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In the wake of the devastating wildfires across the greater Los Angeles area, retailers—both local and national—have played a crucial role in providing relief, comfort, and a sense of community for those impacted. Retail is an industry that touches consumers’ lives daily, often more frequently than most other businesses. Because retailers fulfill a wide range of needs, they have become essential partners in supporting communities facing unimaginable crises.
In the immediate aftermath of the Palisades and Eaton Fires, retailers transformed their stores into donation hubs, offering displaced individuals essential items such as clothing and N95 masks. Major brands, including J.Crew, Gap Inc., and Free People, quickly repurposed their stores to serve as distribution centers. Free People even opened an entirely new shop in Santa Monica—Free Shop by Free People and FP Movement—where affected residents could book time slots to browse and collect necessary items. Beyond national retailers, Los Angeles-based brands also stepped up to support fire victims. Babyletto, a juvenile furniture brand, donated cribs to displaced families, while apparel company Big Bud Press launched new collections with proceeds benefiting the Pasadena Jobs Center.
While retail depends on consumerism, its role over the past month has extended beyond sales, making a profound impact on the local community. Many retailers in the discretionary sector opened their doors to directly assist affected families, demonstrating that physical retail spaces can be used for more than just commerce. By taking action on the ground rather than simply offering monetary donations, retailers provided immediate, tangible support to those in need.
Three specific retail locations in Los Angeles exemplified this effort, with Placer’s data revealing just how meaningful their initiatives were. Gap’s Santa Monica store was among the first to pivot toward relief efforts, distributing new Gap merchandise and PPE to community members beginning on January 11th. Alo Yoga’s Beverly Hills location provided care kits to impacted residents between January 14th and 16th. Meanwhile, Babylist, an online registry service with a physical showroom in Beverly Hills, hosted donation days on January 21st and 28th, allowing displaced families to shop for free and replace lost items.
Placer’s foot traffic estimates suggest that these relief efforts were well-received and widely utilized. Each of these locations saw an increase in visits during the weeks their relief initiatives took place, surpassing the average January baseline. The data underscores how critical these retailer-driven efforts were in supporting Los Angeles families and providing much-needed aid during a difficult time.
During Alo Yoga’s donation event from January 14th to 16th, there was a noticeable increase in visitation from across the greater Los Angeles area, drawing new traffic beyond the Beverly Hills neighborhood. Compared to January baseline trends, the week of January 13th saw a higher share of visits originating from 3 to 10 miles away. More significantly, visits also increased from 10 to 30 miles away, likely including individuals affected by the Eaton Fire. In contrast, visits from over 250 miles away declined, underscoring the sharp drop in tourism to Los Angeles during the peak of the wildfire crisis.
Babylist’s LA showroom opened its doors to families in need, offering a space to replace essential baby items lost in the fires. These relief events attracted a different visitor mix than the store typically sees, providing immediate support for young families and grandparents. According to PersonaLive’s visitor segmentation, during the weeks Babylist hosted its relief events, there was a higher distribution of visits from Educated Urbanites, Young Professionals, and Sunset Boomers. In contrast, the full-month January data showed a greater share of visits from Ultra Wealthy Families. This shift highlights how retailer-led relief efforts were actively utilized by those in need, reinforcing the critical role local businesses can play in supporting communities during crises.
Retailers play a vital role in the communities they serve, and their ability to provide immediate support in Los Angeles through physical stores allowed for faster distribution of donations and aid. The best-in-class relief strategies implemented by these retailers should serve as a blueprint for others to follow, reinforcing the importance of brick-and-mortar stores as essential community assets during times of crisis and recovery.
2024 was a challenging year for the restaurant industry, marked by increased competition from other food retail channels, intensified value wars, and rising operational costs, all of which contributed to a surge in bankruptcies. The start of 2025 has been equally difficult.
Despite these challenges, our data continues to show strong consumer demand for dining out. However, the way consumers interact with restaurants is evolving more than ever before. Below, we highlight several key shifts in consumer behavior that restaurant operators, suppliers, and investors should consider in the year ahead.
With Starbucks' renewed focus on its coffeehouse roots under CEO Brian Niccol, an important question emerges: have today’s restaurants become too complex? Starbucks originally built its brand as a “third place” away from home and work – an inviting space for customers to gather. However, this focus began shifting about a decade ago with the rollout of Mobile Order and Pay. As e-commerce surged in the early 2010s, consumers became accustomed to making purchases online or via mobile apps, making digital ordering a necessity for most retailers and restaurants. Yet, prioritizing convenience through mobile ordering and pickup created a disconnect with Starbucks’ experience-driven identity, leading to friction between its convenience-oriented and experience-focused customers.
This tension between experience and convenience has been a challenge for many restaurant operators in recent years. It explains why QSR chains have reduced store footprints while expanding drive-thru capacity, why fast-casual and casual-dining restaurants have increasingly adopted pickup and drive-thru windows, and why many chains now allocate dedicated space for delivery orders. Even Darden, long resistant to third-party delivery, ultimately embraced it to adapt to changing consumer behavior.
Visitation trends in 2024 reinforced the difficulty of balancing experience and convenience within the same restaurant model. Among chains with more than 100 locations, those with the highest year-over-year (YoY) growth in visits per location were largely drive-thru specialists, such as Raising Cane’s, In-N-Out Burger, 7 Brew Coffee, and PJ’s Coffee. Meanwhile, non-drive-thru leaders like CAVA and Chipotle thrived by focusing on customization, underscoring that consumers are willing to pay a premium for personalized experiences that align with their preferences.
The rise of convenience-based restaurants does not signal the end of experiential dining – far from it. Below, we’ve outlined monthly year-over-year (YoY) visit trends for major restaurant categories in 2024. While QSR value wars dominated industry headlines throughout the year, casual- and fine-dining chains actually outperformed the QSR segment in YoY visit growth.
Some of this success can be attributed to well-executed promotions, such as Chili’s "3 for Me" deal – which helped the chain finish just behind Raising Cane’s in visit-per-location growth for 2024 – and Buffalo Wild Wings’ "All You Can Eat Wings" promotion. However, the strong YoY performance of fine-dining chains further underscores that experience-driven dining remained highly in demand throughout the year.
We also see this trend reflected in dwell time across the restaurant industry. With the rise of drive-thru and takeout orders during and after the pandemic, combined with advancements in mobile ordering technology, it’s no surprise that dwell times for limited-service restaurants have remained below pre-pandemic levels (below). However, the opposite is happening in full-service restaurant categories, where dwell times are on par with or even exceeding pre-pandemic levels.
While many casual dining chains have seen an increase in takeout and delivery orders over the past few years, the growth of experiential dining concepts like Kura Sushi and GEN Korean BBQ, along with the continued expansion of eatertainment venues such as Topgolf, Puttshack, and Pinstripes—where dwell times often exceed 90 minutes—has helped maintain overall category dwell times. Meanwhile, the increase in dwell time for fine-dining establishments suggests that guests are making the most of their time when dining out, reinforcing the growing consumer preference for experience over convenience.
We've previously highlighted the importance of familiarity in consumer dining decisions, particularly in a challenging macroeconomic environment. With years of elevated inflation across food, rent, healthcare, and insurance, consumers have fewer discretionary dollars to spend. As a result, when they choose to dine out, they gravitate toward brands they know and trust.
In collaboration with the team at Bloomberg Second Measure, we analyzed data on the percentage of revenue generated from new customers at both full-service and limited-service restaurants. Our findings revealed a noticeable decline in new customer revenue during the second half of 2024, further reinforcing the idea that consumers are prioritizing familiarity when making dining choices.
This preference for familiar brands may be creating challenges for restaurant chains expanding into new markets. Traditionally, a new restaurant location in an unfamiliar market could expect to generate around 75% of the sales/visits seen in an established market—after an initial “honeymoon” phase when consumers try the brand for the first time. However, our data suggests that visit trends for restaurants entering new markets are now significantly lower than historical averages. Unsurprisingly, many operators have told us that their 2025 expansion plans will prioritize in-filling existing markets rather than expanding into new ones.
Portillo’s—the Chicago-based chain known for its Chicago-style hot dogs, Italian beef sandwiches, and char-grilled burgers—has experienced mixed visit trends when entering new markets. Below, we present visit per location trends for Portillo’s nationwide, in its home market of Chicago, and in several states where it has expanded in recent years. In its latest investor presentation, Portillo’s acknowledged that its average unit volumes are highest in its home market ($11.3 million in sales per location), compared to other Midwest markets ($6.0 million) and Sunbelt locations ($6.6 million). While these figures are still strong, they reflect the broader challenge that many restaurant brands face when expanding beyond their core markets.
Conclusion
As the restaurant industry navigates 2025, operators must strike a delicate balance between convenience and experience while adapting to shifting consumer preferences. The demand for dining out remains strong, but consumers are making more intentional choices, favoring trusted brands and prioritizing either speed and efficiency or immersive, experiential dining. At the same time, new market expansion presents growing challenges, with visit trends suggesting a preference for familiarity over novelty. As brands refine their strategies, those that successfully integrate innovation with operational excellence—whether through streamlined digital convenience, compelling promotions, or differentiated in-store experiences—will be best positioned for long-term success in an increasingly competitive landscape.
Sprouts Farmers Market and Dutch Bros. have seen impressive foot traffic growth over the past few years. We analyzed their visitation metrics for 2024 to understand what’s driving their continued success.
Both Sprouts and Dutch Bros. posted impressive visitation numbers throughout 2024, with visits for the full year elevated by 7.3% and 15.8%, respectively, compared to 2023. This momentum caps off several years of sustained growth – particularly for Dutch Bros. – which has expanded rapidly while maintaining consistent foot traffic increases. And though average visits per location at Dutch Bros. were slightly down YoY in 2024, the visit gaps were relatively modest – indicating that the chain is succeeding in expanding with minimal cannibalization to its existing venues.
Sprouts also expanded with dozens of new stores over the past year – and the chain’s foot traffic metrics suggest strong shopper interest in these openings. The health-forward grocer saw visits per location rise in the second half of the year, capping off Q4 2024 with a 5.0% YoY increase.
The two chains have kept their visit growth going into the new year. Weekly visits to both Sprouts and Dutch Bros. grew all weeks analyzed, a promising sign as 2025 gets underway.
Smoothies are having a major moment, fueled by the growing nationwide focus on health and wellness – an area where Sprouts has successfully positioned itself as a leader. Now, the chain is doubling down on its wellness-focused strategy by introducing smoothies at select locations.
Many Sprouts locations offer smoothies to go – but the chain has also been investing in in-store smoothie bars, allowing shoppers to enjoy a fresh, healthy drink while browsing or take one on the go. Visits to a Cerritos, California location jumped following the introduction of a smoothie bar in January 2025, with YoY monthly visits exceeding the Sprouts nationwide average for the first time in the analyzed period – perhaps thanks to excited reviews posted on social media.
By offering smoothies that are more affordable than some of the viral options trending online, Sprouts is solidifying itself as a go-to destination for shoppers seeking wellness-driven choices without breaking the bank.
While Sprouts is expanding into new beverage categories, Dutch Bros is focusing on building out its food offerings. The chain has traditionally been strongest in the afternoon and evening, bucking the usual trends for caffeine-focused brands. To that end, Dutch Bros. has focused on attracting more morning visitors, both by expanding its mobile ordering capabilities and by testing a new food menu in select locations.
The data suggests that the company’s focus on the morning daypart may amplify changes in Dutch Bros. consumer behavior that are already underway. Between January 2024 and January 2025, the share of visits during morning hours saw a small but meaningful uptick. The share of visits during the 6:00 AM to 11:00 AM daypart grew from 28.4% to 29.5% of daily visits, while the share of evening visits (4:00 PM to 9:00 PM) decreased. While the brand still maintains a strong presence later in the day, this shift could be a sign that Dutch Bros is successfully nudging consumers toward earlier-day coffee runs.
Sprouts and Dutch Bros. are thriving by gearing their offerings to their customer bases. By leaning into health-forward beverages and early-morning visits, the two chains are driving visits and interest.
For more data-driven insights, visit Placer.ai.
The off-price apparel space remains well-positioned as consumers continue to favor budget-friendly retailers. We dive into the latest location intelligence for the space – and category leaders Burlington, Marshalls, Ross Dress for Less, and T.J. Maxx – to explore how the segment closed out 2024 and started off in 2025.
The leaders of the off-price apparel space – Burlington, Marshalls, Ross Dress for Less, and T.J. Maxx – drove the success of the category last year. In 2024, Burlington’s visits increased (7.9%), as did visits to Marshalls (5.3%), Ross (0.7%) and T.J. Maxx (4.9%).
Zooming into H2 2024 reveals that Burlington, Marshalls, and T.J. Maxx saw consistent YoY visit growth. And although Ross Dress for Less saw mild visit gaps for some of the period, all four off-price apparel chains analyzed started the new year on a high note with January 2025 visits up across the board compared to the previous year.
Marmaxx, Ross, and Burlington expanded their real estate footprints in 2024 – likely contributing to the chains’ YoY visit increases. And all four retailers’ have plans to continue their expansion strategies in the coming years – putting them on a foot traffic growth trajectory for 2025.
The foot traffic growth of Burlington, Marmaxx, and Ross plays a significant role in the success of the off-price category, which has steadily increased its share of total apparel visits.
In Q4 2024, the off-price apparel category claimed a majority of the combined off-price and our traditional apparel category visits (51.9%) for the first time since at least 2019. This demonstrates the segment’s strong holiday performance and continued resilience in the face of economic headwinds for both consumers and retailers.
Diving deeper into the foot traffic for Burlington, Ross, Marshalls, and T.J. Maxx highlights robust nationwide visits as well as several regional preferences among consumers.
Nationwide, Ross claimed the lion’s share of visits between the four chains in Q4 2024 (31.0%), followed by T.J. Maxx (28.0%), Marshalls (23.1%), and Burlington (17.9%).
Analysis of the chains’ share of visits by CBSA reveals that Ross claimed the greatest share of visits in a majority of the West and Southwest, as well as in many large metropolises. Meanwhile, T.J. Maxx appeared to be the most-visited brand in many CBSAs throughout the Eastern United States, while Marshalls appeared to be the preferred brand in the Mid-Atlantic.
And despite claiming 17.9% of combined visits to the four off-price apparel chains, Burlington received the largest share of visits in only two CBSAs – Midland, TX and Anchorage, AK, which could be due to the brand’s long-term smaller-format strategy. While a smaller-format store may have less physical real estate (and therefore visitor potential) than the typical Marmaxx and Ross location, it affords Burlington the flexibility to source locations with strong economics that can drive productivity for the brand in markets nationwide.
All four brands have a robust presence nationwide, yet regional preferences and variations in real estate footprints highlight the different paths to success in the off-price space.
The off-price apparel segment is thriving in 2025, with Burlington, Marshalls, Ross, and T.J. Maxx leading the charge. Consumers continue to prioritize value, fueling steady foot traffic growth and cementing off-price retailers as key players in the apparel space. Each brand is carving out its own regional strongholds while expanding its footprint, setting the stage for even greater success in the year ahead.
Want more data-driven insights? Visit Placer.ai.
How did Walmart, Target, and wholesale clubs perform in 2024? What do early 2025 foot traffic trends tell us about superstores’ growth potential in the coming year? And what do visitation patterns at Target and Walmart reveal about the role each chain plays in the wider retail landscape? We dove into the data to find out.
Wholesale clubs outperformed more traditional superstores in 2024, as Costco, BJ’s, and Sam’s Club saw 4.8% to 7.2% YoY increases in visits while Target and Walmart’s traffic remained relatively flat. And though wholesale clubs continued outperforming Target and Walmart in the new year as well, the two superstore leaders did see clear visit increases of 3.6% and 3.0%, respectively, in January 2025 – a promising sign for the retail giants’ growth in the year ahead.
Target and Walmart both operate national chains of one-stop shops that carry a variety of consumables and non-consumables, including groceries, apparel, toys, and electronics. But diving into the demographics of the two brand’s captured market reveals that each chain serves a slightly different audience.
Target tends to attract visitors from areas with higher HHI and larger households: The company’s captured market includes a larger share of both households with children and non-family (e.g. roommates) households than Walmart’s, perhaps due to Target’s relative appeal to both suburban and strongly urbanized segments. Meanwhile, Walmart seems to attract more repeat monthly visitors (who visit the chain at least twice a month), perhaps thanks to the chain’s extensive grocery offerings and to its popularity among rural and semirural segments who may not have a variety of retail options to frequent.
The two chains’ visitor base also exhibit differences in in-store behavior. Walmart visitors do seem to linger a little longer in store, with 20.7% of the chain’s visits lasting longer than 45 minutes compared to Target’s 17.1% – maybe thanks to the mission-driven shopping behavior of some of its rural and semirural customer base. But despite the longer visits, Walmart still receives a larger share of weekday visits than Target – perhaps thanks to its larger share of single shoppers with fewer weekday commitments.
For more data-driven consumer insights, visit placer.ai.
How did home improvement leaders The Home Depot and Lowe’s perform in 2024? And what lies ahead for the chains in 2025? We dove into the data to find out.
A challenging retail environment continued weighing on the home improvement space in 2024 as high prices and tighter consumer budgets led many consumers to push off discretionary renovations and remodels. As a result, visits to The Home Depot and Lowe’s remained below 2023 levels throughout 2024. Still, the visit gaps were relatively minor – The Home Depot received 1.6% to 3.5% fewer quarterly visits and Lowe’s saw a 2.2% to 4.7% visit gap relative to 2023 – a testament to the enduring strength of these home improvement giants.
Diving deeper into the daily visits data also reveals that, despite the challenges, the two retailers succeeded in driving significant visit boosts through promotions and holiday sales: Mother’s Day, Black Friday, and the Saturday of Memorial Day were the top three visited days for The Home Depot and Lowe’s in 2024. Lowe’s received its highest daily traffic boost on Mother’s Day – likely thanks to its free plant giveaway – while The Home Depot saw its largest visit surge over the traditionally busy Black Friday. Finally, Memorial Day sales drove the third largest visit peak for both chains.
The boost in consumer traffic during special events underscores the potential of seasonal promotions to drive engagement and foot traffic – even in times of wider retail headwinds and economic uncertainty.
Both The Home Depot and Lowe’s received fewer visitors in 2024 compared to 2023, but a closer look reveals that the YoY dips in repeat visitors (who visited at least twice a month) were larger than the declines in casual (once a month) shoppers. For example, in December 2024, the number of casual visitors to The Home Depot dipped 3.0% YoY while the number of repeat monthly visitors declined by 4.0% compared to 2023. YoY visitor trends to Lowe’s generally followed a similar trend.
This trend suggests that, with home sales at their lowest levels since 1995 and many consumers looking to avoid non-essential expenditures, demand for large-scale renovations may be slowing. As a result, contractors and homeowners undertaking major remodeling projects are likely visiting these stores less frequently.
But while these trends may be hampering home improvement visits in the short term, the current downturn could also be setting the stage for a future recovery – as a stabilizing economy could unleash significant pent-up demand.
Visits to the country’s two largest home improvement retailers, while not yet returned to their pandemic-era highs, are beginning to stabilize. Will 2025 see a return to normal for the chains?
Visit Placer.ai to keep up with the latest data-driven retail insights.
The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
This white paper includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.
The remote work war is far from over – and as the labor market cools, companies are ramping up efforts to get workers back in the office. But even those employers that are cracking down on WFH aren’t generally insisting that employees come in five days a week – for the most part.
Indeed, a growing consensus seems to posit that though in-person work carries important benefits, plugging in remotely at least part of the time also has its upsides. Nixing the daily commute can put the ever-elusive work/life balance within reach. And there’s evidence to suggest that remote work can enhance productivity – limiting distractions and letting workers lean into their individual biological clocks (so-called “chronoworking”).
But the precise contours of the new hybrid status-quo are still a work in progress. And to keep up, relevant stakeholders – from employers and workers to municipalities and local businesses – need to keep their fingers on the pulse of how this fast-changing reality is evolving on the ground.
This white paper dives into the data to explore some of the key trends shaping the office recovery. The analysis is based on Placer.ai’s Nationwide Office Index, which examines foot traffic data from more than 1,000 office buildings across the country. What was the trajectory of the post-COVID office recovery in 2023? What impact did return-to-office (RTO) mandates have on major cities nationwide, including New York, Dallas, San Francisco, and others? And how has the demographic and psychographic profile of office-goers changed since the pandemic?
Analyzing office building foot traffic over the past several years suggests that the office recovery story is still very much being written. After plummeting during COVID, nationwide office visits began a slow but steady upward climb in 2021, reaching about 70.0% of January 2019 levels in August 2023.
Since then, the recovery appears to have stalled – with some observers even proclaiming the death of RTO. But looking back at the office visit trajectory since 2019 shows that the process has been anything but linear, with plenty of jumps, dips, and plateaus along the way. And though office foot traffic tapered somewhat between November 2023 and January 2024, this may be a reflection of holiday work patterns and of January’s unusually cold and stormy weather, rather than of any true reversal of RTO gains. Indeed, if 2024 is anything like last year, office visits may yet experience an additional boost as the year wears on.
TGIF Vibes
But for now, at least, a full return to pre-COVID work norms doesn’t appear to be in the cards. And like in 2022, last year’s hybrid work week gave off some serious TGIF vibes.
On Tuesdays, Wednesdays, and Thursdays, office foot traffic was just 33.2% to 35.3% lower than it was pre-COVID. But on Mondays and Fridays, visits were down a whopping 46.0% and 48.9%, respectively. From a Year-over-year (YoY) perspective too, the middle of the week experienced the most pronounced visit recovery, with Tuesday, Wednesday, and Thursday visits up about 27.0% compared to 2022.
The slower Monday and Friday office recovery may be driven in part by workers seeking to leverage the flexibility of WFH for extended weekend trips. (Indeed, hybrid work even gave rise to a new form of nuptials – the remote-work wedding.) So-called super commuters, many of whom decamped to more remote locales during COVID, may also prefer to concentrate visits mid-week to limit time on the road. And let’s face it – few people would object to easing in and out of the weekend by working in their pajamas. Whatever the motivating factors – and despite employer pushback – the TGIF work week appears poised to remain a fixture of the post-pandemic working world.
Analyzing nationwide office visitation patterns can shed important light on evolving work and commuting norms. But to really understand the dynamics of office recovery, it is crucial to zoom in on local trends. RTO in tech-heavy San Francisco doesn’t look the same as it does in New York’s financial districts. And commutes in Dallas are very different than in Chicago or Washington, D.C.
Overall, foot traffic to buildings in Placer.ai’s Nationwide Office Index was down 36.8% in 2023 compared to 2019 – and up 23.6% compared to 2022. But drilling down into the data for seven major markets shows that each one experienced a very different recovery trajectory.
In New York and Miami, offices drew just 22.5% and 21.9% less visits, respectively, in 2023 than in 2019 – meaning that they recovered nearly 80.0% of their pre-COVID foot traffic. In New York, remote work policy shifts by major employers like Goldman Sachs and JPMorgan appear to have helped set a new tone for the financial sector. And Miami may have benefited from Florida’s early lifting of COVID restrictions in late 2020, as well as from the steady influx of tech companies over the past several years.
San Francisco, for its part, continued to lag behind the other major cities in 2023, with office building foot traffic still 55.1% below 2019 levels. But on a YoY basis, the northern California hub experienced the greatest visit growth of any analyzed city, indicating that San Francisco’s office recovery is still unfolding.
To better understand the relationship between employees’ occupational backgrounds and local office recovery trends, we examined the share of Financial, Insurance, and Real Estate sector workers in the captured markets of different cities’ office buildings. (A POI’s captured market is derived by weighting the census block groups (CBGs) in its True Trade Area according to the share of actual visits from each CBG – thus providing a snapshot of the people that actually visit the POI in practice). We then compared this metric to each city’s year-over-four-year (Yo4Y) office visit gap.
The analysis suggests that the finance sector has indeed been an important driver of office recovery. Generally speaking, cities with greater shares of employees from this sector tended to experience greater office recovery than other urban centers. And for New York City in particular, the dominance of the finance industry may go some way towards explaining the city’s emergence as an RTO leader.
Regional differences notwithstanding, office foot traffic has yet to rebound to pre-COVID levels in any major U.S. market. But counting visits only tells part of the RTO story. Stakeholders seeking to adapt to the new normal also need to understand the evolving characteristics of the in-office crowd. Are office-goers more or less affluent than they were four years ago? And is there a difference in the employee age breakdown?
To explore the evolution of the demographic and psychographic attributes of office-goers since COVID, we analyzed the captured markets of buildings included in the Placer.ai Office Indexes with data from STI (Popstats) and Spatial.ai (PersonaLive). And strikingly, despite stubborn Yo4Y office visit gaps, the profiles of last year’s office visitors largely resembled what they were before COVID – with some marked shifts. This may serve as a further indication that 2023 brought us closer to an emerging new normal.
The median household income (HHI) of the Office Indexes fell during COVID. But by 2022, the median HHI in the trade areas of the Office Indexes was climbing back nationwide in all cities analyzed, and fell just 0.6% short of 2019 levels in 2023. And in some cities, including San Francisco and Dallas, the median HHI of office-goers is higher now than it was pre-pandemic.
Better-paid, and more experienced employees often have more access to remote and hybrid work opportunities – and at the height of the pandemic, it was these workers that disproportionately stayed home. But as COVID receded, many of them came back to the office. Now, even if high-income workers – like many other employees – are coming in less frequently, their share of office visitors has very nearly bounced back to what it was before COVID.
Who are the affluent employees driving the median HHI back up? Foot traffic data suggests that much of the HHI rebound may be fueled by “Educated Urbanites” – a segment defined by Spatial.ai PersonaLive as affluent, educated singles between the ages of 24 and 35 living in urban areas.
For younger employees in particular, fully remote work can come at a significant cost. A lot of learning takes place at the water cooler – and informal interactions with more experienced colleagues can be critical for professional development. Out of sight can also equal out of mind, making it more difficult for younger workers that don’t develop personal bonds with their co-workers and to potentially take other steps to advance their careers.
Analyzing the trade areas of offices across major markets shows that – while parents were somewhat less likely to visit office buildings in 2023 than in 2019 – affluent young professionals are making in-person attendance a priority. Indeed, in 2023, the share of “Educated Urbanites” in offices’ captured markets exceeded pre-COVID levels in most analyzed cities – although the share of this segment still varied between regions, as did the magnitude of the shift over time.
Miami and Dallas, both of which feature relatively small shares of this demographic, saw more dramatic increases relative to their 2019 baselines – but smaller jumps in absolute terms. On the other end of the spectrum lay San Francisco, where the share of “Educated Urbanites” jumped from 47.8% in 2019 to a remarkable 50.0% in 2023. New York office buildings, for their parts, saw the share of this segment rise from 28.8% in 2019 to 31.0% in 2023.
Other segments’ RTO patterns seem a little more mixed. The share of “Ultra Wealthy Families” – a segment consisting of affluent Gen Xers between the ages of 45 and 54 – is still slightly below pre-COVID levels on a nationwide basis. In 2023, this segment made up 13.0% of the Nationwide Office Index’s captured market – down slightly from 13.3% in 2019. In New York and San Francisco, for example – both of which saw the share of “Educated Urbanites” exceed pre-COVID levels last year – the share of “Ultra Wealthy Families” remained lower in 2023 than in 2019. At the same time, some cities’ Office Indexes, such as Miami, Dallas, and Los Angeles, have seen the share of this segment grow Yo4Y.
Workers belonging to this demographic tend to be more established in their careers, and may be less likely to be caring for small children. Well-to-do Gen Xers may also be more likely to be executives, called back to the office to lead by example. But employees belonging to this segment may consider the return to in-person work to be a choice rather than a necessity, which could explain this cohort’s more varied pace of RTO.
COVID supercharged the WFH revolution, upending traditional commuting patterns and offering employees and companies alike a taste of the advantages of a more flexible approach to work. But as employers and workers seek to negotiate the right balance between at-home and in-person work, the office landscape remains very much in flux. And by keeping abreast of nationwide and regional foot traffic trends – as well as the shifting demographic and psychographic characteristics of today’s office-goers – stakeholders can adapt to this fast-changing reality.
Last year ended on a high note for many retailers, with cooling inflation and rebounding consumer confidence contributing to a robust holiday season. Still, 2023 was a year of headwinds for the sector, as consumers traded down and cut back on unnecessary indulgences.
In the midst of these challenges, some segments thrived. Continued prioritization of health and wellness by consumers drove strong visit growth for the Fitness and Beauty & Self Care segments – which emerged as 2023 winners and enjoyed positive foot traffic growth in Q4. At the same time, price consciousness drove foot traffic to Discount & Dollar Stores and Superstores, both of which made inroads into the affordable grocery space during the year.
The Grocery category, too, saw a 4.3% jump in visits last year compared to 2022, as well as a slight uptick in Q4 visits. And even the discretionary Dining sector held its own, with a 2.1% year-over-year (YoY) annual increase in foot traffic, and a Q4 quarterly visit gap of just 1.8%.
Fitness had a particularly strong 2023, buoyed by consumers’ sustained interest in self-care and wellness. Since the pandemic, gym memberships have graduated from a discretionary expense to something of a necessity – an important investment in health and wellbeing. The category has also likely continued to benefit from the post-COVID craving for experiences.
And quarterly data shows that the Fitness segment is positively flourishing. Throughout most of Q4 2023, Fitness venues experienced YoY weekly visit growth ranging from 8.8% to 12.2%. (The unusual visit spike and dip during the last two weeks of the quarter are due to calendar discrepancies: The week of December 18th, 2023 is being compared to the week of December 19th, 2022, which included Christmas Day – while the week of December 25th, 2023 is being compared to the week of December 26th, 2022, which did not).
Drilling down into the data for several leading fitness chains shows that there’s plenty of success to go around. Crunch Fitness – ranked by Entrepreneur as 2024’s top fitness franchise – led the pack with a remarkable 28.2% YoY annual increase in visits, partly fueled by the steady expansion of its fleet. And while other value gyms like Planet Fitness also saw robust visit growth, the boost wasn’t limited to budget options. Given the Fitness sector’s already-impressive 2022 performance, the category’s strong YoY showing is especially noteworthy.
Beauty & Self Care was another category to benefit from 2023’s obsession with wellness – as well as the “lipstick effect”, which sees consumers treating themselves to fun, affordable luxuries when money’s tight. Driven in part by the evolving preferences of Gen Z consumers, cosmetics leaders have embraced wellness-focused approaches to cosmetics that prioritize self-care and self-expression. This strategy continues to prove successful: Throughout Q4 2023, Beauty & Self Care chains saw steady YoY weekly visit growth, especially in November and early December – perhaps highlighting Beauty’s growing role in the holiday shopping frenzy.
One brand leading the cosmetics pack in 2023 was Ulta Beauty – which drew growing crowds with its diverse product selection. Everybody loves makeup, and Ulta makes sure to have something for everyone – from discount fare to more upscale products. Buff City Soap, which now pairs its signature offerings with experiential vibes at some 270 locations across 33 states, also experienced YoY annual visit growth of 14.7%. And Bath & Body Works, which made the Wall Street Journal’s list of best-managed companies for 2023, also saw visit strength, with an overall increase in annual foot traffic, even as Q4 visits saw a slight decline.
If wellness was a key retail buzzword in 2023, value was an equally discussed topic. And Discount & Dollar Stores – ideal destinations for cash-strapped consumers seeking bargain merchandise – made the most of this opportunity. Shoppers frequented these chains year-round for everything from groceries to home goods, propelling the category firmly into the mainstream.
And in Q4 2023, shoppers flocked to discount chains in droves to snag food items, stocking stuffers, and other holiday fare – fueling near-uniform positive YoY foot traffic growth throughout the quarter. The week of October 30th seems to have kicked off the Discount & Dollar holiday shopping season, perhaps showcasing the segment’s growing role as a Halloween candy and costume hotspot.
Every discount chain is somewhat different – and the success of the various Discount & Dollar chains can be attributed to a range of factors. Dollar Tree and Dollar General likely benefited from the broadening and diversification of their grocery selections – while Ollie’s (“Get Good Stuff Cheap!”) solidified its position as a place to find relatively upscale items at a bargain. All three chains – and particularly Dollar General and Ollie’s – also grew their footprints over the past year. Family Dollar (also owned by Dollar Tree) also came out ahead on an annual basis – despite the comparison to a strong 2022.
Of all the Discount & Dollar chains, Five Below saw the biggest surge in foot traffic, partly as a result of its increasing store count. But the retailer’s offerings – affordable toys, party supplies, and other fun splurges – also appear to have been tailor-made for 2023’s retail vibe.
During the fourth quarter of the year, Superstores saw a slight YoY increase in visits – including during the all-important week of Black Friday, beginning on November 20th. (This week was compared with the week of November 21st, 2022, which also included Black Friday). Like Discount & Dollar chains, Superstores saw an appreciable YoY visit uptick during the week of Halloween.
On an annual basis, Superstore mainstays Walmart and Target experienced visit increases of 2.8% and 4.7%, respectively. But while all the major category players enjoyed a successful year, membership warehouse chains’ YoY visit numbers were especially strong. As perfect venues for mission-driven shopping expeditions, Costco, Sam’s Club, and BJ’s likely drew shoppers eager to load up on both inexpensive gifts and essentials.
The traditional Grocery sector also held its own during Q4 2023. Notably, grocery stores saw positive visit growth for most weeks of November and December, a period encompassing the critical Turkey Wednesday milestone – no small feat given the disruptions experienced by the category.
Unsurprisingly, it was discount grocery chains that saw some of the greatest YoY visit growth, as shoppers – including higher-income segments – sought to counter inflation with lower-priced food-at-home alternatives. Whether through opportunistic buying models, private label merchandising, or no-frills customer experiences, value supermarkets proved once again that even quality specialty items don’t have to carry high price tags.
Eating out can be expensive – and when money’s tight, restaurants and other discretionary categories are often first to feel the crunch. But the Dining category seems to have emerged from 2023 relatively unscathed, with overall yearly visits up 2.1% compared to 2022 despite the modest YoY weekly visit gaps in Q4 2023. And given the myriad challenges out-of-home eateries had to contend with in 2023 – from inflation to labor shortages – even the minor weekly gaps are quite an attainment. (As noted, the last two weeks of the quarter reflect calendar discrepancies).
Foot traffic data shows that dining success could be found across sub-categories. Wingstop, Shake Shack, and Jersey Mike’s Subs rocked Fast Casual and QSR, with annual YoY visit growth ranging from 11.8% to 20.3%, partly fueled by the chains’ growing footprints. Full-Service Restaurants also had their bright spots, including all-you-can-eat buffet star Golden Corral and two steak venues: Texas Roadhouse and LongHorn Steakhouse.
And in the Coffee, Breakfast, and Bakeries space, Playa Bowls led the charge. The superfruit bowl chain’s affordable, wellness-oriented treats seem to have been created with 2023 in mind – and during the year Playa Bowls expanded its fleet while also seeing double-digit increases in comparable store sales. Steadily expanding Biggby Coffee and Dutch Bros. Coffee also saw significant YoY foot traffic growth.
New year, new retail opportunities. And though 2023 is firmly in the rearview mirror, the economic headwinds that characterized much of the year have yet to fully dissipate. But every challenge also brings with it new opportunities, and many retailers are adapting to meet their customers' changing wants and needs.
This white paper analyzes location intelligence for 10 brands poised to succeed in 2024. Some, like low-cost apparel and home furnishing stores, are benefitting from consumer trade-down. Others are expanding into rural or suburban areas to meet customers where they are. Read on for some of 2024’s retail winners.
Until around four years ago, New Balance sneakers were commonly seen on the feet of suburban dads – not exactly a recipe for high fashion. But all that began to change in 2019 when the company began collaborating with Teddy Santis, who eventually became New Balance’s creative director. Since then, the brand’s popularity has surged among Gen Z and X and is now one of the fastest-growing sneaker companies in the industry, despite the increasing competition in sneaker space. In 2023, foot traffic to New Balance stores grew 3.3% year-over-year (YoY) and the brand has firmly established itself as ultimate retro cool.
Diving into the demographics of New Balance stores’ captured market trade area reveals the success of the chain’s rebranding. In 2023, New Balance’s trade area included larger shares of “Ultra Wealthy Families,” “Young Professionals,” and “Educated Urbanites” than the average shoe store’s trade area – highlighting New Balance’s successful reinvention as a brand for the young and hip.
The home improvement space is dominated by Lowe’s and Home Depot – but Harbor Freight Tools is quickly making a name for itself as a go-to destination for affordable tools and supplies.
Over the past few years, Harbor Freight Tools has expanded rapidly, with many of its new stores opening in smaller towns and cities. And the expansion appears to be paying off, with visits up YoY during every month of 2023. And although the chain is now operating with a significantly larger store fleet, the average number of visits per venue has generally increased – indicating that the company is expanding into markets where it is meeting a ready demand.
Over a decade after Mackelmore dropped his smash hit “Thrift Shop” in 2012, second-hand stores are still enjoying their time in the limelight. Shoppers, driven by a desire to reduce waste, find unique styles, and to save a few dollars at the till, continue to flock to thrift stores. And Winmark Corporation, which operates five secondhand goods chains – including apparel brands Plato’s Closet (young adult clothes), Once Upon a Child (children's clothes and toys), and Style Encore (women's clothing) – has benefited from the strong demand. Visits to the three Winmark clothing banners increased an average of 5.3% YoY in 2023.
The median household income (HHI) in the trade areas of Winmark’s apparel chains tends to be lower than the median HHI in the wider apparel category – so budget-conscious consumers are driving at least some of the company’s growth. With more consumers looking for ways to cut back on spending in 2024, the demand for second-hand clothes is expected to grow even further – and Winmark is likely to continue reaping the benefits.
HomeGoods, a treasure hunter's dream, is the discount home furnishing retailer owned by off-price retail giant TJX Companies. The chain, which operates over 900 brick-and-mortar stores, recently closed its e-commerce platform to focus on its physical locations – where foot traffic grew 6.0% between 2023 and 2022.
HomeGoods carries kitchen and home decor items along with furniture, and may be benefiting from the relative strength of the houseware segment, driven in part by an increase in at-home entertainment. And in a surprising twist, this low-cost retailer attracts more affluent visitors than visitors to the home furnishing segment overall. The median household income (HHI) in HomeGoods’ trade area stood at $84.7K/year compared to a $78.5K median HHI in the trade area of the average home furnishing chain. As economic uncertainty and the resumption of student loan payments impact consumers, wealthier shoppers seeking a budget-friendly home refresh are likely to continue choosing HomeGoods over pricier alternatives.
Florida-based Bealls, Inc., which got its start as a small town five-and-dime in 1915 in Bradenton, Florida, now operates over 600 stores across the country. The company, which saw an impressive 9.0% YoY increase in visits in 2023, recently consolidated its two largest banners – Burkes Outlet and Bealls Outlet – under the Bealls name.
One reason for Bealls’ success could be its appeal to rural consumers. Over the past five years, the share of households falling into Spatial.ai: PersonaLive’s “Rural Average Income” segment has steadily increased, growing from 12.6% in 2019 to 15.1% in 2023. With rural shoppers continuing to command ever-more attention from retailers, the increase in visits from this segment bodes well for Bealls in 2024.
Ollie’s Bargain Outlet was built for this economy. The chain saw a 13.0% YoY increase in visits in 2023, thanks in part to its popularity among a wide array of budget-conscious consumers. Ollie’s has found success with rural shoppers while maintaining its appeal among value-oriented suburban segments – and the chain’s diverse audience base seems to be setting it apart from other discount retailers.
A closer look at the chain’s captured market data, layered with the Spatial.ai: Personalive dataset, reveals that Ollie’s trade area includes larger shares of the “Blue Collar Suburbs” and “Suburban Boomer” segments when compared to the wider Discount & Dollar Stores category. As the chain plots its expansion, focusing on suburban and rural areas may help Ollie’s meet its customers where they are.
Trader Joe’s has managed to do what few stores can. The company does not invest in marketing, has no online shopping options, and loyalty programs? Forget about it. But despite this unusual approach to running a business, the California native has enjoyed consistent success over the years, with a 12.4% YoY increase in visits in 2023.
Trader Joe’s is particularly popular among younger shoppers, perhaps thanks to the company’s focus on sustainability and social responsibility – as well as its famously low prices. Analyzing the chain’s trade area using the AGS: Panorama dataset reveals that Trader Joe’s attracts more “Emerging Leaders” and “Young Coastal Technocrats” (segments that describe highly educated young professionals) than the average grocery chain. With Gen Z particularly concerned about putting their money where their mouth is, Trader Joe’s is likely to sustain its momentum in 2024 and beyond.
Convenience stores are growing up and evolving into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one c-store redefining what a convenience store can be. The chain, which announced a merger with Dom’s Kitchen in November 2023, offers an upscale convenience store experience and is particularly known for including local brands in its product assortment as well as its excellent wine curation and dining options.
Visitors to the chain were significantly more likely to fall into AGS: Behavior & Attitudes dataset’s “Wine Drinker” or “Nutritionally Aware” segments than visitors to nearby convenience stores. The company plans to ramp up store openings, particularly in the suburbs, where convenience and a good bottle of wine might just find the perfect home as a welcome distraction from the daily grind.
Jersey Mike’s is one of the fastest-growing franchise dining chains in the country, operating over 2,500 locations in all 50 states. The sandwich chain has seen its popularity take off over the past few years, with 2023 visits up 14.1% YoY and plans to open 350 new stores in 2024.
The company has long prioritized affluent class suburban customers – and visitation data layered with the Experian: Mosaic dataset reveals that Jersey Mike’s has indeed succeeded in attracting this audience. The percentage of “Booming with Confidence” and “Flourishing Families” (both affluent segments) in Jersey Mike’s trade area was larger than in the trade areas of the average sub sandwich chain. As Jersey Mike’s continues its expansion, focusing on suburban areas may continue to serve the chain well.
The East Coast may not be the first region that pops to mind when thinking about tropical smoothies – but New Jersey-based Playa Bowls is making it work. The company was founded by avid surf enthusiasts determined to bring the flavors of their favorite surfing towns stateside.
Playa Bowls has enjoyed strong visit numbers in 2023, with overall visits up 23.0% and average visits per venue up 17.1% YoY – and part of the chain’s success may be driven by its ability to draw wealthier customers to its stores. The Experian: Mosaic dataset reveals that the “Power Elite” segment is overrepresented in the company’s trade areas: The share of households falling into that segment from Playa Bowl’s captured market exceeded their share in the company’s potential market. As the chain continues expanding its domestic footprint, it seems to have found its niche among a wealthy customer base.
The past year saw a wide range of challenges facing brick-and-mortar retailers as economic fears continued to shake consumer confidence. But there are plenty of bright spots as the new year gets underway. These ten brands prove that the retail world never stands still, and that the next opportunity is just around the corner.
