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The last full week before Christmas (December 15th to 21st) saw massive seasonal spikes in traffic across the board, underscoring the continued importance of physical retail during the holiday season. But while visits rose broadly compared to the year-to-date (YTD) average, year-over-year comparisons tell a more nuanced story, with many traditional gifting categories experiencing modest declines relative to 2024.
Part of this softness likely reflects the calendar shift. Super Saturday fell on December 20th in 2025 but on December 21st in 2024, so 2025 holiday shoppers enjoyed an extra day between Super Saturday and Christmas to complete last-minute purchases. Yet a deeper look at the data suggests that timing alone does not tell the full story. Value-oriented retailers – including dollar stores, thrift stores, and off-price chains – saw traffic remain flat or even increase year over year (YoY) despite the same calendar shift.
So consumers are still spending, but they are trading down, actively seeking deals, and gravitating toward “treasure hunt” retail experiences rather than traditional discretionary splurges.
In a season defined by economic prudence, the most immediate winners were the retailers promising the most bang for the buck. Discount & Dollar Stores – not a traditional holiday category – saw a healthy seasonal uplift of 37.3% compared to their weekly average as well as a 3.8% traffic increase compared to 2024. In contrast, Superstores saw smaller spikes compared to the YTD average and YoY visits dips of 4.6%.
The outperformance of dollar stores suggests that shoppers were making targeted, smaller-basket trips for affordable essentials and stocking stuffers rather than relying solely on the "one-stop-shop" giants.
The "traditional" holiday categories, including apparel and electronic stores, experienced their expected massive seasonal "pop," but – like superstores – struggled to match the highs of 2024.
And while some of the decline can be explained by the calendar shift, the double-digit YoY drop in traffic to key holiday categories such as department stores suggests that timing alone does not account for the slowdown. Instead, the data indicates that consumers are still showing up to buy gifts, but are purchasing fewer items or choosing lower-priced alternatives – forcing traditional discretionary retailers to compete more aggressively for a shrinking share of wallet.
Malls showed a similar pattern, with strong seasonal traffic surges alongside YoY declines – although these YoY gaps were far smaller than in other discretionary categories. This resilience suggests that, despite headwinds facing individual retailers, the mall itself remains the central hub of the holiday shopping experience.
The off-price sector delivered one of the strongest signals this season, posting sharp seasonal traffic surges alongside modest YoY gains despite unfavorable calendar shifts. Thrift stores also stood out, recording a notable YoY increase in visits even as traffic came in slightly below the category’s YTD weekly average – likely reflecting the category’s year-round strength and its relatively recent emergence as a holiday shopping destination.
This data underscores the outsized role of value perception in shaping holiday shopping behavior and highlights the growing appeal of the “thrill of the find.” Whether hunting for a designer deal or uncovering a one-of-a-kind vintage piece, consumers increasingly favored discovery-driven experiences over the standardized assortments of traditional retail.
For retailers looking ahead to 2026, the lessons of this holiday season are stark. First, value is non-negotiable – consumers are actively migrating to formats that offer perceived savings. Second, the mall is not dead, but it is evolving. The format remains a critical seasonal traffic driver, but it must compete harder on convenience and experience. Finally, the success of the off-price and thrift sectors suggests that inventory freshness and the "treasure hunt" dynamic are powerful tools to combat consumer fatigue. As we close the books on 2025, it’s clear that while the consumer is still shopping, they are doing so with a sharper, more critical eye.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Black Friday has long served as a reliable anchor in the retail calendar. But some retailers place less weight on the post-Thanksgiving rush – or even opt out of it altogether – in favor of promotional windows that better align with their customers or brand values.
We analyzed foot traffic patterns at two such retailers, REI and IKEA, to see how alternative promotional strategies can shape visit performance throughout the year.
Mission-driven REI’s decision to close on Black Friday is a deliberate break from retail tradition. The brand’s long-running #OptOutside initiative reflects its commitment to outdoor activity and to the well-being of its employees, who get the day off to spend with friends and family.
The graph below highlights the foot traffic impact of the decision: while the traditional apparel and recreational & sporting goods categories experienced a sharp surge during the week of Black Friday, REI’s visits dropped below its 2025 YTD average.
Even so, the data indicates that REI still captures seasonal momentum. The retailer’s pre-Thanksgiving Holiday Sale delivered a modest visit lift that partially offset its voluntary pause on one of the category’s highest-traffic days. And REI’s post-Black Friday sales – Cyber Monday and last-minute gifts sale – appeared to do some heavy lifting for the brand, while the anticipated end-of-year sale is likely to provide an additional foot traffic boost as shoppers gear up for winter activities.
And beyond the holidays, REI follows a distinct promotional rhythm of its own, leaning into moments – like the start of summer – that reflect the seasonal outdoor needs of its customers. The retailer’s annual Anniversary Sale in May delivered the largest weekly visit spike of 2025, with demand for warm-weather gear sustaining elevated traffic in the weeks that followed. And unlike traditional apparel and recreational and sporting goods retailers, which saw a pronounced back-to-school visit surge in early August, the brand saw a smaller bump during its end-of-summer Labor Day sale.
REI’s alternative holiday cadence sets up an interesting comparison with other retailers – like IKEA – that hold Black Friday sales events but rely less heavily on the milestone than their wider category.
As shown in the graph below, the furniture and home furnishings segment received its largest visit boost of the year in the weeks leading up to and including Black Friday, as consumers likely took advantage of big sales events to spruce up their spaces in anticipation of hosting family and friends for the holidays. IKEA, however, saw just a modest November lift, with weekly visits remaining below the chain’s year-to-date average.
Instead, IKEA anchors its promotional calendar around several event-driven periods throughout the year – most notably its summer sale window from June through August, when the brand capitalizes on home furnishing demand during the peak moving season. Other events, such as IKEA’s winter clearance sale from December 2024 through early January 2025 helped stabilize post-holiday traffic at a moment when category visits softened.
REI and IKEA’s visit trends underscore the value of a promotional calendar built around brand alignment rather than conventional retail expectations. Neither retailer maximizes Black Friday in the way their respective categories do, yet both demonstrate how targeted seasonal events can cultivate consistent demand outside of traditional peak periods.
For more retail insights, visit Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
Luxury apparel retailers have long been central to the holiday experience, carrying premium gifts for the special people in our lives and offering intricate window displays to admire while out and about. And more recently, thrift stores have also entered the holiday shopping conversation as budget-conscious and sustainability-minded consumers increasingly turn to this segment.
We dove into the data for the luxury apparel and thrift store segments to explore the trends defining each space this holiday season.
Bifurcation in apparel, which has been one of the defining themes of 2025, remains a factor during the holiday season thus far. Many consumers continue to prioritize value as inflation weighs on household budgets, while high-end segments are sustained by affluent shoppers less affected by near-term economic headwinds.
The graph below shows the latest visit trends for thrift stores and luxury apparel retailers, highlighting this bifurcation. Thrift stores have posted consistent double-digit visit growth through the second half of 2025, suggesting that economic pressure, sustainability concerns, and the appeal of the treasure-hunt experience are pushing more consumers toward secondhand shopping. And even though thrift store visits don’t generally surge during the holidays (consumers, it seems, prefer gifting from traditional retail channels), Black Friday traffic to the segment surged this year – highlighting the category's growth potential this holiday season.
At the same time, luxury retailers are also maintaining their footing, outperforming traditional apparel. With the exception of a few softer months, luxury visits have hovered near or above 2024 levels for most of the year, as higher-income shoppers continue to stabilize the segment’s performance.
With the core holiday period in full swing, both ends of the apparel spectrum appear positioned to succeed in the current bifurcated retail landscape.
The bifurcation in apparel and its impact on consumer behavior becomes even more apparent when analyzing the trade area median household income (HHI) of the thrift and luxury segments.
The chart below shows that since 2022, the median HHI of luxury apparel retailers’ captured markets has continued to rise – reinforcing the category’s growing dependence on higher-income shoppers as prices climb and more aspirational consumers shift to other segments.
And this trend is also impacting holiday consumer dynamics. Historically, the median household income (HHI) for luxury retailers dips in October and November as middle-income shoppers enter the market for gifts. However, as the sector's baseline affluence rises, the holiday audience is following suit, with the income gap between year-round and seasonal shoppers narrowing. This suggests that the traditional middle-income splurge is waning, replaced by a holiday consumer who increasingly mirrors the high-income profile of the core luxury client.
On the opposite side of the apparel spectrum, the thrift segment appears to be benefitting from the economic headwinds that have put luxury out of reach for many average-income consumers. The data shows that the segment’s captured market median HHI has inched upward since 2022 (although still below the nationwide median of $79.6K) – suggesting that some higher-income consumers are seeking price relief by trading down to thrift stores.
And while the segment's captured market median HHI also decreases slightly in October and November, the decline is less marked than for the luxury segment, indicating only limited leakage of higher-income thrift visitors during the holiday season. These trends suggest that the thrift segment is benefiting from a more price-sensitive consumer base, as its trade area continues to broaden to include a greater share of higher-income households.
Foot traffic and consumer trends across the luxury and thrift segments reveal deeper shifts in the apparel industry. For luxury retailers, a core affluent audience continues to anchor year-round performance, while the aspirational holiday shopper who once traded up for premium gifts appears less engaged than in previous years. Meanwhile, the thrift segment – and other segments traditionally catering to lower-income shoppers – seem to be benefitting from an increasingly bifurcated landscape that has expanded their reach among a wider range of consumers.
While luxury retailers can’t control macroeconomic conditions, they can double-down on the authentic, premium experiences that sustain high-income loyalty and have historically drawn aspirational shoppers during the holidays. At the same time, thrift stores can’t simply introduce premium merchandise to attract higher-income shoppers, but they can continue to invest in store operations in ways that enhance the treasure-hunting experience and strengthen their overall value proposition.
For more holiday retail insights, visit Placer.ai/anchor.
The Sacramento-Roseville-Folsom metro area is emerging as one of California’s most resilient growth stories. Between 2021 and 2023, the region added residents at a steady, if modest, pace, even as the state overall faced declining or stagnant population trends. And by 2024, the CBSA pulled ahead of the national metro average for year-over-year (YoY) population growth, outpacing major California peers including Los Angeles, San Francisco, and San Diego.
What’s driving this momentum? And how is Sacramento’s rise shaping local retail and dining trends?
One factor behind Sacramento’s rise may be its economic diversity. The metro area is over-indexed for a broad cross-section of audience segments, ranging from wealthy and upper suburban families earning more than $100K to young urban singles and professionals bringing in less than $75K. And though the area’s median household income (HHI) sits below the California baseline, the diversity of household types – each contributing different spending patterns – creates a strong foundation for continued economic growth.
Location analytics also show that Sacramento’s expanding, economically diverse population is fueling a flourishing retail scene. From May through October 2025, overall retail visits in the CBSA rose YoY, outperforming California’s state average and keeping pace with national trends. In several key categories – including discount and dollar stores, home furnishings, superstores, and traditional apparel – the metro area exceeded both state and national benchmarks, underscoring Sacramento’s rising consumer strength and regional momentum.
Greater Sacramento’s dining scene is also thriving. Fast-casual and quick-service chains overperformed during the analyzed period, reflecting the region’s growing base of young professionals, urban singles, and families who may favor convenient, affordable dining choices. And while full-service chain visits dipped slightly below 2024 levels, they represented only 12.2% of total traffic across the three dining segments for the period.
Sacramento’s broader rise is also closely tied to the vitality of the city itself. The chart below shows that out-of-market visits – defined here as visits by people who neither live nor work in the city – rose 3.5% YoY over the past 6 months. This influx includes visitors from across the metro and beyond – and HHI data indicates that, on average, they tend to be more affluent than local residents.
These visitors are drawn to Sacramento’s concentration of independent restaurants, bars, retail, and cultural hubs, including its bustling Midtown neighborhood. And a growing calendar of major annual events, from Aftershock to Farm to Fork, is also helping to supercharge local tourism and cement the city’s regional appeal.
Bolstered by investments in major new semiconductor plants and medical centers, the Sacramento CBSA was recently ranked among LinkedIn’s 25 fastest-growing U.S. metro areas for jobs and new talent. And the region’s demographic breadth, strong retail and dining performance, and increasingly magnetic urban core position it for continued growth.
For more data-driven analyses of the trends shaping America’s cities follow Placer.ai/anchor.
Retail corridors have long been central to the holiday experience, offering festive spaces for shopping and intricate window displays to admire. But retail corridors can vary significantly – some cluster large global flagship stores, while others lean into smaller regional formats and boutique-style shops, creating a more lifestyle-oriented setting for spending time with friends and family.
We dove into the data for these two types of retail corridors to explore the foot traffic trends defining each space this holiday season.
Flagship-led corridors such as SoHo in New York City and Union Square in San Francisco typically see their visitation peak in December, when consumers come to browse elegant window displays, holiday lights, and seasonal attractions – often turning a shopping trip into a full outing with friends or family. Union Square’s towering Macy’s Christmas tree, outdoor ice rink, and “Winter Walk” draw crowds looking for a quintessential holiday atmosphere. And SoHo, home to numerous high-end flagship stores, remains one of Manhattan’s most sought-after luxury shopping districts during the holidays.
Both corridors have seen rising visits throughout 2025, suggesting that their December 2025 lifts could exceed last year’s levels.
However, retail corridors that center on boutiques, independent retailers, and lifestyle-oriented offerings rather than global luxury flagships – like Back Bay in Boston and South Congress Avenue in Austin – follow a different seasonal rhythm. Rather than peaking at year-end, visits to these districts spike earlier in the calendar.
Back Bay perhaps benefits from “Open Newbury,” the summer program that closes Newbury Street to vehicular traffic and turns the corridor into a pedestrian promenade, while South Congress sees heightened activity in the spring, before the Texas heat arrives. Both have also seen solid visit growth in 2025, indicating the potential for a healthy December – even if holiday foot traffic plays a smaller role in their overall annual performance compared to flagship-led districts.
As both flagship-led and lifestyle-driven corridors head into December with solid year-to-date momentum, high street retailers have a clear opportunity to capitalize on distinct seasonal strengths. Flagship districts should be prepared for an especially pronounced holiday surge, while lifestyle-oriented corridors can focus on converting growing spring and summer foot traffic bumps into sustained engagement year-round.
For more foot traffic insights, visit Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Traffic for manufacturing facilities included in the Placer.ai Manufacturing Index declined 3.5% year over year (YoY) in November 2025, indicating reduced operational intensity that may reflect fewer production shifts, lower output volumes, or scaled-back facility utilization. While part of the decline reflects calendar shifts – November 2025 contained one fewer working day than the prior year – the broader trend aligns with official data. The ISM Manufacturing PMI remained in contraction during the month, underscoring a subdued end to 2025 for the U.S. manufacturing sector.
But even as macro headwinds weighed on other parts of the economy – particularly goods production – e-commerce operators seem to be scaling capacity, expanding hiring, and investing in distribution efficiency. This momentum is reflected in visit gains to e-commerce fulfillment facilities nationwide, with November posting the strongest growth of 2025 at 6.6% YoY.
The consistent upward trajectory in foot traffic indicates that digital retail channels remain a key engine of economic activity, with robust consumer demand fueling the growth of fulfillment networks despite broader industrial softness. The steady gains through the fall in particular suggest that operators are expecting strong holiday demand and are well prepared to handle it.
The softness of the Industrial Index combined with the strength of the E-Commerce Distribution Index highlights a growing paradox: manufacturing activity is weakening even as consumer demand remains firm.
This divergence is likely due to a confluence of factors. Consumer spending may be flowing toward lower-cost online goods and everyday essentials rather than the higher-priced durable goods that drive factory output. Retailers may also be working through excess inventories and placing fewer new orders, while high interest rates make it more expensive for businesses to invest in equipment or expand production. Together, these dynamics point to a two-speed economy heading into 2026 – one powered by resilient consumption and digital commerce, while traditional production continues to recalibrate.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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.
