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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.
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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?
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With consumer interest in wellness showing no sign of slowing down, we dove into fitness foot traffic data to see how the segment performed in 2024 and understand what the new year holds for the category.
The fitness category has yet to hit its peak. Following consistent year-over-year (YoY) growth in monthly visits throughout 2024, traffic to the category rose again in January 2025 with visits 2.3% higher than in January 2024 – a strong start for what is likely to be another standout year in the fitness space.
And while some may consider New Year’s resolutions to be an outdated, unhelpful institution, the data indicates that January still drives a significant fitness spike as Americans across the country commit to their wellness goals at the start of the year.
Fitness visits in January 2025 were 21.2% higher than in December 2024 – only a slightly lower spike than the month-over-month (MoM) January 2024 jump of 23.4% – indicating that New Year’s resolutions are still quite popular in 2025. At the same time, the slightly lower MoM growth in January may also reflect the relatively stable visitation trends throughout 2024 – a shift from the traditional patterns of fitness chains losing about 30% of their members each year.
Diving into individual fitness chains reveals that the category’s ongoing success is driving visit growth across the fitness segment – including at budget gyms such as Planet Fitness and Crunch Fitness, mid-range chains such as LA Fitness, and premium brands such as Life Time. And critically, both overall visitors and visit frequency were consistently elevated in H2 2024 and going into 2025, indicating that not only are more people going to the gym – they’re also generally going more frequently. It seems, then, that the wellness trend of the past few years is still gaining momentum.
While the increased interest in wellness seems to have brought a boost in industry-wide fitness visits, analyzing visit frequency by brand and quarter does reveal some differences – and some similarities – across different brand tiers.
All four brands analyzed – Planet Fitness, Crunch Fitness, LA Fitness, and Life Time – received the largest share of repeat visitors (at least twice a month) in Q1 2024, as New Year’s resolutions drove a boost in gym-going frequency. The share of repeat visitors then consistently fell throughout the year, and the chains (with the exception of Life Time) received the lowest share of repeat visits in Q4 as vacations and holidays likely interfered with people’s exercise schedule.
One might expect high value low price (HVLP) gyms to attract lower-usage members – since the modest fee may mean that members are not compelled to get the most bang for their buck – but looking at the data reveals that visit frequency did not necessarily correlate with membership pricing. While Planet Fitness and Crunch Fitness are both HVLP chains, their visit frequency patterns differed significantly: Planet Fitness seemed to attract a relatively high share of lower-usage members, while Crunch Fitness’ visit frequency exceeded that of higher-priced LA Fitness and was in fact was closer to that of premium chain Life Time.
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Bloomin’ Brands, the parent company of Outback Steakhouse, Carrabba’s Italian Grill, Bonefish Grill, and Fleming’s Prime Steakhouse, faced a year of mixed results in 2024 amid continued challenges in the dining sector.
We analyzed the company’s overall performance, along with its individual brands, to see what the visit data reveals about the past year.
The past year was a challenging one for many restaurant chains, and Bloomin’ Brands was not immune. Overall visits to the restaurant group declined by 2.9% YoY, with quarterly visits in 2024 falling between 1.9% and 4.0% compared to 2023.
Still, Bloomin’ appears to be working on a pivot – and visits per location metrics suggest that this is working. The company closed dozens of stores throughout 2024, a rightsizing strategy aimed at focusing on high-performing locations. As a result, visits per location tracked more closely with 2023 levels, with visits per location for 2024 as a whole up by 0.1% compared to 2023.
Diving into individual brands reveals that most of Bloomin’s chains displayed minimal visit gaps. In particular, Fleming’s Prime Steakhouse finished the year strong with a 0.8% YoY increase in Q4 2024 visits – in keeping with the general outperformance of fine dining concepts, especially around the holidays.
Still, one brand, Bonefish Grill, lagged behind the others. The company intends to simplify the menu and enhance the core brand experience, which may help bring visits back to Bonefish in 2025.
While most Bloomin’ Brands chains experienced visit declines in 2024, visits per location tracked closely with 2023 levels, reflecting the impact of the company’s strategic closures.
Outback Steakhouse, Carrabba’s Italian Grill, and Fleming’s Prime Steakhouse all saw YoY increases in visits per location for three out of four quarters in 2024. Fleming’s in particular ended the year strong with a 3.3% visit per location increase in Q4 2024 – suggesting that Bloomin’ might do well by focusing on its more upscale offerings.
And Bonefish Grill saw smaller YoY visit gaps in average visits per location compared to its overall visit metric – a sign that rightsizing may have helped offset some of the broader traffic challenges.
Despite facing a challenging year, the stability in the average visits per location across Bloomin’ Brands serves as a reminder that there are plenty of ways for restaurants to pivot and succeed.
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CAVA and sweetgreen have been rapidly expanding, cementing their place in the fast-casual dining landscape. We dive into the data to take a closer look at CAVA and sweetgreen’s foot traffic performance and uncover the seasonal visitation patterns driving appetite for these fast-growing chains in 2025.
CAVA and sweetgreen are still firmly in expansion mode, with new store openings fueling their foot traffic growth. Last quarter, CAVA reported a 21.4% year-over-year (YoY) increase in total restaurants and currently boasts nearly 380 locations. And in the past year, sweetgreen has opened dozens of new venues, growing the chain’s footprint to over 900 locations.
Through H2 2024 and the start of 2025, CAVA and sweetgreen experienced consistent YoY visit growth – outperforming the fast-casual restaurant category every month. CAVA’s significantly larger visit growth (26.9% compared to sweetgreen’s 9.9% YoY in Q4 2024) was likely due to the proportional impact of new restaurant openings on CAVA’s smaller real estate footprint.
As CAVA and sweetgreen continue to expand, 2025 is likely to be another year of sustained growth for both restaurants.
Analyzing seasonal visit trends can reveal some of the factors driving sweetgreen and CAVA’s success.
Fast-casual restaurants generally receive more of their visits during lunch than during dinner. And CAVA and sweetgreen received an even larger share of lunchtime (12 PM to 3 PM) visits than the fast-casual average – indicating that these restaurants’ lunchtime popularity is likely a major growth driver.
CAVA also received the highest dinner (between 6 PM and 9 PM) visit share. This indicates that despite CAVA’s fast-casual designation, consumers seem to treat it more like a full-service restaurant, with patrons visiting the chain to eat a proper meal and not just to grab a convenient bite between errands. And the company’s recently launched loyalty program may well bring even more lunch and dinner visits to the chain in 2025.
Meanwhile, sweetgreen’s dinner visit share remained at or below the fast-casual average throughout the year. But evening traffic to the salad chain did increase during the warmer months – hitting a high of 27.4% between July and October – perhaps due to consumers remaining out and about later when there were more daylight hours. Consumers generally spend significantly more on dinner out than on lunch, so sweetgreen may want to fuel its warm-weather dinner boost by offering specials or promotions to attract even more evening patrons to its locations during Q2 and Q3. Sweetgreen may also choose to incorporate time-dependent ordering incentives into its new loyalty program to encourage more evening visits throughout the year.
Further analysis of visitor behavior reveals that CAVA and sweetgreen drive a significant share of weekend visits. And while sweetgreen’s dinner boost tends to occur in Q2 and Q3, both sweetgreen and CAVA’s weekend visit share increases in Q1 and Q4.
At least some of the elevated weekend visits in Q4 2024 may have been due to the many consumers that were on vacation – eating fewer mid-week meals out of the house – or grabbing a bite while doing their holiday shopping on Saturday and Sunday. Still, elevated weekend traffic in Q1 indicates that the chains have the potential to drive significant traffic during other cold-weather months on days when consumers have more time for recreation.
CAVA’s continued investment in inviting dining rooms – part of the chain’s “Project Soul” campaign – may attract unhurried diners looking to experience a cozy ambiance, while sweetgreen’s early-stage rollout of the robotic “Infinite Kitchen” may actually elevate the indoor dining experience to one that is fun and weekend-worthy.
As sweetgreen and CAVA pursue various strategies in their next phase of growth, an understanding of consumer behavior can help the chains maximize the potential of their robust visitor bases and enhance operational efficiency.
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The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
Several factors seem to have converged in January 2025 to temporarily hamper the return to office (RTO) recovery. First, last month brought a polar vortex to much of the United States, compelling Americans to stay indoors and avoid unnecessary trips outside – including to the office. January 1st also fell on a Wednesday this year, and many people likely took advantage of the calendar luck to extend their vacation through the weekend – leading to fewer January office visits compared to years when New Year’s Day falls earlier in the week.
As a result, the January 2025 bump appeared relatively muted: Visits in January 2025 were only 17.7% higher than in December 2024, compared to a 31.3% month-over-month increase from December 2023 to January 2024. And visits were 40.2% lower than they were in pre-pandemic January 2019 – a slightly worse showing than the 39.2% pre-pandemic visit gap of December 2024.
The meteorological and calendar challenges seem to have impacted office visits on a metro area as well, with few cities analyzed making significant RTO strides in January 2025. The sole exception was New York, where January 2025 visits were only 19.0% lower than they were in January 2019 – a slightly smaller visit gap than the previous month.
Diving into the year-over-year data shows the impact of the polar vortex more clearly. Many of the cities where residents are used to and equipped for the colder weather – Chicago, Boston, and New York – seemed to have experienced a relatively minimal impact from the arctic blast. The one exception was Denver, which was exceptionally frigid – with subzero temperatures – so that even those used to cold may have opted to work from home.
But in metro areas where weather tends to be relatively warm – including Atlanta, Houston, Washington, D.C., and Dallas – the impact of the polar vortex was visibly stronger. In these cities, the YoY visit gap ranged from 7.5% (Atlanta) to 12.0% (Dallas) – as employees without proper winter jackets or snow tires likely chose to stay cozy and avoid the chill.
January 2025’s RTO stats may not have been particularly impressive, but the relatively weak office data is likely more a reflection of last month’s unique challenges rather than a slowdown in RTO momentum. With the weather now back to normal and no mid-week holidays in the near future, the coming months will be critical in evaluating if the RTO is in fact slowing down or whether January just marked a temporary setback within a still unfolding story.
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Consumer preferences have shifted over the past five years. COVID-19 and inflation impacted shopping habits and behaviors across the retail space – and while some of the changes were short-lived, others appear to have more staying power. Now, with memories of the lockdowns fading, and as the inflation that plagued much of 2022 and 2023 wanes (hopefully), we analyzed location intelligence data to understand what the retail and dining landscape looks like today.
This report leverages historical and current foot traffic data and trade area analysis to better understand the current retail and dining landscape and reveal consumer trends likely to shape 2024 and beyond. Which segments have benefited most from the shifts of the past five years? How are legacy brands staying on top of current shopping and dining trends? Where are people shopping and dining in 2024? And what characterizes the modern consumer?
One of the major retail stories of the past five years has been the rise of Discount & Dollar Stores. Category leaders such as Dollar General and Dollar Tree expanded significantly prior to the pandemic, which helped these essential retailers attract large numbers of customers during the initial months of lockdowns.
During this period, many Discount & Dollar Stores invested in more than just their store count – several leading chains also expanded their grocery selection, allowing these companies to compete more directly for Grocery and Superstore shoppers. As Discount & Dollar Stores continued growing their store fleets – and as the pandemic gave way to inflation concerns – shoppers looking for more affordable consumables options gravitated to this segment.
Location intelligence shows that the rapidly opening stores and stocking them with fresh groceries is working – since 2019, Discount & Dollar Stores have slowly but steadily grown their visit share relative to the Grocery and Superstore sectors.
In 2019, Discount & Dollar retailers captured 15.1% of the visit share between the three categories analyzed. This number grew by a full percentage point between 2019 and 2020 and the trend has continued, with the category enjoying 16.6% of the relative visit share in 2023. Meanwhile, Superstores’ relative visit share decreased during the same period, dropping from 41.7% in 2019 to 40.0% in 2023, while the relative visit share of Grocery Stores remained mostly stable.
Still, consumers are not giving up their regular Grocery or Superstore run quite yet – over 80% of combined visits to Grocery Stores, Superstore, and Discount & Dollar Store sectors still go to Grocery Stores and Superstores. But the data does indicate that some shoppers are likely choosing to shop for groceries and other consumables at Discount & Dollar Stores. And CPG companies and category managers looking to reach customers where they shop may want to consider adding Discount & Dollar Stores to their distribution channels.
The key question that remains is how much of the gained visit share can the Discount & Dollar leaders maintain as the economic environment improves. This metric will be the strongest sign of whether the short term gains made within a favorable context drove long term value.
Superstores’ visit share may be shrinking somewhat in the face of Discount & Dollar Stores’ growth. But diving into the Superstore leaders reveals that these macro-shifts are having a different impact on the various sub-categories within the wider Superstore segment.
Walmart remains the undisputed Superstore leader thanks to its 61.8% share of overall visits to Walmart, Target, Costco, Sam’s Club, and BJ’s in 2023. But 61.8% is still lower than the 66.3% relative visits share that the Superstore behemoth enjoyed in 2019. Meanwhile, Target grew its relative visit share from 17.3% in 2019 to 19.3% in 2023, while the combined visit share of the three membership club brands increased from 16.5% in 2019 to 18.9% in the same period.
Some of the shift in visit share can be attributed to Walmart closing several locations while Target, Costco Sam's Club, and BJ's expanded their fleet – but other factors are likely at play.
Costco and Target attract the most affluent clientele of the five chains analyzed, which could explain why these chains have seen significant growth at a time when many consumers are operating with tighter budgets. The success of these companies also suggests that there are enough consumers willing to spend beyond the basics – as shown with Target’s Stanley Cup success (more on that below) – to support a varied product selection that includes higher-priced options. It also speaks to a high upside on a per customer basis for chains that have proven effective at providing higher-end products alongside those with a value orientation. This speaks to a unique capacity to effectively address “the middle” – an audience that is defined neither solely by value-seeking nor by high-end product proclivities.
Sam's Club and BJ’s also give shoppers an opportunity to save by buying in bulk and cutting down on shopping trips – and related gas expenses – which may also have contributed to their success. The increase in the relative visit share of wholesale clubs indicates that today’s consumer might react positively to more options for bulk purchases in non-warehouse club chains as well.
Retail is not the only sector that has seen slow and steady shifts in recent years – the dining space was also significantly impacted by pandemic restrictions of 2020-2021 and the inflation of 2022-2023. Location intelligence reveals shifts in both the types of establishments favored by consumers and in the in-store behaviors of dining consumers.
Convenience stores’ dining options have evolved in recent years, with today’s consumers heading to Wawa for a freshly made specialty hoagie or to Buc-ee’s to enjoy the chain’s variety of specialty snacks.
Analyzing the visit distribution among C-Stores and other discretionary dining categories (Fast Food and QSR, Restaurants, and Breakfast & Coffee, not including Grocery and Superstores) showcases the growing role of C-Stores in the dining space. Between 2019 and 2023, C-stores' visit share relative to the other discretionary dining categories jumped from 24.2% to 27.1%. The relative visit share of Breakfast, Coffee, Bakeries & Dessert Shops also grew slightly during the period. Meanwhile, Restaurants’ relative visit share dropped from 13.8% to 11.7% and Fast Food & QSR’s dipped from 51.8% to 50.6%.
Several factors are likely driving this evolution. Most Restaurants shuttered temporarily at the height of the pandemic while C-Stores remained open – and consumers likely took the opportunity to get acquainted with C-Stores’ food-away-from-home options. And many C-Stores expanded their footprint in recent years, while some dining chains downsized, which likely also contributed to the changes in relative visit share between the segments.
But the continued growth of C-Stores between 2021 and 2022, and again between 2022 and 2023, indicates that many diners are now embracing C-Store food out of choice and not just due to necessity. The rise of the Breakfast, Coffee, Bakeries & Dessert Shops category alongside C-Stores in the past five years may also highlight the current appetite for affordable grab-and-go food options. And with C-Store operators embracing the shifts brought on by the pandemic and actively expanding their food options, diners are increasingly likely to consider C-Stores for their portable meals and packaged snacks.
C-Store visitors are increasingly receptive to trying new products at their local c-store. So how can C-Store operators and CPG companies determine which products will best appeal to customers? Analyzing the trade areas of seven major chains – 7-Eleven, Wawa, Casey’s, QuikTrip, Cumberland Farms, Plaid Pantry, and Buc-ee’s – using the Spatial.ai: FollowGraph dataset reveals significant variance in food preferences between the chains’ visitor bases.
For instance, Plaid Pantry visitors were 55% more likely than the nationwide average to fall into the “Asian Food Enthusiasts” segment in 2023, in contrast with Casey’s visitors who are 7% less likely to belong to this psychographic. Residents of the trade areas of QuikTrip and Buc-ee’s rank highest for "Fried Chicken Lovers," while Cumberland Farms and Plaid Pantry visitors register the least interest. C-Store operators, QSR franchisees, packaged food manufacturers, and other stakeholders can leverage these insights to optimize food offerings, identify promising partnership opportunities, and find new venues for product testing.
While C-Stores stores may be the exciting story of the day, Full-Service Restaurants continue to play a major role in the wider dining landscape. And despite the ongoing economic headwinds, several dining brands and categories are seeing growth – although location intelligence suggests that in-restaurant behavior may be changing as well.
For example, the hourly visits distribution for leading steakhouse chains has shifted over the past five years: Between 2019 and 2023, Texas Roadhouse, LongHorn Steakhouse, and Outback Steakhouse all saw a jump in the share of visits occurring between 2:00 PM and 6:00 PM – not typical steak eating hours.
Outback and Texas Roadhouse offer early bird dinner specials while LongHorn has a happy hour, so some diners may be choosing to visit these restaurant chains earlier in the evening in order to stretch their eating out budget. Other consumers who are still working from home most of the week may also be eating on a more flexible schedule, and these diners may be having more late lunches in 2023 when compared to 2019. Restaurant operators, drink providers, and menu developers may want to adapt their offerings to this emerging mid-afternoon rush.
The data examined above shows changes within key retail and dining segments over the past five years. So what do these shifts reveal about today’s consumer? What are shoppers and diners looking for in 2024?
The beginning of 2024 was marked by an Arctic blast and plunging temperatures. Consumers, unsurprisingly, hunkered down at home – and foot traffic to many retail categories took a dip. But the declines were short-lived, and by the fourth week of January 2024 foot traffic had rebounded across major categories.
Still, zooming into weekly visit performance for key retail and dining categories for the first eight weeks of the year reveals that the cold did not impact all segments equally – and the subsequent resurgence boosted some sectors more than others.
Discount & Dollar Stores had the strongest start to 2024, with YoY visits up almost every week since the start of the year, and the category showing even more substantial growth once the cold spell subsided. The Grocery category also succeeded in exceeding 2023 weekly visit levels almost every week, although its visit increases were more subdued than those in the Discount & Dollar Store segment.
Superstore and C-Store experienced relatively muted YoY declines in early January and saw significant weekly visit growth as Q1 progressed, with C-Stores outperforming Superstores by late January 2024. And Dining – which suffered a particularly heavy blow in early 2024 – also rebounded with gusto, offering another strong indicator of the resilience of today’s consumer.
Like in the wider Dining industry, weekly YoY visits to the QSR segment quickly rebounded following the unusual cold of the first three weeks of January 2024. And three chains from across the QSR spectrum – legacy chain Wingstop, rapidly expanding Raising Cane’s, and regional cult favorite Whataburger – are seeing particularly strong foot traffic performances.
Diving deeper into the location intelligence reveals that the three chains’ success may be due in part to their visitor base composition: The trade areas of all three brands included a larger share of four-person households compared to the nationwide average of 24.6%.
Wingstop, Raising Cane’s, and Whataburger’s menus all include larger orders to create shareable meals. And larger households seem to be particularly receptive to dining options that allow them to save money, which could explain the significant share of 4+ person households that visit these chains.
The success of these diverse QSR chains also indicates that, although larger households may have more expenses – and might therefore be more impacted by inflation – they can also drive visits to brands that cater to their needs. So dining operators and food manufacturers looking to attract family demographics may consider offering larger meal combos or larger packaging to help larger households splurge on affordable luxuries without breaking the bank.
Perhaps the most significant sign that today’s consumers are still willing to spend money on non-essentials is the recent success of the Starbucks X Stanley “Pink Cup”. The cup has caused such a sensation that re-sellers ask for up to six times the original $50 price – and for those unwilling to shell out the big bucks on the cup, enterprising cup owners offer photo shoots with the product for $5.
The Starbucks X Stanley “Pink Cup” was released on January 3rd, 2024 and could only be bought at Starbucks kiosks located inside a Target. Viral videos of the release circulated on social media, showing eager crowds lining up early in the morning for the chance to be first to grab their cup. Location intelligence reveals that these early morning visits were significant enough to change Target’s typical hourly visit pattern.
Foot traffic between 7:00 AM and 9:00 AM on January 3rd, 2024 accounted for 4.4% of daily visits, compared to 2.6% of daily visits occurring during that time slot on a typical Wednesday in January or February. And demand for the pink Stanley cup drove a spike in daily visits as well – overall daily visits to Target on January 3rd were 18.7% higher than the average Wednesday visits in January and February 2024.
The visit trends to Target on Pink Cup Day are particularly impressive given the freezing weather in some regions of the country and because consumers were coming off the holiday shopping season. And the success of the cup shows that 2024’s shopper is willing to show up – especially for a viral product. Creating buzzy marketing campaigns, then, may be the key to driving retail success.
The retail changes of the past few years have left their mark on how people shop, eat, and spend. And keeping ahead of these changes allows companies and product managers to ensure they can tailor their offerings – whether product selection or marketing campaigns – to the right audience.
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.
