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The home improvement category has faced sustained headwinds in recent years – from elevated mortgage rates to sluggish existing-home sales and a consumer base hesitant to take on major remodeling projects. But after a prolonged stretch of year-over-year (YoY) visit declines, both Home Depot and Lowe’s have returned to growth – and the foot traffic data suggests this shift is more than just a seasonal uptick.
Both home improvement leaders closed Q1 2026 with YoY visit gains – Home Depot up 1.9% and Lowe’s up 2.0% – building on the stabilization seen in Q4 2025. This improvement aligns with their latest financial results: Home Depot reported U.S. comparable sales growth of 0.3%, while Lowe’s posted a stronger 1.3%. And for both chains, the return to positive territory suggests a long-awaited recovery may finally be underway.
Monthly data also suggests that while inclement weather contributed to the segment's strong performance in January, the underlying recovery is genuine. Home improvement benefits from unusual weather events, and January's strong gains for both chains – Home Depot +2.5%, Lowe's +3.9% – were partly fueled by Winter Storm Fern, which impacted communities across more than thirty states. But the momentum carried into February, and while growth moderated in March – and for Home Depot again in April – neither brand slipped into negative territory.
That resilience is an encouraging signal for the category during the critical spring home improvement season, particularly given renewed headwinds like rising gas prices and softening consumer sentiment. Lowe's stronger performance in April 2026, supported by easier comparisons, may also reflect its greater exposure to DIY customers tackling smaller repairs and at-home projects as consumers redirect spending closer to home.
Interest rates remain elevated and the housing market sluggish – but those same forces may now be working in the category's favor, as homeowners staying put begin to tackle a growing backlog of deferred repairs and maintenance. The bigger question is whether that momentum eventually unlocks the large discretionary projects both retailers say consumers are still holding back on – especially amid continued tariff uncertainty and elevated prices at the pump.
For more data-driven retail insights, follow 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.
There may be more digital entertainment than ever before, but consumers still seek out places to socialize and have fun in the physical world. And in-person entertainment venues – from stadiums to experiential viewing concepts – are attracting unique audiences that span a range of psychographic segments.
A closer look at venues in the Dallas and Los Angeles areas reveals how this diversity plays out across markets, and what it could signal for stakeholders in the business of out-of-home entertainment.
In-person entertainment includes a variety of venues and formats. In the Dallas area, legacy venues AT&T Stadium, American Airlines Center, and Globe Life Field – and eatertainment concepts, movie theaters, and “shared reality” experiences such as Cosm – are just some of the in-person entertainment options.
And in the Dallas region, AI-powered trade area analysis reveals that affluent and suburban families dominate the out-of-home entertainment scene. Across every analyzed venue and entertainment category, either Ultra Wealthy Families or Wealthy Suburban Families ranks as the top audience segment – reflecting the region's family-oriented, suburban fabric.
That said, each venue or category attracts a distinct audience mix. Cosm Dallas and the American Airlines Center over-index on Ultra Wealthy Families and draw a relatively higher share of Young Professionals than other venues. This likely reflects their premium positioning: Cosm as a novelty experience, and the AAC as an upscale urban destination where higher costs may skew attendance toward more affluent consumers.
By contrast, Wealthy Suburban Families lead at Globe Life Field (home to the Texas Rangers) and AT&T Stadium (home to the Dallas Cowboys), both of which also attract meaningful shares of blue-collar suburban audiences.
And there is clear demand for in-person entertainment among Dallas’s up-and-coming and working-class consumers. Blue Collar Suburbs and Young Urban Singles segments tend to favor eatertainment venues and movie theaters – more affordable options for going out.
Greater Los Angeles offers a similarly diverse mix of entertainment anchors: SoFi Stadium, Dodger Stadium, Angel Stadium, and Crypto.com Arena – as well as a Cosm location, eatertainment chains, and movie theaters.
However, audience segmentation for in-person entertainment in the region shows a distinct profile compared to Dallas – shaped by SoCal’s urban density and demographic diversity. Near-Urban Diverse Families represent the largest segment across every analyzed venue and entertainment category, while Wealthy Suburban Families also account for a significant share of visitors across formats – particularly at Angel Stadium, likely due to its suburban Orange County location. The prevalence of these two segments suggests that urban, middle-class family audiences are the backbone of entertainment demand in the region while higher-income, suburban households play a strong supporting role in out-of-home entertainment consumption.
Two other patterns also jump out from the data.
First, Cosm Los Angeles and Crypto.com Arena’s audiences draw more heavily from the Educated Urbanites and Ultra Wealthy Families segments, which could point to a somewhat more premium-leaning audience mix at these destinations.
Second, the Young Urban Singles segment accounts for a relatively consistent audience share across all categories – suggesting broad-based entertainment preferences. With no single entertainment format commanding outsized engagement from this young cohort, operators in the Los Angeles market have an opportunity to further tailor experiences and potentially shape future demand among this audience.
In both Dallas and Los Angeles, the composition of out-of-home entertainment audiences reflects each market’s underlying demographics and urban structure.
And yet, certain consumer segments prefer particular entertainment venues or formats over others, and understanding who shows up is critical. Operators and advertisers that tailor their offerings to the dominant segments – whether through pricing or programming – may be better positioned to capture sustained demand and attain better ROI within their market.
For more 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.
The U.S. restaurant industry navigated a challenging first quarter in 2026, marked by macroeconomic headwinds, unfavorable weather, and cautious consumer spending. Yet, within the breakfast-first sector, a clear narrative is emerging: The era of the traditional legacy diner is fading, making way for premium, experience-driven concepts. And at the forefront of this shift is First Watch. Armed with a differentiated culinary menu, rapid but disciplined expansion, and a highly resilient consumer base, the brand is not only defying broader casual dining trends but is fundamentally rewriting the playbook for daytime dining.
Over the past few years, the breakfast-first restaurant category has bifurcated into two distinct camps: premium and experience-driven concepts capturing visit share, and legacy diner-style chains, many of which are struggling to keep up. While Q1 2026 proved to be a tighter traffic environment overall amid macroeconomic uncertainty and unfavorable weather conditions across the U.S., several experience-focused brands and resilient fan-favorites continued growing their footprints – and their audiences.
First Watch led the pack in overall visit growth as it continued expanding its store count, while average visits per location held steady – demonstrating its ability to scale without diluting demand at existing locations – while Snooze saw a 1.1% increase in visits per location.
Conversely, the steepest laggards in the segment were legacy diner chains IHOP, Denny’s, and Huddle House, all of which saw overall visits decline as they continued rightsizing their footprints, with visits per location also modestly down. These brands are increasingly tracking closer to casual dining peers like Applebee’s and Outback Steakhouse, which have faced significant headwinds in recent months.
Still, among legacy diners, Waffle House stood out as a clear outperformer in Q1 2026, likely due in part to its status as a regional institution across much of the South. And the chain’s operational resilience may have also played a role: While Winter Storm Fern pushed the so-called “Waffle House Index” into the red across much of the region in late January, the brand’s unique disaster-readiness appears to have enabled some locations to reopen quickly or avoid closure entirely.
Ultimately, despite a challenging macroeconomic environment, brands that leverage a differentiated culinary menu, high-touch customer service, or fierce brand loyalty are successfully navigating the highly fragmented daypart much better than their traditional diner counterparts.
While several premium concepts have successfully carved out a lucrative niche in breakfast-first dining, First Watch has redefined the category. By blending the elevated, chef-driven culinary experience of a localized brunch spot with the operational efficiency of a national powerhouse, First Watch has created a model that sees success across multiple regions of the U.S. This unique positioning provides the brand with a massive structural advantage, fueling a physical growth trajectory that far outpaces its competitors.
Importantly, visitation data also reinforces that First Watch’s restaurant classes from 2024 and 2025 have consistently kept pace with the maturity curve of recent openings. An analysis of visit-per-location trends for First Watch locations opened in 2024 and 2025 versus the chain’s nationwide fleet reveals that the class of 2024 outpaced nationwide trends, while the 2025 cohort – even when factoring in the high volume of openings that took place in Q3 2025 – has also kept pace. These are incredibly positive indicators for a brand rapidly scaling its national footprint.
First Watch has set a long-term goal of reaching more than 2,200 restaurants across the United States – an ambitious target that would more than triple its current size. Reaching this milestone is achievable, but it will require the brand to meaningfully deepen its penetration in large coastal and Sun Belt metros, where it remains under-penetrated relative to its proven suburban strongholds. Placer.ai foot traffic data across more than 100 Core Based Statistical Areas (CBSAs) reveals that First Watch's unit economics are remarkably consistent, confirming the model works across multiple geographies. While newer markets like New York, Chicago, Boston, and Las Vegas currently generate lower visits per capita than the chain's core Sun Belt and Midwest suburban markets, there are significant opportunities for expansion. First Watch's breakfast-first model, strong unit-level economics, and growing brand recognition give it a credible platform to aggressively capture market share in these new territories.
Despite slowing early-spring trends, First Watch remains well-positioned to hit its 2026 same-store sales growth target of 1% to 3%. This confidence is rooted in a few key factors. First, the brand benefits from a resilient core consumer who is materially less sensitive to macroeconomic pressures than the traditional diner customer, providing a much higher floor for baseline traffic. Second, First Watch leverages reliable pricing power, as its premium positioning and highly anticipated seasonal menu rotations consistently drive check growth. Finally, the company's commitment to operational excellence through its company-owned model ensures that execution remains strong and the guest experience is uncompromised, even during slower traffic periods. By driving outsized performance from its newest units and maintaining a highly loyal customer base, the brand is not merely surviving the breakfast category's headwinds; it is actively redefining what leadership in daytime dining looks like.
For more data-driven dining insights, follow 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.
The fast-casual sector has long been defined by its sweet spot within the restaurant industry, combining the convenience of fast food and the quality of casual dining. For years, CAVA and sweetgreen have stood as the standard-bearers of the health-forward movement, expanding their store footprint while building fiercely loyal followings among affluent consumers. However, Q1 2026 foot traffic data suggests that these two brands are now on diverging trajectories. While overall visits to both chains grew – thanks in part to ongoing expansions – CAVA saw its average visits per venue grow as well, while sweetgreen's per-location traffic remained flat YoY.
The contrast between same-store visit trends is even more striking. Over the past six months, same-store visits to CAVA have been uniformly positive – and 2026 traffic was particularly strong. Meanwhile, sweetgreen has seen consistently negative same-store visit declines, with March 2026 same-store visits down 7.6% compared to CAVA's 6.8% increase. This represents a meaningful spread between two brands competing for the same premium consumer.
This divergence is the result of structural differences in menu mix and value perception. Over the past six months, CAVA has rolled out strategic menu enhancements designed to reengage with middle-income consumers who may have turned away from fast-casual options in recent months and elevate its overall value perception.
Leaning heavily into its warm, protein-forward architecture, the brand has introduced additions like premium glazed salmon as a protein option alongside new variations of its highly successful spicy chicken and steak offering. Alongside these protein upgrades, CAVA has refreshed its seasonal roasted vegetable lineups and also introduced smaller items like harissa pita chips, sides, and dips. This ensures that the menu remains dynamic enough to drive incremental visits and avoid customer fatigue while maintaining the highly customizable, assembly-line efficiency that protects its strong unit economics. The diversity of CAVA’s menu – both in terms of innovation and pricing – have helped to drive down the chain’s captured trade area median household income the past four quarters, according to data from STI: Popstats combined with Placer data.
To close this widening gap, Sweetgreen has also planned several menu changes in 2026 focused on operational simplicity, value perception, and a major new category expansion. The brand kicked off the year by highlighting its health-forward roots through a limited-time menu collaboration with Dr. Mark Hyman that utilized existing ingredients, followed by the launch of the seasonal Winter Harvest Bowl and the highly requested return of shredded cheese to the core menu. However, the most significant news is Sweetgreen's planned mid-2026 rollout of wraps.
Currently undergoing rigorous stage-gate testing in Los Angeles, the Midwest, and Manhattan, the wrap platform – featuring accessible price points starting at $10.95 and capping below $15 for in-store pickup – is designed to aggressively target consumer value sensitivity. Management noted that wraps are intended to build upon their 2025 efforts (which included increased protein portions and $12 Daily Greens) to prove to budget-conscious, quality-driven diners that Sweetgreen can deliver a compelling, high-value meal without compromising its premium brand identity.
Ultimately, the Q1 2026 data serves as a critical inflection point. CAVA is actively gaining share in a contracting category by mastering geographic diversification, daypart breadth, and perceived value. Sweetgreen has the brand identity, the affluent customer base, and the regional runway to recover, but the strategic decisions made over the next 12 to 18 months will dictate whether this current slump is a temporary setback or a permanent competitive reality.
For more data-driven dining insight, 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.
Events are foundational to New Orleans’ identity and economic model. From the Sugar Bowl to Jazz Fest and Mardi Gras, to conferences, conventions, exhibitions and meetings of all sizes, the city operates on a year-round cycle of large-scale gatherings that drive consistent visitor inflows. Over the past 12 months, 64.6% of weekend visitors to New Orleans’ downtown, including the French Quarter, Central Business District (CBD), and Arts District, were domestic tourists coming from more than 250 miles away. And as travel behavior continues to evolve post-COVID – making it more difficult to predict attendance patterns from prior-year trends – the complexity of hosting at scale requires increasingly sophisticated, data-driven operational coordination.
Perhaps no event demonstrates this model – and this need – more clearly than Mardi Gras. Running from January 6th through Mardi Gras Day, the carnival season culminates in a surge of parades and celebrations that bring major crowds downtown (French Quarter, CBD, Arts District) and all along the uptown parade route.
Crucially, many of those visitors come from within Louisiana, making the festival a powerful vehicle for strengthening ties between the city and surrounding communities: During the final 12 days of Mardi Gras 2026, 54.2% of them came from within Louisiana, compared to 23.5% during the rest of the year.
And despite an uncertain macroeconomic environment, Mardi Gras’ audience continues to expand. From the Krewe of Cleopatra on February 6 through Mardi Gras Day on February 17, out-of-market visits to downtown New Orleans (French Quarter, CBD, Arts District) increased 10% year over year, reaching their highest level since 2020.
Data also shows that Mardi Gras draws a surprisingly diverse audience. To be sure, young revelers are a big part of the story – on Mardi Gras Day, the French Quarter sees an influx of “Contemporary Households”, a young-skewing segment that includes singles, couples without children, and non-family households. The median household income of the Quarter’s trade area also declines on the big day, as students and early-career professionals crowd into the neighborhood to party.
But some of the season's more family-friendly parades – like the Krewe of Bacchus which took place this year on Sunday, February 15th – have a decidedly different vibe.
On the day of the parade, families gather early along St. Charles Avenue, setting up tents and picnic tables and sharing traditional local food ahead of the evening procession. And surrounding neighborhoods such as the Garden District experience a measurable rise in affluent family segments and median household income, highlighting Mardi Gras’ broad and diverse appeal.
Of course, managing an event of this magnitude requires coordination across agencies, stakeholders, and neighborhoods. And in a post-pandemic environment where past attendance patterns cannot always serve as reliable benchmarks, data has become a critical tool for decision-making.
Audience insights now play a central role in operational planning – identifying where visitors congregate, estimating crowd volumes, and informing preparation by law enforcement, city officials, and other city stakeholders. When large gatherings are anticipated in specific corridors or blocks, recent visitation trends provide actionable context that helps partners allocate resources efficiently and prepare accordingly.
Few cities are as synonymous with celebration as New Orleans. And by combining tradition, diversity, and data-driven operational precision, the city has built the capacity to host complex, high-volume gatherings with consistency and coordination year after year.
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With roughly one in eight Americans now using GLP-1 medications for weight loss, their rapid adoption is shaping up to be one of the most consequential behavioral shifts in recent memory – with wide-ranging implications for businesses tied to how people spend their time and money.
We analyzed the data to understand how GLP-1 usage may be influencing real-world retail and dining foot traffic. How is grocery store visitation changing? What’s happening in limited-service dining? And which other categories are gaining from a heightened focus on health and wellness – further accelerating trends that began to take hold after the pandemic?
Research from Cornell University shows that GLP-1 users reduce household grocery spending by an average of 5.3% within six months of starting a medication, with the most significant pullbacks concentrated in calorie-dense, processed categories. At the same time, a handful of health-oriented foods – including yogurt, fresh fruit, nutrition bars, and meat snacks – are seeing increased spend.
And foot traffic data points to a parallel shift in where consumers are shopping, with a growing share of grocery visits flowing toward fresh-format stores like Trader Joe’s and Sprouts Farmers Market that emphasize high-quality perishables, curated health-oriented assortments, and an elevated in-store experience. While this pivot has been underway for several years, reflecting a broader post-pandemic focus on health and wellness, its recent acceleration coincides with the rise in GLP-1 use.
From Q1 2022 to Q1 2026, these chains steadily expanded their share of overall grocery foot traffic, with momentum accelerating beginning in Q1 2024, even as some experienced per-store softness amid a challenging consumer environment. Over the same period, the median household income within fresh-format chains’ captured markets, which had remained largely stable through early 2024, began to decline. This trend suggests a broadening customer base, as households across income brackets increasingly prioritize higher-quality food and allocate a larger share of their grocery trips to fresh formats.
The reallocation of spending also extends beyond the grocery aisle. Foot traffic data points to a meaningful reordering of food-away-from-home visits over the past three years, with healthier dining segments outperforming more indulgent ones – underscoring a broader shift toward more nutritious options that GLP-1 adoption may be helping to reinforce.
Frozen yogurt chains outpaced ice cream shops in year-over-year visit growth in both 2024 and 2025, as consumers gravitated toward lighter frozen treats. Smoothie and juice chains also captured growing demand, buoyed by expanding footprints from brands like Tropical Smoothie Cafe, Smoothie King, and Playa Bowls, while fast-casual similarly pulled ahead of QSR.
Fitness participation has been on the rise since the pandemic, and the data suggests gym habits are becoming more consistent over time – a trend that GLP-1 users, who often incorporate structured exercise into their routines, may be helping to reinforce.
Between Q1 2023 and Q1 2026, the share of visitors to leading gyms stopping by at least three times in an average month rose from 44.8% to 46.8%, while the share visiting at least four times rose from 37.3% to 39.1%. For a growing segment of the population, going to the gym has become a regular part of the weekly routine – with implications for fitness brands and the broader ecosystem of health-oriented businesses competing for this newly routine-driven consumer.
As consumers deepen their focus on health and fitness, the body transformations associated with GLP-1 use are also reshaping apparel demand. Alongside a growing need for wardrobe replenishment, GLP-1 users are investing more in their appearance and rediscovering the experience of shopping for clothes.
And this trend aligns with recent foot traffic data. Even as discretionary spending continues to face headwinds in a challenging macroeconomic environment, clothing retailers are seeing consistent year-over-year visit growth, driven in large part by the off-price sector – with each year outpacing the broader discretionary retail category by a widening margin. Apparel is pulling away from the pack, likely driven in part by a consumer whose relationship with their body – and with shopping – has fundamentally changed.
The GLP-1 era is still in its early stages – but as programs like Amazon’s new GLP-1 management program expand access, these drugs are likely to continue reshaping shopping behavior in the months and years ahead. The data points to a consumer who is eating differently, moving more, and spending in ways that reflect a new set of priorities, further amplifying the focus on health and wellness that has emerged over the past several years.
For more data-driven retail and dining insights, visit Placer.ai/anchor.
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.
