumer preferences shifting toward more affordable, customizable, and protein-forward options. Coffee continues to hold steady as a daily staple, while chicken and Mexican-inspired operators are capturing demand for protein-forward and customizable formats.
However, per-location data tempers this growth narrative. Visits per store declined across every major category – even those with overall visit increases – indicating that expansion may be outpacing underlying demand and pushing the segment toward potential oversaturation.
Recent summer data underscores the cautionary signals. Year-over-year traffic growth for coffee, chicken, and Mexican-inspired concepts was weaker in July than in the first half of the year. By August, declines had spread across nearly every category – with chicken chains in particular seeing a dip in traffic and an even steeper drop in average visits per location – leaving coffee as the only segment to sustain growth.
This broader slowdown in limited-service dining, combined with persistent economic uncertainty, suggests that consumers may be scaling back restaurant spending – even in categories traditionally viewed as more budget-friendly.
While 2025 has been marked by volatility, the underlying consumer appetite for convenient, protein-forward, and customizable dining is helping some limited-service segments stay ahead of the pack. Still, visit per location data suggests that expansion plans may need to be put on ice for the next few quarters.
Instead, operators that focus on menu innovation, building loyalty, and driving higher output per store stand to capture demand when economic pressures ease. As confidence rebounds, concepts that have expanded strategically may be especially well positioned to benefit from renewed consumer traffic.
For the most up-to-date dining data, check out Placer.ai’s free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
After a strong spring for mall traffic, momentum slowed over the summer. As the chart below shows, visits in June declined year-over-year across all three formats, while July and August traffic leveled off.
Yet, even in this softer environment, indoor malls stood out as the only format to register growth – albeit modest – in both July and August. At the same time, outlet malls managed to close their YoY visit gap, likely buoyed by families looking to save on back-to-school shopping. This trend also points to the potential for a rebound in the format, as consumers’ growing focus on value continues to shape shopping behaviors in new ways.
A softer Labor Day capped off the slower summer, with slight dips in visits across all three mall formats compared to Labor Day weekend 2024 (though indoor malls continued to lead with the smallest YoY visit gap). Outlet malls saw the biggest drop, which combined with their flat August performance, suggests that shoppers frequented outlets earlier in the month rather than holding off for Labor Day promotions.
Taken together, these trends indicate that the summer slowdown was not simply the result of consumers holding back for holiday sales. Instead, with sentiment weakening, shoppers appear to be reducing discretionary purchases that typically drive mall traffic, or looking for better value on a routine basis rather than waiting for special sales.
The decline in average mall visit length offers another indicator of softening consumer sentiment and a cutting back on discretionary purchases. Visit length plummeted over the pandemic as consumers tried to limit their time spent in enclosed spaces, but the average visit duration to malls rose in 2023 and again in 2024 – suggesting that malls were slowly regaining their role as destinations for leisure, dining, and extended shopping trips.
The drop in August 2025, however, signals a reversal of that momentum, perhaps reflecting heightened consumer caution and a renewed focus on efficiency and essentials over browsing and discretionary spending.
Malls’ strong visitation trends just a few months ago caution against drawing overly dire conclusions, and the softer summer may represent a temporary reset rather than a lasting shift. Seasonal headwinds, travel, and consumer caution likely weighed on recent performance, while the steady resilience of indoor malls points to enduring shopper demand for in-person experiences. Outlet malls' success in closing their visit gap also adds reason for optimism.
The upcoming holiday season offers malls a chance to regain momentum and recapture consumer attention. While recent trends highlight caution and shorter visit durations, they also underscore consumers’ growing appetite for value and convenience – dynamics that indoor and outlet malls are uniquely positioned to meet. By pairing value-driven promotions with engaging experiences and festive activations, malls can reassert their role as destinations not just for shopping, but for leisure and community during the holidays. This combination positions shopping centers to benefit from seasonal demand, even as consumers remain more selective with discretionary spending.
For more data-driven consumer insights, visit placer.ai/anchor
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more
After a period of robust growth following COVID, the eatertainment sector has slowed. Rising prices and economic uncertainty have led many consumers to tighten their budgets, cutting back on discretionary activities. But Q2 2025 data points to an emerging trend that could reshape the industry's trajectory: unlimited-play subscription models that drive repeat visits to major chains.
Eatertainment’s leading brands have followed very different trajectories since 2019. Topgolf and Dave & Buster’s expanded significantly after COVID, driving overall visits above 2019 levels and outperforming the broader full-service restaurant (FSR) segment. By Q2 2025, Topgolf’s systemwide foot traffic was up 59.2% compared to the same period in 2019, while Dave & Buster’s overall visits rose 7.1%. However, both chains began to slow at the unit level in 2022 as inflation weighed on household budgets.
Chuck E. Cheese, meanwhile, shuttered dozens of locations after its 2020 bankruptcy. But in mid-2024, the brand’s systemwide and per-location visits began rebounding significantly, surpassing even the broader FSR segment by Q1 2025.
Chuck E. Cheese’s resurgence can be traced to a revamped Summer Fun Pass program launched in the summer of 2024. By offering unlimited play, the company drove a dramatic increase in repeat visits – and the model proved so successful that the company extended it year-round, fueling sustained visit growth that continued into 2025.
Between March and May 2025, per-location visits to Chuck E. Cheese surged 17.6% to 23.0% year over year (YoY), before stabilizing in June and July as the chain began lapping its extraordinary 2024 performance. Importantly, this plateau doesn’t indicate decline – instead, it highlights Chuck E. Cheese’s ability to maintain traffic levels that seemed unimaginable just two years ago.
Chuck E. Cheese’s loyalty surge also shows no signs of abating. In June 2024 12.0% of visitors came in at least twice during the month – up from 7.2% to 8.0% the previous summer. And although repeat visitation dipped somewhat when school resumed in the fall, it remained elevated YoY and rebounded again this summer.
Topgolf has long relied on expansion to drive growth. But even as overall foot traffic has continued surging past pre-COVID benchmarks, visits per location began declining in 2022.
Recent data, however, suggests this dynamic is shifting. Since May, the chain has posted high single-digit per-location YoY growth – a clear indicator of unit-level recovery. And though same-venue sales still fell 6.0% last quarter, the company raised its guidance, signaling an improved outlook.
Here too, loyalty metrics point to the central role of Topgolf’s revived Summer Fun Pass in reigniting traffic by offering value-conscious consumers more affordable access to its premium experience. Though the gains are smaller than those seen by Chuck E. Cheese’s, they still mark a meaningful step in Topgolf’s recovery.
Dave & Buster’s flagship chain continues to lag peers on YoY visitation, with Q2 2025 traffic below 2024 levels. Still, visit data for May to July 2025 points to an improving trend, aligning with the company’s recent report of better comp sales in June.
Once again, progress appears tied to a new subscription model – Dave & Buster’s first-ever Summer Season Pass. Priced similarly to last year’s new Winter Pass, but timed to coincide with school and college vacations, the summer program significantly boosted repeat visits and strengthened customer engagement. And although per-location traffic at Dave & Buster’s remains a challenge, the brand’s growing loyalty base and expanding footprint give it a foundation for steady, sustainable growth.
Much like gym memberships, affordable flat fees for gameplay at eatertainment venues allow budget-conscious consumers to stretch their dollars by visiting more often. And these subscription-based models appear to be resonating with consumers in 2025.
But the model comes with its own challenges. For Chuck E. Cheese, Topgolf, and Dave & Buster’s, the key test will be turning higher visitation into greater spend. Converting traffic gains into food, beverage, and event revenue – without eroding margins – will ultimately determine whether subscription-driven loyalty can deliver sustainable long-term growth.
For more data-driven consumer insights, visit placer.ai/anchor.
Starbucks launched its latest fall menu on August 26th, 2025, which included the fan-favorite Pumpkin Spice Latte (PSL). How did the return of the anticipated beverage impact visits this year? We dove into the data to find out.
The fall menu launch and PSL return drove significant visit spikes to Starbucks, as shown in the chart below. And traffic on this year's PSL launch was nearly identical to 2024 levels – highlighting the remarkable consistency of the seasonal offering that has now become a cultural staple. The ability of the PSL to drive traffic at scale – even after two decades – underscores its unique role in Starbucks' playbook.
While the PSL's appeal is coast-to-coast, enthusiasm varies geographically.
The map below plots the increase in Starbucks visits on the launch of the fall menu compared to each state's pre-fall menu launch daily average. The Mountain region emerged as this year's PSL epicenter: Utah led the nation with a traffic surge of over 40% above its daily average, with neighboring states like Colorado, Idaho, and Nevada also showing exceptional gains. The Midwest and Appalachia, including West Virginia and Kentucky, followed with their own impressive double-digit increases.
By contrast, increases were more muted in the Northeast and Southeast, with single-digit visit growth in Louisiana, Mississippi, Georgia, New York, Vermont, and New Hampshire. Together, these patterns reveal both the universal draw of Starbucks’ seasonal offerings and the regional nuances that shape consumer response.
While competitors like Dunkin' and Dutch Bros. also leverage seasonal menus to attract customers, their launch-day boosts don't match the scale of the PSL phenomenon, as shown in the chart below. Starbucks has successfully transformed a menu update into a highly anticipated cultural moment that competitors struggle to replicate.
This data suggests that Starbucks' fall launch doesn't just boost its own traffic – it sets the benchmark for the entire industry. The brand’s ability to blend product innovation with cultural relevance reinforces its position as the undisputed leader in the seasonal beverage market.
The data from the 2025 fall menu launch suggests that the Pumpkin Spice Latte is far more than a seasonal beverage; it is one of Starbucks' most reliable and defensible strategic assets. The popular LTO provides a predictable traffic and revenue anchor, transforming the fall menu and the PSL at its center into a reliable financial instrument that widens the company's competitive advantage.
Ultimately, the enduring success of the PSL highlights Starbucks' mastery in transforming a product into a cultural tradition, proving that the most powerful driver of consumer behavior isn't just the product itself, but the anticipation and ritual built around it.
For more data-driven insights, visit placer.ai/anchor
Secondhand shopping has emerged as a major storyline this season amid potential tariff-driven apparel price hikes – but foot traffic data shows that thrifting's move into the mainstream has been years in the making. We dove into the data to assess the state of the thrift store segment in 2025 and explore what’s driving its continued momentum.
Thrift store foot traffic has been on an impressive upward trajectory since COVID. In Q2 2025, visits were up 39.5% compared to Q2 2019 – far exceeding the 9.5% growth seen across the broader clothing industry.
This visit growth advantage reflects a mix of factors, including heightened economic pressures and sustainability concerns. In addition, while much apparel shopping has shifted online – and digital resale platforms like ThredUp are gaining traction – thrifting remains inherently experiential and in-person.
Thrifting’s unique seasonality also highlights its important role in the consumer shopping cycle. As the chart below illustrates, conventional apparel peaks during the holiday shopping season (Q4) while thrift stores hit their stride in summer (Q3) – likely buoyed by warm-weather wardrobe refreshes and back-to-school shopping.
A closer look at year-over-year (YoY) trends show industry-wide thrift store visit increases outpacing per-location gains, suggesting that the segment’s growth is partly driven by store openings. Yet established locations are thriving too, with average visits per location continuing to rise even against last year’s strong benchmarks.
This dual pattern – new stores bringing in additional shoppers while established locations continue to grow – shows that thrifting’s momentum reflects true market expansion rather than merely a redistribution of demand.
Demographic data also points to thrifting’s ongoing move into the mainstream. The median household income of areas feeding visits to thrift stores has risen steadily since 2019, signaling a significant broadening of these stores' customer base beyond their traditional lower-income demographic.
Geographically, thrift shopping has also expanded beyond its urban roots. The share of visits from rural, semi-rural, and suburban communities has climbed consistently over the past six years, making secondhand shopping a fixture of consumer culture across regions and income levels.
With potential tariffs threatening to raise the cost of imported clothing, continued economic pressures, and rising demand for sustainable alternatives, thrift stores appear poised to thrive well into the future. Will secondhand visits climb to new highs this summer?
Follow Placer.ai/anchor 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.
