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Chipotle and McDonald’s are two major players in the fast-casual and quick-service dining scene. With the year's first half behind us, we take a look at how foot traffic to these dining giants performed – and what might lie ahead in the second half of the year.
The wider retail and dining world continues to work through the challenges of inflation and new tariff concerns. But McDonald is focusing on its future, with major expansion plans and menu changes in the works. The chain is bringing back fan favorites, introducing new products, and debuting a new beverage line inspired by its now-defunct CosMc chain.
And the data suggests that these changes are helping drive visits, with the chain outperforming the wider QSR segment in Q2 2025. With the chain continuing its menu innovations in H2 2025 and a major expansion on the horizon, the positive Q2 2025 trends may signal a strong H2 ahead.
McDonald's expansion strategy is ambitious, with plans to open 900 locations around the country by 2027. Where should the chain open these new restaurants to ensure they meet a ready demand?
Diving into YoY same-store visits by state in H1 2025 reveals that much of McDonald's same-store visit increases were concentrated in the western United States, with the Southwest standing out as a particularly strong locus of growth. Nevada, Utah, and Arizona in particular saw YoY same-store visit growths of 4.9%, 4.2%, and 3.4%, respectively – suggesting that diners in these states may be particularly receptive to new McDonald's restaurants.
Chipotle has been a dining powerhouse over the past few years, consistently expanding its presence while maintaining visit growth. Indeed, visits to the chain increased 0.7% YoY in Q2 2025, slightly outpacing the 0.5% increase in visits for the wider fast casual segment.
Meanwhile, visits per location trends tell a slightly different story – the average number of visits per venue fell in Q2 '25 even as visits per venue remained flat in the wider fast casual segment. Some of the dip is likely due to lapping the successful Chicken al Pastor launch and to the Easter calendar shift, which made for a difficult comparison. But the dip had narrowed to just -1.5% by June 2025, suggesting that the chain may be seeing the impacts of its latest menu additions.
But even as Chipotle's visits per location trends trail slightly behind the wider fast casual segment, the chain's overall visit growth has helped capture a growing share of fast-casual visits in recent years despite the rising competition in the segment. In Q2 2025, more than a quarter (26.0%) of fast casual visits went to the fast casual giant – a significant increase from its 20.3% relative visit share in Q1 2019.
And the chain has no plans of slowing, with a goal of opening between 315 and 345 new restaurants in 2025 – setting Chipotle up for continued growth within the dining sector.
Chipotle and McDonald’s continue to drive visit growth even as the wider dining space experiences challenges.
Will visits grow further in H2, or will economic headwinds slow down these upward trends?
Visit Placer.ai/anchor for the latest data-driven dining insights.
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Following years of volatility and multiple bankruptcies filings, JOANN – the 82-year-old fabric and craft retailer – shuttered its final stores in May 2025, with many stores already closing in April 2025. But diving into traffic trends for some of JOANN's competitors suggest that JOANN's bankruptcy and ultimate closure was not necessarily the result of lowered demand for crafting supplies.
Year-over-year (YoY) visit trends to JOANN stores were mostly stable prior to the closure announcements, and traffic skyrocketed as consumers descended on the bargain-priced fabrics and sewing supplies during the chain's liquidation sales. And since the closures, visits to other crafting retailers has skyrocketed, with traffic to Michael's – JOANN's main competitor that even bought chain's intellectual property – up 9.2% YoY in June 2025.
JOANN is not the only hobby and crafts chain to go bankrupt over the past twelve months – Party City, which had filed for bankruptcy in 2023, also shut its last remaining stores in February 2025. And though Party City's main focus may have been party supplies, the retailer also carried an assortment of arts and crafts supplies. This means that in H1 2025 two craft-forward legacy retailers permanently shut down.
So what brought JOANN and Party City down? While several factors contributed, one significant challenge faced by both companies was their size. Although JOANN had a loyal following in some circles, the retailer's brick-and-mortar footprint was relatively moderate – in 2024, JOANN received less than half as many visits as Michaels, due in part to its significantly smaller store fleet. Party City was even smaller, receiving less than half the visits going to Hobby Lobby last year.
This means that Party City and JOANN likely lacked the economies of scale and marketing dominance of the Hobby Lobby and Michaels – making it harder to stay afloat in an increasingly competitive market. And Party City and JOANN's mid-size brick-and-mortar footprint likely also made it more difficult to compete with mass merchants such as Walmart and Target.
But if the market consolidation forces of recent years drove JOANN and Party City out of business – what to make of the endurance of tiny Blick and its 0.3% visit share? The answer to that may lie in another trend. The bifurcation of consumer spending since COVID has sustained demand for premium, quality brands and products alongside significant growth for value-oriented retail chains. And looking at the trade area median household income for the five analyzed chains highlights Blick's affluent visitor base – and suggests that the chain has successfully positioned itself as a premium purveyor of quality arts supply.
This in turn allows Blick to operate in a wholly different field where it is not competing directly with the Hobby Lobbies (or Walmarts) of the world. Instead, it has carved out a defensible niche where the defining competitive metric isn't price, but the quality and curation of its products.
The divergent paths of JOANN and its competitors highlight the new realities of the craft retail market, where operating without the scale of a Michaels or the premium, defensible niche of a Blick can create a significant liability.
For more data-driven retail insights, visit placer.ai/anchor.
Retail media networks – advertising platforms enabling third parties to promote products and services on a retailer’s websites, digital apps, brick-and-mortar stores, or across partners’ digital properties – have firmly entered the mainstream. Major chains across industries now allow sellers direct access to consumers at the critical point of purchase. And since most shopping still takes place offline, retailers are increasingly expanding their in-store retail media offerings – through digital signage, in-store audio, sampling stations, and in-app features that appear when a customer is physically in the store.
But what do location analytics tell us about the relationship between online and offline retail in 2025 – and the potential role of brick-and-mortar retail media in driving consumer engagement? We dove into the data to find out.
A closer look at several chains that are heavily investing in brick-and-mortar retail media reveals how the in-store / online mix varies by both retailer and season. Unsurprisingly, Kroger’s unique physical visitors outpaced unique website visitors (desktop and mobile) during every quarter. In contrast, The Home Depot’s in-store visitors were closer to its online traffic – occasionally dropping below it in Q1 2025. Target, Lowe’s, and Walmart fell somewhere in between these two extremes.
Interestingly, all chains analyzed attracted more physical visitors in the spring and summer (Q2 and Q3) than in the fall and winter. For both retail media networks and their advertising partners, understanding the interplay between online and offline traffic is crucial for optimizing advertising strategies.
Walmart has emerged as a leader in brick-and-mortar retail media. Through Walmart Connect, the company provides partners with a variety of in-store advertising solutions, including digital screens, in-store radio, on-site demos, and sponsored events at Walmart locations. And non-endemic brands – ranging from restaurants to financial services – can also tap into both Walmart’s online and offline retail media networks.
And foot traffic data shows that the ratio of online to offline Walmart visitors differs greatly throughout the country. In the South Central region, including Texas, Walmart’s physical stores saw 85.0% more unique visitors in May 2025 than its website. But in the Northeast, the gap narrowed to just 8.4%. So advertisers may find cost-effective opportunities by tailoring campaigns to regional traffic tendencies.
The relative size of Walmart’s state-wide markets also varies by channel. In May 2025, Texas accounted for 10.2% of Walmart’s unique in-store visitors, making it the top regional brick-and-mortar market. Yet online, California took the lead at 12.1% of total website visitors. So advertisers aiming for the biggest in-store crowd might choose Texas, while those focused on digital reach could invest more in California. Florida, meanwhile, remained the third-largest market for both online and offline traffic, grabbing about 7.0% of each.
Though offline shopping continues to dominate, the numbers show that neither channel exists in a vacuum. And given how shopper preferences differ by region and season, brands that harness both online and offline data can craft more relevant, impactful campaigns.
For more data-driven retail and advertising analysis follow Placer.ai/anchor.
The grocery segment has never been more competitive, and Aldi, Trader Joe’s, and Lidl have consistently emerged as top players. The three chains share similarities: all offer a limited assortment of groceries and tend to operate at lower price points – however, each one is carving out its own distinct path to growth.
We take a closer look at their performance in H1 2025 to uncover what might be contributing to their continued success.
Aldi, Trader Joe’s, and Lidl have established themselves as formidable players in the grocery segment, consistently thriving despite a challenging market. And diving into H1 2025 underscores their impressive success.
The three grocery chains enjoyed consistently elevated visits in H1 2025, significantly outpacing the wider grocery segment. While overall grocery visits increased by 1.8% YoY, Aldi’s visits grew by 7.1%, Trader Joe’s by 11.9%, and Lidl posted growth of 4.9% during the analyzed period. The three chains also outpaced the wider industry in terms of average visit per location growth.
This strong H1 performance is extra impressive given how well the three chains have performed in recent years. And diving into individual metrics for each chain can further show how they are thriving – and what might lie behind their success.
Trader Joe’s, known for its whimsical and community-centric approach to grocery shopping, got its start in Pasadena, California. Since then, the chain has expanded to nearly 600 locations across the country – but California remains its most significant market. The company operates over 200 locations in the Golden State alone and recently announced plans to expand its footprint within its largest market.
Examining the visitor share among California’s top grocery chains, including major players like Safeway, Ralphs, and VONS, highlights just how well Trader Joe’s is performing in the state. While these chains maintained relatively stable visit shares over the past few years, Trader Joe’s saw its relative visit share grow from 13.2% in H1 2019 to 15.7% in H1 2025. This success underscores the value of investing in product and community – two areas where Trader Joe’s excels.
Aldi, the German grocery giant, derives much of its success from its impressive operational prowess. The chain is laser-focused on maximizing efficiency and streamlining operations in a bid to keep overhead low and customers coming through its doors. And its efforts seem to be paying off – the chain is one of the fastest-growing grocery chains in the nation. Over the past few years, Aldi has opened new stores at a rapid pace, acquiring smaller chains in pursuit of its goal of opening an additional 800 stores by 2028.
And crucially, even as Aldi expands its footprint, the chain continues to draw more average visits per location. Average visits per location were 1.6% higher than they were in 2024, 17.4% higher than in 2023, and 26.7% higher than in 2022. This signals that its new stores are being met by sustained and growing shopper interest instead of cannibalizing foot traffic from existing locations.
This model allows Aldi to grow its footprint and customer base simultaneously and demonstrates an impressive capacity to meet – and create – continued demand for its offerings.
Like Aldi, Lidl emigrated to the United States from Germany – and the chain offers a similar promise of limited-assortment products and lower prices. Diving into visitor demographics at the chain highlights where Lidl shines – and where it has room to grow. Between 2019 and 2025, the chain grew its share of suburban, wealthy, and older segments – but the share of visitors falling into the “Singles and Starters” demographic segment shrunk.
Lidl has been adding new stores in recent months, and while it has certainly leaned into its thriving suburban segment, new locations are also appearing in major cities. This push beyond its established wealthy, suburban roots suggests Lidl may be looking to broaden its appeal to a more diverse urban consumer base.
Trader Joe’s, Aldi, and Lidl continue to thrive despite a challenging retail environment – and while all chains are known for their great deals, the different price points, audiences, and focuses underscore that their success is rooted in strategies beyond their value propositions.
Will these chains continue to drive increased foot traffic in H2 2025? Visit Placer.ai/anchor for the latest data-driven grocery insights.
Summer often brings out the latest fashion trends as consumers head for coastal cities, the beach, summer vacations, and the pool. Sometimes we see new trends catch fire altogether, but summer also tends to signal to shoppers that it’s time to revitalize classic products or items already in their closets in new ways.
L.L.Bean, the outdoor lifestyle retailer and brand, has always been at the center of repeat trends. Its New England heritage lends itself to fashion moments centered around preppy or Americana dressing, and its staple products like the L.L.Bean Boot and Boat and Tote have become longstanding favorites.
Over the past few years, the Boat and Tote product specifically has had its own renaissance as consumers once again flocked to this classic style. Another trend that we can thank TikTok for, the bag became a viral sensation in 2022 as creators would embroider ironic sayings onto their bags instead of the traditional monogram offered. This year appears to be a reinvigoration of this trend, and with new inspirations coming into the fold, such as the “Boatkin”, there is plenty of runway left for the Boat & Tote to keep L.L.Bean top of mind for shoppers. The Boat & Tote also reflects the change in consumer behavior over the last few years relating to branded products and logos – consumers are opting for more subtle designs without logos that can be used for everyday activities.
L.L.Bean retail locations have certainly benefited from the virality of the Boat & Tote. Looking at 2025 traffic performance year-to-date, visits are up almost 15% compared to 2024. Against the backdrop of challenging traffic for many retail chains, this number is even more impressive.
L.L.Bean stores also fit the mold of the current formula that is working in retail – large format stores that offer a wide variety of experiences, assortments, and services that keep customers engaged for longer, with the average dwell time at 32 minutes. Related to the renaissance of the Boat and Tote in 2025, L.L.Bean stores recently added a bag charm bar to locations for consumers to adorn their bags in unique ways, leaning into current trends being seen across the accessories category. Concepts like the charm bar could make the difference in consumers choosing to shop in store instead of simply ordering online.
L.L.Bean’s focus on its iconic products despite the change in trends over time has served the brand in attracting new shoppers with each passing generation. The chain attracts visitors across suburban and rural families, Young Professionals as well as Sunset Boomers. Different generations of consumers have all found their way to L.L.Bean retail locations for different reasons, but the core products that remain have outlasted other trends.
For more data-driven retail insights, visit placer.ai/anchor.
Office supplies behemoth Staples has faced a challenging few years, contending with stiff competition from online rivals and evolving office visit trends that have reduced demand for some of its core products. Consumer cutbacks in discretionary spending driven by recent inflationary pressures have also taken their toll on the retailer, which has closed dozens of stores over the past several years.
But by remaining agile and pivoting towards services and B2B offerings, Staples has defied expectations – showing how retailers can succeed by staying in tune with shifting consumer needs and habits. We dove into the data to explore Staples’ recent visit growth and some of the factors behind its current success.
Last month, Staples brought back its iconic “That Was Easy!” button, highlighting the chain’s mission to simplify customers’ lives through products and solutions. But though Staples’ impressive traffic resurgence might appear to have been effortless, its current growth is the result of a carefully orchestrated pivot towards meeting the practical demands of shoppers in 2025.
In addition to its staple (pun intended) office and school supplies, Staples is ramping up its business-focused services. The chain recently began a pilot with Verizon to expand its tech offerings – with the explicit purpose of offering the telecom giant access to more small business visitors. The company has also expanded its onsite services, offering everything from print-while-you-wait to travel-related options like passport photos.
And a look at Staples’ foot traffic over the past several months shows these efforts are paying off. Since January 2025, visits and average visits per location to Staples have been consistently elevated year over year (YoY), with the sole exception of February, when retailers across categories were impacted by stormy weather and the comparison to a leap year. And as the year has worn on, Staples’ visitation trends have only gotten stronger, with June seeing a 10.3% increase in overall foot traffic and a 13.2% increase in average visits per location compared to 2024.
Despite the challenges of the past several years – and the closure of dozens of stores since 2019 – Staples’ foot traffic is also now higher than it was pre-COVID. In Q2 2025, overall visits to the chain exceeded Q2 2019 levels by 5.6%. And each open store is seeing far more foot traffic than it did before the pandemic, with average visits per location rising by 23.9% over the same period.
Location analytics reinforce the notion that it is Staples’ pivot to services and B2B solutions that is largely fueling this comeback.
August, for example, has traditionally been Staples’ busiest month of the year, as students and families descend on the chain to stock up on back-to-school supplies. But in recent years, the month has become less of an outlier, with traffic spread more evenly across the calendar.
Moreover, the number of frequent visitors to Staples – i.e. those who return to the chain multiple times per month – has grown steadily since 2019. Between H1 2019 and H1 2025, the share of customers visiting Staples at least twice a month on average edged up from 12.0% to 12.8%, and the proportion of those making three or more monthly visits climbed from 3.5% to 4.9%. This shift points to a consumer base increasingly reliant on Staples for ongoing needs rather than episodic purchases.
Staples’ recent visit success sheds light on the power of pivoting to meet shifting consumer demands. By emphasizing services and leaning into B2B offerings, Staples has transformed itself into a go-to destination for new audiences – reinforcing the importance of adaptability and innovation in retail.
For more data-driven retail analyses, visit Placer.ai/anchor.
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.
