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Article
Brooks Brothers Rightsizing Success
Iconic clothing brand Brooks Brothers has experienced a challenging few years, but recent foot traffic suggests that things are turning around for the retailer. We took a look at the location analytics for the brand to see how it’s been weathering recent challenges. 
Bracha Arnold
Mar 21, 2025
2 minutes

Iconic clothing brand Brooks Brothers – known for dressing presidents – has experienced a challenging few years. The company filed for bankruptcy in 2020 and closed a number of stores – but recent foot traffic suggests that things are turning around for the retailer. 

We took a look at the location analytics for the brand to see how it’s been weathering recent challenges. 

Rightsizing and Reinvention

Brooks Brothers has long been synonymous with high-quality clothing, specializing in office attire – blazers, dress shirts, and tailored trousers. However, the brand faced significant challenges leading up to its Chapter 11 bankruptcy filing in July 2020. Even before the pandemic reshaped work routines, office wear had been trending toward more casual styles. COVID-19, which brought with it a surge in remote work, accelerated this shift even further.

As a response to the bankruptcy, Brooks Brothers implemented a strategic restructuring plan, closing underperforming stores and refocusing on high-traffic locations. This rightsizing strategy appears to be yielding positive results, with visits per location rising 4.7% year-over-year in Q4 2024. While total visits have declined, the remaining stores drew more customers on average, suggesting a more efficient footprint. Now, with the brand even opening new locations – including a flagship store in Boston – Brooks Brothers is signaling renewed confidence in its future.

Shifting Demographics

Store count isn't the only thing changing at Brooks Brothers – its customer base is shifting as well. Between 2019 and 2024, the share of households with children in Brooks Brothers’ captured market trade area increased from 26.5% to 28.0%, while the share of “Suburban Periphery” households (as defined by Esri's Tapestry segmentation dataset) grew from 45.4% to 47.5%.

These shifts align with broader trends, including a renewed interest in suburban living and the rise of the quiet luxury movement, which favors timeless, high-quality fashion. And with back-to-office mandates continuing to ramp up, Brooks Brothers is well-positioned to maintain its momentum with this growing segment.

What Comes Next For Brooks Brothers?

Despite the rocky economic environment, Brooks Brothers seems to be holding steady. By focusing on its strongest locations and core offerings, the brand may be on its way to a comeback.

For more data-driven retail and apparel insights, visit Placer.ai.

Article
The Rise of Smaller-Format Home Improvement Retailers: How Ace Hardware and Harbor Freight Are Outpacing Big-Box Chains
Smaller-format home improvement chains have been making a splash lately and outperforming their competitors in the past few years. We took a look at some of the analytics behind this trend.
R.J. Hottovy
Mar 20, 2025
1 minute

When it comes to home improvement retail, big-box chains like Home Depot and Lowe’s are often top of mind. However, retail visit share data shows that smaller-format chains such as Ace Hardware, Harbor Freight, and Tractor Supply have been outperforming their larger competitors over the past several years. 

This trend is primarily driven by store expansion and migration patterns. Ace Hardware and Harbor Freight have aggressively increased their presence in high-growth markets, particularly in smaller cities where their 10,000-20,000 square foot store footprints provide a strategic advantage. In contrast, Home Depot and Lowe’s, with their larger 100,000+ square foot layouts, face greater challenges expanding into these markets. 

The success of smaller retailers reflects a broader industry shift toward optimizing store formats, with many retailers—including those in home furnishings, department stores, and grocery – embracing smaller stores to mitigate rising operational costs and respond to evolving consumer migration trends.

Article
Walmart’s Mall Purchase: Towards a More Diversified Portfolio 
Walmart recently purchased a mall in Allegheny, PA. We took a look at the data - for this and other mall purchases - to see what may lie behind the move.
Caroline Wu
Mar 20, 2025
2 minutes

We’ve seen mall operators investing in tenants, such as when Simon and Brookfield invested in JCPenney. Of late, outlet operators such as Tanger are scooping up open-air mixed use centers. Walmart’s latest move to purchase Monroeville Mall in Allegheny, PA is also turning heads. What do all these purchases have in common? A desire to diversify.

Partnering with Cypress Equities 

Over the years, Walmart has experimented beyond retail by adding grocery, optical, pharmacy, and healthcare. Walmart is now working on the Monroeville Mall with Cypress Equities, who position themselves as partners for “distinctive retail, residential, hospitality and mixed-use opportunities.’’ Analyzing visits to some of their properties – including Bayshore Mall in Glendale, WI and Legacy Square in Linden, NJ – reveals Cypress’ strong track record in managing successful shopping centers. 

Successful Redevelopment of Legacy Square 

Legacy Square in particular saw impressive visit growth in 2024 – perhaps thanks to Cypress Equity’s investments in the center’s recent renovation. The project included opening a Walmart supercenter anchor followed by the addition of popular retailers and dining chains as well as a c-store and a medical facility – services that are increasingly coming to mixed-use centers. 

And the data suggests that the redevelopment has been a success: In 2024, a variety of retailers and dining chains at Legacy Square – including Walmart, Starbucks, Verizon, and Mattress Firm – received  significantly more visits per square foot than the New Jersey statewide average for each chain. The success of the Legacy Square redevelopment sheds some light on Walmart’s choice to partner with Cypress Equities on the Monroeville mall project. 

Monroeville’s Potential 

The current performance at Monroeville Mall shows that visitation to the mall has declined most months compared to last year, with the exception of November when visits were likely boosted by a strong Black Friday.

At the same time, the mall’s trade area includes a wide array of consumer segments – from budget conscious singles to affluent families to middle income older folks – suggesting that the mall has significant potential to increase its visitations from a variety of audience segments.

Walmart’s Retail Leadership

Walmart's strategic acquisition and redevelopment of Monroeville Mall, in partnership with Cypress Equities, reflects a broader industry trend towards diversification and the creation of mixed-use destinations. By leveraging Cypress's proven success in revitalizing properties like Legacy Square, Walmart may well transform a struggling mall into a thriving community hub, catering to a diverse demographic and further solidifying its position in the evolving retail landscape.

Article
Diving Into Breakfast Chains: What “Eggs”actly is Going On With Eggs Right Now? 
Egg prices are skyrocketing, and breakfast-focused restaurants, where eggs are a staple, are feeling the impact. We took a look at visit data to some major breakfast chains to see how price increases are affecting their foot traffic.
R.J. Hottovy and Caroline Wu
Mar 19, 2025
3 minutes

It almost feels like a throwback to the COVID era, with more people raising backyard chickens – but this time, it’s driven by skyrocketing egg prices due to bird flu. So, what’s the trickle-down effect on food and retail establishments? Breakfast-focused restaurants, where eggs are a staple – from classic dishes like eggs with bacon, sausage, potatoes, and toast to essential ingredients in pancakes and waffles – are feeling the impact most acutely. 

Breakfast Chains Implement Surcharge to Offset Egg Price Spikes

According to a recent USDA report, retail egg prices increased by 13.8% in January 2025, following an 8.4% rise in December 2024. The agency has now revised upwards its initial forecast of a 20% increase in egg prices for 2025 and now projects a 41.1% rise for the year. Data from the U.S. Bureau of Labor Statistics on the average price of a dozen large Grade A eggs also highlights the significant nature of this recent price surge from a historical perspective.

To offset this unprecedented surge in egg prices, several breakfast chains have implemented surcharges on egg-based menu items in February. Waffle House introduced a 50-cent surcharge per egg across all its locations. Similarly, Denny's added surcharges across its 1,500 locations, with fees varying based on regional impacts. Other establishments, such as Biscuitville, also imposed similar surcharges to manage escalating expenses. These measures reflect the industry's efforts to navigate the financial strain caused by the egg shortage while striving to maintain menu affordability for customers.

Visits Slow to Breakfast-First Restaurant Concepts in 2025

Broadly speaking, foot traffic across much of the retail and dining sector declined as February progressed, likely due to factors such as post-holiday spending pullbacks, decreased consumer confidence, weather, and other macroeconomic conditions. However, breakfast-first chains–including IHOP, Denny’s, Waffle House, Broken Yolk Cafe, Huddle House, Bob Evans Restaurant, Another Broken Egg Cafe, and Silver Diner have underperformed other retail and restaurant chains in our Placer 100 index.

First Watch and Silver Diner Outperform Broader Category 

Year-to-date weekly visitation trends for the largest breakfast-focused chains show that First Watch and Silver Diner are the only brands with positive year-over-year growth. In contrast, chains that implemented egg price surcharges like Waffle House and Denny’s have understandably underperformed compared to the broader category.

Silver Diner and First Watch also pull visitors from higher-income trade areas (below), which allows them to absorb costs more effectively without risking a decline in visitation. 

The surge in egg prices, which has compelled many breakfast chains to introduce surcharges, already seems to be having an impact on visitation trends to egg-forward restaurant chains. Dining concepts catering to higher-income consumers – or those less reliant on breakfast visitation – are likely to have more success weathering the current challenges. 

For more data-driven dining insights, visit placer.ai

Article
Darden Weathers the Storm
See how Darden Restaurants, Inc. fared throughout 2024 and how things are shaping up at the start of 2025.
Lila Margalit
Mar 18, 2025
2 minutes

With Q1 2025 in full swing, we dove into the data to see how Darden Restaurants, Inc. – the force behind Olive Garden, LongHorn Steakhouse, and eight additional brands – fared throughout 2024 and how things are shaping up at the start of 2025.

Yearly YoY Visit Growth in a Challenging Environment

During the three month period ending November 24th, 2024, Darden reported a 2.4% year-over-year (YoY) increase in same-restaurant sales, even as consumers continued trading down and cutting back on discretionary spending. And though Darden hasn’t been immune to the headwinds affecting the full-service restaurant sector – its overall foot traffic dipped 1.7% in Q4 2024 – the company still closed out the year with a 1.0% increase in visits compared to 2023. 

LongHorn Steakhouse leads the way

With more than 900 locations nationwide, Olive Garden is Darden’s biggest brand by far. And a look at recent monthly visitation trends shows that despite challenges, the chain held its own in 2024. On a yearly basis, visits to Olive Garden remained essentially flat in 2024 (-0.3% YoY). And several months saw positive visit growth – likely bolstered by the chain’s popular Never Ending Pasta Bowl promotion, which ran from August 26th (a week earlier for club members) to November 17th. (The chain’s October YoY visit dip may reflect a different promotional schedule in 2023, when the offer began in mid- or late-September, driving heightened demand in October.)

But Darden’s most consistent growth driver over the past several months has been LongHorn Steakhouse. The casual dining steakhouse posted a 4.4% YoY visit increase in 2024, with six of the past eight months showing positive growth. And though February 2025 saw a minor weather- and calendar-driven dip, a strong rebound during the week of February 24th suggests continued momentum.

Taking a broader look at LongHorn Steakhouse’s trajectory reveals just how consistently the chain has outperformed. Since Q1 2023, LongHorn has posted steady YoY quarterly visit gains, each quarter building on the momentum of the last. Affordable, high-quality steaks continue to resonate especially well with today’s consumers, as they seek to stretch their dining dollars to the max.

Looking Ahead

All things considered, Darden has proven remarkably resilient in a dining landscape marked by cautious consumer spending. As 2025 unfolds, expect the company’s dual emphasis on iconic promotions at Olive Garden and consistent value-driven steak offerings at LongHorn to remain key to its continued success. And if current trends hold, Darden is poised to further solidify its standing as one of the industry’s top full-service dining operators.

For more data-driven dining insights, visit placer.ai.

Article
Sportswear in the New Year
How did the activewear and sporting goods segment fare throughout 2024? We dove into foot traffic for Nike, lululemon, and DICK’S Sporting Goods to find out.
Bracha Arnold
Mar 17, 2025
4 minutes

How did the activewear and sporting goods segment fare throughout 2024? We dove into foot traffic for Nike, lululemon, and DICK’S Sporting Goods to find out.

Nike’s Fleet Expansion Drives Visits

Nike experienced strong visitation throughout 2024, with increases in all but one quarter. Visits were especially elevated in the first half of the year, likely related to the store fleet expansion in the second half of 2023. While visits slowed in Q4, Nike has also recently returned to its wholesale partnerships, allowing continued engagement across channels.

The brand also excelled during the holiday season, with December delivering the busiest weeks of the year. Weekly visits to the brand spiked 76.7% on December 16th and 75.7% on December 23rd relative to 2024’s weekly visit average, with the first spike possibly driven by gift-seekers, and December 23rd’s spike likely driven by Nike’s End of Season sale. The week of Black Friday also provided a visit boost of 51.2%. These visit increases highlight the impact of sales and special retail occasions on the brand, proving that consumers remain highly responsive to promotions.

Lululemon’s Expansion Success

Lululemon enjoyed steady visit growth in all quarters of 2024, with Q4 2024 experiencing visit growth of 2.4% YoY. These numbers come on the heels of the brands’ successful expansion and growth plan, which saw lululemon focus on product innovation and increase its retail footprint both in local and international markets. 

The brand also excelled during the holiday season, with the week of December 23rd marking lululemon’s highest-visited week of the year as traffic increased by 104% compared to the 2024 weekly average. This increase may be related to lululemon’s highly anticipated End of Year sale – one of the few occasions when the brand offers store-wide discounts – or by last-minute holiday shoppers. Lululemon tends to limit its sales events, creating a sense of urgency around them. By maintaining a “blink-and-you’ll-miss-it” approach to discounts, lululemon can create major visit spikes when sales take place, driving significant shopper engagement – and foot traffic.

Back-to-School Boosts DICK’S Visits

DICK’S Sporting Goods emerged as a major retail winner during the pandemic and its aftermath, delivering strong foot traffic for several consecutive years. And while YoY visits began to slow in late 2023 and throughout 2024, the declines were relatively minor.

Some of the visit declines may be attributed to store closures over the past year, including high-profile locations such as the South Loop store in Chicago. Still, DICK’S remains a dominant player in the sporting goods sector, continuing to draw strong consumer interest.

Like Nike and lululemon, the holiday season provided DICK’S with a significant visit boost – visits surging 96.0% and 61.5% during the weeks of December 16th and 23rd, respectively, compared to the 2024 weekly visit average. But DICK’S also got a major visit boost during the back-to-school season, reinforcing its year-round relevance. 

Promising Signs Ahead

Nike, Lululemon, and DICK’S are well-positioned as 2025 begins, with new marketing strategies keeping both the brands and their audiences engaged. Will these visitation trends continue throughout 2025?
Visit Placer.ai to keep up with the latest data-driven retail insights.

Reports
INSIDER
Meeting 2024’s Consumer
Dive into the location intelligence data to find out how the retail landscape has shifted over the past five years and understand what characterizes consumers in 2024.
March 14, 2024
11 minutes

Understanding Today’s Shopper

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? 

Slow And Steady Wins: The Changes That Are Here To Stay 

Behavioral Shifts Or New Trends?

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.

Superstore Segment Shifts

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.

The Evolution of Food Away From Home 

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.

C-Stores Gaining in the Battle of the Stomach

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. 

Food Preferences of C-Stores Visitors 

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.

Shifts In Restaurant Visitor Behavior

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.

2024’s Retail Kick-Off and Today’s Consumer 

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? 

YoY Visits Already Up Across Categories 

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.

Quick-Service Restaurants: Weathering The Storm 

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.  

Presenting the Winner of the 2024 Stanley Cup… Target 

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.  

A Strong Start

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. 

INSIDER
Report
The Return to Office
Dive into the data to uncover the state of office recovery in major cities nationwide – and see how the in-office workforce has evolved since COVID.
March 7, 2024
9 minutes

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.

A Shifting Landscape

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?

Rumors Greatly Exaggerated?

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. 

New York and Miami Approach 80.0% Recovery

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.

Financial Sector Helps Drive RTO

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. 

Edging Towards Normalcy

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.

Rebounding Income Levels – With Regional Variation

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.

Younger Employees Lean In to In-Person Work

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.

Affluent Gen Xers Lead by Example

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.

Negotiations Still Underway

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.

INSIDER
Q4 2023 Quarterly Index
Find out how the Fitness, Beauty & Self Care, Discount & Dollar Stores, Superstores, Grocery Stores, and Dining categories fared during last year’s all-important holiday shopping season.
February 15, 2024
6 minutes

Overview of Categories: Q4 2023 and Yearly Review

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: Not Just for New Year’s Resolutions Anymore

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). 

Budget and Premium Fitness on the Rise

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: Wellness-Driven Success

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. 

Ulta Beauty Stays Ahead of the Pack

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. 

Discount & Dollar Stores: Entering the Mainstream

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.

Five Below Above the Rest

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. 

Superstores: Capturing the Crowds

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. 

Members Only, Please

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. 

Grocery Stores: Holding Onto Gains

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. 

Value Grocers Lead the Way

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.

Dining: Staying the Course

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).  

Success Across Dining Sub-Categories

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. 

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