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Dollar stores often benefit from consumer pullbacks – and with soaring gas prices and plummeting consumer sentiment, spring 2026 had all the ingredients for a category-wide boost.
But location analytics reveal a more nuanced picture, with Dollar General and Dollar Tree on notably different trajectories. We dove into the data to explore some of the factors behind the gap and what they reveal about today’s value-driven shopper.
Same-store visit data shows Dollar General outpacing Dollar Tree throughout the first four months of 2026, with the gap between the two chains widening as the year progressed. By March, Dollar Tree visits had slipped into negative territory (-0.6% YoY), with declines reaching -3.5% in April. Dollar General, meanwhile, maintained low-single-digit growth of 1.9% and 2.3% in March and April, respectively.
The divergence mirrors each chain’s recent sales drivers. Last quarter, Dollar General saw comparable sales growth driven primarily by increased traffic, while Dollar Tree posted ticket-driven gains – supported by the discretionary categories it has expanded through its Multi-Price 3.0 strategy. As consumer hesitancy deepened through the spring, that shift likely left Dollar Tree's traffic more vulnerable to pullback. Still, given the chain’s continued expansion and a difficult year-over-year comparison, a same-store visit dip of just a few percentage points suggests that underlying demand remains resilient.
Dollar General's hyper-local footprint has also long been a structural strength – one that likely became even more valuable in the spring 2026 environment. Gas prices climbed sharply in March, pushing the national average above $4 per gallon by early April for the first time in four years. With 12.4% of Dollar General visits originating from within half a mile of a store, compared to 7.3% for Dollar Tree, the chain was particularly well positioned to capture quick, low-drive-distance trips at a time when consumers were watching their fuel budgets.
Still, temporary headwinds aside, Dollar Tree’s stronger draw among families with children and the coveted Gen Z cohort could become a meaningful advantage as consumer conditions improve.
Dollar Tree and Dollar General have similar exposure to younger consumers and households with children across their potential trade areas, but Dollar Tree appears to do a better job converting that potential audience into actual visits. Its captured market – reflecting the parts of its trade area actually generating the most visits – is on par with or slightly over-indexes for both groups compared to its potential market, while Dollar General under-indexes.
That gap carries strategic implications for both chains. Dollar Tree’s expanded offerings in seasonal décor, party supplies, toys, and home goods may be resonating with these audiences. And though this discretionary tilt may leave traffic more exposed when budgets tighten, it also positions Dollar Tree well to capture occasion-driven and family-oriented spending as spending rebounds.
For Dollar General, meanwhile, under-indexing with those same groups highlights a longer-term opportunity to broaden its appeal among younger consumers – and drive incremental growth in the process.
The spring slowdown underscores that value retail is not immune to broader consumer pressure – and that not all dollar chains are exposed to that pressure in the same way. Dollar General's dense, hyper-local footprint gives it an edge when shoppers are watching basket size and driving costs. Dollar Tree's discretionary leaning, meanwhile, makes it more vulnerable in the near term – but its stronger pull among younger consumers and families suggests it is building relevance with audiences that could matter more in the next spending cycle.
For more data-driven retail insights, visit Placer.ai/anchor.

Five Below has thrived in recent years, riding strong demand for affordable splurges. But how did the chain hold up in early 2026, with rising gas prices and sinking consumer sentiment squeezing discretionary spending?
Five Below has continued expanding its footprint over the past year, entering the Pacific Northwest for the first time and ending January 2026 with 1,921 stores across 46 states – a net increase of 150 stores compared to early 2025.
This growth helped drive a 25.9% YoY jump in chainwide visits in Q1 2026. But same-store visits also sustained double-digit growth throughout the quarter and into April – showing that Five Below is meaningfully growing its audience at existing locations even as it opens new ones at a rapid clip. That’s a rare combination at a moment when much of retail is grappling with consumer pullback.
Five Below's same-store momentum appears closely tied to its revamped merchandising strategy. Since taking the helm in December 2024, CEO Winnie Park has integrated the company’s “Five Beyond” items – priced at $7, $10, $15, and above – throughout the main store floor. Park has also pushed sharper, more trend-focused merchandising and a marketing approach built around social discovery and creator-led engagement.
And these steps appear to be attracting higher-earning shoppers. Captured market data shows that the median household income of Five Below’s visitor base rose from $78.5K in 2025 to $80.3K in 2026 – a meaningful uptick after several years of marginal declines.
To be sure, a similar push into higher-price discretionary categories appears to have weighed on some other discount retailers, such as Dollar Tree, this spring. But Five Below has always been a discretionary-first destination – and unlike Dollar Tree, whose shoppers can shift more of their trips to Dollar General as they prioritize basics, Five Below's affordable-splurge appeal isn't easily replicated elsewhere in the value aisle.
Five Below's audience is also more distinctly local than other discretionary retail chains – an advantage as rising gas prices push consumers to rethink longer drives. Though not as hyper-local as traditional dollar stores, Five Below still pulls disproportionately from nearby neighborhoods: in early 2026, 53.8% of visits came from within five miles, compared with 47.9% for discretionary chains more broadly. That local footprint, paired with attainable price points, makes Five Below a natural choice for consumers eager to splurge on something fun even as they grow more selective about discretionary trips.
Five Below's Q1 2026 performance reflects a chain firing on multiple cylinders – expanding its footprint, lifting traffic at existing stores, broadening its demographic reach, and benefiting from a convenient presence as gas prices weigh on longer trips. In an environment marked by growing consumer caution, that breadth of momentum positions Five Below to keep outperforming through the rest of 2026.
For more data-driven retail insights follow Placer.ai/anchor.

During periods of economic uncertainty and tighter consumer spending, demand for smaller indulgences often remains resilient. In beauty, this phenomenon is commonly referred to as the “lipstick effect” – the idea that consumers continue seeking affordable products that provide a sense of comfort, self-care, or reward even as discretionary budgets tighten.
Still, even this resilience doesn’t allow beauty chains to rest on their laurels. In 2025, both Ulta Beauty and Bath & Body Works introduced new corporate strategies aimed at driving their next phase of growth – but from very different starting points. Ulta is evolving from a position of relative strength, leaning into loyalty, discovery, and brand partnerships to sustain momentum. Bath & Body Works, meanwhile, is navigating a more uneven traffic recovery as it works to reduce its reliance on promotional peaks and expand engagement across digital and alternative channels.
How are those efforts resonating with consumers? And how are expanding e-commerce options impacting brick-and-mortar beauty visits? We dove into the data to find out.
Ulta Beauty’s has been faring well in recent months, with positive same-store and overall traffic increasing year-over-year (YoY) in nine of the last twelve months.
That consistency may reflect the impact of Ulta Beauty Unleashed – the company’s strategy aimed at deepening customer engagement and refining in-store execution, launched just over a year ago. The initiative has helped fuel continued growth in Ulta’s loyalty ecosystem, which now boasts more than 46 million members, while also creating a flywheel effect in which greater customer participation supports Ulta’s personalization capabilities that, in turn, help drive further engagement.
Ulta’s strong loyalty infrastructure also plays a role in the retailer’s ability to offer an innovative product assortment through brand-building – another pillar of the Ulta Beauty Unleashed strategy. This approach helps Ulta sustain a sense of discovery and newness within the store environment, driving consistent traffic while also creating opportunities for outsized visit spikes. This dynamic was evident in February 2026, when the launch of the Rare Beauty partnership drove record-breaking demand and contributed to a 10.3% increase in YoY visits to the chain – marking Ulta’s largest monthly traffic gain of the past twelve months.
Bath & Body Works, on the other hand, has been more reliant on promotion-driven peaks – something its leadership has been candid about since announcing its new Consumer First Formula.
Double-digit year-over-year (YoY) visit growth in July and October 2025 as well as in January 2026 aligned with periods of heightened promotional activity – including the retailer’s Semi-Annual Sales. But traffic moderated between those peaks, highlighting what management believes to be an overreliance on promotional cadences.
As Bath & Body Works CEO Daniel Heaf put it “transformations of this scale take time.” The foot traffic data suggests that the brand may still be facing near-term headwinds, with monthly YoY traffic trending down since February 2026 – although the dips may also indicate that a portion of in-store demand is shifting to e-commerce and alternate sales channels.
Bath & Body Works recently opened a new Amazon storefront, refreshed its mobile app, and lowered its free-shipping threshold, moves aimed at capturing digital demand and promoting discovery – particularly among younger consumers. And the company’s launch into campus bookstores reflects a similar effort to leverage alternative distribution channels to extend the brand’s reach and build relevance with younger consumers. These digital and alternative retail investments are designed to build longer-term engagement that could eventually translate into sustained growth for the chain.
But even as Ulta and Bath & Body Works lean into digital and alternative channels, the brands are continuing to invest in their owned stores – and analyzing shifts in visit length for the two chains offers further insight into the role stores continue to play within each brand’s broader transformation strategy.
A Q1 comparison reveals that since 2023, more than 37% of visits to Ulta lasted over 30 minutes. The retailer has been rolling out an updated store format since 2022 – designed to promote exploration with a more intuitive category-based layout. And investments in the store experience have continued with ongoing Beauty Bar activations and events, K-Beauty World shop-in-shops, and the recent Wellness by Ulta Beauty pilot, all likely contributors to a more discovery-driven customer experience and longer dwell times.
Bath & Body Works, while seeing a smaller share of visits exceeding the 30-minute mark than Ulta, posted a significant increase in visits of that length between Q1 2025 (32.5%) and Q1 2026 (34.1%). This indicates that the Gingham+ redesign introduced in 2025 – featuring scent bars, dedicated product testing zones, and a more immersive merchandising approach – may be influencing the amount of time shoppers spend in-store.
While digital and nontraditional retail channels have become critical components of modern beauty retail strategy, the in-store experience remains a key driver of customer engagement – whether a retailer is navigating a period of transformation or working to sustain long-term growth.
The data suggests that beauty retail’s next phase of growth will depend on more than category resilience alone. Both Bath & Body Works and Ulta Beauty are investing in new ways to engage consumers – from loyalty ecosystems and digital expansion to immersive store experiences designed to encourage discovery. And while their strategies differ, both underscore a broader industry reality: even in an increasingly omnichannel environment, physical stores remain central to how beauty brands build engagement and long-term consumer loyalty.
For more data-driven 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.

January and February saw a modest year-over-year (YoY) uptick in visits to the DICK’s Sporting Goods banner, while March traffic softened. However, March 2026’s visit decline appears at least partially calendar-driven – the month had one fewer Saturday than the previous year – and traffic rebounded to near-flat levels in April.
Gap entered 2026 with momentum, but foot traffic softened in both March and April – perhaps reflecting the calendar shift as well as broader consumer caution and its impact on discretionary spending. Still, the traffic slowdown may be a temporary setback. Gap continues to expand into apparel-adjacent retail categories such as beauty and accessories – with new product launches in the months ahead that could help reinvigorate visits.
Meanwhile, lululemon’s North American business continues to face headwinds, as domestic performance lags behind stronger international results. Yet, the company – still searching for a new CEO – is guiding for a turnaround in the second half of 2026. Planned initiatives include new product introductions, reduced reliance on markdowns, and ongoing store expansion. Whether visit trends begin to reflect that anticipated recovery will be closely watched as the year unfolds.
For more data-driven 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.

The first four months of 2026 have been challenging for department stores, as consumer caution and rising gas prices weigh on discretionary spending. But visit data reveals a clear divide between chains gaining traction and those continuing to lose ground – offering a window into what’s working in today’s environment.
Looking at quarterly performance, Midwestern chain Von Maur stood apart from the field in Q1 2026, posting an 8.7% increase in overall visits and a 5.9% gain in average visits per location – the strongest performance in the segment on both measures.
Von Maur’s appeal can be attributed in part to a tightly controlled model that prioritizes service, brand curation, and pricing consistency over scale and promotions. And as a regional favorite in the Midwest, the brand benefits from a well-established customer base.
Other players with similar positioning also showed relative strength in Q1. Mid-Atlantic and Northeast regional favorite Boscov’s outperformed several larger national chains, while Nordstrom saw average visits per location increase 1.6% year over year – suggesting continued traction for curation-led formats. Saks Fifth Avenue and Bloomingdale’s also held steady, reinforcing the resilience of higher-end department stores even as Saks navigates bankruptcy proceedings.
Still, monthly data highlights just how exposed the department store segment is to discretionary, time-rich shopping trips, which tend to concentrate on weekends – and which consumers may be pulling back on in 2026.
In Q1 2026, Saturdays accounted for more than a quarter (25.4%) of department store visits, well above both the 17.4% average for non-discretionary brick-and-mortar retailers and the 21.6% average for discretionary chains. As a result, March 2026 – which had one fewer Saturday than March 2025 – saw visits soften across the board.
April, however, painted a more encouraging picture. With the calendar normalized, several chains returned to flat or positive year-over-year same-store visit trends. Von Maur led once again with an 8.5% increase, while Nordstrom (+0.9%) and Bloomingdale’s (+1.7%) also posted gains. Macy’s, as it advances its Bold New Chapter strategy, saw its year-over-year visit gap narrow to 2.4% in April. As the chain continues to close underperforming locations and invest in its Reimagine 125 cohort, performance may improve further in the months ahead.
Department store performance in Q1 2026 reflected today’s increasingly bifurcated landscape, where premium, experience-driven retailers continue to draw shoppers even amid broader caution, while mid-market chains remain more exposed to macro pressure. Even in a constrained environment, consumers are still willing to show up for brands that offer a clear, compelling experience – but that bar is rising, making it harder for less differentiated players to keep up.
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.

When consumers get cautious, off-price gets busy. And as shoppers continued trading down in Q1 2026 amid rising gas prices and tariff-driven uncertainty, Ross Dress for Less stood out as a top performer, capturing demand from consumers seeking the deepest discounts.
Off-price’s momentum is most visible in its widening lead over department stores. The category captured 65.7% of combined visit share in Q1 2026, up from 62.2% in Q1 2025 and just 56.2% in Q1 2022. These steady, multi-year gains underscore a structural shift in where consumers are choosing to shop – one that continues to accelerate as value becomes a central decision driver.
While part of off-price’s growth stems from ongoing fleet expansions – even as department stores shrink their footprints – the data also points to steady, and in some cases rising, same-store performance.
Ross Dress for Less, for example, has seen double-digit same-store visit gains in recent months, consistent with its most recent earnings report of a 9% year-over-year (YoY) increase in comparable sales, primarily driven by traffic. Its no-frills, ultra-low pricing often undercuts the rest of the off-price segment – making it particularly attractive in today’s increasingly needs-based shopping environment. And with no e-commerce channel to divert demand, every transaction runs through the chain’s physical stores.
At Marshalls and TJ Maxx, the core strategy remains what it has always been: opportunistic buying at scale paired with a slightly more elevated treasure-hunt experience that keeps customers coming back. And in Q1, the banners delivered low single-digit overall visit growth, with modest gains in visits per location.
Performance, however, was uneven across the quarter. After a February lift – helped in part by easier comparisons – March same-store traffic turned slightly negative, reflecting both a calendar shift (one fewer Saturday) and broader consumer caution. That softness largely continued into April, though TJ Maxx saw a modest 0.4% YoY uptick. Marmaxx's higher price points and more brand-forward assortment likely make it more sensitive to discretionary pullbacks than Ross – while its e-commerce presence could also be absorbing demand as higher gas prices shift some shopping online.
Even so, Marmaxx remains in a position of structural strength. Its network of more than 1,400 buyers sourcing from over 21,000 vendors worldwide provides unmatched flexibility – particularly as tariff-related disruptions push excess inventory into the market. And as consumer sentiment rebounds, traffic growth is likely to follow.
Burlington, meanwhile, posted an 7.7% overall increase in visits in Q1, largely driven by its rapidly expanding store base, even as per-location traffic declined 2.1% YoY.
The company’s elevation strategy – focused on improving assortment quality with more recognizable brands and higher quality products – has delivered solid results in recent quarters. But with consumers pulling back on discretionary spending, the elevated assortment may be temporarily finding a smaller audience – a dynamic likely amplified by Burlington’s more value-oriented customer base compared to peers.
Still, Burlington’s positioning leaves it well placed to regain momentum when conditions stabilize. And given the current environment, strong overall traffic growth coupled with modest same-store declines represents a relatively resilient performance.
When economic pressure builds, off-price tends to win. And though Ross may be leading the pack today, Marmaxx and Burlington are both well positioned to regain strong traffic momentum as conditions evolve. With consumer confidence still strained and excess inventory likely to remain plentiful, the structural tailwinds supporting off-price remain firmly in place.
For more data-driven 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.

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.
