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As consumer spending continues to bifurcate, mid-tier chains face headwinds while off-price and luxury apparel gain ground. Which of the two apparel segments has the greatest growth potential? We dove into the data to find out.
Off-price has led apparel growth in recent years, and continuing economic uncertainty is helping the segment build on that momentum and continue its upward trajectory in 2025. But the luxury apparel segment – which underperformed the wider apparel category for much of 2024 – has also been on the rise lately, as shown in the chart below.
So far in 2025, foot traffic to luxury chains and department stores has increased year-over-year, consistently outpacing the broader apparel category. This trend reflects the increasingly bifurcated retail space: value-oriented chains, including off-price leaders, are winning over budget-conscious shoppers, while premium brands continue to attract affluent customers who remain less sensitive to economic headwinds.
Still, the data also shows that off-price chains continue to show significantly stronger traffic growth, while luxury visits have recently stabilized – traffic between June and August 2025 was roughly flat YoY. This contrast underscores the greater growth potential of value-oriented retailers in the current environment, with middle-income shoppers far more likely to trade down into off-price than to stretch into luxury. So although affluent spending appears to be holding steady, luxury’s room for further expansion may be limited.
Luxury may be more visible than ever, with social media fueling brand awareness. Pandemic-era stimulus checks may also have briefly given middle-income shoppers an opportunity to splurge on coveted labels. But beneath the surface, the data suggests that the audience is actually narrowing, with luxury chains drawing more heavily from affluent areas – even as brands try to broaden their lines and bring prestige to the masses.
Between 2022 and 2025, the median HHI for luxury shoppers climbed from $115K to nearly $118K, while the medians for traditional and off-price apparel shoppers held steady.
This suggests that, as prices rise, luxury increasingly depends on the nation’s wealthiest households, while off-price, with its median HHI of $75K (closely aligned with the national average of $79.6K according to PopStats 2024 data), continues to draw a broad shopper base. Off-price’s income profile may even be buoyed by wealthier shoppers trading down, while mid-range apparel chains feel the pressure of more cost-conscious behavior.
As 2025 progresses, apparel’s bifurcation is likely to deepen, with off-price chains positioned to capture continued traffic gains from value-driven shoppers and even affluent consumers trading down. Luxury is likely to remain resilient among high-income households, but its reliance on a narrowing customer base may limit growth, leaving value-oriented retailers better positioned to capitalize on shifting consumer dynamics in the months ahead.
To see up-to-date retail traffic trends, visit our free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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The arts and crafts sector is undergoing a major shakeup. Party City shuttered all corporate-owned stores early in the year after filing for bankruptcy, and by May, JOANN had closed its doors as well. But what could have been a moment of contraction for the largely discretionary category has instead accelerated growth for its strongest players. The industry is consolidating around two leaders – Hobby Lobby and Michaels.
What explains the continued strength of these two banners? And how are they positioning themselves to capture share in a reshaped retail landscape? We dove into the data to find out.
Despite its discretionary nature, crafting is flourishing in 2025. Screen-fatigued consumers are embracing hands-on, mindful projects like knitting, embroidery, and DIY décor as creative outlets and stress relievers. At the same time, crafting serves a practical role, producing inexpensive gifts and home decorations that help households stretch budgets while delivering creative satisfaction.
And Hobby Lobby and Michaels are making the most of this opportunity. Since April 2025, both chains have posted consistent year-over-year (YoY) visit growth, expanding their footprints while also driving more visits to existing locations. And with JOANN and Party City out of the picture, both retailers appear poised to capture displaced demand and further cement their leadership.
Each retailer is following a different path to success.
Michaels has leaned aggressively into the category's realignment. The company acquired JOANN's intellectual property and private-label brands to broaden its assortment and has moved quickly into Party City's vacated territory with an expanded lineup of balloons and party goods. Michaels is also doubling down on in-store experiences like birthday parties and leaning even more heavily into seasonal products – including for Halloween, Party City’s traditional stronghold.
This latter move could prove especially powerful during the upcoming spooky season. Halloween was historically Party City’s busiest period of the year, with October 2024 visits surging nearly 95% above the chain’s monthly average. With Party City gone – and Michaels already rolling out its “Summerween” offerings – the retailer looks well-positioned to capture some of that seasonal momentum and emerge as one of Halloween’s new retail destinations.
Hobby Lobby, by contrast, has stuck to its proven strategy of steadily expanding a nationwide fleet of large-format stores with broad, affordable selections. And this approach continues to pay dividends.
Though Hobby Lobby doesn’t really do Halloween, it carries plenty of seasonal decorations – which have traditionally driven substantial holiday visit boosts from November (see graph above). Hobby Lobby’s immersive environment also encourages extended browsing sessions, leading to longer visits. Between May and July of this year, shoppers averaged 31.4 minutes per trip to Hobby Lobby compared to 25.5 minutes at Michaels. The chain also leads in loyalty: Over the same period, 21.5% to 23.3% of visitors shopped at Hobby Lobby at least twice per month, a significant increase from last year.
Far from being sidelined as a discretionary indulgence, crafting has become an outlet for creativity, mindfulness, and affordability – and the shakeout of weaker players has only sharpened the advantage of category leaders. With Michaels pushing boundaries through innovation and seasonal dominance, and Hobby Lobby deepening loyalty through scale and consistency, both banners are positioned to ride the craft retail wave well into the future.
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.
Black Rock Coffee Bar ended its NASDAQ debut in September 2025 at a market valuation of $1.32 billion – a remarkable showing for the relatively young coffee chain.
We took a closer look at the data to see what sets Black Rock apart from its competitors – and what might be fueling its remarkable valuation and early surge in share price.
Black Rock Coffee Bar, which was founded in Oregon and is currently based in Arizona, has been on an impressive growth trajectory– between 2020 and 2025, the chain doubled its unit count, and the company is now targeting 1,000 locations by 2035.
Fueled by its aggressive expansion, Black Rock’s traffic has surged since 2019, with Q2 2025 visits up 226.5% compared to Q3 2019. These trends echo the trajectory of Dutch Bros – another rapidly growing coffee chain founded in Oregon – whose growth path since 2019 closely mirrors Black Rock’s, as shown in the graph below.
Despite their shared origins and similar growth trajectories, the two chains draw distinct audiences. Dutch Bros tends to attract visitors from less affluent neighborhoods, both nationally and within Oregon – due in large part to its typically younger audience – whereas Black Rock Coffee’s customer base skews more affluent than the median in both contexts.
This contrast suggests that the coffee space has ample room for two Oregon-founded chains to scale quickly, as each taps into a distinct segment of the market with complementary growth potential. Dutch Bros can lean into accessibility and mass-market appeal, while Black Rock is positioned to build loyalty with higher-income consumers, potentially supporting premium offerings, differentiated experiences, and stronger long-term margins.
Focusing on recent months shows that – although Black Rock Coffee is maintaining overall positive visit growth – average visits per location have slipped slightly, as seen in the chart below. What does this mean for Black Rock Coffee's future?
Overall traffic is still climbing and new stores are expanding the brand's customer base, so the slowdown appears to be a short-term adjustment rather than a hard ceiling. But the dip in visits per venue may indicate that the chain is beginning to saturate its traditional western and southern markets – signaling that further growth may depend on expansion into new states and DMAs.
Black Rock Coffee's growth is reminiscent of that of Dutch Bros, and demographic differences between their audiences create room for both chains to continue expanding – though Black Rock's softer per-location trends bear watching as it expands. Still, the chain’s affluent customer base provides resilience and supports long-term growth, helping explain Black Rock Coffee's premium valuation and early market enthusiasm.
For the most up-to-date dining data, check out Placer.ai’s free tools.
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.
East and South Asian grocery chains continue to perform well, with YoY visits outperforming the broader grocery segment in most cases, as seen in the chart below.
One factor behind the success of specialty grocery chains is their ability to serve as true destinations rather than just another place to pick up groceries, as visitor behavior data suggests that these grocers engage their visitors more deeply than traditional grocery chains.
Shoppers spend more time in these specialty grocery stores (27 to 41 minutes per visit on average compared to 23 minutes at traditional supermarkets). Consumers are also more likely to visit on weekends – the grocery category as a whole receives less than 33% of its visits on weekends, compared to H Mart, 99 Ranch Market, Mitsuwa Marketplace, and Patel Brothers where 39.3% to 42.4% of visits take place over the weekend. Together, these patterns reinforce the positioning of East and South Asian grocers as experiential, destination-driven retailers rather than routine errand stops.
Looking ahead, some chains are working on opening more stores, with H Mart slated to open four new locations in Florida, Texas, and California, while 99 Ranch just opened its first New York City location. These expansions signal continued momentum in both established and new markets.
The success of Southeast and East Asian grocers may highlight a broader consumer shift: shopping trips that feel purposeful, engaging, and even entertaining are increasingly valued in an age where routine purchases can be easily fulfilled online. Traditional grocers looking to tap into this trend may need to rethink their formats, merchandising, and in-store experiences, potentially leaning more into specialty assortments, foodservice options, or community programming. More broadly, for retailers of all types, the success of Asian grocers illustrates the growing importance of creating destination-driven experiences that transform shopping into an outing rather than a chore. Retailers who cultivate environments that invite discovery, linger time, and weekend traffic may find themselves better positioned to capture both customer loyalty and discretionary spending.
For the latest up-to-date grocery trends, check out our free tools.
Costco (COST) has maintained an impressive growth streak since the pandemic, with visits up year-over-year (YoY) every quarter since Q2 2021, as shown in the chart below.
Importantly, although the retailer has expanded significantly during this time, this growth has not been fueled by expansion alone: Same-store visits have also consistently increased during this period – indicating that the retailer is driving more traffic to existing stores and quickly building strong member bases at its new warehouses.
The latest data suggests that Costco has no plans of slowing down. Overall visits continued to grow in 2025 while same-store visits increased or held steady. And even as brick-and-mortar retail traffic softened over the summer, Costco bucked the trend: August 2025 traffic to Costco grew 5.5% YoY while same-store visits rose 4.0% – likely boosted by back-to-school demand.
In-store consumer behavior also highlights Costco's consumer appeal. Visitors to the chain spend considerably more time per visit than visitors to other superstores or grocery chains. This longer dwell time not only increases the likelihood of larger basket sizes, but also highlights the effectiveness of Costco’s curated merchandising strategy that offers consumers an engaging experience while encouraging cross-category shopping.
Macro conditions may help Costco grow even further in the near future. Gas prices have fallen recently, reducing the cost of driving to warehouse clubs often located outside dense residential areas. Grocery inflation has cooled as well, relieving pressure on households that might have pulled back from bulk purchases, while keeping value top of mind. Together, lower fuel costs and moderating food prices reduce friction and reinforce steady trip frequency to value-oriented, drive-to formats like Costco.
Looking ahead, Costco’s combination of consistent traffic growth, favorable macro conditions, and industry-leading in-store engagement underscores its resilience in a challenging retail environment. For investors, these trends point to continued revenue durability supported by membership economics and strong spend-per-visit. For retailers, Costco offers a blueprint: build loyalty through value and elevate engagement with experience. This approach has made Costco not only a standout performer today, but also one of the best-positioned retailers to sustain growth into the next cycle.
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 state of the consumer was top of mind during second-quarter 2025 earnings calls, as restaurant executives consistently described a more cautious and discerning customer. Leaders from major brands like McDonald's, Chipotle, and Starbucks noted that lower-income consumers, in particular, are feeling the pressure of a challenging economy and are pulling back on the frequency of their visits.
McDonald’s CEO Chris Kempczinski framed it as a "two-tier economy," where affluent consumers continue to spend while lower-to-middle income households face significant cost-of-living pressures. This trend is visible in visitation data, which shows quick-service (QSR) and fast-casual restaurants underperforming full-service restaurants and coffee chains in recent months.
This consumer caution has led to a "trade-down" effect, where customers actively seek value-oriented promotions or skip add-ons like a beverage to manage their check size. In response, brands are emphasizing affordable meal bundles – like McDonald’s Extra Value Meals and Taco Bell’s Decades Y2K throwback menu featuring fan-favorites under $3 – and leveraging their loyalty programs to retain these budget-conscious patrons.
As 2025 progresses, QSRs face intense competition not just from each other, but from a growing array of value-oriented retailers. Driven by rising menu prices at fast-food chains, highly price-conscious consumers are actively seeking more affordable meal options. Value-oriented grocery stores, dollar stores, and convenience stores have aggressively expanded their grab-and-go and prepared food offerings, making them direct rivals for lunch and dinner.
As the price gap between dining out and eating at home widens, these channels are successfully capturing a greater "share of stomach," particularly from consumers who now view a trip to the grocery or dollar store as a more economical alternative to a QSR visit. We see this in our visitation data, where the number of McDonald’s and other other QSR visitors are increasingly visiting Aldi and other value-oriented options.
The lunch hour has become a key battleground, with fresh-format and value grocers seeing a notable increase in foot traffic as they expand their high-quality, convenient, and affordable grab-and-go options. This has siphoned off a portion of the traditional lunch crowd from fast-casual restaurants, as consumers – particularly office workers – increasingly opt for a trip to the grocery store.
This pressure contributed to weaker-than-expected results for premium fast-casual chains like Chipotle, Sweetgreen, and CAVA. While these brands were up against tough comparisons from product launches a year ago (Chicken al Pastor for Chipotle, steak options for sweetgreen and CAVA), the slowdown was more significant than anticipated.
What’s to make of this slowdown? In addition to tougher comparisons, the explanation is likely a multi-faceted consumer response to a challenging economic environment and a crowded marketplace. Like QSR chains, many budget-conscious fast-casual customers began trading down, either opting for less expensive fast-food alternatives or simply reducing the frequency of their visits to these pricier lunch spots.
At the same time, a segment of their health-conscious consumer base increasingly turned to specialty grocers like Whole Foods and Trader Joe's, where they could assemble their own high-quality bowls for a lower cost. Compounding the issue was a growing sentiment of "slop bowl" fatigue, a perception that the once-innovative format had become commoditized, with little differentiation between the chains, leading some consumers to seek out more unique dining experiences.
Chili's continued its significant outperformance of the restaurant industry in the second quarter of 2025 by successfully executing a multi-faceted strategy centered on a compelling value message that resonated with increasingly price-conscious consumers. The brand's success was largely driven by the popularity of its heavily marketed "3 for Me" bundled meal deal and its "Triple Dipper" appetizer promotion, which together attracted a surge of new and repeat customers. This effective value messaging was supported by substantial investments in marketing and crucial back-of-house operational improvements, which enhanced food quality and service consistency, allowing Chili's to capture a significant share of visits while many competitors in the casual dining space struggled with declining traffic.
It’s not just Chili’s however. Applebee's, for instance, managed to drive a 4.9% increase in same-store sales during its most recent quarter, a significant turnaround attributed to its own value-driven promotions and menu innovations that successfully boosted customer traffic. Olive Garden delivered a solid performance in its most recent quarter, achieving a 2.0% increase in same-restaurant sales. This growth was largely fueled by the success of its value promotions and a significant nearly 20% surge in takeout sales, which helped attract a younger, more frequent customer base according to management.
As the restaurant industry moves into the second half of 2025, the second quarter's results paint a clear picture of a market defined by a strategic, value-seeking consumer. The resounding success of casual dining chains like Chili's and Applebee's, which leaned heavily into affordable, bundled meals, demonstrates that a compelling value proposition can still drive significant traffic and sales. Conversely, the fast-casual and QSR segments are facing an identity crisis, squeezed by intense competition from lower-priced grocery and convenience store alternatives and the aggressive promotions from sit-down restaurants.
Ultimately, the brands that will thrive for the remainder of the year will be those that can master the art of delivering a strong, clear value equation – whether through price, experience, or convenience – to a customer who is more discerning with their dining dollars than ever before.
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.
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.
