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Placer.ai Mall Index: April 2024 Recap – Retail Resilience Heading into Spring
Monthly YoY mall visits declined in April – but weekly data paints a very different picture. Dive into location analytics to discover whether shopping center visits are still on an upswing, and how malls were impacted by Easter shopping trends.
Maytal Cohen
May 16, 2024
3 minutes

About the Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country. 

April Foot Traffic Trends: A Mall Visit Slowdown 

In April 2024, YoY mall visits slowed following two months of positive visit growth. For Indoor Malls, the decline was marginal – and Open-Air Shopping Centers saw visits remain on par with last year’s levels. But Outlet Malls saw a significant drop of 6.5% in visits. 

Although at first glance this slowdown may suggest a resurgence of the retail challenges that plagued much of 2022 and 2023, a deeper dive into weekly visit trends paints a much rosier picture.

Monthly visits to malls - indoor, open-air, and outlet - compared to 2023

April Weekly Visits Show: Mall Foot Traffic Remains Strong

Indoor Malls and Open-Air Shopping Centers experienced robust YoY visit increases every week of April 2024 and into May, with the sole exception of the week of April 8th. This isolated drop appears to be due to a calendar discrepancy: In 2023, Easter fell on April 9th, while in 2024, the holiday fell on March 31st. So the week of April 8th, 2024 is being compared to the week immediately after the holiday (including Easter Monday) when malls likely experienced heightened activity due to gift returns and pent-up demand following holiday store closures. Though Easter Monday isn’t an official holiday in the U.S., many people likely take the day off – giving them more time to hit the stores.

Outlet Malls, which saw a steeper decline during the week of April 8th, appear to have been particularly impacted by the Easter calendar difference – shoppers may be especially likely to make the trek to an outlet mall on a holiday weekend, or on Easter Monday. But Outlet Malls also saw their positive momentum quickly recover. 

The continued rise in weekly YoY mall visits signals continued retail strength into the spring of 2024.

Weekly visits to malls - indoor, open-air, and outlet - compared to 2023

Post-Easter Monday Visits Peak

Holiday retail foot traffic is typically characterized by two main spikes: a pre-holiday visit spike evident in the days preceding the holiday, and a post-holiday uptick driven largely by gift returns and pent-up demand after stores reopen. The Monday after Easter follows this pattern – and comparing this year’s post-Easter visit spike to the one observed in 2023 provides further evidence of the category’s resilience.

On Monday, April 1st, 2024 – the day after Easter – Indoor Malls, Open-Air Shopping Centers, and Outlet Malls all drew significantly more visits than on an average Monday. And this year’s post-Easter visit spikes – ranging from 22.5% to 27.8% – were even more impressive than last year’s. Outlet Malls, which may be more likely to draw visitors on the day after Easter, saw the biggest post-Easter visit spikes.

All three mall types also saw more absolute visits this year on the day after Easter than they did in 2023 – with April 1st, 2024 foot traffic to Indoor Malls, Open-Air Shopping Centers, and Outlet Malls up 8.7%, 12.3%, and 6.7%, respectively, compared to April 10th, 2023. 

YoY changes in visits to malls - indoor, open-air, and outlet - on Monday after easter; visit increase to malls - indoor, open-air, and outdoor - on Monday after Easter compared to Jan - Apr. Monday visit average

Looking Ahead

Weekly YoY visit data and post-Easter foot traffic trends show that malls remain on an upward trajectory. As inflation continues to ease, malls may regain some leverage and can potentially attract crowds more readily than they did in 2023.

For more data-driven retail insights, visit our blog at placer.ai

Article
Off-Price Apparel Chains After Q1 2024: Demographics in the Balance
Off-price apparel chains continue to drive traffic in 2024. We dove into the latest location analytics for four of the largest brands – T.J. Maxx, Marshalls, Ross Dress for Less, and Burlington – to take a closer look at these retailers’ foot traffic growth and evolving visitor bases. 
Ezra Carmel
May 15, 2024
3 minutes

Off-price apparel chains continue to drive traffic in 2024. We dove into the latest location analytics for four of the largest brands – T.J. Maxx, Marshalls, Ross Dress for Less, and Burlington – to take a closer look at these retailers’ foot traffic growth and evolving visitor bases. 

Nothing Off With Off-Price: YoY Growth Continues

The off-price sector started off 2024 strong, with the four off-price leaders – T.J. Maxx, Marshalls (both owned by TJX Companies), Ross Dress for Less, and Burlington – consistently outperforming the wider non-off-price apparel segment. YoY visits to the four brands were also mostly positive for the period analyzed, in part thanks to the companiesongoing expansions.

Monthly visits to off-price apparel retailers & on-off-price retailers compared to previous year

Chains Take Their Pick of Singles and Family Visitors

Diving into the demographic composition of the four chains’ trade areas reveals that there are many formulas for success in the off-price space. And while some companies have found success by attracting families looking to stretch their budgets, others are growing their visits by drawing singles looking to stock up on the latest styles without breaking the bank. 

T.J. Maxx and Marshalls – where YoY Q1 2024 visits grew 8.9% and 7.9%, respectively – both have relatively large shares of one-person households in their trade areas. Members of these one-person households are typically younger – often belonging to the coveted Gen-Z demographic – and TJX C.E.O. Ernie Herrman has emphasized the company’s success among this audience segment as an important growth driver.

Meanwhile, the 1.1% YoY increase in overall visits for Ross Dress for Less in Q1 2024 seems driven by the chain’s popularity among families – 28.4% of the chain’s captured market consists of households with children. And Burlington achieved its Q1 7.6% YoY visit growth by appealing to both demographics. 

It seems, then, that each off-price leader has found a different formula for success by catering to a unique demographic mix.

Demographic characteristics of off-price apparel chains' captured market trade areas, Q1 2024

Sign Off(-Price)

Over the last several months, off-price apparel chains have outperformed traditional apparel retailers in YoY visits as they expand their real estate footprints. Taking on new territory, off-price retailers drive visits from a unique mix of households with children and singles.

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

Article
Walmart, Target, and Wholesale Clubs Continue to Thrive
As visits to Superstores continue to rise, we analyzed recent foot traffic data for Walmart, Target, Costco Wholesale, Sam’s Club, and BJ’s Wholesale Club and dove into Walmart’s Q1 2024 regional performance.
Shira Petrack
May 14, 2024
3 minutes

As visits to Superstores continue to rise, we analyzed recent foot traffic data for Walmart, Target, Costco Wholesale, Sam’s Club, and BJ’s Wholesale Club and dove into Walmart’s Q1 2024 regional performance.  

Wholesale Club Lead Visit Growth, but Classic Superstores Maintain Overall Visit Edge

Wholesale chains – which receive about 20% of all visits to Walmart, Target, Costco Wholesale, Sam’s Club (owned by Walmart), and BJ’s Wholesale Club – generally outperformed classic superstore banners Target and Walmart during the first four months of the year. Visits to all three wholesale clubs analyzed were up every month on a year-over-year (YoY) basis, with Costco maintaining its lead in the space. Some of the success of wholesale clubs may be due to the makeup of their visitor base – Costco, Sam’s Club, and BJ’s tend to serve a large share of consumers from family households, and these may be opting for more buying in bulk in an effort to stretch budgets. 

But visits to more classic superstores are also heating up – following a muted performance in January, when an arctic blast kept many at home, foot traffic to Target grew YoY in February, March, and April. 

Walmart also experienced visit growth for most of the period, despite the slight dip in April due to calendar shifts: Visits for the superstore giant dropped 8.5% in YoY for the week of April 1st - 8th 2024 compared to the traffic surges of Easter week 2023 (April 3rd - 9th 2023), impacting the overall monthly numbers, but visits returned to growth during the last two weeks of April (4.3% and 4.0% YoY, respectively, for the weeks of April 15th - 21st and 22nd -28th).

Monthly visits compared to previous year, visit share between Jan. '24 & April '24 to Walmart, Target, Costco, Sam's Club, and BJ's Wholesale

Diving into Walmart

And while Walmart’s growth may not be quite as impressive as that of smaller superstores, the company has retained its position as the largest retailer in the U.S. Nationwide, the Walmart banner receives over 60% of all visits to Target, Walmart, Costco, Sam’s Club, and BJ’s, and in most of the south, the superstore’s relative visit share exceeds 70%. In a handful of states – including the retailer’s home state of Arkansas along with Mississippi, Kentucky, West Virginia, and Wyoming – 4 out of every 5 visits to the five superstore chains analyzed go to Walmart.

Share of visits to Walmart out of total visits to Walmart, Target, Costco, Sam's Club, and BJ's Wholesale by state, Q1 2024

Walmart’s Potential to Grow Even Larger 

And even as Walmart optimizes its fleet, analyzing the retailer’s Q1 2024 YoY visit increases by region reveals pockets of major growth throughout the country. In addition to the 2-5% traffic increases across most of the South – where the retailer already dominates the superstore space – Walmart is also posting impressive visit increases in the Northeast, Midwest, and Northwest, with the strongest growth in Minnesota, Wyoming, and the Dakotas. 

As budget-strapped consumers continue looking for bargains, the legacy retail giant may still have room to grow even larger in 2024. 

Visits to Walmart by state, Q1 2024 compared to Q1 2023

Superstores Set to Maintain Their Momentum in 2024

Superstore and wholesale club visits are on the rise as U.S. shoppers continue to defy predictions of a consumer spending slowdown while still looking for ways to stretch their budgets. 

Will these trends continue as the year progresses? 

Visit placer.ai to find out. 

Article
Dollar Stores Still Gaining Momentum
We dove into the data for Dollar General, Dollar Tree, and Family Dollar to understand how these banners are performing and analyze the regional reach of each chain.
Shira Petrack
May 13, 2024
3 minutes

Discount & Dollar Stores have become an important part of the wider retail landscape over the past couple of years, and location intelligence indicates that the category is continuing to gain momentum in 2024. We dove into the data for Dollar General, Dollar Tree, and Family Dollar to understand how these banners are performing and analyze the regional reach of each chain.

Dollar Stores Still on the Rise 

Recent visitation data for the major Discount & Dollar Store banners indicates that the category is still on the rise: Monthly visits to both Dollar General and Dollar Tree grew year-over-year (YoY) between December 2023 and March 2024. Dollar Tree-owned Family Dollar – which recently announced the closure of 1000 stores over the next couple of years – also saw its YoY traffic grow in February and March.

Monthly visits to Dollar General, Dollar Tree, and Family Dollar compared to previous year

April Data Continues to Show Category’s Growth Potential 

With the exception of the week of April 1st 2024 – when the Easter calendar shift caused a regular week in 2024 to be compared to the week of Easter in 2023 – visitation trends remained positive in April, highlighting the ongoing strength of the Discount & Dollar Store category. Even Family Dollar – which has already begun to close stores – saw its numbers remain on par with last year’s visit levels, indicating the ongoing demand for value-priced goods in 2024.

Weekly visits to Dollar General, Dollar Tree, and Family Dollar compared to previous year

Regional Variations in Dollar Store Preferences 

Looking at the Q1 2024 state-by-state relative visit share of the three chains – Dollar General, Dollar Tree, or Family Dollar – reveals some clear regional differences in consumer preferences across states. 

Dollar Tree was more popular in the West, with the Dollar Tree brand leading in most western states and the company’s Family Dollar banner receiving the plurality of visits in Wyoming. Dollar Tree was also the most-visited chain in several states on the East Coast, including Maryland, New Jersey, Connecticut, and Massachusetts. 

Dollar General, meanwhile, received the majority or plurality of the visit share in the rest of the country. 

Share of most visited dollar stores, Q1 2024

Room for Multiple Strong Players in Discount & Dollar Store Space 

But although Dollar General does receive a majority of the combined Dollar General, Dollar Tree, and Family Dollar visit share nationwide, the Discount & Dollar Store category does not conform to a “winner-take-all” model. In many states, Dollar Tree’s visit share is just slightly lower than that of Dollar General. 

In New York, for example, where Dollar General received 44.6% of the combined visit share in Q1 2024, 38.1% of visits in the same period went to Dollar Tree. And in Florida, where 44.2% of the combined visits to the three banners went to Dollar General, 38.2% of visits went to Dollar Tree. It seems, then, that even in states where Dollar General takes the lead, there is plenty of Discount & Dollar Store demand to sustain multiple players in the space. 

Visit distribution by state between Dollar General, Dollar Tree, and Family Dollar - Q1 2024

Early 2024 data suggests that the Discount & Dollar Store sector is not slowing down any time soon. What will the rest of the year have in store for the space? 

Visit placer.ai to find out. 

Article
Equinox: What Price Would You Pay for Increased Longevity?
Caroline Wu
May 10, 2024

Equinox hit the news this week as they rolled out a new $40,000 per year longevity  membership called “Optimize by Equinox.” This program promises to provide a personalized health plan of action that includes personal training, nutrition, sleep coaching, and massage therapy. There will also be biomarker testing in partnership with Function Health and fitness testing. New York City and Highland Park, Texas are the pioneering locations for this program, with more to come. Placer took a look at the Highland Park location as well as one on Greenwich Ave in New York City. The Highland Park location has shown extraordinary year-over-year growth, with each month of the year showing increases compared to the prior year. The New York City location is a bit more mixed but had a strong showing year-over-year last fall and at the beginning of 2024.

A 2023 survey by A/B Consulting and Maveron VC suggested that almost half (46%) of people earning over $250,000 would spend the majority of their discretionary income on trying to improve health and longevity, compared to only 34% of people earning under $50,000. Bryan Johnson is a tech millionaire who is often in the press with his latest experiments at reversing aging. From routine MRIs to frequent sampling of bodily fluids, he is a rare example of what one might do to try to live forever if one had nearly unlimited means to do so. While not all of us have millions to spend on unlocking the secrets to the fountain of youth, there’s no doubt that wellness and longevity are top of mind for many people, be it endeavoring to walk 10,000 steps a day or aiming for a rainbow diet. Looking at Equinox in Highland Park in Dallas, TX we see that indeed, this wealthy enclave is an apt location to pioneer this longevity offering. In the true trade area capturing 70% of visits, more than 3 in 10 have a household income exceeding $200K.  

Equinox HHI on TEMPLATE

The Spatial.ai PersonaLive dataset further cements the fact that the top visitor segments are a group with higher-than-average discretionary incomes, such as Young Professionals, Educated Urbanites, Sunset Boomers, and Ultra Wealthy Families.

Equinox Personalive on TEMPLATE

Additional data from the AGS Behavior & Attitudes dataset indicates that among those living in trade areas comprising 70% of visits to the Highland Park Equinox, many are indeed health-oriented, over-indexing on behaviors such as exercising (index 122), being yoga enthusiasts (index 168), and utilizing mobile app fitness trackers (index 160). However, they tend to under-index on getting regular medical checkups (index 86) - which is exactly where Optimize could fit in with its frequent testing and personalized approach. In addition, this particular location might want to take advantage of the clamor for pedicures (index 137) and manicures (index 147) and consider increased retail media network exposure due to enthusiasm for health info from TV (index 159).

Article
Baby Retail: Kohl’s Betting Big on Babies
Elizabeth Lafontaine
May 10, 2024

Of all the specialty retail sectors, baby has been one of the most interesting to watch over the past few years for a few reasons. The industry is closely tied to a specific consumer life stage, and the CDC recently reported that the birth rate in the United States declined 2% in 2023, reaching the lowest rate recorded. If fewer consumers enter the family formation life stage, or have fewer children, the pool of potential visitors for retailers to draw from slowly dries up. The industry also faced massive disruption over the past year with the bankruptcy of Bed Bath & Beyond and the shuttering of its buybuy Baby chain last summer. The buybuy Baby closure marked the end of the large specialty baby chain sector in the retail industry, with the category facing the bifurcation of sales and traffic between big box retailers + Amazon and small independent specialty retailers.

Still, there have been some signs of life for baby-based retail despite the headwinds. Babylist, a popular online registry tool, launched its first brick-and-mortar outpost in Los Angeles last year. Buybuy Baby’s new owners reopened 11 locations in late 2023, concentrated in New England and the Mid-Atlantic. Then, in March, Kohl’s announced its partnership with WHP Global to bring Babies“R”Us to its stores. The Babies“R”Us shop-in-shop format receives a lot of positive momentum from both the Sephora at Kohl's partnership as well as the Toys“R”Us & Macy’s partnership; both predecessor collaborations have been rolled out to a majority, if not all, doors.

This week, we learned of the 200 initial locations receiving the Babies“R”Us (BRU) concept this summer, which will receive a wide assortment of hardgoods and softgoods, and be positioned next to the children’s apparel department. This new partnership is no doubt a continuation of Kohl’s strategy to attract and retain younger visitors, and the Babies“R”Us model can hopefully help the retailer hold onto Sephora shoppers as they enter the family formation period. Another likely goal is to steal some market share away from the mass merchants dominating in baby and lure some former buybuy Baby shoppers.

According to Placer.ai data, The Babies“R”Us + Kohl’s locations performed similarly to the total Kohl’s chain in 2024, with both chains showing visits down 23% year-over-year. The Babies“R”Us + Kohl’s locations do have a slightly higher visitor median household income of $84k compared to the total chain at $81K, which supports the notion that the Sephora & Babies“R”Us partnerships are meant to bring premium offerings to the typical store.

The partnership launch, as mentioned above, is a clear offensive move to capture some of the former buybuy Baby business in the areas where the locations did not reopen. Using Placer’s location analytics, we compared a national subset of 16 former buybuy Baby locations to the newly announced Babies”R”Us + Kohl’s locations. Looking at the visit demographics between the Kohl’s locations in the first four months of 2024 and the former buybuy Baby locations in 2023, it’s clear that Kohl’s attracts a suburban family and more mature consumer base, as where buybuy Baby locations were a stronghold with young urban singles and young professionals. Kohl’s may have an opportunity to attract new or existing grandparents to the partner stores, but will need to use the Sephora angle to attract younger consumers who may also be looking to start a family in the next few years.

Kohl’s is also betting big on the East Coast, with a number of partnership stores located in New York, New Jersey, Pennsylvania and Massachusetts. A few of these locations are in direct competition with the newly reopened buybuy Baby locations and will create some fascinating local competition. In the Boston metro area, there are both a Kohl’s and buybuy Baby location within 9 miles of each other but have local differences that may benefit Kohl’s entry into the market. Kohl’s has a median household income of about $30k more than visits to buybuy Baby and also captures more loyalty, with more loyal visits than buybuy Baby throughout the first four months of 2024.

This particular Kohl’s location has a smaller disparity to buybuy Baby in attracting young professionals, but it also attracts wealthier and more mature visitors that once again may translate into attracting parents and grandparents. 22% of buybuy Baby’s trade area overlaps with Kohl’s and the two share 11 square miles of overlapping trade area, so it will be interesting to see how Kohl’s can pull visits away from the competition.

As 2024 progresses, Kohl’s opens its partnership locations, baby retail will hopefully find its footing and provide retail solutions for potential and new parents. E-commerce has filled the void for baby registry services, but brick-and-mortar retail still holds a lot of importance for parents.  Baby specialty retail is essential to the success of baby products and brands, and there is a lot of white space opportunity in the category for retailers to emerge to take share. Consumers, even if there are fewer of them, need experiences and solutions provided by retailers, and baby retail is a cautionary, but optimistic tale for other specialty sectors for the remainder of the year.

Reports
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. 

INSIDER
10 Top Brands to Watch in 2024
This report analyzes the latest location intelligence data to identify ten brands poised to succeed in 2024.
February 8, 2024

The State Of Retail 

New year, new retail opportunities. And though 2023 is firmly in the rearview mirror, the economic headwinds that characterized much of the year have yet to fully dissipate. But every challenge also brings with it new opportunities, and many retailers are adapting to meet their customers' changing wants and needs. 

This white paper analyzes location intelligence for 10 brands poised to succeed in 2024. Some, like low-cost apparel and home furnishing stores, are benefitting from consumer trade-down. Others are expanding into rural or suburban areas to meet customers where they are. Read on for some of 2024’s retail winners. 

1. New Balance: From Dad To Dapper

Until around four years ago, New Balance sneakers were commonly seen on the feet of suburban dads – not exactly a recipe for high fashion. But all that began to change in 2019 when the company began collaborating with Teddy Santis, who eventually became New Balance’s creative director. Since then, the brand’s popularity has surged among Gen Z and X and is now one of the fastest-growing sneaker companies in the industry, despite the increasing competition in sneaker space. In 2023, foot traffic to New Balance stores grew 3.3% year-over-year (YoY) and the brand has firmly established itself as ultimate retro cool. 

Diving into the demographics of New Balance stores’ captured market trade area reveals the success of the chain’s rebranding. In 2023, New Balance’s trade area included larger shares of “Ultra Wealthy Families,” “Young Professionals,” and “Educated Urbanites” than the average shoe store’s trade area – highlighting New Balance’s successful reinvention as a brand for the young and hip.  

2. Harbor Freight Tools: A Wide Reach 

The home improvement space is dominated by Lowe’s and Home Depot – but Harbor Freight Tools is quickly making a name for itself as a go-to destination for affordable tools and supplies. 

Over the past few years, Harbor Freight Tools has expanded rapidly, with many of its new stores opening in smaller towns and cities. And the expansion appears to be paying off, with visits up YoY during every month of 2023. And although the chain is now operating with a significantly larger store fleet, the average number of visits per venue has generally increased – indicating that the company is expanding into markets where it is meeting a ready demand.    

3. Winmark: Poppin’ Tags

Over a decade after Mackelmore dropped his smash hit “Thrift Shop” in 2012, second-hand stores are still enjoying their time in the limelight. Shoppers, driven by a desire to reduce waste, find unique styles, and to save a few dollars at the till, continue to flock to thrift stores. And Winmark Corporation, which operates five secondhand goods chains – including apparel brands Plato’s Closet (young adult clothes), Once Upon a Child (children's clothes and toys), and Style Encore (women's clothing) – has benefited from the strong demand. Visits to the three Winmark clothing banners increased an average of 5.3% YoY in 2023. 

The median household income (HHI) in the trade areas of Winmark’s apparel chains tends to be lower than the median HHI in the wider apparel category – so budget-conscious consumers are driving at least some of the company’s growth. With more consumers looking for ways to cut back on spending in 2024, the demand for second-hand clothes is expected to grow even further – and Winmark is likely to continue reaping the benefits. 

4. HomeGoods: Hunting For Deals

HomeGoods, a treasure hunter's dream, is the discount home furnishing retailer owned by off-price retail giant TJX Companies. The chain, which operates over 900 brick-and-mortar stores, recently closed its e-commerce platform to focus on its physical locations – where foot traffic grew 6.0% between 2023 and 2022.

HomeGoods carries kitchen and home decor items along with furniture, and may be benefiting from the relative strength of the houseware segment, driven in part by an increase in at-home entertainment. And in a surprising twist, this low-cost retailer attracts more affluent visitors than visitors to the home furnishing segment overall. The median household income (HHI) in HomeGoods’ trade area stood at $84.7K/year compared to a $78.5K median HHI in the trade area of the average home furnishing chain. As economic uncertainty and the resumption of student loan payments impact consumers, wealthier shoppers seeking a budget-friendly home refresh are likely to continue choosing HomeGoods over pricier alternatives.

5. Bealls: Rural Expansion

Florida-based Bealls, Inc., which got its start as a small town five-and-dime in 1915 in Bradenton, Florida, now operates over 600 stores across the country. The company, which saw an impressive 9.0% YoY increase in visits in 2023, recently consolidated its two largest banners – Burkes Outlet and Bealls Outlet – under the Bealls name. 

One reason for Bealls’ success could be its appeal to rural consumers. Over the past five years, the share of households falling into Spatial.ai: PersonaLive’s “Rural Average Income” segment has steadily increased, growing from 12.6% in 2019 to 15.1% in 2023. With rural shoppers continuing to command ever-more attention from retailers, the increase in visits from this segment bodes well for Bealls in 2024.

6. Ollie’s Bargain Outlet: Built To Last

Ollie’s Bargain Outlet was built for this economy. The chain saw a 13.0% YoY increase in visits in 2023, thanks in part to its popularity among a wide array of budget-conscious consumers. Ollie’s has found success with rural shoppers while maintaining its appeal among value-oriented suburban segments – and the chain’s diverse audience base seems to be setting it apart from other discount retailers. 

A closer look at the chain’s captured market data, layered with the Spatial.ai: Personalive dataset, reveals that Ollie’s trade area includes larger shares of the “Blue Collar Suburbs” and “Suburban Boomer” segments when compared to the wider Discount & Dollar Stores category. As the chain plots its expansion, focusing on suburban and rural areas may help Ollie’s meet its customers where they are. 

7. Trader Joe’s: Young And Hungry

Trader Joe’s has managed to do what few stores can. The company does not invest in marketing, has no online shopping options, and loyalty programs? Forget about it. But despite this unusual approach to running a business, the California native has enjoyed consistent success over the years, with a 12.4% YoY increase in visits in 2023. 

Trader Joe’s is particularly popular among younger shoppers, perhaps thanks to the company’s focus on sustainability and social responsibility – as well as its famously low prices. Analyzing the chain’s trade area using the AGS: Panorama dataset reveals that Trader Joe’s attracts more “Emerging Leaders” and “Young Coastal Technocrats” (segments that describe highly educated young professionals) than the average grocery chain. With Gen Z particularly concerned about putting their money where their mouth is, Trader Joe’s is likely to sustain its momentum in 2024 and beyond.

8. Foxtrot Market: The C-Store Connoisseur

Convenience stores are growing up and evolving into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one c-store redefining what a convenience store can be. The chain, which announced a merger with Dom’s Kitchen in November 2023, offers an upscale convenience store experience and is particularly known for including local brands in its product assortment as well as its excellent wine curation and dining options.

Visitors to the chain were significantly more likely to fall into AGS: Behavior & Attitudes dataset’s  “Wine Drinker” or “Nutritionally Aware” segments than visitors to nearby convenience stores. The company plans to ramp up store openings, particularly in the suburbs, where convenience and a good bottle of wine might just find the perfect home as a welcome distraction from the daily grind.

9. Jersey Mike’s: Suburban Style

Jersey Mike’s is one of the fastest-growing franchise dining chains in the country, operating over 2,500 locations in all 50 states. The sandwich chain has seen its popularity take off over the past few years, with 2023 visits up 14.1% YoY and plans to open 350 new stores in 2024. 

The company has long prioritized affluent class suburban customers – and visitation data layered with the Experian: Mosaic dataset reveals that Jersey Mike’s has indeed succeeded in attracting this audience. The percentage of “Booming with Confidence” and “Flourishing Families” (both affluent segments) in Jersey Mike’s trade area was larger than in the trade areas of the average sub sandwich chain. As Jersey Mike’s continues its expansion, focusing on suburban areas may continue to serve the chain well. 

10. Playa Bowl: Surf’s Up

The East Coast may not be the first region that pops to mind when thinking about tropical smoothies – but New Jersey-based Playa Bowls is making it work. The company was founded by avid surf enthusiasts determined to bring the flavors of their favorite surfing towns stateside. 

Playa Bowls has enjoyed strong visit numbers in 2023, with overall visits up 23.0% and average visits per venue up 17.1% YoY – and part of the chain’s success may be driven by its ability to draw wealthier customers to its stores. The Experian: Mosaic dataset reveals that the “Power Elite” segment is overrepresented in the company’s trade areas: The share of households falling into that segment from Playa Bowl’s captured market exceeded their share in the company’s potential market. As the chain continues expanding its domestic footprint, it seems to have found its niche among a wealthy customer base.

Starting The New Year Strong

The past year saw a wide range of challenges facing brick-and-mortar retailers as economic fears continued to shake consumer confidence. But there are plenty of bright spots as the new year gets underway. These ten brands prove that the retail world never stands still, and that the next opportunity is just around the corner.

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