


.png)
.png)

.png)
.png)


At the start of 2025, expectations for retail were optimistic – focused on replacement cycles, a rebound in discretionary spending, and continued consumer strength. In reality, the year has been far more disruptive than that early narrative anticipated.
Consumers faced ongoing pressure from economic uncertainty, weather disruptions, employment concerns, and declining confidence. With consumers more connected to real-time news than ever, shoppers adjusted their retail decisions quickly as conditions changed, often taking a cautious, defensive approach to spending.
The discretionary side of the retail industry, also known as general merchandise, has shouldered most of the impact of changing consumer dynamics. As consumers looked to create a balance between their needs and their wants, oftentimes the “needs” won out. In general, visitation to non-discretionary categories has remained relatively stable, while there has been more volatility across the discretionary space.
The non-discretionary retail sectors benefited from value based models like value grocery chains and dollar and discount stores. Warehouse clubs emerged as the new one-stop-shop for consumers as superstores struggled to maintain in-store traffic. And fresh format grocery stores still found success with wealthier consumers and new store formats.
Despite the challenges overall, there have still been pockets of growth and emerging trends that have shaped the discretionary sector. And, despite a lot of stormy weather, consumers continue to maintain some level of resilience. In particular, the holiday season has been shaped by this unforeseen optimism despite the circumstances of many shoppers.
Here’s a look back at the trends and stories that shaped discretionary categories in 2025:
One of the most stark examples of the current retail climate continues to be the bifurcation of consumers. The retail industry, particularly in discretionary categories, has been bolstered by wealthier shoppers, as lower and middle income families become more discerning and stretched financially. This trend became more pronounced throughout 2025, and the second half of 2025 saw a large pullback by “aspirational” shoppers.
The luxury market has been greatly impacted by this trend, as visits by wealthier consumers haven’t been able to offset the decline by more infrequent, aspirational visitors. Overall visit growth to luxury apparel and accessories retailers slowed in Q3 when compared to 2024 levels, and those trends have continued into the holiday season.
According to Spatial.ai’s PersonaLive consumer segmentation, 2025 has seen a higher distribution of visits by Ultra Wealthy Families, Sunset Boomers, and Upper Suburban Diverse Families as there has been a contraction of visits by Near-Urban Diverse Families, and City Hopefuls. Aspirational shoppers who may have once saved for or set aside disposable income for luxury purchases may have had to shift those funds elsewhere as lower income shoppers become more financially strained.
Retailers are going to face more pressure next year as this bifurcation continues and consumer spending becomes more polarized. Full-price brands and those that fit somewhere in the middle are going to need creative solutions to court consumers, especially those who have become much more discerning this year.
The American retail landscape has long been associated with the wide array of specialty retailers that operate all across the country. Whether mastering American fashion, stories, or experiences, retailers have ingrained themselves into the fabric of consumers’ celebrations, gifts, and leisure time.
For many retailers that have led both media coverage and performance in 2025, success has come down to one simple concept: going back to their roots. Retail brands have always been synonymous with specialties, whether it be quality, styling, service, or expertise. Brands that have once again harnessed these elements to repair relationships with consumers and cement their brand value have been able to circumvent a lot of the economic challenges this year.
The return of Gap has been well documented this year, but it bears repeating because it has been remarkable. While all Gap Inc. brands are somewhere along the road to recovery, the flagship brand has been most impressive. Traffic in 2025 was up 1.1% compared to 2024, which is impressive after years of declines. The brand has focused its marketing and merchandising around the return of trend-right, high quality and affordable American fashion, and shoppers have bought in wholeheartedly.
Nordstrom, another top pick for 2025, cemented its place as a category expert and customer service titan. Whether it be the shoe department, the cafe, or the in-store experience, Nordstrom is once again a top-of-mind destination for shoppers, especially those who have higher levels of disposable income. The chain is benefiting from this return to form, with visits up 2.3% in 2025.
Finally, against all odds, Barnes & Noble has continued its momentum this year. As the industry to be first disrupted by e-commerce, the bookstore category has faced an uphill climb after losing major retail chains and a strong digital presence. Barnes & Noble has been able to harness the power of in-store experience to cement itself as part of the consumers’ communities. As shoppers increasingly look to the retail industry as a third place for socializing, the chain has been able to adapt to keep customers in stores for longer.
With uncertain economic conditions, consumers have been much more discerning about discretionary purchases in 2025 – but still crave the concept of treating themselves. Self-gifting has been on the rise for the past few holiday seasons, but 2025 signaled that even when consumers are more intentional about purchasing, they still crave that joy of the shopping experience.
Small indulgence categories have been on the rise or rebound since the second half of 2025. Beauty, in particular, saw a turn in its business as consumers became more discerning. Beauty has always been synonymous with challenging economic times for consumers, with the “lipstick index” often seen as a barometer for consumer sentiment. Beauty’s rebound could very well continue into 2026 if consumers look for those small ways to update their look and satisfy their need to shop.
Collectibles can also fit into the small indulgence category, especially with 2025’s hottest item, Labubu. Although the viral sensation from retailer POP MART became almost impossible to secure, the price point was attainable for most consumers. Similarly, Trade Joe’s viral mini tote bag also comes at a low price point, at $2.99, and consumers continue to flock to the brand’s stores to purchase during the bag's drops in spring and fall.
The pet category has also had a strong 2025 performance, which can somewhat be attributed to the small indulgence trend. Consumers tend to pull back on self-purchasing, but will often limit the impact felt by pets or children. The pet category has not seen much change in consumer behavior and this trend is likely to continue into 2026.
At the start of 2026, discretionary retail has not so much rebounded as recalibrated. The year revealed a consumer who is highly informed, highly selective, and increasingly comfortable walking away – forcing retailers to compete not just on price or promotion, but on relevance. The winners were not those that chased volume at all costs, but those that clearly articulated why they exist, who they serve, and what role they play in consumers’ lives.
Looking ahead to 2026, the forces that shaped this year – income bifurcation, cautious spending, and the prioritization of emotional value – are likely to intensify. Retailers operating in the middle will face the greatest test, as consumers continue to polarize between value-seeking and premium experiences. Growth will likely come from precision: sharper assortments, clearer brand positioning, and formats that respect both consumers’ financial realities and their desire for moments of joy.
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.

Between May of 2021 and November of 2025, The Home Depot saw year-over-year (YoY) visits down 50 of 55 months. The initial downturn was likely driven by the intense pull forward of demand during the pandemic, while the latter struggles were driven by a combination of economic headwinds and sector specific challenges. But, however you contextualize the issues, the result was an average monthly decline of 3.6% YoY from May 2021 to April 2025, despite the final months of that period taking place during the retailer’s normal annual visit peak.
But, there were also very positive signs during that period. The weeks prior to Liberation Day saw YoY visit increases of 2.5% and 4.6%, before tariff concerns drove significant declines, and those declines continued with 14 of the next 15 weeks seeing YoY visit drops.
So where are the signs of a sleeping giant?
For one, visits are getting better. The visit gap between May and November 2025 shrunk to just 0.5% – essentially flat.
Then November saw a visit jump of 3.8%, and the strength was part of a sustained effort, with the eight week period from October 20th to the week beginning December 9th seeing consistent YoY visit increases.
In addition, this strength during the holiday period gives added emphasis to the thinking that Home Depot’s return to growth could have been much earlier were it not for the tariff obstacles that appeared in March and April.
Great brand, clear market leadership and smoother sailing? Sounds like a recipe for a 2026 winner.
In the first half of 2025, Starbucks monthly visits were down 0.6% on average. In the first five months of the second half, that number jumped to being up 1.6%, including a 14 week period between September 1st and the week beginning December 1st where the coffee giant saw visits up 12 of 14 weeks driving October and November visits up 3.2% on average YoY. For context, Q4 2024 was down 2.9% YoY.
The takeaway?
There was real reason to be excited about the directional shifts CEO Brian Niccol built his Back to Starbucks strategy around. The concepts resonated and hearkened back to a Starbucks experience that would leverage its unique brand and status. But ultimately, the excitement needed to center around the belief that these strategies could work and be executed effectively.
The last few months have been a powerful indication that those who held this belief were justified. Visits didn’t improve because of strong coffee headwinds, they improved because Starbucks did what they do best – they owned the calendar and leveraged their creativity and brand to drive huge visit spikes. Cups – whether of the Red or Bearista variety – and menu shifts including the epic annual PSL launch drove visit surges, and the chain's massive footprint positioned it to dominate on major shopping days like Black Friday.
TLDR – the new strategy sounded exciting, there’s real evidence that it’s working, and the chain has maintained its unique hold on the calendar and an industry leading ability to drive urgency and visits almost at the flick of a switch. Lots of reasons to expect the Starbucks recovery to continue gaining momentum.
For more data-driven 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.

Craft retailers – one of the top destinations for purchasing holiday decor – posted impressive year-over-year (YoY) gains this holiday season: AI-powered location analytics reveals that visits to industry leaders Michaels and Hobby Lobby were up YoY by double-digits almost every week of the holiday season. And while some of these chains' success is likely due to the reduced competition – with Party City having ceased its operations earlier this year – the strong growth also suggests that, despite digital competition, the demand for physical browsing and festive inspiration remains high.
We dove into the data to analyze how the holiday decor market is evolving.
The 2025 closures of Party City and JOANN consolidated the crafting sector, leaving Michaels and Hobby Lobby with fewer competitors and driving up YoY visits. This market shift proved particularly advantageous in Q4 as shoppers seeking Halloween decorations and holiday trimmings flocked to the remaining specialty retailers.
But Michaels and Hobby Lobby's success is due to more than just a market consolidation – the two chains have cemented themselves as premier destinations for holiday home decor. And while these retailers have traditionally relied on families looking to fill suburban homes with seasonal cheer, AI-powered location analytics reveal that younger, more urban shoppers are also fueling the holiday traffic boost.
Focusing on October and November data reveals that both chains saw the share of "households with children" in their captured market dip between 2024 and 2025, while the share of Young Professionals and Young Urban Singles increased. This suggests that at least some of the holiday decorating in 2025 was fueled not just by family traditions, but also by a younger generation curating their spaces with viral, budget-friendly finds.
While the exit of competitors like Party City and JOANN cleared the playing field in 2025, Michaels and Hobby Lobby's success is due to more than just absorbing the displaced demand. By capturing a new wave of young, urban shoppers hunting for viral trends, these retailers have proven that holiday décor is no longer solely the domain of suburban families. This successful pivot from traditional utility to trend-driven destination suggests that the craft sector isn't just surviving the retail shakeout; it is effectively reshaping itself for a new generation of consumers.
For more data-driven 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.

7 Brew Coffee may be the fastest-growing coffee chain in the US right now. The chain surged from just 14 locations at the start of 2022 to around 500 locations by October 2025. And average visits per location also increased significantly – indicating that despite the breakneck expansion, the drive-thru brand still has significant runway left to grow.
The chain's hypergrowth has been fueled by significant capital, including an equity investment from Blackstone in 2024 and a massive franchise agreement with the Flynn Group to develop an additional 160 stores. With a modular building model that allows for rapid deployment, 7 Brew is positioned to aggressively challenge major drive-thru competitors like Dutch Bros and Scooter's Coffee.
7 Brew's success can also be linked to a broader rise in drive-thru-centric coffee concepts. The chart below illustrates the shifting category dynamics in recent years as leading drive-thru coffee chains – with Dutch Bros in the lead – commanding a growing share of overall coffee visits since 2019.
Even amid the broader rise of drive-thru coffee chains, 7 Brew’s growth continues to stand out. While the brand still holds a relatively small share of the overall coffee market, the brand’s proportional growth outpaces its peers, reflecting both aggressive unit expansion and strong consumer adoption. The chart also underscores how 7 Brew is increasingly carving out space within a segment historically dominated by brands like Dutch Bros – suggesting meaningful long-term competitive potential.
With drive-thru coffee continuing to surge in popularity and consumers gravitating toward convenience-forward formats, 7 Brew is well positioned to continue capturing incremental market share and solidifying its status as one of the fastest-rising brands in the category.
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.

Despite the ongoing consumer headwinds, the 2025 holiday shopping season delivered year-over-year (YoY) gains for both retail and dining chains nationwide, with the majority of states registering retail and dining traffic increases during the holiday window. And while performance varied meaningfully by category and format, aggregate retail traffic numbers point to significant consumer engagement throughout the end of 2025.
Bifurcation has been a defining trend of consumer behavior in 2025 and continued to shape shopping patterns during the holiday season. Thrift stores and off-price retailers led the apparel category with traffic up 11.7% and 6.6% (November 1st to December 24th, 2025), respectively, compared to last year’s holiday period. Luxury chains and department stores also posted modest gains (+1.8%), while traditional apparel chains saw slight declines (-1.8%) and mid-tier department stores experienced more pronounced traffic drops (-6.2%).
Open-air shopping centers led mall-format performance during the 2025 holiday season, with visits up 1.7% YoY, as consumers gravitated toward environments that offered a more festive, experiential atmosphere and a wider mix of dining options. The format likely received an additional lift from warmer-than-average weather across much of the country, which encouraged shoppers to fully take advantage of the outdoor amenities and social experiences open-air centers offer during the holidays.
Indoor mall traffic was largely flat (+0.8%) – a positive signal given ongoing consumer headwinds, especially for mid-tier formats – suggesting that traditional malls were able to maintain relevance during a pressured spending environment.
Meanwhile, outlet mall visits declined slightly (-0.8%), likely reflecting reduced appetite for destination-driven, discretionary trips as shoppers prioritized convenience, everyday value, and locally accessible retail over longer, deal-oriented excursions during the holidays.
Within the superstore category, wholesale clubs and discount & dollar stores outperformed mass merchants. This performance underscores consumers’ continued shift toward value-driven retail during the holidays and highlights that “value” extends beyond low prices alone; wholesale clubs, with their compelling value propositions, are also seeing meaningful gains in the current consumer environment.
Categories most closely tied to self-gifting outperformed more traditional holiday segments during the 2025 season. Pet stores and services (+5.5% YoY) and home improvement retailers (+3.4% YoY) led the way, perhaps because purchases from these categories are typically positioned as practical investments in everyday life, ranging from caring for pets to improving and maintaining living spaces.
In contrast, home furnishings (-0.8%) lagged, as these purchases tend to be more decorative or occasion-driven and therefore more likely to be intended as gifts for others rather than immediate, utility-focused upgrades. Traffic to electronics stores also dipped slightly (-1.5%). Together, these trends underscore a consumer preference for spending that delivers direct, everyday value to themselves over more traditional, outward-facing holiday gifting.
Overall, location analytics for the 2025 holiday season suggest that consumers remained highly engaged despite ongoing economic pressure, but their spending behavior continued to fragment. Across apparel, superstores, and discretionary categories, shoppers consistently gravitated toward retailers that delivered clear value – whether through low prices, strong quality-to-price ratios, or products tied to personal utility and well-being. The outperformance of thrift, off-price, wholesale clubs, and self-gifting categories underscores a consumer mindset that is both pragmatic and selective, balancing budget consciousness with targeted willingness to spend.
Looking ahead to 2026, these patterns suggest that retailers should move beyond one-dimensional value messaging and instead sharpen their core propositions. Formats that clearly articulate why they are “worth the trip” – through pricing power, assortment differentiation, or alignment with everyday consumer priorities – will be best positioned to win share. As bifurcation persists, success will increasingly depend on understanding which consumer needs a brand serves best and doubling down on those strengths, rather than attempting to compete broadly across a squeezed and highly segmented retail landscape.
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.

Dutch Bros has long been a powerhouse in the beverage space, building its business with rapid expansion and securing a loyal following. But to maintain its growth momentum, Dutch Bros will likely need to look beyond its beverage-first identity. By strategically expanding its breakfast offerings, the brand can attract a new segment of morning diners while driving incremental spend from its existing loyal customer base.
Dutch Bros is still on an aggressive growth trajectory, with plans to continue opening new locations at a brisk pace. The company passed the 1,000-unit mark this year and aims to reach over 2,000 locations nationwide by 2029. However, recent data suggests that while the brand's overall footprint is expanding, its established locations are facing the typical challenges of a maturing brand.
Throughout much of 2025, total visits to Dutch Bros increased rapidly year-over-year (YoY), driven largely by new store openings. And while same-store visits – which measure the performance of locations open for at least a year – were also generally positive, the growth was somewhat uneven. So although the brand’s expansion is still meeting robust demand, the gap between total growth and same-store performance may indicate that Dutch Bros is reaching a level of saturation in its initial markets.
To sustain growth, the brand is targeting the morning daypart by introducing breakfast offerings, reaching approximately 160 stores by the end of September 2025 and plans to deploy the menu across its store fleet in 2026. This strategy appears to be paying off: November saw same-store visits surge to their highest levels of the year. While this spike was likely supported by holiday menu launches and Black Friday, it also suggests the breakfast initiative is gaining traction and successfully revitalizing performance at established locations.
Why is Dutch Bros betting on breakfast? Historically, Dutch Bros has seen a lower percentage of its daily traffic occur during the morning daypart than its competitors. And when comparing the chain’s hourly visit distribution to the wider coffee category, it becomes clear why the shift toward a more robust breakfast offering is a logical move for Dutch Bros. While the coffee category as a whole sees 43.1% of its total daily visits between 5:00 and 11:00 AM, Dutch Bros captures only 32.6% during that same window, according to the chart below.
To bridge this gap, Dutch Bros is evolving its menu to include more substantial food options. Food currently accounts for only about 2% of Dutch Bros’ total sales, a figure it hopes to increase significantly with the help of hot breakfast items. As Dutch Bros continues to roll out the expanded food lineup to more locations in 2026, the brand is positioning itself to compete directly for the morning commuter who currently heads to a competitor for a meal-and-drink combo.
And to further bolster its morning performance, Dutch Bros could lean into "functional fuel" trends that complement its popular protein coffee and are likely to appeal in particular to younger consumers who prioritize health-conscious menu options.
Dutch Bros is at a pivotal point in its evolution. While new store openings continue to drive visits, the brand is now focusing on deepening its relationship with customers through the breakfast daypart. If the recent uptick in same-store visits is any indication, the shift from a "beverage-first" destination to a well-rounded morning stop could be exactly what the company needs to sustain its long-term momentum.
For more dining 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.
