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Christmas Dining Trends: Three Courses of Holiday Fare
Christmas is a time for gathering at home, but it’s also an occasion when many Americans celebrate by treating themselves to a nice meal out with family and friends. So with the holiday season drawing to close, we dove into the data to see which dining segments benefited from the holiday cheer. 
Lila Margalit
Jan 2, 2025
4 minutes

Christmas is a time for gathering at home, but it’s also an occasion when many Americans celebrate by treating themselves to a nice meal out with family and friends. So with the holiday season drawing to close, we dove into the data to see which dining segments benefited from the holiday cheer. 

Full-Service Feasting

The holiday season is all about home-cooked meals, and most restaurants close on Christmas Day – so it may come as no surprise that visits to dining establishments dropped significantly on December 25th, 2024. Fast-casual and quick-service restaurants (QSRs) saw the steepest traffic declines of 92.7% and 83.2%, respectively, compared to a year-to-date (YTD) daily average. Meanwhile, full-service restaurants (FSRs), aided primarily by all-day breakfast chains (see below), saw visits dip by a relatively modest 58.0%.

On Christmas Eve, too, restaurant foot traffic slowed, with visits to fast-casual restaurants and QSRs dipping to 35.5% and 25.1%, respectively, below average levels. Once again, FSR led the pack with a smaller 11.0% visit decline. And on December 26th – the day after the holiday – full-service restaurants saw a 7.0% visit uptick, while QSRs and fast-casual saw visits hover just under daily averages.

Christmas Eve: A Premium Experience

But digging deeper into the data reveals a more nuanced picture of the Christmas dining scene. Throughout the holiday, some FSR segments and chains enjoy outsized visit spikes – cementing their roles as key holiday destinations for families seeking to ditch the kitchen chaos and enjoy a hassle-free, celebratory meal. 

On Christmas Eve (December 24th, 2024), for example, visits to upscale and fine dining chains surged by a remarkable 54.4% compared to a YTD daily average – fueled by visit spikes at premium chains such as Ruth’s Chris Steak House (129.8%) and Fleming’s Prime Steakhouse & Wine Bar (125.9%). Breakfast spots also enjoyed a significant 18.4% Christmas Eve visit bump, likely bolstered by seasonal offerings like Denny’s Holiday Turkey Bundle. Meanwhile, traffic at eatertainment chains and other casual dining restaurants slowed considerably – though some casual dining brands like experiential The Melting Pot and Benihana also bustled with activity.

Deck the Halls With Breakfast Favorites

On Christmas Day, it was breakfast chains that once again led the day – staying open to serve up hearty meals to those looking for an affordable holiday outing. Visits to leading breakfast spots, including segment leaders like Waffle House, IHOP, and Denny’s soared by 53.6% compared to a YTD daily average, with Waffle House in particular stealing the show with a 109.6% visit boost. 

Still, Christmas Day diners also flocked to other full-service chains that kept their doors open. Fogo de Chão, which attracted celebrants with an indulgent seasonal menu, saw visits soar by 111.4%. And after increasing by 63.2% on Christmas Eve (see above), visits to Benihana surged by 103.9% on December 25th, reaffirming the restaurant’s place in holiday dining lore (“A Benihana Christmas”, it seems, isn’t just for fans of The Office). 

Winding Down With Eatertainment

On December 26th, all the analyzed FSR segments enjoyed visit bumps, as many Americans took the day off to extend the holiday cheer. But it was eatertainment chains that saw the most pronounced traffic boost (26.2%), buoyed by families and friends looking to unwind with good food and games – many armed with holiday gift cards.

But plenty of other FSRs also thrived on Boxing Day with impressive mid-week traffic increases, including perennial favorites like P.F. Chang’s (+35.2%), The Cheesecake Factory (+28.1%), and Buffalo Wild Wings (+26.1%).

A Very Merry Showing

Food remains at the heart of the holiday experience – with elevated dining, affordable comfort food, and eatertainment all adding to the festive spirit. And in 2024, restaurants delivered very merry results. How will the industry continue to perform in the new year?

Follow Placer.ai’s data-driven dining analyses to find out. 

Article
Cookie Chains: Baking It Up A Notch
Specialty cookie chains - Crumbl, Insomnia, and more - have been ascendant over the past few years. We took a look at foot traffic for these chains, as well as some newcomers on the scene, to understand the growth opportunities and see what lies ahead for the cookie space in 2025.
Bracha Arnold
Dec 30, 2024
4 minutes

Not Crumbling Under Any Pressure

Insomnia Cookies, one of the first companies to innovate in the cookie retail space, is known for its late opening hours and classic cookie flavors. The company started in 2003 by selling fresh-baked cookies to college students and now operates over 300 locations globally. Meanwhile, Crumbl Cookies – known for its celebrity collaborations and intensely loyal social media fanbase – came onto the scene in 2017 and has since grown to over 1,000 franchised locations.  

Both chains are expanding, and diving into the foot traffic data reveals that overall visits as well as average visits per location are still growing for both chains – indicating that the cookie craze is still going strong. 

Graph showing visits per location growth for Crumbl cookies and Insomnia cookies in 2024 compared to 2023

Craving Cookie Dough

Analyzing visit growth at smaller cookie chains also highlights the strong demand for creative cookie concepts. Crave Cookies (established in 2022), Dirty Dough (2018), Chip Cookies (2016), and Chip City Cookies (2017) are all enjoying strong foot traffic growth relative to 2023, thanks in part to ongoing expansions. Like Crumbl and Insomnia, Crave Cookies, Dirty Dough, Chip Cookies, and Chip City Cookies are all growing their fleet – and the steady stream of store openings has driven consistent YoY visit growth. 

The increasing visits to both the larger chains and the smaller cookie brands suggests that the demand for cookies has yet to peak and is likely to continue in 2025. And with these chains still looking to grow, how can location analytics uncover the best opportunities for growth? 

Graph showing increase in monthly visits for smaller cookie chains in 2024 compared to 2023

Cookies Resonate With Higher-Income Families 

A closer look at the demographic makeup of visitors to the analyzed cookie chains suggests that some of these chains’ consistently strong performance may be due to the relative affluence of their consumer base: The STI: PopStats dataset reveals that all of the chains' captured markets – with the exception of Insomnia Cookies – have higher shares of wealthy consumer segments than their potential one. (A chain’s potential market is obtained by weighting each Census Block Group (CBG) in its trade area according to population size, thus reflecting the overall makeup of the chain’s trade area. A business’ captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the chain in question – and thus represents the profile of its actual visitor base).

Among the analyzed chains, Chip City Cookies attracted visitors from the highest-income areas, with a captured market median HHI of $117.3K – $16.0K higher than its potential market median HHI of $101.3K. Crumbl, Crave, Dirty Dough, Chip, and Chip City also drew visitors from higher-income areas relative to their potential market median HHI.

In contrast, Insomnia Cookies was the only chain with a lower median HHI in its captured market relative to its potential market, likely reflecting its positioning as a late-night snack option for college students.

graph showing trade area demographics for leading cookie chains

Suburban Families Favor Cookie Chains

The relatively high-income of cookie consumers may be partially due to the chains’ popularity with suburban segments: According to the Spatial.ai: PersonaLive dataset, almost all the analyzed chains saw a higher share of “Upper Suburban Diverse Families” and “Wealthy Suburban Families” in their captured markets compared to their potential market. Meanwhile, the shares of “Young Urban Singles” and “Young Professionals” were lower across nearly all the analyzed chains’ captured market relative to their potential markets.  

And once again, Insomnia Cookies stood out – the company’s captured market included an outsized share of “Young Professionals” and “Young Urban Singles,” perhaps due to the company's positioning as a late-night college campus favorite.

Taken together, this data suggests that, unless a chain is focused on acquiring a specific audience segment – like Insomnia did when targeting younger, less affluent consumers such as college students – most cookie chains are most likely to thrive in affluent suburban markets. 

graph showing trade area psychographics for major cookie chains

To The Last Crumb

The enjoyment provided by a sweet treat is universal – but will these cookie chains retain their edge as the dessert shop market grows increasingly crowded?

Visit Placer.ai to keep up-to-date with the latest data-driven dining insights. 

Article
Super Saturday 2024 Recap
Super Saturday, one of the busiest shopping days of the year, sees stores bustling with last-minute shoppers searching for gifts and holiday essentials. But how did this year's event measure up – and what trends and surprises emerged? We analyzed the data to find out. 
Lila Margalit
Dec 26, 2024
4 minutes

Super Saturday, one of the busiest shopping days of the year, sees stores bustling with last-minute shoppers searching for gifts and holiday essentials. But how did this year's event measure up – and what trends and surprises emerged? We analyzed the data to find out. 

A Super-Charged Milestone

On December 21st, 2024 retail foot traffic across the U.S. surged by 58.0% compared to the year-to-date daily average – reaffirming Super Saturday’s status as the ultimate day for eleventh-hour gift shopping. And in another sign that holiday season shopping has evolved into a multi-day affair, the pre-Christmas milestone once again outpaced Black Friday, with the shopping momentum extending throughout the weekend. 

Despite this year’s strong performance, 2024’s Super Saturday spike didn’t quite match last year’s extraordinary showing (+74.4% above the 2023 daily average) – a predictable shortfall, given 2023’s unique confluence of circumstances, when Super Saturday coincided with “Christmas Eve Eve” (December 23rd). But with Sunday’s strong consumer turnout this year, and Monday, December 23rd offering even more opportunities for consumers to hit the stores, 2024’s pre-Christmas traffic could well surpass last year’s final tally.

Super Saturday Retail Visits Were Up 58.0% Compared to a YTD Daily Average, Outperforming Black Friday

Coast to Coast

Though Super Saturday outperformed Black Friday nationwide, the resonance of the milestone varied by region. In most of the Midwest – a traditional Black Friday hot spot – as well as Pennsylvania, Delaware, West Virginia, Kentucky, Alabama, and Tennessee, Black Friday drew bigger visit spikes than the Saturday before Christmas. But in the majority of states, including major Pacific and Mountain region markets, Super Saturday visits outpaced the post-Thanksgiving frenzy.

Map showing Super Saturday Retail Visits Outpaced Black Friday's Across Most of the U.S.– But Not in the Midwest

The Department Store Surprise

Diving into specific retail categories shows that Super Saturday’s impact also differed across segments. 

Department stores emerged in 2024 as clear Super Saturday winners, with December 21st visits to the category soaring a remarkable 128.7% compared to an average Saturday this year – up from 119.4% in 2023 and 101.1% in 2022. Recreational & sporting goods, beauty & self care, hobbies, gifts & crafts, clothing, and shopping centers also delivered impressive Super Saturday performances, with relative visit boosts approaching, or in some cases even exceeding those seen last year. 

Superstores, discount & dollar stores, and grocery stores, for their parts – all food-oriented segments that typically see significant visit boosts on the day before Christmas Eve – were especially impacted by last year’s Super Saturday/December 23rd “double whammy”. So unsurprisingly, their Super Saturday visit boosts were noticeably smaller this year. Electronics stores also saw a more moderate Super Saturday boost in 2024, perhaps due to this year’s more extended window for online shopping between Super Saturday and Christmas.

Still, all the analyzed categories saw bigger relative Super Saturday visit peaks than in 2022, when the milestone fell a full week before Christmas (December 17th), leaving shoppers plenty of time to place orders online or hit the stores during the following week.

Visits to Major Retail Categories on Super Saturday '22, '23, and '24 Compared to Previous Saturday Average showed department stores experiencing the largest rise

Brands See YoY Visit Growth 

Indeed, despite competing with last year’s “double whammy”, several department store brands saw significant year-over-year (YoY) Super Saturday visit growth – including Nordstrom (8.8%), Bloomingdales (4.7%), and JCPenney (1.3%). And the fun wasn’t limited to the department store sector: Other important gift-buying destinations, such as Ollie’s Bargain Outlet (7.3%), T.J. Maxx (4.6%), and Five Below (4.2%), also saw substantial YoY foot traffic increases – underscoring retail’s resilience in what remains a challenging environment. 

Visits on Super Saturday 2024 (Dec. 21) Compared to Super Saturday 2023 (Dec. 23) for Leading chains

More Than Just an Encore

While Black Friday remains the traditional kickoff for the holiday shopping frenzy, Super Saturday has carved out a prestigious role of its own. With strong national foot traffic, standout regional performances, and category-specific surprises, it’s clear that Super Saturday is more than just an encore – it’s a headliner in its own right. How will retail foot traffic continue to unfold during the tail end of 2024?

Follow Placer.ai’s data driven retail analyses to find out.

Article
C-Store Visits Well-Positioned For a Strong 2025 
Find out how the c-store category is positioned ahead of 2025 and see which chains are growing throughout the country.
Bracha Arnold
Dec 24, 2024
2 minutes

As prime destinations for everything from ready-made meals to affordable treats, today’s c-stores are a far cry from the pit stops of yesteryear. But how has the segment performed in recent months – and what lies ahead for it in 2025? We dove into the data to find out. 

Segment Strength Through the Years

The c-store segment has undergone a transformation in recent years as many category leaders significantly elevated their food, beverage, and experiential offerings, leaning into growing demand for affordable, convenient groceries and takeaway. Today, convenience stores can often be exciting destinations in their own rights – and eager customers are paying attention.

Analyzing visitation trends to c-stores highlights just how successful this reinvention has been for the category. Monthly c-store visits have surged past the segment’s pre-pandemic baseline, with November 2024 c-store traffic 15.5% higher than in November 2018.

Monthly visits to c-stores compared to a November 2018 baseline shows a growth plateau in 2024

Still, the data also indicates that growth has plateaued – year-over-year (YoY) traffic for the c-store segment has remained relatively flat in 2024, with November 2024 visits down 3.3% YoY. But diving into the individual chains’ visitation patterns reveals that many chains, including Buc-ee’s, Circle K, Kwik Trip, Maverik, and are outperforming the wider segment and continuing to see impressive YoY growth – in large part thanks to aggressive expansions. 

Monthly YoY growth for specific c store chains shows many still seeing postive growth

Nationwide Demand for C-Store Experiences

Looking at the most visited c-store chain in each CBSAs out of the chains analyzed in the graph above reveals that most CBSAs are home to a growing c-store chain. Maverik gets the most visits in the Southwest, while Kwik Trip’s is more popular in the Midwest. Buc-ees has a stronghold on the Dallas-Fort Worth metro area, while Circle K receives traffic all over the country.  This suggests that demand for c-store offerings are growing nationwide – despite the plateauing of category-wide visits – and that c-store brands that can offer consumers innovative products and experiences are well-positioned to continue thriving in 2025 and beyond. 

Map of US CBSAs showing most visited c-store per CBSA

Looking Ahead

C-stores have demonstrated incredible resilience and adaptability, cementing their roles as key destinations for price-conscious shoppers eager to stretch their dollars – without compromising on quality. With regional markets still brimming with opportunities, which chains will lead the way in redefining convenience for 2025?

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

Article
Detroit’s Domestic Migration Resurgence 
Detroit is making a comeback – and location intelligence data can help explain some of the city’s growth. 
Bracha Arnold & Noam Maman
Dec 23, 2024
2 minutes

A decade after declaring bankruptcy, Detroit is coming back to life. The city is experiencing a resurgence that is bringing new energy to its streets – and an increase in the population of the wider CBSA. 

We took a look at some of the data points highlighting the return of the Motor City to better understand what is driving the city’s growth. 

Detroit's Comeback Gains Momentum

Detroit is making a comeback – undergoing a transformation from a depressed city to a viable and exciting place to live and work. Between July 2022 and July 2023, the city’s population grew for the first time in 66 years, likely thanks to economic revitalization efforts, a thriving tech scene, and a newfound “cool factor” driving inbound migration. And looking at more recent numbers for the wider CBSA indicates that the trend is continuing – net migration to the Detroit-Warren-Dearborne CBSA was either neutral or positive every month between January and August 2024. 

This sustained net migration suggests that this growth is not a one-off – Detroit is increasingly becoming a place recognized for the opportunities it offers, economic and otherwise.

graph showing an increase in the monthly net migrated percent of population to the Detroit CBSA

New Residents Coming From Nearby

Diving into the CBSAs feeding Detroit’s domestic migration boom reveals that many of the Motor City’s newest residents are coming from other areas in Michigan. Between May 2023 and May 2024, the top five feeder CBSAs for migration to Detroit were located in the Wolverine State, accounting for over a third (35.4%) of new Detroit residents. The influx of Michiganders into Detroit may mean that Detroit’s new residents come with an already strong regional identity and are invested in continuing to revitalize Detroit. 

The data also reveals that many of Detroit’s new residents came from areas with higher median household incomes (HHI) than the city’s: Around 33.8% of incoming residents came from areas where the median HHI was $100K and up, compared to just 31.6% of Detroit residents in that HHI bracket. The influx of higher-income residents to the area highlights just how well Detroit has reinvented itself, becoming an increasingly desirable destination for wealthier individuals – a positive feedback loop that could continue driving its economic growth. 

Graph describing origins and demographics of inbound domestic migration to Detroit

The Continuous Comeback City

Detroit has been known by many names over the years – Motown, Detroit Rock City, The Paris of the West – and today, it’s earning a new title: the Comeback City. With a positive economic outlook, steady population growth, and a thriving cultural scene, the future looks bright for Detroit.

Stay up to date with the latest data-driven civic insights at Placer.ai.

Article
Chicken Chains Charge Ahead in 2025 
Fried chicken chains like Dave's Hot Chicken and Raising Cane's are some of the most exciting dining segments around. We dove into the visit numbers to see how the segment is faring and highlighted some of the chains making the biggest splash. 
Bracha Arnold
Dec 18, 2024
3 minutes

Chicken restaurants have seen a huge surge in popularity over the past few years, from the epic Chicken Wars of 2021 to the impressive stateside success of international chains. And analyzing recent data indicates that fried chicken concepts are likely to continue as a top growth segment in 2025 as well. 

We dove into the visit numbers to see how the segment is faring and highlighted some of the chains making the biggest splash. 

Fried, Battered, and Crispy

In a dining segment that’s faced its fair share of challenges of late, chicken restaurant chains are standing out. Visits to QSR and fast-casual chicken chains consistently outperformed the wider fast-casual and QSR segments in terms of YoY visits, with the chicken category seeing a 4.3% YoY traffic boost in Q3 2024. 

As diners continue to prioritize convenient and affordable meals in the face of continued economic uncertainty, chicken-centric restaurants – which offer both value and speed – seem well-positioned to continue thriving. 

Q3 and monthly 2024 YoY chicken chain visits compared to quick service and fast casual chains

A Clucking Success

Diving into the visitation data for some of the category’s chicken leaders reveals that many of the bigger names in the game are not only growing their storefleet – they’re also continuing to drive more visits to each location. 

Dave’s Hot Chicken, Raising Cane’s Chicken Fingers, and Church’s Texas Chicken each attract millions of visits to their brick-and-mortar location every month – and traffic is steadily growing thanks to the three chains' expanding footprint. And location analytics reveal that these brands are also seeing strong growth in monthly visits per location – highlighting the impressive demand for fried chicken and showcasing these companies’ ability to grow their consumer base through fleet expansions.  

July - November monthly visits per location compared to 2023 for Dave's Hot Chicken, Raising Cane's and Church's Texas chains all see positive growth

Size Isn’t Everything: Smaller Chains Seeing Fried Chicken Success

Another indication of the fried chicken market’s continued growth potential comes from the success of smaller brands flourishing alongside the category leaders. Chains like Pollo Campero, Urban Bird Hot Chicken, Layne’s Chicken Fingers, and Super Chix may not be competing with industry leaders yet – but their impressive YoY visit growth highlights consumers’ current appetite for fried chicken franchises. 

The four analyzed chains enjoyed strong monthly visits in 2024 relative to 2023, with November 2024 visits elevated between 13.1% and 29.1% YoY.

Whether these smaller chains are fueling their growth by offering an innovative twist on the traditional fried bird or benefiting from homegrown loyalty, the bottom line remains clear. Despite operating in a market that's getting more crowded by the day, there's ample opportunity for new players to throw their feathered caps in the ring.

Smaller fried chicken chains are seeing even larger growth

The Top Of The Pecking Order

The fried chicken segment remains a high-demand category, evidenced by the segment’s strong visit performance over the past year. With fried chicken chains continuing to expand across the country, will they maintain their visit dominance? Or will the cluck stop somewhere?

Visit Placer.ai to stay up-to-date with the latest data-driven dining insights. 

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

The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.

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

A Shifting Landscape

The remote work war is far from over – and as the labor market cools, companies are ramping up efforts to get workers back in the office. But even those employers that are cracking down on WFH aren’t generally insisting that employees come in five days a week – for the most part.

Indeed, a growing consensus seems to posit that though in-person work carries important benefits, plugging in remotely at least part of the time also has its upsides. Nixing the daily commute can put the ever-elusive work/life balance within reach. And there’s evidence to suggest that remote work can enhance productivity – limiting distractions and letting workers lean into their individual biological clocks (so-called “chronoworking”). 

But the precise contours of the new hybrid status-quo are still a work in progress. And to keep up, relevant stakeholders – from employers and workers to municipalities and local businesses – need to keep their fingers on the pulse of how this fast-changing reality is evolving on the ground. 

This white paper dives into the data to explore some of the key trends shaping the office recovery. The analysis is based on Placer.ai’s Nationwide Office Index, which examines foot traffic data from more than 1,000 office buildings across the country. What was the trajectory of the post-COVID office recovery in 2023?  What impact did return-to-office (RTO) mandates have on major cities nationwide, including New York, Dallas, San Francisco, and others? And how has the demographic and psychographic profile of office-goers changed since the pandemic?

Rumors Greatly Exaggerated?

Analyzing office building foot traffic over the past several years suggests that the office recovery story is still very much being written. After plummeting during COVID, nationwide office visits began a slow but steady upward climb in 2021, reaching about 70.0% of January 2019 levels in August 2023. 

Since then, the recovery appears to have stalled – with some observers even proclaiming the death of RTO. But looking back at the office visit trajectory since 2019 shows that the process has been anything but linear, with plenty of jumps, dips, and plateaus along the way. And though office foot traffic tapered somewhat between November 2023 and January 2024, this may be a reflection of holiday work patterns and of January’s unusually cold and stormy weather, rather than of any true reversal of RTO gains. Indeed, if 2024 is anything like last year, office visits may yet experience an additional boost as the year wears on.  

TGIF Vibes

But for now, at least, a full return to pre-COVID work norms doesn’t appear to be in the cards. And like in 2022, last year’s hybrid work week gave off some serious TGIF vibes. 

On Tuesdays, Wednesdays, and Thursdays, office foot traffic was just 33.2% to 35.3% lower than it was pre-COVID. But on Mondays and Fridays, visits were down a whopping 46.0% and 48.9%, respectively. From a Year-over-year (YoY) perspective too, the middle of the week experienced the most pronounced visit recovery, with Tuesday, Wednesday, and Thursday visits up about 27.0% compared to 2022. 

The slower Monday and Friday office recovery may be driven in part by workers seeking to leverage the flexibility of WFH for extended weekend trips. (Indeed, hybrid work even gave rise to a new form of nuptials – the remote-work wedding.) So-called super commuters, many of whom decamped to more remote locales during COVID, may also prefer to concentrate visits mid-week to limit time on the road. And let’s face it – few people would object to easing in and out of the weekend by working in their pajamas. Whatever the motivating factors – and despite employer pushback – the TGIF work week appears poised to remain a fixture of the post-pandemic working world. 

New York and Miami Approach 80.0% Recovery

Analyzing nationwide office visitation patterns can shed important light on evolving work and commuting norms. But to really understand the dynamics of office recovery, it is crucial to zoom in on local trends. RTO in tech-heavy San Francisco doesn’t look the same as it does in New York’s financial districts. And commutes in Dallas are very different than in Chicago or Washington, D.C.

Overall, foot traffic to buildings in Placer.ai’s Nationwide Office Index was down 36.8% in 2023 compared to 2019 – and up 23.6% compared to 2022. But drilling down into the data for seven major markets shows that each one experienced a very different recovery trajectory. 

In New York and Miami, offices drew just 22.5% and 21.9% less visits, respectively, in 2023 than in 2019 – meaning that they recovered nearly 80.0% of their pre-COVID foot traffic. In New York, remote work policy shifts by major employers like Goldman Sachs and JPMorgan appear to have helped set a new tone for the financial sector. And Miami may have benefited from Florida’s early lifting of COVID restrictions in late 2020, as well as from the steady influx of tech companies over the past several years.  

San Francisco, for its part, continued to lag behind the other major cities in 2023, with office building foot traffic still 55.1% below 2019 levels. But on a YoY basis, the northern California hub experienced the greatest visit growth of any analyzed city, indicating that San Francisco’s office recovery is still unfolding.

Financial Sector Helps Drive RTO

To better understand the relationship between employees’ occupational backgrounds and local office recovery trends, we examined the share of Financial, Insurance, and Real Estate sector workers in the captured markets of different cities’ office buildings. (A POI’s captured market is derived by weighting the census block groups (CBGs) in its True Trade Area according to the share of actual visits from each CBG – thus providing a snapshot of the people that actually visit the POI in practice). We then compared this metric to each city’s year-over-four-year (Yo4Y) office visit gap.

The analysis suggests that the finance sector has indeed been an important driver of office recovery. Generally speaking, cities with greater shares of employees from this sector tended to experience greater office recovery than other urban centers. And for New York City in particular, the dominance of the finance industry may go some way towards explaining the city’s emergence as an RTO leader. 

Edging Towards Normalcy

Regional differences notwithstanding, office foot traffic has yet to rebound to pre-COVID levels in any major U.S. market. But counting visits only tells part of the RTO story. Stakeholders seeking to adapt to the new normal also need to understand the evolving characteristics of the in-office crowd. Are office-goers more or less affluent than they were four years ago? And is there a difference in the employee age breakdown?

To explore the evolution of the demographic and psychographic attributes of office-goers since COVID, we analyzed the captured markets of buildings included in the Placer.ai Office Indexes with data from STI (Popstats) and Spatial.ai (PersonaLive). And strikingly, despite stubborn Yo4Y office visit gaps, the profiles of last year’s office visitors largely resembled what they were before COVID – with some marked shifts. This may serve as a further indication that 2023 brought us closer to an emerging new normal.

Rebounding Income Levels – With Regional Variation

The median household income (HHI) of the Office Indexes fell during COVID. But by 2022, the median HHI in the trade areas of the Office Indexes was climbing back nationwide in all cities analyzed, and fell just 0.6% short of 2019 levels in 2023. And in some cities, including San Francisco and Dallas, the median HHI of office-goers is higher now than it was pre-pandemic. 

Better-paid, and more experienced employees often have more access to remote and hybrid work opportunities – and at the height of the pandemic, it was these workers that disproportionately stayed home. But as COVID receded, many of them came back to the office. Now, even if high-income workers – like many other employees – are coming in less frequently, their share of office visitors has very nearly bounced back to what it was before COVID.

Younger Employees Lean In to In-Person Work

Who are the affluent employees driving the median HHI back up? Foot traffic data suggests that much of the HHI rebound may be fueled by “Educated Urbanites” – a segment defined by Spatial.ai PersonaLive as affluent, educated singles between the ages of 24 and 35 living in urban areas. 

For younger employees in particular, fully remote work can come at a significant cost. A lot of learning takes place at the water cooler – and informal interactions with more experienced colleagues can be critical for professional development. Out of sight can also equal out of mind, making it more difficult for younger workers that don’t develop personal bonds with their co-workers and to potentially take other steps to advance their careers. 

Analyzing the trade areas of offices across major markets shows that – while parents were somewhat less likely to visit office buildings in 2023 than in 2019 – affluent young professionals are making in-person attendance a priority. Indeed, in 2023, the share of “Educated Urbanites” in offices’ captured markets exceeded pre-COVID levels in most analyzed cities – although the share of this segment still varied between regions, as did the magnitude of the shift over time. 

Miami and Dallas, both of which feature relatively small shares of this demographic, saw more dramatic increases relative to their 2019 baselines – but smaller jumps in absolute terms. On the other end of the spectrum lay San Francisco, where the share of “Educated Urbanites” jumped from 47.8% in 2019 to a remarkable 50.0% in 2023. New York office buildings, for their parts, saw the share of this segment rise from 28.8% in 2019 to 31.0% in 2023.

Affluent Gen Xers Lead by Example

Other segments’ RTO patterns seem a little more mixed. The share of “Ultra Wealthy Families” – a segment consisting of affluent Gen Xers between the ages of 45 and 54 – is still slightly below pre-COVID levels on a nationwide basis. In 2023, this segment made up 13.0% of the Nationwide Office Index’s captured market – down slightly from 13.3% in 2019. In New York and San Francisco, for example – both of which saw the share of “Educated Urbanites” exceed pre-COVID levels last year – the share of “Ultra Wealthy Families” remained lower in 2023 than in 2019. At the same time, some cities’ Office Indexes, such as Miami, Dallas, and Los Angeles, have seen the share of this segment grow Yo4Y. 

Workers belonging to this demographic tend to be more established in their careers, and may be less likely to be caring for small children. Well-to-do Gen Xers may also be more likely to be executives, called back to the office to lead by example. But employees belonging to this segment may consider the return to in-person work to be a choice rather than a necessity, which could explain this cohort’s more varied pace of RTO.

Negotiations Still Underway

COVID supercharged the WFH revolution, upending traditional commuting patterns and offering employees and companies alike a taste of the advantages of a more flexible approach to work. But as employers and workers seek to negotiate the right balance between at-home and in-person work, the office landscape remains very much in flux. And by keeping abreast of nationwide and regional foot traffic trends – as well as the shifting demographic and psychographic characteristics of today’s office-goers – stakeholders can adapt to this fast-changing reality.

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

Overview of Categories: Q4 2023 and Yearly Review

Last year ended on a high note for many retailers, with cooling inflation and rebounding consumer confidence contributing to a robust holiday season. Still, 2023 was a year of headwinds for the sector, as consumers traded down and cut back on unnecessary indulgences. 

In the midst of these challenges, some segments thrived. Continued prioritization of health and wellness by consumers drove strong visit growth for the Fitness and Beauty & Self Care segments – which emerged as 2023 winners and enjoyed positive foot traffic growth in Q4. At the same time, price consciousness drove foot traffic to Discount & Dollar Stores and Superstores, both of which made inroads into the affordable grocery space during the year. 

The Grocery category, too, saw a 4.3% jump in visits last year compared to 2022, as well as a slight uptick in Q4 visits. And even the discretionary Dining sector held its own, with a 2.1% year-over-year (YoY) annual increase in foot traffic, and a Q4 quarterly visit gap of just 1.8%.

Fitness: Not Just for New Year’s Resolutions Anymore

Fitness had a particularly strong 2023, buoyed by consumers’ sustained interest in self-care and wellness. Since the pandemic, gym memberships have graduated from a discretionary expense to something of a necessity – an important investment in health and wellbeing. The category has also likely continued to benefit from the post-COVID craving for experiences

And quarterly data shows that the Fitness segment is positively flourishing. Throughout most of Q4 2023, Fitness venues experienced YoY weekly visit growth ranging from 8.8% to 12.2%. (The unusual visit spike and dip during the last two weeks of the quarter are due to calendar discrepancies: The week of December 18th, 2023 is being compared to the week of December 19th, 2022, which included Christmas Day – while the week of December 25th, 2023 is being compared to the week of December 26th, 2022, which did not). 

Budget and Premium Fitness on the Rise

Drilling down into the data for several leading fitness chains shows that there’s plenty of success to go around. Crunch Fitness – ranked by Entrepreneur as 2024’s top fitness franchise – led the pack with a remarkable 28.2% YoY annual increase in visits, partly fueled by the steady expansion of its fleet. And while other value gyms like Planet Fitness also saw robust visit growth, the boost wasn’t limited to budget options. Given the Fitness sector’s already-impressive 2022 performance, the category’s strong YoY showing is especially noteworthy.

Beauty & Self Care: Wellness-Driven Success

Beauty & Self Care was another category to benefit from 2023’s obsession with wellness – as well as the “lipstick effect”, which sees consumers treating themselves to fun, affordable luxuries when money’s tight. Driven in part by the evolving preferences of Gen Z consumers, cosmetics leaders have embraced wellness-focused approaches to cosmetics that prioritize self-care and self-expression. This strategy continues to prove successful: Throughout Q4 2023, Beauty & Self Care chains saw steady YoY weekly visit growth, especially in November and early December – perhaps highlighting Beauty’s growing role in the holiday shopping frenzy. 

Ulta Beauty Stays Ahead of the Pack

One brand leading the cosmetics pack in 2023 was Ulta Beauty – which drew growing crowds with its diverse product selection. Everybody loves makeup, and Ulta makes sure to have something for everyone – from discount fare to more upscale products. Buff City Soap, which now pairs its signature offerings with experiential vibes at some 270 locations across 33 states, also experienced YoY annual visit growth of 14.7%. And Bath & Body Works, which made the Wall Street Journal’s list of best-managed companies for 2023, also saw visit strength, with an overall increase in annual foot traffic, even as Q4 visits saw a slight decline. 

Discount & Dollar Stores: Entering the Mainstream

If wellness was a key retail buzzword in 2023, value was an equally discussed topic. And Discount & Dollar Stores – ideal destinations for cash-strapped consumers seeking bargain merchandise – made the most of this opportunity. Shoppers frequented these chains year-round for everything from groceries to home goods, propelling the category firmly into the mainstream

And in Q4 2023, shoppers flocked to discount chains in droves to snag food items, stocking stuffers, and other holiday fare – fueling near-uniform positive YoY foot traffic growth throughout the quarter. The week of October 30th seems to have kicked off the Discount & Dollar holiday shopping season, perhaps showcasing the segment’s growing role as a Halloween candy and costume hotspot.

Five Below Above the Rest

Every discount chain is somewhat different – and the success of the various Discount & Dollar chains can be attributed to a range of factors. Dollar Tree and Dollar General likely benefited from the broadening and diversification of their grocery selections – while Ollie’s (“Get Good Stuff Cheap!”) solidified its position as a place to find relatively upscale items at a bargain. All three chains – and particularly Dollar General and Ollie’s – also grew their footprints over the past year. Family Dollar (also owned by Dollar Tree) also came out ahead on an annual basis – despite the comparison to a strong 2022. 

Of all the Discount & Dollar chains, Five Below saw the biggest surge in foot traffic, partly as a result of its increasing store count. But the retailer’s offerings – affordable toys, party supplies, and other fun splurges – also appear to have been tailor-made for 2023’s retail vibe. 

Superstores: Capturing the Crowds

During the fourth quarter of the year, Superstores saw a slight YoY increase in visits – including during the all-important week of Black Friday, beginning on November 20th. (This week was compared with the week of November 21st, 2022, which also included Black Friday). Like Discount & Dollar chains, Superstores saw an appreciable YoY visit uptick during the week of Halloween. 

Members Only, Please

On an annual basis, Superstore mainstays Walmart and Target experienced visit increases of 2.8% and 4.7%, respectively. But while all the major category players enjoyed a successful year, membership warehouse chains’ YoY visit numbers were especially strong. As perfect venues for mission-driven shopping expeditions, Costco, Sam’s Club, and BJ’s likely drew shoppers eager to load up on both inexpensive gifts and essentials. 

Grocery Stores: Holding Onto Gains

The traditional Grocery sector also held its own during Q4 2023. Notably, grocery stores saw positive visit growth for most weeks of November and December, a period encompassing the critical Turkey Wednesday milestone – no small feat given the disruptions experienced by the category. 

Value Grocers Lead the Way

Unsurprisingly, it was discount grocery chains that saw some of the greatest YoY visit growth, as shoppers – including higher-income segments – sought to counter inflation with lower-priced food-at-home alternatives. Whether through opportunistic buying models, private label merchandising, or no-frills customer experiences, value supermarkets proved once again that even quality specialty items don’t have to carry high price tags.

Dining: Staying the Course

Eating out can be expensive – and when money’s tight, restaurants and other discretionary categories are often first to feel the crunch. But the Dining category seems to have emerged from 2023 relatively unscathed, with overall yearly visits up 2.1% compared to 2022 despite the modest YoY weekly visit gaps in Q4 2023. And given the myriad challenges out-of-home eateries had to contend with in 2023 – from inflation to labor shortages – even the minor weekly gaps are quite an attainment. (As noted, the last two weeks of the quarter reflect calendar discrepancies).  

Success Across Dining Sub-Categories

Foot traffic data shows that dining success could be found across sub-categories. Wingstop, Shake Shack, and Jersey Mike’s Subs rocked Fast Casual and QSR, with annual YoY visit growth ranging from 11.8% to 20.3%, partly fueled by the chains’ growing footprints. Full-Service Restaurants also had their bright spots, including all-you-can-eat buffet star Golden Corral and two steak venues: Texas Roadhouse and LongHorn Steakhouse. 

And in the Coffee, Breakfast, and Bakeries space, Playa Bowls led the charge. The superfruit bowl chain’s affordable, wellness-oriented treats seem to have been created with 2023 in mind – and during the year Playa Bowls expanded its fleet while also seeing double-digit increases in comparable store sales. Steadily expanding Biggby Coffee and Dutch Bros. Coffee also saw significant YoY foot traffic growth. 

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

The State Of Retail 

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

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

1. New Balance: From Dad To Dapper

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

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

2. Harbor Freight Tools: A Wide Reach 

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

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

3. Winmark: Poppin’ Tags

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

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

4. HomeGoods: Hunting For Deals

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

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

5. Bealls: Rural Expansion

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

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

6. Ollie’s Bargain Outlet: Built To Last

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

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

7. Trader Joe’s: Young And Hungry

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

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

8. Foxtrot Market: The C-Store Connoisseur

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

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

9. Jersey Mike’s: Suburban Style

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

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

10. Playa Bowl: Surf’s Up

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

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

Starting The New Year Strong

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

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