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The Post-Pandemic Retail Evolution: A look back on the last five years
Half a decade has passed since the onset of the COVID-19 pandemic, transforming the retail industry overnight. We took a look back at how some things have changed - and what's stayed the same.
Elizabeth Lafontaine
Apr 15, 2025
10 minutes

It’s hard to imagine, but we’ve eclipsed the five year anniversary of the onset of the pandemic lockdowns across the U.S., when the retail industry was transformed overnight. By April 2020, thousands of stores had closed and uncertainty loomed. At the time, it felt like the potential end of physical retail that the industry had been ruminating over for years. 

The Resilience of Physical Retail 

Five years later, the industry looks mostly like it did at the beginning of 2020. Online shopping did not kill physical retail, and although e-commerce adoption has substantially increased since pre-pandemic – fueled by the spike in new online shoppers in 2020 – the vast majority of retail transactions (over 80%) still occur in brick-and-mortar locations.

At the same time, while the retail industry looks similar to itself structurally, there have been numerous changes at the category level. Many large ticket purchases like consumer electronics and home furnishings that experienced a pull forward in demand during the pandemic waned over the past few years. Visits to apparel retailers and department stores looked, for a while, like they would never recover. And as people emerged from their homes or found their way to TikTok, beauty became the in-demand category that spread like wildfire. Grocery shopping went from a mundane chore to a form of consumer escapism in 2020; in many ways, that behavior has stuck for shoppers as they now frequent more grocery chains in their journey.

We’ve also observed some fundamental changes across U.S. consumers; more workers still work from home than before the pandemic, although return to office numbers keep rising. And many city dwellers who migrated during the peak pandemic period still remain in more suburban and rural areas.

So what have the past five years taught us about U.S. shoppers? First, we’ve learned that consumers are much more resilient than we give them credit for as they demonstrated a remarkable ability to both adapt to unprecedented circumstances and return to their former shopping habits once the situation normalized. Second, consumers are very cyclical in their behaviors and interests – five years after the pandemic’s start, many of the categories that suffered are coming back into their own. And, as consumers face different types of economic uncertainty, we should be optimistic that they can weather different types of storms. But perhaps the key lesson from the past five years has been that brick-and-mortar stores serve a distinct purpose to both retailers and shoppers – and that physical commerce is definitively here to stay.

Visits to Brick & Mortar Surpass Pre-Pandemic Levels While Dwell Time Decreases

Looking at the Placer 100 Retail and Dining Index reveals that visits to retail and dining locations not only rebounded from the pandemic, but have surpassed pre-pandemic levels. There are a few underlying causes that could have contributed to these changes: store and unit openings, a higher frequency in visits to certain categories, and increased consumer demand.

At the same time, dwell times across the macro retail industry have shifted since the pandemic as consumers are generally spending less time in stores than they did in 2019. There could be a few reasons contributing to this decrease: a higher adoption of e-commerce as a research tool before visiting a store, a higher utilization of BOPIS and curbside offerings, or more frequent visits leading to shorter individual trips but longer overall time in store. Last year (2024) also saw a higher share of weekday visits compared to the pre-pandemic period, where more consumers shopped on the weekend.

From a consumer perspective, as we wrote about recently, higher income households are more important to the retail industry than prior to the pandemic – even though they account for fewer visits overall. Meanwhile, lower income households are visiting retailers more frequently, especially in essential categories, as they look to combat inflationary pressures that exploded since the pandemic. 

Essential Retailers Cemented Their Importance

What did the pandemic reveal about essential retail categories? For many consumers, these segments got them through the peak pandemic time period as discretionary retail locations remained closed. Grocery stores, pharmacies, and superstores provided a sense of normalcy for shoppers as visiting a store became much more than a weekly errand. Today’s shoppers mirror many of those behaviors; they visit these types of retailers more frequently and don’t balk at making an extra trip for that “must-have” item from a specific chain. 

Value Retailers Came Out On Top 

Looking at the relative share of visits by category shows that dollar and discount stores gained the most visit share compared to the pre-pandemic trends. These chains have invested heavily in fresh food items and assortment expansion to become more of a destination for shoppers, especially those who are more price sensitive. So while visitation growth to dollar store chains did stagnate in 2024, even as retailers continued to expand store fleets, the leading players in this category have already entrenched themselves deeper into consumers' shopping journey compared to the pre-pandemic period.

Similarly, value based grocers and warehouse clubs have become more frequent stops in consumer daily routines, even if their share of visitation hasn’t risen dramatically. These chains have benefitted from changes in consumer behavior over the past five years: Warehouse clubs were well positioned for consumers who migrated from urban to suburban environments, and value grocery stores such as Aldi and Trader Joe’s became a safe haven for consumers trying to combat inflationary pressures as the country emerged from the pandemic.

Drugstores – a COVID-era Winner – Face Challenges

The one sector that hasn’t fared as well? The drugstore channel. The increase in visitation during the vaccine roll out period didn’t result in long term sustained traffic, and drugstores with their expansive store fleet have struggled to find their true value proposition as competition from wellness chains (such as GNC & Vitamin Shoppe), beauty retailers, and superstores grew. Drug-based retailers are still working to right size business today, as further constrained shoppers look elsewhere. 

Adapting to Evolving Consumer Needs in Essential Retail

Essential retail players have had to contend with ever-evolving consumer needs in the post-pandemic period and continue to play a key role in the return for normalcy. Some sectors have fared better than others, but those that have emerged as winners looked to stay in lock step with their consumers on their journey. Retailers realized that they didn’t have to be the best at everything – experience, convenience, value, and assortment – but they needed to lean into their speciality to be successful.

Post-Pandemic Hurdles for Discretionary Retail

On the other end of the retail spectrum, discretionary categories have faced headwinds as consumers exited the peak pandemic period. The peak pandemic years (2020 and 2021) were banner years for retail segments that cater to shoppers’ “wants”. But as the need to self-soothe with goods waned and inflationary pressures rose, consumers walked away from many of the retailers who had benefited from their behavioral changes. (The declines in foot traffic in these categories likely also reflected some of the shift to online channels, as most of these retailers were forced to shut their doors during the early days of COVID.) 

It’s been a long road to recovery for discretionary businesses, but we began to see some renewed signs of life over the past year. These retailers must remain vigilant in their quest for relevance with shoppers; high levels of uncertainty, debts, and increasing focus on value all still present headwinds for the retail industry – particularly those who focus on satisfying desires instead of needs.

Beauty Visits Normalize Following Post-Pandemic Surge 

In reviewing the visitation growth since 2022, discretionary retail could be broken into two performance categories: beauty and everything else. As we’ve written previously, the beauty industry was able to ride the wave of post-lockdown consumer behaviors, including the need to replace outdated products that hadn’t been worn while spending more time at home. At the same time, consumers also became more enamored with mass beauty brands, or those sold at drugstores or mass merchants at lower price points. The success of these brands and retailers that harnessed the power of consumer choice, like Ulta Beauty, intersected with a strong consumer desire for value. And although 2024 was a year of reckoning for the beauty industry as the consumer shifts towards other priorities, the category’s strong success during the early post-pandemic period cannot be overstated.

Post-Pandemic Adjustment for Home Goods and Apparel

The performance of other discretionary segments has been more mixed. Categories that saw meteoric growth during the pandemic lockdowns – such as home furnishings, home improvement and consumer electronics – failed to sustain momentum. Apparel trends, like the rise of athleisure, had helped drive continued demand to retail chains and department stores even without the need for traditional clothing, and as life got back to normal and these trends faded, retailers saw year-over-year declines in visitation.

But the 2024 data began the slow rebound of some of these categories, particularly in home and apparel. Home furnishings, home improvement, and consumer electronics may continue to see a rebound in 2025 as we enter a new replacement cycle and those who purchased these categories during the pandemic look to refresh their homes and upgrade their technology. Apparel’s rebound can be attributed to a resurgence of national brands as increased use of semaglutide medications and an interest in healthy living drive shoppers to revamp their wardrobes.

The one area of discretionary retail that outperformed its competitors and continues to shine? The off-price channel has had an extraordinary few years of visitation growth since the onset of the pandemic. Off-price retailers have enticed consumers with the perfect blend of value orientation, in-store experience, and immediacy that drive repeat visitation and keep shoppers engaged. The success of off-price retail also underscores the continued importance of physical retailers, despite the initial changes in behavior during the pandemic. This sector of discretionary retail is probably best positioned to handle the potential economic uncertainty of 2025 and beyond.

Overall, the discretionary side of the retail industry has begun to recover from its challenging few years of visitation, but 2025 does pose uncertainty that could impact consumers’ disposable income levels. Retailers that cater to consumers’ “wants” must work even harder to stay on their customers’ radar and entice shoppers to come into physical retail locations instead of shopping online or via social media platforms. As mentioned earlier, high income shoppers are going to become even more valuable to this sector of retail as it tries to maintain momentum. 

Consumer Resilience and Future Retail Opportunities 

The retail industry has undergone a tremendous transformation over the past five years. But while so much has evolved, there is still a lot of opportunity for the industry to be more agile in its ability to satisfy consumer demands. Despite the early days of store closures during the pandemic, physical retail not only bounced back, but has flourished. Retailers continue to focus on upgrading store fleets and opening new stores. Stores have moved away from being experiential to trying to just provide a good shopper experience. Retail’s reality is that consumers still face many challenges ahead, especially economic uncertainty. But, the pandemic highlighted the resilience of both retailers and shoppers to support one another, which will hopefully continue into the future of retail.

Article
Orlando Theme Park Wars Heat Up 
Universal’s Epic Universe opens May 22. We analyzed foot traffic and demographics at Universal and Disney parks in Orlando to see how this major addition could impact visitor trends to these tourist destinations.
Elizabeth Lafontaine
Apr 14, 2025
2 minutes

The battle for theme park dominance in Orlando is heating up this spring and summer. The highly anticipated opening of Universal Orlando Resort’s Epic Universe on May 22nd brings a third theme park gate to the resort, inching closer to the count of Walt Disney World. Universal has been slowly chipping away at Disney’s stronghold over the Orlando market with new resort hotels, water parks and now the addition of a third gate, while Disney has concentrated efforts around upgrades to existing parks and expansion of programs like the Disney Vacation Club. 

The opening of Epic Universe reveals some of the tension brewing beneath the surface when it comes to changing consumer demands. Visiting the resorts in Orlando, a rite of passage for many families, has gotten much more expensive in recent years, and theme park ticket prices are similar at both destinations, although Walt Disney World does have a higher overall Median Household Income in its captured market. According to Placer.ai’s cross-visitation analysis, 40% of visitors to Universal Orlando Resort also visit Walt Disney World, signaling that Epic Universe needs to wow in order to keep visitors on property instead of resort hopping.

Placer.ai’s foot traffic estimates show that the two resorts attract slightly different demographic profiles. Walt Disney World attracts a higher distribution of Ultra Wealthy Families and Wealthy Suburban Families, while Universal Orlando Resort captures more visits from middle-income cohorts like Blue Collar Suburbs, City Hopefuls and Near-Urban Diverse Families. There’s even a difference in the young people who visit each resort: Walt Disney World captures more Young Professionals – the potential “Disney Adults” – whereas Universal sees a higher share of visits from Young Urban Singles.

With the year-over-year price increases, even a wealthier base of visitors may not help to sustain visitation with a new theme park opening and uncertain economic headwinds. Both Orlando destinations are up against a changing consumer base and theme park loyalists who expect the highest standard of excellence and innovation. 

For more data-driven consumer insights, visit placer.ai/anchor

 

Article
Retail & Dining Q1 2025 Recap: Budget-Friendly Segments Shine 
With Q1 2025 behind us, we analyzed the performance of key retail and dining categories to understand how consumer sentiment is shaping visit trends across different segments.
Shira Petrack
Apr 14, 2025
4 minutes

Minor Retail & Dining Visit Declines

Visits to brick-and-mortar retail and dining chains fell slightly in Q1 2025 compared to Q1 2024. The year-over-year (YoY) visit gaps widened to 0.5% for retail while dining visits dropped 1.4% below Q1 2024 levels. And while some of the dip may be due to Q1 2025 having one day less than 2024’s longer February, the decline could also signal a softening of consumer sentiment. 

At the same time, the decrease in visits was extremely minor. In the retail space especially, YoY visits were technically negative, but at -0.5% this year’s Q1 visitation trends remained essentially on par with last year’s traffic numbers. The muted dip in visits during this period of economic uncertainty is likely due to the resilience of the U.S. consumer and to the range of budget-friendly retail and dining segments that provide options to even the most price conscious consumers.

Lower-Priced Dining Offerings Stand Out

Although overall dining visits declined in Q1, some budget-friendly options did experience visit growth. Visits to coffee chains were up 1.7% in Q1 2025, and fast casual and QSR concepts – that operate at a somewhat higher price point – saw a minor traffic drop of 1.4% YoY. Meanwhile, traffic to full-service restaurants declined 3.0% YoY.

These visitation patterns suggest that consumers are still willing to spend on budget-friendly treats, such as a specialty coffee or pastry, and – to a lesser extent – slightly pricier fast-food or fast-casual entrees. But many may be cutting back on meals at sit-down restaurants and redirecting their spending towards more affordable indulgences.

Grocery Leads Essential Retail 

Although overall retail visits remained relatively close to Q1 2024 levels, traffic declined to several essential retail categories – including superstores, gas stations & convenience stores, and drugstores & pharmacies. Retailers in these categories also carry many non-essential items, so the dip in visitation may be due to reduced discretionary spending within those categories. 

Meanwhile, visits to the grocery category increased 0.9% relative to last year following three straight quarters of YoY visit growth, and traffic to discount & dollar stores stabilized following several years of rapid growth. This suggests that the competitive pressure from discount & dollar stores on traditional grocery formats may be abating and highlights grocery's ability to withstand challenges in the evolving retail landscape.

Off-Price Remains On Top 

Consumers’ budgetary concerns are also evident in the recent performance of the various apparel segments. Off-price continued leading the apparel pack with Q1 2025 visits up 3.2% YoY, while every other apparel segment analyzed experienced a dip in traffic. Sportswear & athleisure in particular – which saw visits surge over the pandemic – saw visits decline for the fourth quarter in a row.

More Auto Repairs, Fewer New Cars

The auto retail space also revealed consumers' relatively thrifty preferences over this past quarter. While visits to auto parts shops & service chains increased 2.5% YoY in Q1 2025, visits to car dealerships fell 4.1% – suggesting that consumers are bringing in their cars for repairs rather than trading them in for newer vehicles.

Catering to Value 

Q1 2025’s retail and dining visitation patterns suggest that today’s consumer continues to be highly price conscious, with the budget-friendly segment coming out ahead in almost every category analyzed. Retailers and dining concepts who can cater to consumer’s value orientation will likely come out ahead in this increasingly competitive market. 

For more data-driven retail and dining insights, visit placer.ai/anchor

Article
Albertsons Analysis: Stable Start to 2025
Albertsons Companies, Inc. commands a significant share of the U.S. grocery market through a wide range of grocery banners. We dove into recent customer traffic and engagement metrics to discover what’s changed for the company – and what’s stayed the same – over the past few years.
Bracha Arnold
Apr 11, 2025
4 minutes

Visits Slow Relative to 2023, But Still on Upward Trajectory

Traffic to Albertsons banners has increased steadily over the past couple of years, with visits still significantly higher (10.5%) than in pre-pandemic 2019. So while visits did dip slightly relative to 2023 (-1.1%) – likely due to stabilization following the robust growth of recent years – the minimal decline highlights Albertsons’ capacity to maintain strong foot traffic despite a challenging economic environment.

Albertsons Closes Visit Gap in 2025 

Zooming into quarterly-level data also highlights Albertsons’ strength. After narrowing its year-over-year (YoY) visit gap from -2.5% in Q2 2024 to -0.9% in Q3 and Q4 2024, Q1 2025 visits are now level with Q1 2024 traffic – suggesting that Albertsons’ visits have indeed stabilized, with the company holding on the gains of the past couple of years.

Stable Visit Share Over The Years

The company’s resilience in the face of the growing competition from discount & dollar stores is likely contributing to Albertsons’ strength.

Inflation and high prices have had a major impact on grocery shopping behavior in recent years, with discount stores emerging as significant players in the grocery market. Indeed, between 2019 and 2024, the share of visits to the discount & dollar category out of total grocery and discount & dollar store visits increased from 23.4% to 25.5% – likely due to some shoppers favoring more affordable grocery channels over traditional supermarkets. Meanwhile, grocery’s relative visit share decreased, with traffic to the grocery category (excluding Albertsons banners) falling from 67.8% in 2019 to 66.0% in 2024. But Albertsons’ relative visit share remained largely stable during this period – suggesting that, even as budget-conscious consumers gravitate towards discount stores, Albertsons has managed to retain its customer base.

Shorter, Mission-Driven Visits

Albertsons, like other grocery stores, has seen an increase in short visits in recent years, leading to shorter average dwell time. Between 2019 and 2024, the average length of stay across Albertsons brands dropped from 22.7 minutes to 21.6 minutes.

The drop in visit duration may be partially attributed to the growing segment of consumers who prefer the convenience of picking up their groceries via lockers or curbside, or who are supplementing their online orders with quick trips in-store. And as Albertsons has invested in curbside pickup, delivery, and online shopping options across a number of its banners, the company is well positioned to meet the demand for flexibility and efficiency in the grocery space.

Albertsons Brands Stay the Course

Diving into some of Albertsons’ biggest brands reveals that visits to most banners stayed relatively close to 2023 levels, with YoY traffic trends ranging from -2.7% to +2.9%. While banners like Albertsons, Safeway, and VONS saw slightly fewer visits in 2024 compared to 2023, Jewel-Osco and Shaw's Supermarket enjoyed YoY visit growth. 

Albertsons Keeps It Consistent

Albertsons is making the best of a challenging economic environment, keeping visits close to previous levels and maintaining its share of the grocery visit pie.

Will the grocery banner see visit growth into 2025? Visit Placer.ai for more up-to-date grocery retail insights.

Article
What Visitation Data Reveals About Consumer Behavior Ahead of Tariff Implementation
Tariffs have the potential to impact everything from product pricing to in-store foot traffic. We took a look at how retail visits and consumer behavior shifted as tariffs were announced.
R.J. Hottovy
Apr 11, 2025
4 minutes

Consumer Behavior Amidst Tariff Uncertainty

While the U.S. government has currently partially paused its consideration of reciprocal tariffs on global imports, retailers are still bracing for the possibility of future enactment and potential ripple effects across the industry of the tariffs still in place. From rising supply chain costs to shifts in consumer behavior, tariffs have the potential to impact everything from product pricing to in-store foot traffic. And in an environment where consumers remain highly price-sensitive and economic uncertainty persists, understanding how tariffs could influence retail visitation is critical. While we won’t know the full impact until the tariffs are implemented and impacted retailers adjust, Placer.ai visitation data can help evaluate how the proposed tariffs may be shaping consumer patterns and what that might mean for retailers moving forward.

When new regulations like tariffs are introduced, they often create both short-term and long-term effects. In the short term, consumers remain highly price-sensitive following prolonged inflation in key areas such as food, rent, and healthcare. As a result, our visitation data suggests that some consumers acted early to avoid potential price increases tied to tariff implementation. While visit trends for the week of March 24–30, 2025 were also influenced by the timing of Easter in 2024 (which fell on March 31), Placer.ai data indicates a possible pull forward in demand during the weeks leading up to the expected implementation of the latest tariffs—particularly at “stock-up” retailers like warehouse clubs. In fact, warehouse clubs recorded their strongest year-over-year visitation week of 2025 on the week of March 24-30th, while superstores and grocery stores saw declines, likely due to comparisons to strong performance during the same Easter week in the previous year.

Pre-Tariff Traffic to Discretionary Categories 

Looking at more discretionary retail categories, we also see evidence that consumers were trying to get ahead of tariff implementation. Our data indicates that retailers selling products sourced from countries potentially facing higher tariffs experienced stronger year-over-year visitation trends. The timing of Easter 2024 likely contributed to this boost as well—many of these retailers were closed or operating with reduced hours during that week last year. Categories such as home improvement, electronics, luxury department stores, apparel and accessories, and clothing all saw notable year-over-year visitation increases for the week of March 24–30, 2025, as shown below.

Tariff Resilience and Vulnerabilities  

While many uncertainties remain around tariff implementation, consumers are likely to increasingly gravitate toward retailers that offer bulk purchasing, strong private label alternatives, and everyday low prices—areas where warehouse clubs and discount grocers with robust private label assortments excel. Similarly, national restaurant chains with streamlined operations, diversified global supply chains, and the ability to scale value-driven promotions will hold a competitive edge. Off-price retailers and thrift stores offering secondhand and resale items may also benefit, appealing to deal-seeking consumers. These types of retailers are often better positioned to absorb rising costs and maintain affordability, making them attractive options in an increasingly inflation-sensitive environment.

Consumer electronics, apparel, luxury goods, and beverage alcohol retailers may be disproportionately affected by potential tariffs due to their heavy reliance on imported products and limited pricing flexibility. Many electronics, luxury, and apparel items are sourced from countries subject to implemented or potential tariffs, which could significantly increase costs in categories already operating with tight margins. For beverage alcohol retailers, tariffs on imported wine, spirits, and specialty ingredients could lead to supply chain disruptions and higher prices, particularly for premium or niche products. In these segments, passing additional costs on to consumers may be challenging in an environment where shoppers remain highly price-sensitive, potentially resulting in decreased demand, inventory issues, and increased reliance on promotional strategies.

Leveraging Data to Navigate Tariff Impacts

As the U.S. moves closer to implementing new tariffs, retailers across categories must prepare for both immediate and long-term impacts. From early signs of stock-up behavior at warehouse clubs to shifting visitation patterns in discretionary categories like apparel and electronics, consumer response is already taking shape. While value-focused retailers and those with operational agility may be better positioned to weather the storm, others – particularly those reliant on imported goods – could face heightened challenges. In this evolving landscape, visitation data can help to assess consumer behavior in real time, helping retailers adapt strategies and remain competitive as the full effects of tariff policies unfold.

For more data-driven consumer insights, visit placer.ai/anchor 

Article
Block-Buster Alert: A Minecraft Movie Placer Byte
Lila Margalit
Apr 11, 2025
1 minute

A Minecraft Movie shattered box office predictions with a $162.75 million opening, as eager fans – some tossing popcorn or yelling “chicken jockey” – flocked to theaters nationwide. 

On the weekend of A Minecraft Movie’s release (Friday, April 4th to Sunday, April 6th), leading cinema chains AMC Theatres, Regal Cinemas, and Cinemark enjoyed a 92.6% visit boost compared to an average weekend during the past 12 months. Only Moana 2 and Deadpool & Wolverine drew bigger crowds. 

And examining daily cinema visit fluctuations this year shows that visits to cinemas peaked on Saturday, April 5th, when foot traffic surged 336.7% above the year-to-date daily average. 

Already dubbed “the gamer version” of 1960’s cult film The Rocky Horror Picture Show, A Minecraft Movie has become Warner Bros.’ third-biggest opening of all time. But how long will the film keep drawing crowds? 

Follow Placer.ai to find out.

Reports
INSIDER
The Comeback of the Mall in 2024
This report explores the state of malls in 2024 by analyzing trends driving mall traffic and seeing where consumer behavior is changing – and where it’s staying the same.
March 28, 2024
8 minutes

This report includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Mall Visits Heating Up As Inflation Cools 

The first American mall opened in 1956 and reinvented retail – within a decade there were over 4,500 malls across the country. But a rise in e-commerce coupled with the oversaturation of mall options across the country paved the way for mall visits to slow, and many predicted that malls would go the way of the dinosaur. 

But although malls were hit hard over the past few years as lockdowns and rising costs contributed to a significant drop in foot traffic, shopping centers have proven resilient. Leading players in the space have consistently reinvented themselves and explored alternate ways to draw in crowds – and as inflation cools, malls are bouncing back as well. 

This white paper analyzes the Placer.ai Shopping Center Industry – a collection of over 3000 shopping centers across the United States – as well as the Placer.ai’s Mall Indexes, which focus on top-tier Indoor Malls, Open-Air Shopping Centers, Outlet Malls. The report examines how visits are shifting and where behaviors are changing – and where they’re staying the same – and takes a closer look at the strategies malls are using to attract shoppers in 2024. 

The Mall Lives On 

Malls experienced a rocky few years as pandemic-related restrictions and economic headwinds kept many shoppers at home, and visits to all mall types in 2021 were between 10.7% to 15.3% lower than in 2019. But foot traffic trends improved significantly in 2022 – likely due to the fading out of COVID restrictions.

By 2023, visits to the wider Shopping Center Industry were just 2.3% lower than they had been in 2019, and the visit gaps for Indoor Malls and Open-Air Shopping Centers had narrowed to 5.8% and 1.0% lower, respectively. Outlet Malls also saw visits ticking up once again, with the visit gap compared to 2019 narrowing to 8.5% in 2023 after having dropped to 11.3% in 2022. This more sustained foot traffic dip may stem from consumers’ desire to save on gas costs or the impacts of inclement weather. However, the narrowing visit gaps suggest that shoppers are increasingly returning to the segment, and foot traffic may yet pick up again in 2024. 

Some Things Change, Some Stay The Same

COVID-19 impacted more than just visit numbers – it also changed in-store consumer behavior. And now, with the Coronavirus a distant memory for many, some of these pandemic-acquired habits are fading away, while other shifts appear to be holding steady.

Weekday Shopping Patterns Hold Steady 

One visit metric that appears to have reverted to pre-COVID norms is the share of weekday vs. weekend visits. Weekday visits had increased in 2021 – at the height of COVID – as consumers found themselves with more free time midweek, but the balance of weekday vs. weekend visits has now returned to 2019 levels. 

In 2023, the Shopping Center Industry, which includes a number of grocery-anchored centers along with open-air shopping centers and their relatively large variety of dining options, saw the largest share of weekday visits, followed by Indoor Malls. Outlet Malls received the lowest share of weekday visits – around 55% – likely due to the longer distances usually required to drive to these malls, making them ideal destinations for weekend day trips.  

Changes in Hourly Visit Distribution 

While the day of the week that people frequent malls hasn't changed significantly since 2019, there is one notable difference in mall foot traffic pre- and post-pandemic. Almost all mall categories are seeing fewer during the late morning-midday and late evening dayparts, while the amount of people heading to a mall in the afternoon and early evening has increased.

In 2019, Indoor Malls saw 20.1% of visits occurring between 10:00am and 1:00pm, but that share decreased to 18.6% in 2023. Meanwhile, the share of visits between 4:00-7:00 pm rose from 29.1% in 2019 to 32.4% in 2023. Similar patterns repeated across all shopping center categories, with the 1:00-4:00pm daypart seeing a slight increase, the 4:00-7:00 pm daypart receiving the largest boost and the 7:00-10:00 pm daypart seeing the largest drop.  So although changes in work habits have not altered the weekly visit distribution, it seems like hybrid workers are taking advantage of their new, and likely more flexible schedules to frequent malls in the afternoon instead of reserving their mall trips for after work. The significant numbers of Americans moving to the suburbs in recent years may also be contributing to the decline of late night visits, with these suburban newcomers perhaps less likely to spend time outside the house during the evening hours.  

Non-Traditional Pulls Bringing Back Visits

Although malls have enjoyed consistent growth in foot traffic over the past two years, visits still remain below 2019 levels. How can shopping centers attract more shoppers and recover their pre-COVID foot traffic? 

Experience Is Key

Some malls are attracting visitors by looking beyond traditional retail with offerings such as gyms, amusement parks, and even entertainment complexes. And with more traditional mall anchors shutting their doors than ever, even smaller shopping centers are adding lifestyle experiences options in newly vacant spaces – and incorporating unique elements into traditional retail spaces. 

In September 2023, the Chandler Fashion Center in Arizona opened a giant SCHEELS store in its mall. The 250,000-square-foot sporting goods store boasts more than just sneakers – visitors can ride on a 45-foot Ferris Wheel or marvel at a 16,000-gallon saltwater aquarium. And monthly visitation data to the mall reveals the power of this new retail destination, with foot traffic to the mall experiencing a major jump from October 2023 onward. The excitement of the new SCHEELS seems to be sustaining itself, with February 2024 visits 23.3% higher than the same period of 2023.

New Restaurants Help Boost Mall Traffic

Restaurants, too, can help bring people into malls. The Southgate Mall in Missoula, Montana, experienced a jump in monthly visits following the opening of a Texas Roadhouse steakhouse in November 2023. Customers seem to be receptive to this new addition – the mall saw a sustained increase in foot traffic from November 2023 onward, with year-over-year (YoY) visit growth of 17.0% in February 2024. 

The addition of Texas Roadhouse provides Missoula residents with a family-friendly dining experience while tapping into the evergreen popularity of steakhouses.

Eatertainment Is Here To Stay

Malls that don’t want to choose between adding a dining option and incorporating a novel entertainment venue can blend the two and go the “eatertainment” route. One shopping center – North Carolina’s Cross Creek Mall – is proving just how effective these concepts can be for a mall looking to grow its foot traffic. 

Eatertainment destination Main Event opened at the mall in August 2023, bringing laser tag, video games, virtual reality, and 18 bowling lanes with it. Main Event’s opening also provided a boost in foot traffic to the mall – monthly visits to Cross Creek Mall surged following the opening. And this foot traffic boost sustained itself, particularly into the colder winter months – January and February 2024 saw YoY growth of 12.3% and 25.1%, respectively.

The Power of Pop-ups

Integrating entertainment options at malls is one strategy for driving visits, but there are plenty of other ways to bring people through the doors. Pop-ups have been a particularly popular option of late, especially as more online brands venture into the world of physical retail. And malls, which typically tend to leave a small portion of their storefronts vacant, can be the perfect place to host a retailer for a limited time.

One brand – Shein – has been a leader in the pop-up space, bringing its affordable fashion to malls in Las Vegas, Seattle, and Indianapolis. These short-term residencies – typically no longer than three to four days – allow shoppers to try the popular online retailer’s products before they buy.

Shein has enjoyed success with its mall residencies, evidenced by the foot traffic at the Woodfield Mall in Illinois, which hosted a three-day pop-up from December 15-17, 2023. The retail event was hugely popular, with visits reaching Super Saturday (the last weekend before Christmas) proportions – even though this year’s Super Saturday coincided with Christmas Eve Eve (December 23rd) and drove unusually high traffic spikes. 

Longer-Term Residencies

Shein pop-ups are typically very short – no more than three to four days. This format, known for creating a sense of urgency among shoppers, has proven powerful in driving store visits. But can longer-lasting pop-ups find success as well? 

Foot traffic data from pop-ups hosted by Swedish home furnisher IKEA suggests that yes – longer-term residencies can be successful. The chain is working on growing its presence across the country, particularly in malls. To that end, IKEA has been experimenting with mall pop-ups, beginning with a six-month residency at the Rosedale Center in Roseville, Minnesota.

IKEA opened its store on February 16, 2024, and visits to the mall increased significantly immediately after. The first week of the pop-up saw a 12.9% growth in visits compared to a January 1-7, 2024 baseline. And by the third week of the pop-up, there were still noticeably more people frequenting the mall than before the launch. 

Luxury: Those Who Can Spend, Will

The luxury retail segment has had a great few years, and malls are tapping into this popularity. Nearly 40% of new high-end store openings in 2023 were in mall settings, many in Sunbelt states like Texas, Florida, and Arizona, perhaps driven in part by demand from an influx of wealthy newcomers to those states.

A comparison of upscale shopping malls to standard shopping centers across Sunbelt States reveals just how popular high-end retail is in the region. Malls with a high percentage of luxury and designer stores like the Lenox Square Mall in Georgia or the NorthPark Center in Texas saw considerably more YoY visit growth than the average visit growth for shopping centers in their respective states. 

Lenox Square Mall saw foot traffic increase 31.2% YoY in 2023, while shopping centers in Georgia saw their visits grow by just 2.7% YoY in the same period. Similar trends repeated in Louisiana, Arizona, California, and Florida. And while some of this growth may be due to the resilience of these wealthier shoppers in the face of inflation, one thing is clear – luxury is here to stay.

The Future Of Malls Looks Bright

Malls are thriving, carving out spaces for themselves in a competitive retail environment. By prioritizing experiential retail, entertainment, pop-up shops, and luxury offerings, shopping centers across the country are remaining relevant in a rapidly changing retail world. And mall operators that recognize the power of innovation and evolve along with their customers can hope to meet with continued success.

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.

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