


.png)
.png)

.png)
.png)

What does 2024 hold for malls and shopping centers? We dove into the data to unearth the trends likely to shape the space in the coming year.
The move towards greater tenant diversity in malls shaped the shopping center space in recent years, and the trend appears set to be taken to the next level in 2024. Placemaking – crafting public spaces that go beyond utilitarian needs to foster social interaction and exchange – is at the forefront of many urban development initiatives, and the trend is already boosting retail performance in successful placemaking projects.
Fenton, a mixed-use district in Cary, N.C., opened in June 2022. The project showcases the potential of placemaking to transform an underutilized space into a vibrant “live-work-play” community with something for individuals and families of all ages. The retail and entertainment village includes shops, restaurants, seasonal attractions, entertainment venues, and other diverse offerings that are establishing Fenton as a community hub and a prime destination for residents. Visits were up 53.2% between July and December 2023 compared to the same period in 2022, while median dwell time increased from 64 to 83 minutes.
.avif)
Across the country, in Phoenix, AZ, Park Central Mall – the state’s first open-air shopping center – was also redesigned as a mixed-use development Park Central. The complex includes restaurants, office space, medical facilities, and bioscience research labs, with more hospitality and housing under construction. And although the project first reopened in 2019, visits to the revitalized Park Central continue to grow – between 2022 and 2023, foot traffic to Park Central increased by 32.8% while median dwell time grew from 75 to 80 minutes.
.avif)
In 2023, malls attracted relatively high income shoppers – and as the trend is likely to continue in 2024, with high-income shoppers displaying significantly stronger consumer confidence than their middle- and low-income counterparts.
Households in the potential market trade areas of Indoor Malls, Open-Air Lifestyle Centers, and Outlet Malls tended to have higher incomes relative to the nationwide median – and the median HHI was even higher in the malls’ captured market trade area. This means that many of these malls are located within relatively affluent communities (hence the relatively high potential market median HHI) and attract the higher-income shoppers within those areas (as shown by the even higher captured market median HHI).
With middle-income shoppers expected to tighten their budgets in 2024, high-income consumers will likely remain a significant share of mall-goers in 2024 as well.
.avif)
Malls used to be the place for teens to hang out on weekends – and it looks like shopping centers are once again attracting younger generations of consumers. Between 2019 and 2023, the share of “Young Professionals” and “Young Urban Singles” in the captured market trade areas of Indoor Malls, Open-Air Shopping Centers, and Outlet Malls increased. At the same time, the share of older segments – “Suburban Boomers” and “Sunset Boomers” – decreased.
As Gen-Z shoppers rediscover physical stores and increasingly seek out the mall-going experience, the share of younger consumers visiting shopping centers may well grow larger in the upcoming year.
.avif)
Last year’s ongoing inflation brought a unique set of challenges to a brick-and-mortar space still recovering from the pandemic’s impact. But 2023 ended with a surge in consumer confidence, and 2024 may well bring a positive shift to malls and the wider retail landscape. And shopping centers – especially those that offer a diversity of experience and succeed in catering high-income and/or younger shoppers – can take advantage of the opportunities in the year ahead.
For more data-driven insights, visit placer.ai/blog.

Few things are as universally loved as freshly baked bread. And the options for where to find a loaf are plentiful, from local artisan shops to bakery chains to grocery store bread counters. Is there room in the crowded bakery scene for everyone? We take a closer look at the visitation data for a few bakery chains that are on the rise to find out.
Paris Baguette, the South Korean bakery and cafe chain, inaugurated its first U.S. store in Los Angeles in 2005. True to its name, the chain offers a menu inspired by classic French boulangeries with a Korean twist – think mochi donuts sold alongside croissants.
Paris Baguette hopes to operate 1,000 stores across the country by 2030; to that end, it embraced a franchising approach in 2015 to accelerate growth and store openings. Visitation patterns suggest that this move has proven itself to be a winning one.
Examining the change in monthly visits to Paris Baguette locations since November 2019 underscores the brand’s remarkable growth. The chain operated 77 stores in the U.S. in November 2019; today, that number has nearly doubled. And visits have soared accordingly, with December 2023 seeing 96.7% more monthly visits than December 2019.
As Paris Baguette continues to see its success rising, the bakery chain appears well-positioned to maintain its momentum and achieve its ambitious expansion plans.
.avif)
85°C Bakery, often dubbed the "Starbucks of Taiwan," made its way to the U.S. in 2008. The chain, which operated 59 U.S. stores as of March 2023 in addition to its significant international presence, seeks to solidify its standing in the American market.
Named after the ideal coffee-brewing temperature, 85°C has enjoyed year-over-year (YoY) foot traffic growth throughout most of 2023. And the chain, which currently operates in the West and in Texas, announced plans for an East Coast expansion in August 2023, signaling its intent to reach new consumer segments.
Diving into the visitation data reveals that 85°C not only enjoys strong monthly foot traffic but also draws more family households (defined by the Spatial.ai: PersonaLive dataset) to its trade areas compared to the statewide average. In California, Texas, and Washington, the trade areas show an overrepresentation of "Near-Urban Diverse Families," "Ultra Wealthy Families," and "Wealthy Suburban Families." This suggests that families – particularly affluent ones – are drawn to the chain.
As 85°C continues expanding, including into new markets and dining concepts – such as the recent addition of a dumpling shop – the chain hopes to continue bringing its Taiwanese flavors to a wider audience.
.avif)
Tartine and Porto’s are two Los Angeles natives with very different approaches to dough. Tartine, the brainchild of breadmasters Chad Robertson and Elizabeth Prueitt, is thought to have brought sourdough bread into the mainstream in the U.S. Porto’s, on the other hand, began as an immigrant-owned bakery in the 1970s, bringing the taste of Cuba to California.
And the two chains, while both based in the same city, see significant differences in their visitor demographics. Analyzing visitors to both bakery brands using the STI: Popstats dataset reveals that, while 29.1% of Porto’s captured market* trade area was made up of households with children – very close to the California median of 29.6% – only 17.3% of Tartine’s captured market* trade area was made up of households with children. And the median household income (HHI) also showed significant variance between the brands, with Tartine visitors earning significantly more than Porto’s and the California median HHI.
*A business’s captured market refers to the trade area with each census block weighted according to its share of visits to the chain or venue in question.
.avif)
The variance in demographics across these two iconic Los Angeles bakeries serves as testament to the city's diverse culinary landscape and ability to embrace and sustain a wide array of eateries.
The four bakeries prove that there is plenty of room in a crowded kitchen for different kinds of bakeries to succeed, from tiny artisan bakeries to major chains.
For more data-driven dining insights, visit placer.ai/blog.

Country clubs are changing with the times, moving away from the once-exclusive image of business dealings on the golf course. A more inclusive concept is taking root – and attracting a growing number of young members.
We took a closer look at the location intelligence metrics of country clubs throughout the country to understand how they are shifting and what might be driving these changes.
Golf and tennis, two country club stalwarts, surged in popularity over the COVID-19 pandemic, and that increase has sustained itself – more people than ever are playing the games. Looking at year-over-four-year (Yo4Y) visits to country clubs suggests that these establishments are reaping the benefits of the interest in both sports. Visits were elevated compared to the same period in 2019 for all but two months analyzed.
June, when the U.S. Open was held, saw the most impressive Yo4Y visit growth of 28.7%. The championship, the most-watched golf tournament since 2019, was held in the Los Angeles Country Club, and likely contributed to a spike in visits to golf clubs, either for U.S. Open-related events or a U.S. Open-inspired desire to golf. The year ended on a high note, with December visits to country clubs up by 12.1% Yo4Y – a solid indication that interest in membership clubs remains strong.
.avif)
Millennials, a consumer cohort that has historically shown little interest in joining country clubs, seem to be changing course and may be driving some of the visit growth. This population is increasingly seeking spaces to socialize and network – and in response, many golf clubs are shifting their offerings to appeal to a younger demographic. Location intelligence indicates that the strategy is working.
Examining country club demographics across the country – in Long Island, New York; Austin, Texas; Atlanta, Georgia; and Minneapolis, Minnesota – suggests a shift in membership makeup. Some of these areas have seen an influx of millennials in recent years, which likely expanded the pool of younger potential country club members. But the trade areas of many of the country clubs’ also skewed younger in 2023 than they did in 2019 – meaning that these clubs are attracting visitors from neighborhoods with lower median ages compared to the neighborhoods feeding visits to country clubs in 2019.
Some clubs, like the Capital City Country Club in Atlanta, Georgia, saw relatively small drops in median age – from 41.2 in 2019 to 40.2 in 2023. But other clubs saw much more pronounced drops – the Hazeltine National Golf Club near Minneapolis, Minnesota saw its median age drop by 7.8 years between 2019 and 2023. The Country Club Of The South in Atlanta, Georgia, also saw a Yo4Y drop in median age – from 38.0 to 31.8.
.avif)
Country clubs tend to have a steep financial barrier to entry, with costs including annual membership dues, initiation fees, and expenses for food and beverages. And perhaps unsurprisingly, most country club members boast a median household income (HHI) well above the nationwide median. And although younger demographics generally have to have less income than their older counterparts, the drop in median age across many country clubs does not seem to be having a major impact on the affluence of these clubs’ visitor bases.
Some clubs that experienced Yo4Y drops in the median age of visitors – Great Hills Country Club in Austin, Texas, for example – did see the median HHI of its visitors drop slightly. But for the most part, the median HHI of visitors to country clubs remained stable Yo4Y, and some, like the Edina Country Club in Minnesota, saw the median HHI grow Yo4Y. This suggests that the decline in median age within membership clubs may be driven by a desire for socializing and new experiences rather than a shift towards increased financial accessibility for a broader range of members.
.avif)
The shift in the demographics of country club visitors, marked by the rising number of younger members, is a trend that may solidify further. Clubs in tune with this demographic – young professionals and millennials – can consider what is important to this cohort to continue attracting the younger generation.
For more data-driven leisure and entertainment insights, visit placer.ai/blog.

Florida, known for its year-round sunny weather and iconic attractions like Disneyland and EPCOT, has long been a popular tourist destination. And though many people think of Miami and Orlando when planning a trip to Florida, Tampa is fast becoming one of the country's most popular getaway spots. The city has seen its tourism sector grow over the past few years, so we dove into the location analytics data to better understand these tourism trends.
Tampa has emerged as an attractive place for out-of-state home buyers and relocators in recent years – especially for younger generations looking to take advantage of the city’s status as an emerging tech hub as well as enjoy the pleasant climate and beautiful beaches. But examining foot traffic trends to Downtown Tampa also reveals Tampa’s growing popularity among out-of-state visitors.
Tampa International Airport – named the “best large airport in North America in 2023” – is growing fast, and visits to the Downtown Tampa POI from visitors coming from 250+ miles away were up almost every month of 2023, especially compared to pre-pandemic 2019. (Most places 250 miles or more outside Tampa are also outside Florida.) And although YoY foot traffic did dip some months, the drop was likely due to the comparison with a particularly strong 2022 that brought a record number of tourists to the Hillsborough County seat.
.avif)
Diving into the demographic data of visitors traveling to Downtown Tampa from at least 250 miles away helps shed light on who is driving this domestic tourism surge.
Between 2019 and 2023, the share of households with children in the trade areas feeding out-of-state visits to downtown Tampa grew from 25.9% in 2019 to 27.1% in 2023. Similarly, the median household income (HHI) of visitors to the city’s downtown also increased from $85.1K/year to $91.8K/year. These shifts in visitor demographics suggest that at least some of the tourism surge to the city may be driven by families with children and wealthy families.
It seems, then, that Tampa is on the rise not just as a retirement hub or as a millennial and Gen-Z hotspot. The city is also attracting an increasingly larger share of affluent families with children, indicating that this rising Florida star with something for everyone may soar even higher in 2024.
.avif)
With its pristine beaches and diverse attractions, Tampa has long boasted a robust tourism sector – and the city’s popularity has surged even higher post-pandemic. So far, 2024 looks promising for the city’s tourism segment. Will Tampa continue to attract vacationers and sight-seers?
Visit placer.ai/blog to find out.

As discussed last week, 2023 was a year that forced restaurant operators to stay agile amid inflationary headwinds and changes in consumer behavior, daypart shifts, new approaches to drive-thru, and population migration changes. This week’s ICR Conference also gave us a chance to speak with the management team from more than 25 restaurant chains as well as their investors to better understand their lessons from 2023 and how they plan to apply them in 2024.
Despite most chains reporting that visits are still down on a year-over-year basis, there was a sense of optimism among many of the operators we spoke to. Many acknowledged that there were still pressures weighing on consumer spending, but that the strategies put in place during 2023 to stabilize visitation trends had been working (including an emphasis on value, elevated experience, adopting new restaurant formats to better address a wider range of commercial property types, and new menu innovations). Several management teams acknowledged that the contractor availability and equipment supply chain bottlenecks that had plagued new store openings in 2023 had started to dissipate, with several chains planning to resume or even exceed their pre-pandemic pace of restaurant openings (although many admitted that new store buildout costs are still running 25%-30% higher than they were 5 years ago). Given the higher costs involved with new store openings (and the risk of opening a location in a subpar site), there was a heavy emphasis on harnessing new data sources to better understand migration trends, trade area demographics, and incumbent competition when making site selection opportunities (and thank you to customers like Dave & Buster’s and Chuy’s for highlighting how they are incorporating Placer data into these decisions).
Below, we discuss a few key trends that restaurant operators and their commercial real estate partners should be thinking about as we move into 2024.
Perhaps it shouldn’t be surprising at an event where several restaurant operators were looking to raise capital, but the overarching theme from most management teams that we spoke to this week was that they were ready to accelerate unit expansion plans. Expansion strategies differed by concept, but most operators planned to open new locations across a combination of existing and new markets. With respect to new markets, many operators told us they were prioritizing South and Southeastern markets for new market expansion, echoing what we heard from McDonald’s and others last year. Below, we’ve presented the latest data from Placer’s Migration Trends Report which shows total population changes by market from November 2019-November 2023. Indeed, our data confirms that many South (Phoenix, Texas) and Southeast (Central Florida, Carolinas) markets were among the highest growth populations in the U.S. over the past four years.
That said, with so many restaurant operators targeting these regions, we heard from several executives about the importance of fully understanding the makeup of the markets. Said another way, just because a market has seen meaningful population growth, it doesn’t necessarily mean it’s a candidate for expansion. Below, we’ve presented the same migration map as above (2019-2023 population growth), but with a origin/destination household income filter. A red dot on this map indicates that a market saw the average household income fall because of migration, while a green dot indicates that a market saw an increase in household income. Here, we see a slightly different story, as many higher growth populations actually saw a decline in household income due to migration. We also see the impact of the urban/suburban migration shift that we’ve discussed in the past, with many smaller markets across the Carolinas and Central Florida seeing the highest household income growth versus 2019.
Below, we’ve attempted to bring the two charts together and identify markets that have not only seen population growth but also a significant increase in household income. We see markets like Las Vegas and other areas in Central Florida and the Carolinas region score well using this methodology, but a number of other markets like Boise City, ID, Lakeland, WI, and Spokane, WA also seeing increases in population but also an increase in their average household income.
Most U.S. markets have gone through significant changes post-pandemic both in terms of population size and population makeup. At the end of the day, it's important for restaurants and retailers to not only understand both of these factors when evaluating new markets for growth. We’ve certainly seen success stories–Portillo’s continues to thrive in Texas, for example–but we’ve also seen cases where restaurant openings haven’t been as successful in newer markets because of migration changes.
We spoke about trends in the eatertainment category last year with the conclusion being that these concepts were still key in driving traffic to commercial properties (despite facing tougher year-over-year comparisons from the great reopening we saw in 2022). There was a palpable sense of optimism among the eatertainment concepts we spoke to at the event, whether they were more focused on entertainment (including Dave & Buster’s, Puttshack, and Pinstripes) or interactive dining (Kura Revolving Sushi Bar or GEN Korean BBQ).
We’ve updated the eatertainment versus casual dining category visit per location analysis we’ve presented in the past below. Although eatertainment’s visit per location outperformance narrowed versus casual dining during Q4 2023, we believe this is a byproduct of seasonality (shift to sit-down dining during the holiday season) and expect the gap to widen once again during Q1 2024.
Most of the eatertainment concepts we spoke to at the ICR conference planned a two-pronged approach to unit expansion in 2024: infilling existing markets and establishing a beachhead in newer markets. Most concepts in this category were planning to grow their store bases by at least double-digit growth rates in 2024, with some like Pinstripes are forecasting 30%+ unit growth this year. Other like Dave & Buster’s are planning to focus on remodeling activity on top of new unit openings to modernize their locations. As demand for eatertainment remains strong among consumers and mall owners, we anticipate that this will remain one of the past growing categories in dining during 2024.
Casual dining concepts often have a reputation of catering to an older population. However, Darden’s management team called out several demographic trends that should benefit its different brands (including Olive Garden, Longhorn Steakhouse, Cheddar’s, Yardhouse, and others). First, while the percentage of the population in their peak earning years (typically between the ages of 35 and 55) had been on a downward trend for much of the 2000s and part of the 2010s, we’ve seen a reversal of this trend in recent years, which should stimulate demand for full-service dining. Second, the company noted that it over-indexes to millennials. Our data reinforces this, as the potential trade area audience profile by age cohort for Olive Garden (below) indicates a higher percentage of population between the ages of 30-49, encapsulating much of the millennial age range (roughly 27-42 years old today). Last year, we noted that some of the shift to earlier dining times may have been due to changing demographic trends in cities, with an increase in younger families in urban markets needing earlier dining times. Darden's commentary offers further validation of these trends and offers hope for other casual dining chains as this generation cohort continues to enter their peak earning years.
Last year, we noted that some of the shift to earlier dining times may have been due to changing demographic trends in cities, with an increase in younger families in urban markets needing earlier dining times. Darden's commentary offers further validation of these trends and offers hope for other casual dining chains as this generation cohort continues to enter their peak earning years.

Grocery anchors proved to be a saving grace for many a shopping center during COVID. With apparel and dining shut down and only essential retailers allowed to open, many centers suddenly found that having a superstore/mass merchant like Walmart or Target, a warehouse like Costco or Sam’s Club, or a grocery store on the premises helped to steady some of the waves of traffic fluctuations. Whether it was as part of a specific center or more broadly adding grocery-anchored centers to a portfolio, REITs started looking more closely at the role of grocery in their centers. Indeed, we have written about the inclusion of specialty grocery stores and ethnic grocery stores in shopping centers being even rather quotidian these days. We’ve also written about the redevelopment of shopping centers that include food halls as part of their renaissance.
So it was rather surprising that Bristol Farms’ concept Newfound Market, which opened at the Irvine Spectrum in March 2022, recently announced that it is closing. The initial concept was to be “very much about experience…diving in deep on food and beverage…curated, yet everyday.” It was to feature seven of Bristol Farms’ own chef-created restaurant brands.
We take a look at some Placer statistics to see what might have accounted for reduced traffic for what sounded like an amazing concept. As a control, we compared the Bristol Farms in Irvine to one in nearby Newport Beach. We see that when Newfound Market first opened, it had nearly twice the traffic of the one in Newport Beach. This could be due to overall excitement about the chef-driven concepts, wanting to check out a new grocery store, or other factors. However, traffic for Newfound Market began dwindling in Fall 2022, and fell even further in Fall 2023, likely leading to its closure.
If we look at variance, we see that during the same time period, traffic grew for Irvine Spectrum Center as a whole (note it was one of our spectacular callouts for holiday shopping 2023 in terms of year-over-year growth), and traffic was fairly steady for the Newport Beach branch of the Bristol Farms.
How much did the number of Newfound Market shoppers change over time? We compared the Bristol Farms Newfound Market Shopper from Apr.-Dec. 2022 with that of the shopper from Apr.-Dec. 2023. During that time, there were over 150K fewer visits and around 100K fewer visitors. Visit frequency also decreased from 1.54 to 1.4 (below).
There was a slight dip in the average household income of the visitor.
There was a marked decrease in the proportion of Ultra Wealthy Families coming in 2023, and somewhat of a decrease of Wealthy Suburban Families.
Interestingly, the trade area has expanded from 2022 to 2023, as shown by the increase in red dots from further afield.
And indeed, Placer analysis reveals that the trade area increased by 28 square miles. On one hand, this is a plus, showing that there is a magnetic draw to a wider audience. On the other hand, given that most grocery stores live on weekly visits from a much tighter trade area, this could indicate that a trip to Irvine Spectrum and/or the Bristol Farms Newfound Market began to fall under the umbrella of a “destination” visit, rather than a regular “essential” visit. Over time, those locals who associate the Irvine Spectrum more with a Ferris Wheel might not have grocery shopping there as top-of-mind, and those who come from further away have already tried out the food hall.
The average visit frequency to Bristol Farms Newfound market was 1.54 from Apr.-Dec. 2022 and 1.40 from Apr.-Dec. 2023. In contrast, the average visit frequency to the top four most-trafficked Bristol Farms was closer to 3-4 visits, a rate more than double. Most telling is when we look at the bar chart below and see that the number of one-time visitors versus 30+ time visitors at Newfound Market is almost in direct contrast to its four other peers, who have a much higher proportion of their visits in the 10+ range.
This by no means negates the fact that grocery stores and food halls can be wonderful additions to shopping centers. For instance, 99 Ranch opened at Westfield Oakridge around the same time period (March 2022) and to date it has proven to have a steady stream of traffic. Keep in mind that Oakridge is more of your neighborhood mall with typical mall retailers, hence more likely to be part of a weekly or monthly routine.
Comparing year-over-year variance, the 99 Ranch at Oakridge has also overindexed on a percentage basis compared to the overall mall. The grocery store draws from a trade area of 58 square miles, with an average of 2.86 visits.

Starbucks. Amazon. Barclays. AT&T. UPS. These are just some of the major corporations that have made waves in recent months with return-to-office (RTO) mandates requiring employees to show up in person more often – some of them five days a week.
But how are crackdowns like these taking shape on the ground? Is the office recovery still underway, or has it run its course? And how are evolving in-office work patterns impacting commuting hubs and dining trends? This white paper dives into the data to assess the state of office recovery in 2024 – and to explore what lies ahead for the sector in 2025.
In 2024, office foot traffic continued its slow upward climb, with visits to the Placer.ai Office Index down just 34.3% compared to 2019. (In other words, visits to the Placer.ai Office Index were 65.7% of their pre-COVID levels). And zooming in on year-over-year (YoY) trends reveals that office visits grew by 10.0% in 2024 compared to 2023 – showing that employee (and manager) pushback notwithstanding, the RTO is still very much taking place.
Indeed, diving into quarterly office visit fluctuations since Q4 2019 shows that office visits have been on a slow, steady upward trajectory since Q2 2020, following – at least since 2022 – a fairly consistent seasonal pattern. In Q1, Q2, and Q3 of each year, office visit levels increased steadily before dipping in holiday-heavy Q4 – only to recover to an even higher start-of-year baseline in the following Q1.
Between Q1 and Q3 2022, for example, the post pandemic office visit gap (compared to a Q4 2019 baseline) narrowed from 63.1% to 47.5%. It then widened temporarily in Q4 before reaching a new low – 41.4% – in Q1 2023. The same pattern repeated itself in both 2023 and 2024. So even though Q4 2024 saw a predictable visit decline, the first quarter of Q1 2025 may well set a new RTO record – especially given the slew of strict RTO mandates set to take effect in Q1 at companies like AT&T and Amazon.
Despite the ongoing recovery, the TGIF work week – which sees remote-capable employees concentrating office visits midweek and working remotely on Fridays – remains more firmly entrenched than ever.
In 2024, just 12.3% of office visits took place on Fridays – less than in 2022 (13.3%) and on par with 2023 (12.4%). Though Fridays were always popular vacation days – after all, why not take a long weekend if you can – this shift represents a significant departure from the pre-COVID norm, which saw Fridays accounting for 17.3% of weekday office visits.
Unsurprisingly, Tuesdays and Wednesdays remained the busiest in-office days of the week, followed by Thursdays. And Mondays saw a slight resurgence in visit share – up to 17.9% from 16.9% in 2023 – suggesting that as the RTO progresses, Manic Mondays are once again on the agenda.
Indeed, a closer look at year-over-five-year (Yo5Y) visit trends throughout the work week shows that on Tuesdays and Wednesdays, 2024 office foot traffic was down just 24.3% and 26.9%, respectively, compared to 2019 levels. The Thursday visit gap registered at 30.3%, while the Monday gap came in at 40.5%.
But on Fridays, offices were less than half as busy as they were in 2019 – with foot traffic down a substantial 53.2% compared to 2019.
Before COVID, long commutes on crowded subways, trains, and buses were a mainstay of the nine-to-five grind. But the rise of remote and hybrid work put a dent in rush hour traffic – leading to a substantial slowdown in the utilization of public transportation. As the office recovery continues to pick up steam, examining foot traffic patterns at major ground transportation commuting hubs, such as Penn Station in New York or Union Station in Washington, D.C., offers additional insight into the state of RTO.
Rush hour, for one thing – especially in the mornings – isn’t quite what it used to be. In 2024, overall visits to ground transportation hubs were down 25.0% compared to 2019. But during morning rush hour – weekdays between 6:00 AM and 9:00 AM – visits were down between 44.6% and 53.0%, with Fridays (53.0%) and Mondays (49.7%) seeing the steepest drops. Even as people return to the office, it seems, many may be coming in later – leaning into their biological clocks and getting more sleep. And with today’s office-goers less likely to be suburban commuters than in the past (see below), hubs like Penn Station aren’t as bustling first thing in the morning as they were pre-pandemic.
Evening rush hour, meanwhile, has been quicker to bounce back, with 2024 visit gaps ranging from 36.4% on Fridays to 30.0% on Tuesdays and Wednesdays. Office-goers likely form a smaller part of the late afternoon and evening rush hour crowd, which may include more travelers heading to a variety of places. And commuters going to work later in the day – including “coffee badgers” – may still be apt to head home between four and seven.
The drop in early-morning public transportation traffic may also be due to a shift in the geographical distribution of would-be commuters. Data from Placer.ai’s RTO dashboard shows that visits originating from areas closer to office locations have recovered faster than visits from farther away – indicating that people living closer to work are more likely to be back at their desks.
And analyzing the captured markets of major ground transportation hubs shows that the share of households from “Principal Urban Centers” (the most densely populated neighborhoods of the largest cities) rose substantially over the past five years. At the same time, the share of households from the “Suburban Periphery” dropped from 39.1% in 2019 to 32.7% in 2024. (A location’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the location’s visitor base.)
This shift in the profile of public transportation consumers may explain the relatively slow recovery of morning transportation visits: City dwellers , who seem to be coming into the office more frequently than suburbanites, may not need to get as early a start to make it in on time.
While the RTO debate is often framed around employer and worker interests, what happens in the office doesn’t stay in the office. Office attendance levels leave their mark on everything from local real estate markets to nationwide relocation patterns. And industries from apparel to dining have undergone significant shifts in the face of evolving work routines.
Within the dining space, for example, fast-casual chains have always been workplace favorites. Offering quick, healthy, and inexpensive lunch options, these restaurants appeal to busy office workers seeking to fuel up during a long day at their desks.
Traditionally, the category has drawn a significant share of its traffic from workplaces. And after dropping during COVID, the share of visits to leading fast-casual brands coming from workplaces is once again on the rise.
In 2019, for example, 17.3% of visits to Chipotle came directly from workplaces, a share that fell to just 11.6% in 2022. But each year since, the share has increased – reaching 16.0% in 2024. Similar patterns have emerged at other segment leaders, including Jersey Mike’s Subs, Panda Express, and Five Guys. So as people increasingly go back to the office, they are also returning to their favorite lunch spots.
For many Americans, coffee is an integral part of the working day. So it may come as no surprise that shifting work routines are also reflected in visit patterns at leading coffee chains.
In 2019, 27.5% of visits to Dunkin’ and 20.1% of visits to Starbucks were immediately followed by a workplace visit, as many employees grabbed a cup of Joe on the way to work or popped out of the office for a midday coffee break. In the wake of COVID, this share dropped for both coffee leaders. But since 2022, it has been steadily rebounding – another sign of how the RTO is shaping consumer behavior beyond the office.
Five years after the pandemic upended work routines and supercharged the soft pants revolution, the office recovery story is still being written. Workplace attendance is still on the rise, and restaurants and coffee chains are in the process of reclaiming their roles as office mainstays. Still, office visit data and foot traffic patterns at commuting hubs show that the TGIF work week is holding firm – and that people aren’t coming in as early or from as far away as they used to. As new office mandates take effect in 2025, the office recovery and its ripple effects will remain a story to watch.

Many retail and dining chains performed well in 2024 despite the ongoing economic uncertainty. But with the consumer headwinds continuing into 2025, which brands can continue pulling ahead of the pack?
This report highlights 10 brands (in no particular order) that exhibit significant potential to grow in 2025 – as well as three chains that have faced some challenges in 2024 but appear poised to make a comeback in the year ahead. Which chains made the cut? Dive into the report to find out.
Through 2024, visits to Sprouts Farmers Market locations increased an average of 7.2% year-over-year (YoY) each month, outpacing the wider grocery segment standard by an average of six percentage points. And not only were visits up – monthly visits per location also grew YoY.
The promising coupling of overall and visits per location growth seems driven by the brands’ powerful understanding of who they are and what they bring to the market. The focus on high quality, fresh products is resonating, and the utilization of small- format locations is empowering the chain to bring locations to the doorstep of their ideal audiences.
This combination of forces positions the brand to better identify and reach key markets efficiently, offering an ideal path to continued growth. The result is a recipe for ongoing grocery success.
CAVA has emerged as a standout success story in the restaurant industry over the past several years. Traditionally, Mediterranean concepts have not commanded the same level of demand as burger, sandwich, Mexican, or Asian fast-casual concepts, which is why the category lacked a true national player until CAVA's rise. However, evolving consumer tastes have created a fertile landscape for Mediterranean cuisine to thrive, driven by factors such as social media influence, expanded food options via third-party delivery, growing demand for healthier choices, the rise of food-focused television programming, and the globalization of restaurant concepts .
CAVA’s success can be attributed to several key factors. Roughly 80% of CAVA locations were in suburban areas before the pandemic, aligning well with consumer migration and work-from-home trends. Additionally, CAVA was an early adopter of digital drive-thru lanes, similar to Chipotle’s "Chipotlanes," and began developing these store formats well before the pandemic. The brand has also utilized innovative tools like motion sensors in its restaurants to optimize throughput and staffing during peak lunchtime hours, enabling it to refine restaurant design and equipment placement as it expanded. CAVA’s higher employee retention rates have also contributed to its ability to maintain speed-of-service levels above category averages.
These strengths allowed CAVA to successfully enter new markets like Chicago in 2024. While many emerging brands have struggled to gain traction in new areas, CAVA’s visit-per-location metrics in recently entered markets have matched its national averages, positioning the brand for continued growth in 2025.
Ashley’s recent strategy shift to differentiate itself through experiential events, such as live music, workshops, and giveaways, is a compelling approach in the challenging consumer discretionary category. Post-pandemic, commercial property owners have successfully used community events to boost visit frequency, dwell time, and trade area size for mall properties. It’s no surprise that retailers like Ashley are adopting similar strategies to engage customers and enhance their in-store experience.
The decision to incorporate live events into its marketing strategy reflects the growing demand for experiential and immersive retail experiences. While home furnishings saw a surge in demand during the pandemic, the category has struggled over the past two years, underperforming other discretionary retail sectors compared to pre-pandemic levels. Recognizing this challenge, Ashley’s rebrand focuses on creating interactive and memorable experiences that allow customers to engage directly with its products and explore various design possibilities. In turn, this has helped to drive visits from trade areas with younger consumers with lower household incomes.
Ashley has leaned into collaborations with interior designers and industry experts to offer informative sessions and workshops during these events. These initiatives not only attract traffic but also provide valuable insights into customers’ preferences, which can be used to refine product offerings, enhance customer service, and shape future marketing efforts. This approach is particularly relevant as millennials and Gen Z drive new household formation. While still early, Ashley’s pivot to live events is showing promising results in attracting visits and increasing customer engagement.
Department stores have had many challenges in navigating changing consumer behavior and finding their place in an evolving retail landscape. Nordstrom, an example of department store success in 2024, has been able to maintain a strong brand relationship with its shoppers and regain its footing with its store fleet. While the chain has certainly benefited from catering to a more affluent, and less price sensitive, consumer base, it still shines in fostering a shopping experience that stands out.
Value might be a driver of retail visitation across the industry, but for Nordstrom, service and experience is paramount. The retailer has downplayed promotional activity in favor of driving loyalty among key visitors. Nordstrom also has captured higher shares of high-value, younger consumer segments, which defies commonly held thoughts about department stores. The chain was a top visited chain during Black Friday in 2024, showcasing that it’s top of mind for shoppers for both gift giving and self-gifting.
What’s next? Nordstrom announced at the end of December that it plans to go private with the help of Mexican retail chain Liverpool. We expect to see even more innovation in store experience, assortments and services with this newfound flexibility and investment. And, we cannot forget about Nordstrom Rack, which allows the retailer to still engage price-conscious shoppers of all income levels, which is certainly still a bright spot as we head into 2025.
Visits are up, and the audience visiting Sam’s Club locations seems to be getting younger which – when taken together – tells us a few critical things. First, Sam’s Club has parlayed its pandemic resurgence into something longer term, leveraging the value and experience it provides to create loyal customers. Second, the power of its offering is attracting a newer audience that had previously been less apt to take advantage of the unique Sam’s Club benefits.
The result is a retailer that is proving particularly adept at understanding the value of a visit. The membership club model incentives loyalty which means that once a visitor takes the plunge, the likelihood of more visits is heightened significantly. And the orientation to value, a longer visit duration, and a wide array of items on sale leads to a larger than normal basket size.
In a retail segment where the value of loyalty and owning ‘share of shopping list’ is at a premium, Sam’s Club is positioned for the type of success that builds a foundation for strength for years to come.
Raising Cane’s exemplifies the power of focus by excelling at a simple menu done exceptionally well. Over the past several years, the chain has been one of the fastest-growing in the QSR segment, driven by a streamlined menu that enhances speed and efficiency, innovative marketing campaigns, and strategic site selection in both new and existing markets. Notably, Raising Cane’s ranked among the top QSR chains for visit-per-location growth last year. Unlike many competitors that leaned on deep discounts or nostalgic product launches to boost traffic in 2024, Raising Cane’s relied on operational excellence to build brand awareness and drive visits. This approach has translated into some of the highest average unit sales in the segment, with restaurants averaging around $6 million in sales last year.
Raising Cane’s operational efficiency has also been a key driver of its rapid expansion, growing from 460 locations at the end of 2019 to more than 830 heading into 2025. This includes over 100 new store openings in 2024 alone, placing it among the top QSR chains for year-over-year visit growth. The chain’s ability to maintain exceptional performance while scaling rapidly highlights its strong foundation and operational strategy.
While Life Time has fitness at its core, it has also expanded to become a lifestyle. Healthy living is its mantra and this extends to both the gym aspect, but also the social health of its members with offerings like yoga, childcare, personalized fitness programs, coworking, and even an option for luxury living just steps away.
With all these choices, it’s no wonder that its members are more loyal than others in its peer group.
To the delight of book lovers everywhere, Barnes & Noble is back in force. With a presence in every single state and approximately 600 stores, location options are growing to browse bestsellers, chat with in-store bibliophiles, or grab a latte. Stores are feeling cozier and more local, with handwritten recommendations across the store. The chain’s extensive selection of gifts and toys mean that one can stop in for more than just books. The membership program is also relaunching, rewarding members for their purchases. Even though some locations have downsized, efficiency is up with average visits per square foot increasing over the last 3 years. Customers are also lingering, with nearly 3 in 10 visitors staying 45 minutes or longer.
With options for a “third place” that’s not home or work dwindling, Barnes & Noble is poised to fill that hole.
From its origins as a corner grocery store in Queens, NY 42 years ago, H Mart now boasts over 80 stores throughout the US. Shoppers are enticed by the aroma of hot roasted sweet potatoes wafting through the store, the opportunities to try new brands like Little Jasmine fruit teas, and the array of prepared foods such as gimbap and japchae. In addition to traditional Korean, Chinese, and Japanese groceries, H Mart’s assortment has expanded to staple items and American brands as well like Chobani yogurt or Doritos.
As the Hallyu wave sweeps across the nation and K-pop stars like Rose top the charts for the eight straight week with the catchy “APT”, so too is the appetite for Asian food. At the second-most visited H Mart in the nation in Carrollton, TX, the ethnic makeup of customers is 39% White, 14% Black, 23% Hispanic or Latino, and 20% Asian – reflecting the truly universal appeal of this supermarket chain.
Beauty retail had a transformative 2024, with a general cooling off in demand for the category. Competition between chains has increased and delivering quality products, expertise and services is critical to maintain visits. Against this backdrop, Bluemercury stands out as a shining star in parent company Macy’s portfolio of brands, with the brand well positioned to take on this next chapter of beauty retail.
Bluemercury’s success lies in its ability to be a retailer, an expert, and a spa service provider to its consumers. Placer data has shown that beauty chains with a service and retail component tend to attract more visitors than those who just specialize in retail offerings, and Bluemercury is no exception. The chain also focuses solely on the prestige market within the beauty industry and caters to higher income households compared to the broader beauty category; both of those factors have contributed to more elastic demand than with other retailers.
Bluemercury’s bet on product expertise and knowledge combined with a smaller format store help to foster a strong connection between the beauty retailer and its consumers. The brand overindexes with visitors “seeking youthful appearance” and has cemented itself as a destination for niche and emerging beauty brands. As the larger Macy’s brand grapples with its transformation, Bluemercury’s relevance and deep connection to its consumer base can serve as an inspiration, especially as the beauty industry faces mounting uncertainty.
Competitors like Dutch Bros and 7Brew are on the rise, critical office visitation patterns remain far behind pre-pandemic levels, and the chain did not end the year in the most amazing way in terms of visit performance. But there is still so much to love about Starbucks – and the addition of new CEO Brian Niccol positions the coffee giant to rebound powerfully.
The focused attention on leaning into its legendary ‘third place’ concept is in excellent alignment with the shift to the suburbs and hybrid work and with audiences that continue to show they value experience over convenience. But the convenience-oriented customer will likely also benefit from the brand’s recent initiatives, including pushes to improve staffing, mobile ordering alignment and menu simplification. In addition, the brand is still the gold standard when it comes to owning the calendar, as seen with their annual visit surges for the release of the Pumpkin Spice Latte or Red Cup Day and their ability to capitalize on wider retail holidays like Black Friday and Super Saturday.
The combination of the tremendous reach, brand equity, remaining opportunities in growing markets and the combined ability to address both convenience and experience oriented customers speaks to a unique capacity to regain lost ground and drive a significant resurgence against the expectations of many.
Retail has had its challenges this year, with many consumers opting for off-price to snag deals – but the strength of the Adidas brand should not be underestimated. Gazelles and Sambas are still highly coveted, and a partnership with Messi x Bad Bunny racked up over a million likes. Consumers are favoring classic silhouettes across both shoes and clothing, and nothing says classic like those three stripes.
Gap, and its family of brands including Old Navy and Banana Republic, are synonymous with American apparel retail. The namesake brand has always been at the center of comfort, value and style, but over time lost its way with consumers. However, over the past year and a half, the reinvigoration of the Gap family of brands has started to take shape under the direction of CEO Richard Dickson.
New designs, collaborations, splashy marketing campaigns and store layouts have taken shape across the portfolio. While we haven’t seen a lot of change in visitation to stores over the past year, trends are certainly moving in the right direction and outpacing many other brands in the apparel space. Gap has also reinserted itself into the fabric of American fashion this past year with designs for the Met Gala.
The benefit of Gap Inc.’s portfolio is that each brand has a distinct and unique audience of consumers that it draws from. This allows each brand to focus on meeting the needs of its visitors directly instead of trying to be all things for a broader group of consumers. Old Navy in particular has a strong opportunity with consumers as value continues to be a key motivator.
Gap has done all of the right things to not only catch up to consumers’ expectations but to rise beyond them. Even as legacy store-based retail brands have seen more disruption over the past few years, Gap is ready to step back into the spotlight.
The diversity of brands featured in this report highlight the variety of categories and strategic initiatives that can drive retail and dining success in 2025.
Sprouts’ focus on quality products and small-format stores, CAVA’s rise as a suburban dining powerhouse, and Nordstrom’s commitment to customer experience all highlight how understanding and responding to consumer needs can drive success. Brands like Ashley Furniture, Sam’s Club, H Mart, and Life Time have shown how offering a unique value proposition within a crowded segment, leveraging loyalty, and creating memorable experiences can fuel growth. And Raising Cane’s demonstrates the power of simplicity and operational efficiency in building momentum.
At the same time, niche players like Bluemercury are excelling by catering to specific audiences with authenticity and expertise. And while Starbucks, Adidas, and Gap Inc. face challenges, the three companies’ brand equity and revitalization efforts suggest potential for a significant comeback.
