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It’s been a wild ride for the beauty category. Following a strong couple of years, the segment's growth has stalled in recent months, with clothing – led by the strong performance of off-price chains – taking over the top discretionary growth spot. The slowdown in the beauty space has led some to wonder whether the category's boost from the "lipstick-effect" has reached a ceiling.
However, there are a few niches within the beauty category that may portend success, including Korean Beauty (aka K-Beauty), as well as brands focusing on personalization and sustainability.
First up, K-Beauty. Every summer, there is a song or movie that takes over the charts and goes viral. This summer, it is the unstoppable juggernaut from Netflix K-Pop Demon Hunters. Viewers and listeners around the world just can’t shake the catchy tunes like Soda Pop and the powerful anthem Golden. This animated feature is breaking records left and right: Netflix’s most-watched original animated film, first Netflix film ever to reach a new viewing peak in its fifth week of release showing the power of word of mouth, and the film’s lead single, “Golden,” sung by the girl group Huntrix (EJAE, Audrey Nuna and Rei Ami), hit No. 1 on Spotify’s Daily Top Songs on July 8th.
K-Pop has already been quite popular in the US for quite some time, with headliners like Blackpink and BTS drawing record crowds. Korean shows like Squid Game have also riveted viewers. And one of the most recent beauty trends on TikTok involves Korean beauty strategies to attain “glass skin.” Key ingredients in K-Beauty such as snail mucin in the holy grail product CosRX, green tea antioxidants, or ginseng have already made their way into many Americans’ daily skincare routines.
With all this recent interest in Korean culture, Ulta is one retailer perfectly poised to introduce its curated selection of K-beauty brands.
In mid-July, the company launched K-Beauty World, which introduces American consumers to a host of K-beauty brands, such as Chasin’ Rabbits, I’m From, Mixsoon, NEOGEN, Rom&nd, Some By Mi, Sungboon Editor and Unleashia. K-Beauty World had an immersive multi-city tour earlier this year including Westfield Century City in Los Angeles, SXSW in Austin, Revolve at Coachella, and Lollapalooza in Chicago. And since the launch, Ulta has drawn longer visits and a higher share of singles to its stores.
Personalization is another big buzzword in the beauty world. With over a dozen stores across the US and Canada, Lip Lab is one beauty chain that allows patrons to customize their products (lipstick, gloss, balm or cheek stick), pick their perfect shade, select a case, add a scent, and engrave the name of their creation. In the case of Lip Lab at Scottsdale Quarter, Spatial.ai’s PersonaLive's dataset shows that this tenant helps to attract Wealthy Suburban Families and Young Urban Singles to a shopping center that otherwise skews a bit older – usually, Sunset Boomers make up over one-fifth of Scottsdale Quarter's shoppers.
In sum, beauty is ever-changing and consumers can be quite fickle. What was once a must-have brand with tweens or a sold-out item on BeautyTok can quickly become yesterday’s news. However, for the year ahead, we do think that K-beauty and personalization can help brands burst through the zeitgeist to capture consumers’ attention.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Although headlines often highlight a decline in alcohol consumption – particularly among younger generations – the data paints a more nuanced picture, with liquor store traffic remaining well above pre-pandemic baselines. So how has BevAlc consumer behavior changed since 2019? And where is traffic still growing year-over-year? We dove into the data to find out.
As shown in the left-hand chart below, visits to BevAlc chains skyrocketed since 2018, with traffic hovering 40 to 60% above Q1 ’19 – a significantly larger increase than that seen in the wider grocery sector as a whole. But the year-over-year growth has largely flattened, as seen in the right-hand chart, with overall grocery traffic now seeing higher year-over-year growth in H1 2025.
Taken together, these two charts suggest that BevAlc remains a core part of consumers' shopping mix – even if the explosive, pandemic-era acceleration has stabilized into a new normal.
And although BevAlc visits nationwide have flattened, visitation data highlights regional pockets of BevAlc growth. Florida metros such as Port St. Lucie, Sebastian–Vero Beach, and Homosassa Springs posted some of the strongest year-over-year gains, supported by population inflows and steady tourism activity. Similar momentum appeared in select Southern markets, including parts of Texas and the Carolinas.
Meanwhile, many Northeastern and West Coast markets experienced steady pullbacks. Pennsylvania metros like Sunbury, Johnstown, and Erie registered consistent declines, while California hubs including Sacramento, Modesto, and Stockton saw negative traffic trends as well.
This divergence suggests that national averages mask meaningful local variation: while consumers overall are steady in their liquor purchases, certain regions are emerging as growth hubs while others cool.
The opportunity in BevAlc retail now isn't in chasing broad national growth, but in aligning with regional demand dynamics. In Florida and Texas, where visitation is climbing, retailers can lean into assortment expansion, premium products, and in-store promotions to capture incremental spend. In slower markets like California and the Northeast, focusing on loyalty programs, distribution through grocery stores, and smaller format stores that emphasize convenience and value might yield better results.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

It’s that time again. The time where I share my thoughts on everything I think I think about retail...at this very moment.
Over the first nine months of 2025, we have witnessed some pretty darn amazing things across the retail industry. We've witnessed traditional competitive boundaries blur as some large scale grocery players (at least, one that is one and one that wants to be one) venture into same-day delivery logistics, we’ve seen warehouse clubs reimagine convenience, and we have also had more than one retailer experiment with what the right size of its store footprint should be.
What emerges from this chaos is a revalidation of what omnichannel retailing really is. It is about the reimagining of how consumers shop, where they shop, and why they choose to shop one retailer over another.
Therefore, the following observations represent not just trends to watch, but strategic inflection points that could determine which retailers will have the greatest probability to thrive going forward in this beautiful and increasingly complex omnichannel world.
In Q2 2025, Walmart delivered comparable sales growth of +4.5% (excluding fuel), driven largely by profitable e-commerce, and maintained stable store traffic. Monthly same-store visits, according to Placer.ai, were also remarkably steady between +0.7% and -1.8%, from May through August, amid industry-wide macroeconomic pressures.
Meanwhile, the other U.S. retailing behemoth, Amazon, began pushing (or is it forcing?) its way into grocery in August by way of same-day delivery. Walmart, on the flip side, and not to be outdone, also began putting significant resources behind its Walmart Fulfillment Services offering.
All told, it is a game of anything you can do, I can do better. It is one-upmanship at its finest.
The only question is – who stands the better chance of winning? Or at least drawing blood from the other?
From my vantage point, Walmart has a much better chance of holding onto its grocery reign because it already is a grocer, and quite a large one at that – drawing nearly half as many visits as the entire brick-and-mortar grocery category. Walmart’s 4,600+ store advantage is sizable. Amazon may take from others but the moat around Walmart is pretty large.
On the other hand, will Amazon keep a similar hold on its vendor logistics business?
If I were a betting man, Walmart has a better chance of making inroads on Amazon’s logistics revenue than Amazon has on hurting Walmart in grocery.
Said another way, I guess the box may soon be on the other porch, Amazon.
The size of one’s store base is dependent upon so many factors.
Location, the overall experience design, the ROI of “the box,” and more can all impact the size and shape of a retailer’s store base, and, more often than not, all of them actually work in concert together. Which is why anyone pontificating on the trend in the “size” of stores likely hasn’t put much thought into his or her argument.
Despite the recent run-up of retailers trying to get smaller (Macy’s, in particular, comes to mind), there is no tried-and-true rule that smaller stores will work or vice versa.
In some cases, like in dense or urban markets, smaller stores might work, while in others, if the approach is one of creating destination-type stores, like Hy-Vee or Buc-ees, larger stores might work, too.
My favorite example of someone “getting smaller” is Sprouts. As Sprouts CEO Jack Sinclair told me at Groceryshop, Sprouts realized its format had gotten too large, went back to its roots of differentiated products and great looking fresh produce in a smaller box, and has not looked back since.
At the end of the day – smaller, bigger, uncut – none of it matters as much as what your brand is trying to accomplish for your customers and what, in turn, resonates with them the most.
I think we can all agree that, generally speaking, Walmart and the warehouse clubs are noted for having great prices. On the flip side, what they haven’t been known as much for in the past is a quick and convenient shopping experience.
But that is about to change for two reasons.
The first is economics. There is always a trade-off between convenience and price. As budgets continue to get constrained, people will begin to trade off waiting in lines or navigating the dreaded Costco parking lot to save money.
The second is the evolution of these retailers as omnichannel retailers. For example, Walmart’s Chief E-Commerce Officer David Guggina told me recently that one-third of Walmart’s scheduled deliveries are delivered to Walmart customers in under three hours (see video of interview). This behavior itself gives rise to the theory that people are starting to leverage Walmart for quick trips.
Delivery is only one leg of the omnichannel stool, however.
The other two legs are buy online, pickup in-store (BOPIS) and the actual speed of the in-store experience itself. Much has been documented already about the rise of BOPIS following the pandemic, so I won’t belabor the point here because it, too, is likely driving the data below.
The other aspect is that places like Sam’s Club have done a masterful job of making their stores more convenient and time-efficient. Sam’s Club is leading the way on cashierless checkout in the club channel. Sam’s Club Scan & Go shoppers, which account for an amazing one-third of the Sam’s Club customer base, can simply walk through an AI-powered exit arch and then have a digital receipt sent to them upon exit.
Allow me to take a moment to put this last statement into perspective with a concrete example.
Pretend my wife calls me on my way home from work and asks me to pick up some milk. I have a choice: Do I go to the local grocer or do I go to Sam’s? If I decide to go local, I likely will end up paying more ,and I could also possibly have to wait in line to check out at either a manned till or a self-checkout machine. On the other hand, if I go to Sam’s Club, I can just walk in, scan the milk I want, pay at a paystation and then walk through the arch.
Which experience would you choose?
Enough said.
The number one answer any retailer needs to answer in today’s omnichannel world is, “Why come to my store in the first place.”
And that answer begins and ends with good merchandising.
Take a look at some of the more creative merchandising efforts this year as depicted in the graph below:
What they all have in common is a “hook.” Someone got creative and went outside of the box to compel customers into their stores for new and exciting reasons. It is the definition of good merchandising.
Therefore, retailers, convenience store operators, and QSRs can never rest on their laurels. They constantly need to push the envelope to one-up the year before and the competition.
The best merchants get supercharged by the creative demands of this challenge. The worst merchants get their answers from interpolating spreadsheets and making decisions solely off of last year’s data.
Speaking of merchandising, the convergence of technology and the increasing tendency of consumers to use supermarkets as their mid-day lunch or snack source versus QSRs could inspire a unique opportunity for those grocers adventurous enough to seize it.
I have long been a proponent of electronic shelf labels. The use cases in support of them are almost endless at this point. One of my favorite use cases is the ability to run intra-day promotions, an idea that is virtually impossible with paper price tags, and one that also gets supercharged when the component of in-store digital media screens gets added to the equation as well.
Imagine a grocer who uses electronic shelf labels and then starts running unique daily promotions at lunch time. These promotions could be done on ANYTHING:
You get the idea. It is the Venn diagram of retail media and in-store execution at its finest.
The convergence of these above trends signals a tried-and-true retail axiom, i.e. that success is determined not by what you sell per se, but by how you can integrate convenience, value, and your brand (a better word choice than experience) across every touchpoint.
And this axiom will manifest itself in a number of self-affirming, yet sizable ways.
First, as the Walmart/Amazon tête-à-tête illustrates, a single channel advantage will become almost impossible to defend. Retailers need to decide in which channels they want to speak to their customers or risk being outflanked by competitors who will. This creates both vulnerability for established players and opportunities for agile newcomers who can build omnichannel capabilities from the ground up.
Second, technology will play an even bigger role as the industry equalizer. The Sam's Club scan-and-go example is the perfect encapsulation of this idea. It shows how technology can completely flip traditional competitive dynamics. Warehouse clubs, once seen as inconvenient despite their pricing advantages, are at the tipping point of becoming more convenient (and value-laden) than traditional grocers. Retailers who boldly invest in finding new ways to use technology to flip their positioning on the convenience-value-brand spectrum stand to capture disproportionate market share, regardless of their historical positioning.
Third, merchandising is and will forever be the epicenter of retailing. As physical store differentiation becomes harder to achieve, creative merchandising becomes the primary weapon for driving foot traffic and brand loyalty. Retailers who cannot consistently surprise and delight customers with consistent in-stocks, innovative in-store displays, exciting product collaborations, and limited-time offerings will find themselves relegated to utility shopping only, which is about as big as a “Danger Will Robinson” position as there is.
As I look back on 2025, Walmart, hands down, is “winning.” Sure, it has scale. It is the biggest retailer going. But scale isn’t why Walmart is on the hot streak that it is. The real secret to Walmart’s success has been its incredible speed of adaptation, rather than the scale of its operation. Its scale only enhances the impact of successful adaptation.
That is the real punchline to the joke.
What got you here won’t get you there. The task at hand is to transform fast enough to remain relevant in a world where the rules of engagement are being rewritten all the time, by competitors both large and small.
For more data-driven insights, visit placer.ai/anchor.

2025 has been a year of comebacks for legacy retailers. Brands like Barnes & Noble, Gap, and Abercrombie & Fitch are seeing renewed momentum. And amid this wave of revivals, Beyond, Inc. and The Brand House Collective (formerly Kirkland’s Inc.) are betting on one of retail’s most iconic banners: Bed Bath & Beyond (BBB).
After acquiring Kirkland’s intellectual property, Beyond Inc. plans to rebrand 250–275 Kirkland’s stores as Bed Bath & Beyond Home and close the rest. The strategy aims to merge Kirkland’s real estate footprint with the trust and recognition of BBB – once the undisputed leader in home furnishings retail. Can the pull of nostalgia and the equity of a trusted brand rewrite the trajectory of a struggling home furnishings chain?
Kirkland’s, known for accessible home décor and furnishings, has long been a staple of the home furnishings sector. Yet like many of its peers, it has grappled with headwinds from softening discretionary spending. Since 2019, overall visits to the chain have steadily declined as the company downsized its store fleet – and most months of 2025 have continued to register year-over-year (YoY) foot traffic declines. Online performance has also lagged, with digital comparable sales dropping last quarter by double digits.
Still, the data also reveals signs of underlying brick-and-mortar strength. Over the past several quarters, Kirkland’s in-store comparable sales have remained relatively stable, with some quarters seeing slight increases and others modest declines. And as illustrated by the chart below, the chain’s reduced fleet has posted modest same-store visit gains through much of this year, suggesting that the company’s remaining stores may be well-positioned for a turnaround.
Against this backdrop, plans to merge Kirkland’s real estate footprint with the trust and recognition of BBB offer significant promise. The pie chart below offers a reminder of just how influential Bed Bath & Beyond once was: In 2019, BBB accounted for nearly one-fourth of all visits to the home furnishings sector nationwide, far outpacing rivals. While the company’s bankruptcy in 2023 suggested that brand power alone couldn’t offset operational missteps, the name still carries significant weight with consumers. For Kirkland’s, this partnership could provide the spark it needs for renewed growth.
The combination of Kirkland’s streamlined fleet and BBB’s brand equity creates a compelling recipe for revival. With the right execution – balancing nostalgia with modern retail practices – this collaboration could transform a fading chain into a leader once more.
To see up-to-date retail traffic trends, visit our free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Homewares and home decor chains have seen their share of ups and downs over the past few years, from pandemic highs to a discretionary retail slowdown – but some chains, especially high-end ones, are thriving. We took a look at visit data to four retailers – Restoration Hardware (RH), Le Creuset, and Sur La Table – to see what the visit data and demographics reveal about the segment.
Homewares are having a cultural moment – a shift that first gained momentum during the pandemic, when people stuck at home began investing deeply in their living spaces. Since then, social media’s influence has helped lifestyle-forward brands like RH and Le Creuset gain cultural cachet – and visits to these retailers have significantly outpaced the broader home improvement sector, as shown in the chart below.
This resilience – especially amid a broader retail slowdown – underscores how home decor and kitchenware are evolving into status and lifestyle symbols, with culinary aesthetics even finding expression in decor trends.
Although RH, Sur La Table, and Le Creuset all compete in the premium home goods segment, their different brand identities attract distinct audiences and lead to very different in-store behaviors.
RH and Sur La Table attract some of the most affluent, luxury-oriented shoppers in retail and consistently post long dwell times. Both brands use their store fleets not just as showrooms, but as platforms for high-margin services and experiences that extend engagement and drive revenue between product cycles.
Many flagship RH stores include a fine-dining restaurant, and the chain ties complimentary design consultations to a paid annual membership – both of which may resonate with younger “Educated Urbanites” who value elevated dining experiences and expert guidance as they furnish their first homes. Sur La Table, by contrast, generates fee-based revenue from cooking classes and curated international culinary trips, offerings that appeal most to “Booming with Confidence” households – prosperous, established couples eager to invest in premium food and travel experiences. By tailoring experiential services to the distinct aspirations of their core audiences, RH and Sur La Table demonstrate how luxury retailers can extend brand relevance, and sustain growth beyond traditional product sales.
Le Creuset, by contrast, follows a more sales-driven model. With a lower share of high-income households, the brand reaches aspirational, luxury-adjacent shoppers who may have less discretionary income for premium experiences. Store activations such as Factory-to-Table events are designed primarily to drive transactions rather than prolong visits. Le Creuset also over-indexes among “Singles and Starters” – younger, upwardly mobile shoppers who frequently discover the brand on social media. This group tends to conduct heavy online research before visiting, leading to shorter, purpose-driven trips where shoppers arrive ready to buy.
Together, the patterns suggest two distinct playbooks: RH and Sur La Table use experience to lengthen visits and monetize engagement between product cycles, while Le Creuset relies on highly considered, research-led purchases that translate into shorter, purpose-driven store trips.
The success of RH, Sur La Table, and Le Creuset highlights that there is no single formula for winning in luxury retail. Some brands lean on immersive experiences that extend and monetize engagement. Others focus on sales-driven activations that convert researched shoppers. What unites them is a sharp alignment between strategy and the values and behaviors of their core audiences – a positioning that enables them to thrive even amid broader retail headwinds.
For more retail data, visit our free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

The recent revival of McDonald’s Extra Value Meal has fueled speculation that the quick-service restaurant (QSR) space might be gearing up for another round of value wars. Yet the data suggests that basic value offerings may no longer be enough to reliably drive traffic. To overcome consumer fatigue and heightened price sensitivity, brands must deliver promotions that truly stand out – whether through unusually deep discounts, memorable giveaways, or culturally resonant collaborations.
McDonald’s recent foot traffic trends illustrate this dynamic. Despite the chain’s Extra Value Meals relaunch, visits to McDonald’s dropped 4.4% year over year (YoY) during the week of September 8th and fell a further 5.2% and 3.7% over the next two weeks. These results pale in comparison to the brand’s April 2025 Minecraft Movie Meal collaboration, which generated consistent traffic boosts throughout its run.
The muted YoY impact of the new value meal doesn’t necessarily signal failure – after all, McDonald’s is lapping last year’s $5 Summer of Value campaign, which extended through 2024. But it highlights the limits of standard deals in a marketplace where consumers expect baseline value from QSR leaders. In an environment crowded with offerings – from Taco Bell’s Luxe Boxes, to Wendy’s Biggie Bags and Burger King’s 2 for $5 promotions – incremental savings feel less like innovation and more like table stakes.
Still, truly eye-catching promotions continue to break through – and McDonald’s 50-cent Double Cheeseburger deal on National Cheeseburger Day (September 18th, 2025) is a case in point. On the day of the promotion, visits jumped 6.4% compared to the chain’s recent Thursday average – showing that consumers remain highly responsive to promotions that feel unique and unmissable.
Pizza Hut’s summer promotions tell a similar story. The chain’s $2-Buck Tuesday deal, which offered a one-topping Personal Pan Pizza for just $2, drove a remarkable 63.2% YoY surge in Tuesday visits during its run (July 8th through August 26th, 2025). And although foot traffic continued to decline on other days of the week, the promotion’s Tuesday lift was enough to push overall weekly visits into positive territory for much of its duration.
Yet when Pizza Hut followed up with a more conventional $5 Crafted Flatzz menu in late August – available all week long until 5:00 PM – the response was far less dramatic. Though traffic held steady YoY during the first weeks of the launch, and the brand’s YoY visit gap has remained somewhat narrower since, consumers clearly differentiated between a “can’t-miss” deal and a “reasonable” discount.
Dairy Queen provides further illustration of both the power and the limits of value promotions in 2025. The chain’s annual Free Cone Day, held at the start of spring, generated an astonishing 326.7% spike in visits on Thursday, March 20th compared to the prior same-day average. The deal even outperformed 2024’s Free Cone Day, boosting weekly traffic 23.8% YoY despite lapping last year’s March 19th event. And an 85-cent Blizzard deal the following week extended the surge, lifting visits 31.2% YoY.
But when Dairy Queen relaunched the same 85-cent Blizzard offer in September (September 8th to 21st, 2025), results were far more muted. Seasonality likely played a role – ice cream naturally peaks in spring and summer, and wanes in colder weather. But repetition also dulls impact, and without the momentum of a free giveaway just days before, the fall promotion may have felt more routine.
The mixed results of McDonald’s, Pizza Hut, and Dairy Queen’s 2025 promotions show that standard value menus are no longer enough to stand out in today’s price-sensitive QSR market. The most effective deals offer consumers something they can’t get anywhere else – whether freebies, unusually deep discounts, or resonant pop-culture tie-ins. For QSRs, the challenge is to capture attention and disrupt routines without eroding margins through unsustainable discounting.
For more QSR insights, explore Placer.ai’s free industry trends tool.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
This white paper includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.
The remote work war is far from over – and as the labor market cools, companies are ramping up efforts to get workers back in the office. But even those employers that are cracking down on WFH aren’t generally insisting that employees come in five days a week – for the most part.
Indeed, a growing consensus seems to posit that though in-person work carries important benefits, plugging in remotely at least part of the time also has its upsides. Nixing the daily commute can put the ever-elusive work/life balance within reach. And there’s evidence to suggest that remote work can enhance productivity – limiting distractions and letting workers lean into their individual biological clocks (so-called “chronoworking”).
But the precise contours of the new hybrid status-quo are still a work in progress. And to keep up, relevant stakeholders – from employers and workers to municipalities and local businesses – need to keep their fingers on the pulse of how this fast-changing reality is evolving on the ground.
This white paper dives into the data to explore some of the key trends shaping the office recovery. The analysis is based on Placer.ai’s Nationwide Office Index, which examines foot traffic data from more than 1,000 office buildings across the country. What was the trajectory of the post-COVID office recovery in 2023? What impact did return-to-office (RTO) mandates have on major cities nationwide, including New York, Dallas, San Francisco, and others? And how has the demographic and psychographic profile of office-goers changed since the pandemic?
Analyzing office building foot traffic over the past several years suggests that the office recovery story is still very much being written. After plummeting during COVID, nationwide office visits began a slow but steady upward climb in 2021, reaching about 70.0% of January 2019 levels in August 2023.
Since then, the recovery appears to have stalled – with some observers even proclaiming the death of RTO. But looking back at the office visit trajectory since 2019 shows that the process has been anything but linear, with plenty of jumps, dips, and plateaus along the way. And though office foot traffic tapered somewhat between November 2023 and January 2024, this may be a reflection of holiday work patterns and of January’s unusually cold and stormy weather, rather than of any true reversal of RTO gains. Indeed, if 2024 is anything like last year, office visits may yet experience an additional boost as the year wears on.
TGIF Vibes
But for now, at least, a full return to pre-COVID work norms doesn’t appear to be in the cards. And like in 2022, last year’s hybrid work week gave off some serious TGIF vibes.
On Tuesdays, Wednesdays, and Thursdays, office foot traffic was just 33.2% to 35.3% lower than it was pre-COVID. But on Mondays and Fridays, visits were down a whopping 46.0% and 48.9%, respectively. From a Year-over-year (YoY) perspective too, the middle of the week experienced the most pronounced visit recovery, with Tuesday, Wednesday, and Thursday visits up about 27.0% compared to 2022.
The slower Monday and Friday office recovery may be driven in part by workers seeking to leverage the flexibility of WFH for extended weekend trips. (Indeed, hybrid work even gave rise to a new form of nuptials – the remote-work wedding.) So-called super commuters, many of whom decamped to more remote locales during COVID, may also prefer to concentrate visits mid-week to limit time on the road. And let’s face it – few people would object to easing in and out of the weekend by working in their pajamas. Whatever the motivating factors – and despite employer pushback – the TGIF work week appears poised to remain a fixture of the post-pandemic working world.
Analyzing nationwide office visitation patterns can shed important light on evolving work and commuting norms. But to really understand the dynamics of office recovery, it is crucial to zoom in on local trends. RTO in tech-heavy San Francisco doesn’t look the same as it does in New York’s financial districts. And commutes in Dallas are very different than in Chicago or Washington, D.C.
Overall, foot traffic to buildings in Placer.ai’s Nationwide Office Index was down 36.8% in 2023 compared to 2019 – and up 23.6% compared to 2022. But drilling down into the data for seven major markets shows that each one experienced a very different recovery trajectory.
In New York and Miami, offices drew just 22.5% and 21.9% less visits, respectively, in 2023 than in 2019 – meaning that they recovered nearly 80.0% of their pre-COVID foot traffic. In New York, remote work policy shifts by major employers like Goldman Sachs and JPMorgan appear to have helped set a new tone for the financial sector. And Miami may have benefited from Florida’s early lifting of COVID restrictions in late 2020, as well as from the steady influx of tech companies over the past several years.
San Francisco, for its part, continued to lag behind the other major cities in 2023, with office building foot traffic still 55.1% below 2019 levels. But on a YoY basis, the northern California hub experienced the greatest visit growth of any analyzed city, indicating that San Francisco’s office recovery is still unfolding.
To better understand the relationship between employees’ occupational backgrounds and local office recovery trends, we examined the share of Financial, Insurance, and Real Estate sector workers in the captured markets of different cities’ office buildings. (A POI’s captured market is derived by weighting the census block groups (CBGs) in its True Trade Area according to the share of actual visits from each CBG – thus providing a snapshot of the people that actually visit the POI in practice). We then compared this metric to each city’s year-over-four-year (Yo4Y) office visit gap.
The analysis suggests that the finance sector has indeed been an important driver of office recovery. Generally speaking, cities with greater shares of employees from this sector tended to experience greater office recovery than other urban centers. And for New York City in particular, the dominance of the finance industry may go some way towards explaining the city’s emergence as an RTO leader.
Regional differences notwithstanding, office foot traffic has yet to rebound to pre-COVID levels in any major U.S. market. But counting visits only tells part of the RTO story. Stakeholders seeking to adapt to the new normal also need to understand the evolving characteristics of the in-office crowd. Are office-goers more or less affluent than they were four years ago? And is there a difference in the employee age breakdown?
To explore the evolution of the demographic and psychographic attributes of office-goers since COVID, we analyzed the captured markets of buildings included in the Placer.ai Office Indexes with data from STI (Popstats) and Spatial.ai (PersonaLive). And strikingly, despite stubborn Yo4Y office visit gaps, the profiles of last year’s office visitors largely resembled what they were before COVID – with some marked shifts. This may serve as a further indication that 2023 brought us closer to an emerging new normal.
The median household income (HHI) of the Office Indexes fell during COVID. But by 2022, the median HHI in the trade areas of the Office Indexes was climbing back nationwide in all cities analyzed, and fell just 0.6% short of 2019 levels in 2023. And in some cities, including San Francisco and Dallas, the median HHI of office-goers is higher now than it was pre-pandemic.
Better-paid, and more experienced employees often have more access to remote and hybrid work opportunities – and at the height of the pandemic, it was these workers that disproportionately stayed home. But as COVID receded, many of them came back to the office. Now, even if high-income workers – like many other employees – are coming in less frequently, their share of office visitors has very nearly bounced back to what it was before COVID.
Who are the affluent employees driving the median HHI back up? Foot traffic data suggests that much of the HHI rebound may be fueled by “Educated Urbanites” – a segment defined by Spatial.ai PersonaLive as affluent, educated singles between the ages of 24 and 35 living in urban areas.
For younger employees in particular, fully remote work can come at a significant cost. A lot of learning takes place at the water cooler – and informal interactions with more experienced colleagues can be critical for professional development. Out of sight can also equal out of mind, making it more difficult for younger workers that don’t develop personal bonds with their co-workers and to potentially take other steps to advance their careers.
Analyzing the trade areas of offices across major markets shows that – while parents were somewhat less likely to visit office buildings in 2023 than in 2019 – affluent young professionals are making in-person attendance a priority. Indeed, in 2023, the share of “Educated Urbanites” in offices’ captured markets exceeded pre-COVID levels in most analyzed cities – although the share of this segment still varied between regions, as did the magnitude of the shift over time.
Miami and Dallas, both of which feature relatively small shares of this demographic, saw more dramatic increases relative to their 2019 baselines – but smaller jumps in absolute terms. On the other end of the spectrum lay San Francisco, where the share of “Educated Urbanites” jumped from 47.8% in 2019 to a remarkable 50.0% in 2023. New York office buildings, for their parts, saw the share of this segment rise from 28.8% in 2019 to 31.0% in 2023.
Other segments’ RTO patterns seem a little more mixed. The share of “Ultra Wealthy Families” – a segment consisting of affluent Gen Xers between the ages of 45 and 54 – is still slightly below pre-COVID levels on a nationwide basis. In 2023, this segment made up 13.0% of the Nationwide Office Index’s captured market – down slightly from 13.3% in 2019. In New York and San Francisco, for example – both of which saw the share of “Educated Urbanites” exceed pre-COVID levels last year – the share of “Ultra Wealthy Families” remained lower in 2023 than in 2019. At the same time, some cities’ Office Indexes, such as Miami, Dallas, and Los Angeles, have seen the share of this segment grow Yo4Y.
Workers belonging to this demographic tend to be more established in their careers, and may be less likely to be caring for small children. Well-to-do Gen Xers may also be more likely to be executives, called back to the office to lead by example. But employees belonging to this segment may consider the return to in-person work to be a choice rather than a necessity, which could explain this cohort’s more varied pace of RTO.
COVID supercharged the WFH revolution, upending traditional commuting patterns and offering employees and companies alike a taste of the advantages of a more flexible approach to work. But as employers and workers seek to negotiate the right balance between at-home and in-person work, the office landscape remains very much in flux. And by keeping abreast of nationwide and regional foot traffic trends – as well as the shifting demographic and psychographic characteristics of today’s office-goers – stakeholders can adapt to this fast-changing reality.

Last year ended on a high note for many retailers, with cooling inflation and rebounding consumer confidence contributing to a robust holiday season. Still, 2023 was a year of headwinds for the sector, as consumers traded down and cut back on unnecessary indulgences.
In the midst of these challenges, some segments thrived. Continued prioritization of health and wellness by consumers drove strong visit growth for the Fitness and Beauty & Self Care segments – which emerged as 2023 winners and enjoyed positive foot traffic growth in Q4. At the same time, price consciousness drove foot traffic to Discount & Dollar Stores and Superstores, both of which made inroads into the affordable grocery space during the year.
The Grocery category, too, saw a 4.3% jump in visits last year compared to 2022, as well as a slight uptick in Q4 visits. And even the discretionary Dining sector held its own, with a 2.1% year-over-year (YoY) annual increase in foot traffic, and a Q4 quarterly visit gap of just 1.8%.
Fitness had a particularly strong 2023, buoyed by consumers’ sustained interest in self-care and wellness. Since the pandemic, gym memberships have graduated from a discretionary expense to something of a necessity – an important investment in health and wellbeing. The category has also likely continued to benefit from the post-COVID craving for experiences.
And quarterly data shows that the Fitness segment is positively flourishing. Throughout most of Q4 2023, Fitness venues experienced YoY weekly visit growth ranging from 8.8% to 12.2%. (The unusual visit spike and dip during the last two weeks of the quarter are due to calendar discrepancies: The week of December 18th, 2023 is being compared to the week of December 19th, 2022, which included Christmas Day – while the week of December 25th, 2023 is being compared to the week of December 26th, 2022, which did not).
Drilling down into the data for several leading fitness chains shows that there’s plenty of success to go around. Crunch Fitness – ranked by Entrepreneur as 2024’s top fitness franchise – led the pack with a remarkable 28.2% YoY annual increase in visits, partly fueled by the steady expansion of its fleet. And while other value gyms like Planet Fitness also saw robust visit growth, the boost wasn’t limited to budget options. Given the Fitness sector’s already-impressive 2022 performance, the category’s strong YoY showing is especially noteworthy.
Beauty & Self Care was another category to benefit from 2023’s obsession with wellness – as well as the “lipstick effect”, which sees consumers treating themselves to fun, affordable luxuries when money’s tight. Driven in part by the evolving preferences of Gen Z consumers, cosmetics leaders have embraced wellness-focused approaches to cosmetics that prioritize self-care and self-expression. This strategy continues to prove successful: Throughout Q4 2023, Beauty & Self Care chains saw steady YoY weekly visit growth, especially in November and early December – perhaps highlighting Beauty’s growing role in the holiday shopping frenzy.
One brand leading the cosmetics pack in 2023 was Ulta Beauty – which drew growing crowds with its diverse product selection. Everybody loves makeup, and Ulta makes sure to have something for everyone – from discount fare to more upscale products. Buff City Soap, which now pairs its signature offerings with experiential vibes at some 270 locations across 33 states, also experienced YoY annual visit growth of 14.7%. And Bath & Body Works, which made the Wall Street Journal’s list of best-managed companies for 2023, also saw visit strength, with an overall increase in annual foot traffic, even as Q4 visits saw a slight decline.
If wellness was a key retail buzzword in 2023, value was an equally discussed topic. And Discount & Dollar Stores – ideal destinations for cash-strapped consumers seeking bargain merchandise – made the most of this opportunity. Shoppers frequented these chains year-round for everything from groceries to home goods, propelling the category firmly into the mainstream.
And in Q4 2023, shoppers flocked to discount chains in droves to snag food items, stocking stuffers, and other holiday fare – fueling near-uniform positive YoY foot traffic growth throughout the quarter. The week of October 30th seems to have kicked off the Discount & Dollar holiday shopping season, perhaps showcasing the segment’s growing role as a Halloween candy and costume hotspot.
Every discount chain is somewhat different – and the success of the various Discount & Dollar chains can be attributed to a range of factors. Dollar Tree and Dollar General likely benefited from the broadening and diversification of their grocery selections – while Ollie’s (“Get Good Stuff Cheap!”) solidified its position as a place to find relatively upscale items at a bargain. All three chains – and particularly Dollar General and Ollie’s – also grew their footprints over the past year. Family Dollar (also owned by Dollar Tree) also came out ahead on an annual basis – despite the comparison to a strong 2022.
Of all the Discount & Dollar chains, Five Below saw the biggest surge in foot traffic, partly as a result of its increasing store count. But the retailer’s offerings – affordable toys, party supplies, and other fun splurges – also appear to have been tailor-made for 2023’s retail vibe.
During the fourth quarter of the year, Superstores saw a slight YoY increase in visits – including during the all-important week of Black Friday, beginning on November 20th. (This week was compared with the week of November 21st, 2022, which also included Black Friday). Like Discount & Dollar chains, Superstores saw an appreciable YoY visit uptick during the week of Halloween.
On an annual basis, Superstore mainstays Walmart and Target experienced visit increases of 2.8% and 4.7%, respectively. But while all the major category players enjoyed a successful year, membership warehouse chains’ YoY visit numbers were especially strong. As perfect venues for mission-driven shopping expeditions, Costco, Sam’s Club, and BJ’s likely drew shoppers eager to load up on both inexpensive gifts and essentials.
The traditional Grocery sector also held its own during Q4 2023. Notably, grocery stores saw positive visit growth for most weeks of November and December, a period encompassing the critical Turkey Wednesday milestone – no small feat given the disruptions experienced by the category.
Unsurprisingly, it was discount grocery chains that saw some of the greatest YoY visit growth, as shoppers – including higher-income segments – sought to counter inflation with lower-priced food-at-home alternatives. Whether through opportunistic buying models, private label merchandising, or no-frills customer experiences, value supermarkets proved once again that even quality specialty items don’t have to carry high price tags.
Eating out can be expensive – and when money’s tight, restaurants and other discretionary categories are often first to feel the crunch. But the Dining category seems to have emerged from 2023 relatively unscathed, with overall yearly visits up 2.1% compared to 2022 despite the modest YoY weekly visit gaps in Q4 2023. And given the myriad challenges out-of-home eateries had to contend with in 2023 – from inflation to labor shortages – even the minor weekly gaps are quite an attainment. (As noted, the last two weeks of the quarter reflect calendar discrepancies).
Foot traffic data shows that dining success could be found across sub-categories. Wingstop, Shake Shack, and Jersey Mike’s Subs rocked Fast Casual and QSR, with annual YoY visit growth ranging from 11.8% to 20.3%, partly fueled by the chains’ growing footprints. Full-Service Restaurants also had their bright spots, including all-you-can-eat buffet star Golden Corral and two steak venues: Texas Roadhouse and LongHorn Steakhouse.
And in the Coffee, Breakfast, and Bakeries space, Playa Bowls led the charge. The superfruit bowl chain’s affordable, wellness-oriented treats seem to have been created with 2023 in mind – and during the year Playa Bowls expanded its fleet while also seeing double-digit increases in comparable store sales. Steadily expanding Biggby Coffee and Dutch Bros. Coffee also saw significant YoY foot traffic growth.

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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
