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Memorial Day – the unofficial start of the summer season – is typically accompanied by major retail promotions and movie releases. We dove into the visit data to see how consumers celebrated the holiday and see how brick-and-mortar retail traffic compared to last year's numbers.
Memorial Day weekend brought a visit boost to retail chains nationwide, with the holiday's impact already felt on Friday, May 23rd 2025 as traffic spiked 10.0% compared to the YTD (January 1st to May 26th) Friday average. But comparing the data with last year's numbers shows that year-over-year (YoY) visits remained essentially flat.
Critically, this stability in Memorial Day week retail visits follows several weeks of year-over-year (YoY) traffic increases, likely due to consumer pull-forward of demand. So the fact that consumers still came out to shop Memorial Day sales – even after weeks of increased activity – suggests that brick-and-mortar retail remains resilient despite the wider macroeconomic shifts.
Diving into the apparel industry reveals that traditional apparel received a healthy Memorial Boost. And sportswear and athleisure – which may carry a slightly higher price point – saw the largest Memorial Day spikes compared to the year-to-date (YTD) average as shoppers took advantage of holiday promotions.
Meanwhile, off-price retailers saw relatively muted boosts compared to the YTD numbers, perhaps because shoppers prioritized time-sensitive bargains over the off-price segment's regular discounts. But the category saw a substantial increase in YoY visits, demonstrating consumers' ongoing value orientation.
Memorial Day is also a time for getting together with family and friends – often over a barbecue, picnic, or other food-forward events. As a result, grocery stores, BevAlc retailers, discount & dollar stores, and superstores all received traffic boosts compared to the YTD average, with BevAlc seeing the largest spike in visits.
Grocery stores, BevAlc retailers, and discount & dollar stores also saw YoY visit increases – perhaps suggesting an increase in Memorial Day socializing compared to 2024.
While several retail categories saw significant Memorial Day-driven visit boosts, the largest increase in traffic by a long shot went to movie theaters. Combined visits to AMC, Regal, and Cinemark were up 423.6% on Monday, May 26th 2025 compared to the YTD Sunday average, with combined weekly visits to the three chains up 92.4% for the week.
The Memorial Day visit spikes – likely driven by the success of new releases such as Mission: Impossible – The Final Reckoning and Lilo & Stitch follow weeks of high traffic as films including A Minecraft Movie and Sinners drove significant traffic increases at movie theaters nationwide.
This ongoing movie theater momentum suggests that, despite past concerns about streaming and changing consumer habits, the theatrical experience continues to hold significant appeal.
Overall, the Memorial Day 2025 data paints a picture of a resilient consumer ready to engage with both retail promotions and entertainment experiences. The data also suggests that, while brick-and-mortar retail continues to attract consumers on retail milestones, entertainment is reclaiming its role as a powerful draw for holiday spending.
For more data-driven consumer insights, visit placer.ai/anchor.
When we reviewed March 2025 visitation data for industrial manufacturing facilities across the U.S. – encompassing visits from both employees and logistics partners – our data indicated an uptick in activity. Notably, many industrial manufacturers, particularly in sectors like aerospace, automotive, and packaging, increased activity as they proactively ramped up production in anticipation of potential tariff-related disruptions.
While the official U.S. Census Bureau data on manufacturing new orders for April and May 2025 is not yet available (with April's full M3 report expected around June 3rd and May's around July 3rd), visitation data from our industrial manufacturing composite for April 2025 was reflective of the evolving tariff landscape that many manufacturers have faced the past several weeks. Overall, our industrial manufacturing composite for April and early May 2025 indicates that visits to manufacturing facilities have decreased year-over-year.
Several factors could contribute to this decrease: (1) general consumer uncertainty about the economy, which has impacted retail visits this year and may be dampening industrial demand; and (2) previously announced extensions to some tariff implementation dates, which might have led businesses to pause or adjust orders. Separately, the tariff environment saw a new development with the temporary reduction in certain U.S.-China tariffs enacted in mid-May; this change may lead to shifts in activity going forward but would not explain the decrease observed in April and early May.
Were there manufacturing categories that saw greater year-over-year visitation trends than others? Unsurprisingly, categories that are potentially impacted by tariff activity – such as metals (including steel and aluminum) and electrical equipment – continued to see the greatest year-over-year increase in visits in April as manufacturers accelerated production ahead of tariff implementations or companies switched to goods produced in the United States (as shown below). General Dynamics, Howmet Aeropace, U.S. Steel, Nucor, and Powell Industries were among the manufacturers that stood out with respect to visit activity during April 2025.
Our previous analysis of Ford and General Motors manufacturing facilities indicated an uptick in visitation during late March and early April 2025. This surge likely reflected an effort by these automakers to accelerate production and build inventory ahead of significant tariff changes, including the 25% tariffs on imported vehicles that took effect on April 3rd and anticipated levies on auto parts.
However, in subsequent weeks, our visitation data indicated a return to more typical visitation levels for both manufacturers. These more subdued year-over-year visit trends likely indicate a period of adjustment and caution, aligning with the broader market uncertainty. The considerable financial impact from tariffs also led both Ford and General Motors to revise their 2025 financial guidance in early May, despite some discussions around partial tariff relief measures during that period.
Given the fluid and constantly evolving landscape for industrial manufacturers, what are the key takeaways? Our data shows a clear pull-forward in demand among manufacturers during March, as they ramped up production schedules ahead of tariff implementations, especially in sectors like metals and aerospace. However, this initial surge was followed by a cooling off in activity during April and early May, likely stemming from general tariff uncertainty.
Keep up with The Anchor to see where industrial manufacturing activity heads next.
Discount and dollar stores have enjoyed unprecedented success over the past few years as economic uncertainty continues to weigh on consumers’ minds – and wallets. We took a look at two discount players, Five Below and Ollie’s Bargain Outlet, to see where the two are holding as the first half of 2025 draws to a close.
Five Below and Ollie’s were major winners in 2024, with visits to both chains elevated on a consistent basis. Both chains also aggressively expanded their footprints: Ollie's Bargain Outlet acquired around 40 leases from Big Lots, while Five Below opened a remarkable 227 new stores in 2024, with plans for another 150 in 2025.
Their strong positions were clearly reflected in Q1 2025 visit data. Five Below saw foot traffic climb 6.1% YoY, and Ollie's visits grew by 12.4%. Average visits per location were more mixed: Five Below's dipped by 4.6%, while Ollie's Bargain Market maintained momentum with a 4.6% YoY increase.
As its name suggests, Five Below primarily sells items for $5 or less, offering strong value at a time of rising prices – and customers are clearly responding. Five Below's monthly visits remained elevated throughout 2025, peaking in April with a 20.4% YoY increase. Monthly visits per location experienced more fluctuation, dipping in February and March while remaining elevated in January (+1.6%) and April (+10.1%).
Diving into the geographic segments as defined by Esri offers insight into the type of visitor that comes to Five Below – and what it might mean as the chain continues its expansion plans. Between Q1 2019 and Q1 2025, the share of visitors coming to Five Below from "Rural" and "Semi-Rural" areas increased, while the share from "Suburban Periphery" areas declined. This trend aligns with Five Below's deliberate focus on rural and semi-rural locations – a strategic choice likely influenced by existing customer behavior patterns – and might inform where the chain chooses to open its new locations in the coming years.
Foot traffic to Ollie’s Bargain Outlet was elevated for the first few months of 2025. Monthly visits experienced consistent YoY growth, and while average visits per location declined slightly in February 2025, they picked up immediately, ending April 2025 with 8.9% more visits per location than in April 2024. Some of this growth may be coming from its recent expansions – the chain opened 50 new stores in 2024.
While Ollie's differs from Five Below in terms of its product selection and price points, both chains share similarities in the demographic makeup of their visitors. The share of visitors coming from rural trade areas across the income spectrum, as defined by the Spatial.ai: PersonaLive dataset, was higher in Ollie’s captured markets than in its potential markets*. Meanwhile, the share of “Young Urban Singles” and “Upper Suburban Diverse Families” was lower in Ollie’s captured market than in its potential market.
This highlights the strength that the chain has among all kinds of rural visitor segments, and can help inform the chains’ expansion strategy as it grows its footprint in 2025 and beyond.
*A chain’s captured market is obtained by weighting each Census Block Group (CBG) in its trade area according to the CBG’s share of visits to the chain – and so reflects the population that actually visits the chain in practice.
Five Below and Ollie’s are holding onto their 2024 gains thus far into 2025. With dozens of stores slated to open in the coming months, will the two retailers continue to grow their foot traffic?
Visit Placer.ai/anchor for the latest data-driven retail insights.
Kohl’s has faced a challenging period marked by store closures, leadership instability and a 6.5% decline in comparable sales last year. So it may come as no surprise that the department store continued to see year-over-year (YoY) visit gaps in Q1 2025 – with YoY foot traffic down nearly every month since August 2024.
Still, Q1 2025 saw the department store’s YoY visit gap shrink to just 2.7%, with March experiencing a slight uptick in visits YoY. Kohl’s narrower Q1 visit gap may be a promising sign for the retailer, especially given the inclement weather that kept many consumers at home in February.
Sephora at Kohl’s also remains a bright spot, contributing to an 8.8% net sales increase in the department store’s Accessories category in 2024. And a regional snapshot of YoY visit trends shows that much of the western United States actually experienced a YoY visit increase in Q1 – a trend the company’s incoming CEO may wish to build upon.
What lies in store for Kohl’s in the months to come?
Follow Placer.ai's data driven retail analyses to find out.
The apparel landscape is constantly adapting to changing consumer preferences and behavior. And in Q1 2025, top sportswear and athleisure brands DICK’s Sporting Goods and lululemon athletica showed that partnering with star athletes and making bold statements at major competitions is one way to build success in the long term. What did location analytics reveal about this strategy? We dove into the data to find out.
Visits to DICK’s and lululemon declined in Q1 2025 compared to 2024, perhaps due in part to the continued emphasis on value-first apparel segments.
Still, diving deeper reveals several reasons for optimism. First, a closer look at YoY monthly visits reveals that February’s performance weighed heavily on the brands’ quarterly performance, as YoY visits dipped significantly due to the comparison to 2024’s leap year and inclement weather that kept many consumers at home. In January, March and April 2025, visits remained closer or even exceeded 2024 levels – more indicative of the brands’ overall performance.
Second, these visit gaps may have been partially offset by success through other channels: Both lululemon and DICK’s recently cited digital revenue gains and omnichannel growth, which could pave the way for other long-term growth opportunities in retail media.
And despite the slower quarter, DICK’s still demonstrated its ability to leverage partnerships and sporting events to drive in-store traffic.
Saturday is typically DICK’s busiest day of the week, and during all five Saturdays in March 2025, visits to DICK’s significantly outperformed the Q1 2025 Saturday average. This is likely due to DICK’s NCAA partnership and media investments during “March Madness”, which saw fans flock to DICK’s to stock up on college basketball gear leading up to and during The Big Dance. DICK’s also capitalized on its March Madness traction by launching a timely celebrity athlete campaign that may also have contributed to elevated Saturday traffic.
Lululemon has also adopted a bold strategy of star-athlete partnerships and high visibility at events to grow brand awareness.
At the WM Phoenix Open at the TPC Stadium Course in Scottsdale, AZ in February 2025, lululemon orchestrated an attention-grabbing crew of identically-dressed fans to accompany brand ambassador and pro-golfer Min Woo Lee. And at the BNP Paribas Open played in Indian Wells, CA, lululemon celebrated its professional tennis ambassadors Frances Tiafoe and Leylah Fernandez with an immersive installation on the tournament grounds and nearby lululemon store.
Diving into the psychographic characteristics of the regions from which lululemon and the two sports venues – TPC Stadium Course and Indian Wells Tennis Garden – receive visits reveals how making a statement during professional contests aligned with lululemon’s goal to grow brand awareness among its target audience.
Perhaps as would be expected, in 2024, lululemon’s potential trade area had more “Athleisure Enthusiasts” – Spatial.ai: FollowGraph segment for likely followers of lululemon and other athleisure brands on social media – than the nationwide average. However, the potential trade areas of Indian Well Tennis Garden and TPC Scottsdale Stadium Course had even higher concentrations of “Athleisure Enthusiasts”. This suggests that by investing in high visibility at these venues, lululemon was likely to build brand awareness among more of its potential visitor base.
Although visits to DICK’s and lululemon lagged in Q1 2025, there is still reason for optimism surrounding these brands. Seasonal sporting events like March Madness, in which DICK’s is an integral part, can play a role in driving traffic to stores. Meanwhile, lululemon appears to have found a formula to reach more of its target audience by making a statement at athletic events.
For more data-driven retail insights, visit Placer.ai.
Like many e-commerce retailers, Wayfair jumped on the brick-and-mortar bandwagon last year with a large-format flagship store at Edens Plaza in Wilmette, IL – giving customers a physical space to explore its products. To mark the store’s one year anniversary (it opened to great fanfare on May 23rd, 2024 – just a few days before Memorial Day), we dove into the data to examine the profile and behavior of its visitors – and see how they compare to the wider home furnishings space.
Location analytics show that Wayfair has emerged as a go-to furniture destination, drawing visitors from farther away than the industry standard. Wayfair’s large-format store also attracts an above-average share of weekend foot traffic, with most visits occurring on Saturdays and Sundays. During these peak times, customers can leisurely browse Wayfair’s extensive offerings, enjoy the onsite café, and take advantage of free design and home improvement consulting services. The store also attracts an affluent audience – from areas with a higher median HHI than either the nationwide baseline or the broader home furnishings segment.
Given Wayfair’s popularity – the Wilmette location has emerged as a major traffic driver to the mall – it may come as no surprise that plans are already in the works to open two more large-format Wayfair locations. How will the retailer continue to fare as it expands its footprint?
Follow Placer.ai’s data-driven retail analyses to find out.
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.
