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Year-over-year (YoY) visit performance for RBI chains was mixed in Q4 2025. Burger King (0.7%) and Popeyes (-0.5%) had nearly flat foot traffic, while Firehouse Subs (3.9%) had more significant growth. Meanwhile, Tim Hortons (-4.5%) experienced a significant visit gap.
Foot traffic trends across RBI brands in Q4 2025 reveal a divide in chain performance. Burger King and Firehouse Subs were the primary drivers of domestic visit growth, while Popeyes and Tim Hortons experienced softer traffic patterns.
As the monthly visit graph below shows, Burger King’s Q4 2025 momentum came mostly in December 2025, coinciding with the brand’s limited-time SpongeBob Movie Menu and its 13 Days of Deals promotion. Meanwhile, Firehouse Subs sustained visit growth throughout Q4 2025, supported by continued expansion of its store footprint.
Popeyes visits and same-store visits tracked closely and remained largely flat in Q4 2025, pointing to continued challenges for the brand. RBI has emphasized long-term operational improvements and a renewed focus on core menu items as key levers for improving Popeyes’ performance, and while the impact of these initiatives has yet to materialize in the visit data, they could begin to support meaningful growth in 2026.
Domestic traffic to Tim Hortons – a relatively small chain in the U.S. coffee space – lagged significantly in Q4 2025. However, RBI has signaled ambitions to replicate the brand’s international success domestically, leveraging a robust promotional calendar and an accelerated expansion strategy that could help lift brand awareness and strengthen consumer loyalty over time.
What’s next for these brands in 2026? Visit Placer.ai/anchor to find out.
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.

I grew up playing soccer and have great World Cup memories growing up near the Rose Bowl.
In 1994, the US hosted the men’s World Cup, marking the first time the country had ever hosted a World Cup – men's or women's. We tied our first game against Switzerland, and the second game was against Columbia at the Rose Bowl. I went to that game! Valderama was at his peak, and it seemed one in five fans wore a big yellow wig. The US went on to win that game – our first win ever on home soil. The party that ensued was madness. Seemingly, the whole stadium paraded to Old Town Pasadena after the game, basking in the upset. Old Town had not expected tens of thousands of soccer fans to descend upon them.
But something even greater happened in 1999. The Rose Bowl hosted another epic game, this time between the US and China in the Women’s World Cup finals. The game went into overtime, and then penalties, where we finally won. The image of Brandi Chastain after her game-winning penalty is one of my favorite images of all time.
This year’s World Cup will be played across stadiums nationwide – and although none of these venues include the Rose Bowl, new memories will still be made for fans new and old.
Eight tournament matches, including the final, will be held at MetLife Stadium in New Jersey, which already hosted a World Cup-like audience during the 2025 FIFA Club World Cup. Analyzing the demographics and consumer preferences of fans at that event can provide a strong preview of who will fill the stands in 2026 – and how marketers can capitalize on the opportunity.
So if you are a brand that wants to tap into this experience, here are a few things you can do to help get as close to the action as possible.
Comparing the FIFA Club World Cup Final (July 13, 2025) to other high-profile sporting events held at MetLife Stadium reveals that the soccer match attracted a higher share of Millennials and Gen X attendees than high-profile NFL and NHL events at the same venue. Meanwhile, the NFL and NHL events skewed more heavily toward both older generations and Gen Z.
Takeaway: Global soccer events such as the FIFA World Cup may be especially effective for brands targeting Millennial and Gen X consumers at major U.S. venues.
Diving deeper into the differences between FIFA Club World Cup attendees compared to NHL and NFL fans at MetLife Stadium shows that FIFA Club World Cup Final Attendees tended to travel to the match from further away. The data also shows that MetLife visitors during the FIFA Club World Cup were more likely to take advantage of their trip to MetLife to visit the nearby American Dream Mall compared to NHL or NFL fans.
Takeaway: Global soccer events drive stronger destination-style behavior, creating meaningful spillover for nearby retail and entertainment destinations – and expanded opportunity for brands beyond game day itself.
Compared to NFL and NHL audiences, FIFA Club World Cup Final attendees showed distinct food and beverage preferences. In terms of food choices, soccer fans tended to have a strong preference for Asian cuisine and a slightly higher-than-average affinity for Italian food. On the beverage front, FIFA Club World Cup guests showed lower relative interest in craft beer and higher interest in at-home craft coffee compared to the NFL or NHL game-day crowds.
Takeaway: Soccer fans’ psychographic profiles point to opportunities for non-traditional, globally inspired food and beverage concepts around major soccer events.
One of my favorite learnings from being around brands my entire professional life is that fans are diehard. Fans go to extraordinary lengths to get access to experiences and content that they love. If you are a brand that is somehow lucky enough to be part of the experience, you are etched positively in memory. But if you try to force yourself into the experience and aren’t authentic, consumers will punish you for it.
The World Cup is a global event, but it’s not for everyone. By leveraging AI-powered location analytics, you can see who attends these types of events, how far they travel, where they stay, where they eat – and maybe most importantly, what they do when they are not at the game.

Our recent analysis highlighted Dutch Bros’ push to capture a greater share of morning-daypart visits alongside its aggressive expansion strategy. Now, we’ll dive deeper into the connection between these two aspects of Dutch Bros’ strategy. Using an AI-powered analysis of visitor behavior we’ll explore how Dutch Bros’ play for the morning commuter could help foster brand recognition and loyalty in new markets, driving success as the chain grows its footprint.
Dutch Bros saw consistently positive visit growth in 2025, largely driven by rapid unit expansion, while the chain’s elevated same-store visits indicate strong demand as it entered new markets. The brand’s particularly robust end-of-year momentum may also be linked to its holiday season promotions.
As Dutch Bros grows its footprint, its visitor’s journeys appear consistent with a brand yet to cement itself as part of morning coffee and breakfast routines in new geographies.
In 2025, fewer Dutch Bros visitors came from home immediately before visiting the chain or continued to work immediately after visiting, compared to 2024. This shift may reflect consumers who are encountering the chain more organically as it opens in their area – with curiosity and novelty fueling irregular visits rather than visitation being part of an established routine or commute.
Perhaps morning commuters, the kind Dutch Bros hopes to attract with its aforementioned breakfast strategy, could be the key to turning discovery into loyalty among consumers in new markets.
Viewed together, two facets of Dutch Bros’ growth plan – expansion and morning commuter visits – appear highly complementary; expanded breakfast offerings could potentially facilitate the transition from unfamiliar brand to habitual pit stop as the chain grows its footprint.
What will Dutch Bros’ visit patterns reveal about its growth in the months ahead? Visit Placer.ai/anchor to find out.
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.

Fleming’s Prime Steakhouse & Wine Bar – Bloomin’s most upscale concept – posted year-over-year visit growth in Q4 2025, while elevated-casual chain Bonefish Grill also sustained traffic gains. Both brands draw disproportionately from higher-income trade areas: Bonefish and Fleming’s captured market median household incomes are $88.0K and $102.6K, respectively, compared with a nationwide median of $79.6K, according to STI: Popstats 2024.
By contrast, Outback Steakhouse saw largely flat traffic in Q4 2025, while Carrabba’s Italian Grill recorded a 3.7% year-over-year decline in visits. These brands attract diners from trade areas with median household incomes closer to the national average – $79.7K for Outback and $82.9K for Carrabba’s.
The traffic trends combined with the trade-area income patterns suggest Bloomin’s brand performance mirrors broader industry dynamics. As consumers remain selective with discretionary spending – particularly on dining out – traffic is increasingly concentrated among higher-end destinations offering a clear “value-plus-experience” proposition or casual chains with a well-defined value proposition. Meanwhile, undifferentiated casual dining brands continue to lag.
Against this backdrop, Outback Steakhouse’s flat to slightly negative same-store traffic through much of H2 2025 reflects its positioning within the more challenged segment of casual dining rather than a lack of strategic focus. Management has outlined plans to sharpen the Outback's value proposition through improvements in food quality, guest experience, and operational consistency – steps designed to better position Outback with diners seeking greater value and differentiation in 2026.
Taken month by month, the data suggest that Bloomin’ Brands’ higher-end concepts benefited from both stronger underlying demand and greater flexibility in capturing discretionary spend. Meanwhile core casual brands remained more exposed to year-end pressure.
Bonefish Grill’s same-store traffic showed episodic strength – most notably in October – indicating periods of solid unit-level demand even as momentum softened into the holidays. Fleming’s Prime Steakhouse & Wine Bar, by contrast, delivered its strongest gains on an overall traffic basis, pointing to system-level growth and traffic concentration that helped offset more uneven same-store performance.
Meanwhile, Outback Steakhouse and Carrabba’s Italian Grill saw declines deepen into December across both metrics. This dip underscores the heightened vulnerability of traditional casual dining concepts during the holiday season, when increased competition for discretionary spending tends to pressure lower-differentiated dining occasions.
Looking ahead to 2026, Bloomin’ Brands appears positioned to benefit as stabilizing consumer conditions intersect with ongoing brand-level investments. With higher-end concepts demonstrating resilience and Outback’s repositioning efforts underway, the portfolio is better aligned to capture both experience-driven and value-oriented dining demand.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

What should restaurant operators expect in 2026? Like much of the consumer sector, 2025 was an up-and-down year for the industry. The year started out on a strong note, but visitation trends quickly turned volatile amid uncertainty over tariff news and broader macroeconomic uncertainty. With the threat of higher prices, it’s no surprise that consumers became hyper price sensitive as the year progressed, resulting in a clear bifurcation in trends among diners.
On one hand, affluent consumers – who generally take their spending cues from the health of the stock and housing market – continued to visit more upscale and fine dining chains. Meanwhile, lower and middle income consumers pulled back from QSR and fast casual restaurant chains that they perceived as expensive. This set up a challenging development for many restaurant operators, as consumers traded out of traditionally lower-priced restaurant channels for substitutes across other food retailers. This trend continued for much of the year until McDonald’s and others introduced more value-oriented promotions with pop-culture tie-ins (which we discussed here).
Heading into 2026, where does the restaurant category stand? We’ve highlighted three key trends that restaurant operators, executives, and investors should consider.
As mentioned above, traditionally lower-priced restaurant channels generally had a challenging 2025 headlined by increased competition with other food retailers like value grocers like Trader Joe’s and Aldi, food-forward convenience stores like Wawa, Sheetz, Buc-ee’s, and Casey’s, and warehouse clubs like Costco and Sam’s Club (which have increasingly attracted younger visitors in recent years). In fact, our data suggests a substantial increase in the percentage of QSR visitors also visiting Aldi – and while some of the increase may be attributed to Aldi's expansion, the rise in cross-visitation trends also underscores this competitive encroachment.
While certain players like Taco Bell were able to hold their ground against other food retail competitors, others – like McDonald’s – needed the boost from special promotions like the launch of its Extra Value Meal in September 2025 to win back value-focused consumers.
We’ve already covered some of the key ways that QSR chains plan to wield promotional strategies in 2026, including a focus on freebies, pop-culture tie-ins, sequencing, and storytelling. We’re already seeing some evidence of this with Taco Bell’s Luxe Value Menu featuring 10 menu items priced at $3 or less. However, with several key events taking place in 2026, including the Winter Olympics and World Cup, there will be more opportunities for QSR chains to amplify their value messaging. We may not quite see the return of the Value Wars of 2024 given ongoing input cost inflation pressures, but given the success that McDonald’s and Taco Bell have seen, it’s apparent that value messaging will be critical in 2026.
As macroeconomic and inflationary uncertainty increased throughout 2025, restaurants’ primary competition shifted from other chains to alternative food retail channels, including value grocers, convenience stores, warehouse clubs, and dollar stores. Chipotle CEO Scott Boatwright noted this trend on the company’s Q3 2025 earnings conference call as well. While Chipotle noted pressure among customers under $100K in household income from July-September, our data also indicated a major shift in the behavior of fast casual restaurant consumers in trade areas between $100-$125K for much of the second half of 2025.
Where did these consumers go? Like for QSR chains, we believe visits were impacted by a combination of factors – including a shift to differentiated food retailers like Trader Joe’s. Below, we see the percentage of fast casual visitors that also visited Trader Joe’s has increased significantly over the past five years. Like for Aldi, some of this can be attributed to Trader Joe’s expansion plans, but we believe that some visitors have chosen to substitute some fast casual lunch visits for value grocers.
After years of outperforming the industry, these high-growth brands face a "convenience plateau." The price gap between fast-casual and casual dining narrowed to the point where consumers began questioning the value of a $16 bowl eaten at a counter versus a $20 sit-down meal. To win back these consumers in 2026, fast-casual brands must reinvest in the physical experience. This means moving away from "ghost kitchen" vibes and back toward inviting dining rooms, while simultaneously fixing the "mobile order friction" that has made many store lobbies feel chaotic and impersonal.
Both QSR and fast casual chains looking to win back middle-income visitors who have traded down to at-home dining will need to move beyond the $5 value meal. The winners in 2025 realized that value is a calculation of price combined with innovation. McDonald’s "Grinch Meal" and various "limited-time" spicy chicken iterations proved that consumers are willing to spend if the product feels like a unique event. In 2026, restaurants must continue this trend, using "innovation-led value" to justify the discretionary spend of a household that is increasingly selective.
One of the standout stories of 2025 was the continued strength of casual dining giants like Chili’s. Building on the momentum gained in 2024 with the "Big Smasher" burger and clear value messaging (like the "3 for Me" deal), Chili’s didn't just win new customers – it kept them. Data shows that same-store visits to Chili's were up every month of 2025 despite the tough comparison to an already strong 2024.
Observing Chili's successful resurrection through its aggressive "3 for Me" platform and direct antagonism toward fast-food pricing, rivals like Applebee's and Red Robin are frantically adopting the same playbook to win back budget-conscious diners. These chains have largely abandoned complex culinary innovations in favor of simplifying operations and launching hard-hitting tiered meal deals – often priced between $10 and $12 – designed to explicitly undercut the rising cost of a "Big Mac" combo.
By pivoting their marketing to highlight that a sit-down meal with unlimited sides now costs less than a drive-thru visit, competitors are validating Chili's core thesis: the new battleground for casual dining isn't service or ambiance, but proving they are the superior economic alternative to the quick-service sector.
Ultimately, 2026 will be defined by precision rather than broad-stroke expansion. The 'rising tide' era of post-pandemic growth is over; simply opening doors in high-growth Sunbelt markets or offering a generic discount is no longer enough to guarantee traffic. To succeed in this increasingly saturated and price-sensitive environment, operators must execute a delicate balancing act: aggressively defending their value proposition to fight off grocery competitors, while simultaneously reinvesting in the in-store experience to justify the visit. Whether it is through the tactical 'sequencing' of limited-time offers, the aggressive tiered pricing of casual dining, or the revitalization of physical dining rooms, the winners of 2026 will be the brands that give consumers a distinct, irrefutable reason to choose dining out over staying in.
For more data-driven dining 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. grocery sector is increasingly polarized. Traffic and growth are concentrating at the far ends of the quality-savings spectrum, where retailers with clear, disciplined value propositions are pulling ahead. Meanwhile, grocers that sit in the middle – or only weakly signal what they stand for – are struggling to keep pace.
This analysis builds on the insights from dunnhumby's U.S. Retailer Preference Index (RPI) for Grocery.
As the chart below illustrates, visit growth is diverging significantly across grocery formats, with success concentrated at both ends of the quality-price spectrum.
Savings-first retailers such as Aldi have been thriving consistently since 2023, with year-over-year (YoY) traffic growth generally outpacing that of the wider grocery category. Quality-first non-conventional chains like Sprouts Farmers Market have also done well, particularly in 2025 – though their performance lagged behind savings-first chains for much of 2023 and 2024.
But arguably the most consistently impressive performers – with slightly lower YoY growth most months but less volatility over time – have been the so-called “Unicorns”, including chains such as Trader Joe’s and H-E-B that defy grocery’s traditional quality-price tradeoff through extreme focus. By limiting assortments or going all-in on specific geographic areas, these retailers funnel profits back into innovation within their core missions, inspiring deep customer loyalty and creating a virtuous cycle that steadily improves the quality-savings equation.
Middle-of-the-road chains, by contrast, have consistently trailed the pack, struggling to gain traction in a market that increasingly rewards clear, decisive positioning.
But not every chain can be a Unicorn – hence the moniker. And between savings-first and quality-first chains, several indicators (beyond their more consistent YoY growth) suggest that savings-first grocers may be better positioned for long-term growth.
One such signal comes from cross-shopping behavior. In 2025, the share of visitors to Grocery Outlet Bargain Market who visited another grocery store either immediately before or after their trip declined YoY – indicating that more shoppers are treating the savings-first retailer as a primary grocery destination rather than a secondary or fill-in stop. A similar pattern emerged at Unicorn Trader Joe’s.
Quality-first chain Natural Grocers, by contrast, saw a higher and growing share of visitors arriving from another grocery store or heading to one directly afterward, suggesting it is more often part of a multi-stop shopping pattern rather than the first or only trip. As value-oriented chains become more complete grocery solutions, they are capturing a growing share of intentional, first-stop visits, reinforcing their role as everyday essentials rather than complementary alternatives.
Another indication of savings-first retailers’ special growth potential is the rising affluence of their customer base.
While savings-first grocery stores have not yet reached Unicorn status, their assortments have moved well beyond bare-bones essentials, and they are no longer fully trading quality for value. Expanded private-label offerings, improved fresh selections, and tighter SKU curation increasingly emphasize quality alongside cost. And as perceived quality gaps have narrowed, median household income in these retailers’ trade areas has increased – rising from $72.5K in 2022 to $73.1K in 2025. This shift suggests savings-first grocery chains are gaining access to higher-income shoppers who once defaulted to premium formats, expanding both their addressable market and runway for growth.
By contrast, quality-first grocery chains, which serve the most affluent consumers, have seen median household income in their trade areas fluctuate in recent years – rising between 2022 and 2023 before declining thereafter. While this softening could indicate some broadening of their customer base, these formats are built around narrowly defined, premium missions, which may limit the extent to which such broadening can translate into scalable growth. As a result, their path to expansion may be more constrained than savings-first retailers’ upward reach.
As price sensitivity rises and perceived quality differences narrow, the retailers winning today are those with the clearest answers to a simple question: Why shop here instead of anywhere else? And in today’s market, being essential beats being special – unless you can convincingly be both.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

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

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

New year, new retail opportunities. And though 2023 is firmly in the rearview mirror, the economic headwinds that characterized much of the year have yet to fully dissipate. But every challenge also brings with it new opportunities, and many retailers are adapting to meet their customers' changing wants and needs.
This white paper analyzes location intelligence for 10 brands poised to succeed in 2024. Some, like low-cost apparel and home furnishing stores, are benefitting from consumer trade-down. Others are expanding into rural or suburban areas to meet customers where they are. Read on for some of 2024’s retail winners.
Until around four years ago, New Balance sneakers were commonly seen on the feet of suburban dads – not exactly a recipe for high fashion. But all that began to change in 2019 when the company began collaborating with Teddy Santis, who eventually became New Balance’s creative director. Since then, the brand’s popularity has surged among Gen Z and X and is now one of the fastest-growing sneaker companies in the industry, despite the increasing competition in sneaker space. In 2023, foot traffic to New Balance stores grew 3.3% year-over-year (YoY) and the brand has firmly established itself as ultimate retro cool.
Diving into the demographics of New Balance stores’ captured market trade area reveals the success of the chain’s rebranding. In 2023, New Balance’s trade area included larger shares of “Ultra Wealthy Families,” “Young Professionals,” and “Educated Urbanites” than the average shoe store’s trade area – highlighting New Balance’s successful reinvention as a brand for the young and hip.
The home improvement space is dominated by Lowe’s and Home Depot – but Harbor Freight Tools is quickly making a name for itself as a go-to destination for affordable tools and supplies.
Over the past few years, Harbor Freight Tools has expanded rapidly, with many of its new stores opening in smaller towns and cities. And the expansion appears to be paying off, with visits up YoY during every month of 2023. And although the chain is now operating with a significantly larger store fleet, the average number of visits per venue has generally increased – indicating that the company is expanding into markets where it is meeting a ready demand.
Over a decade after Mackelmore dropped his smash hit “Thrift Shop” in 2012, second-hand stores are still enjoying their time in the limelight. Shoppers, driven by a desire to reduce waste, find unique styles, and to save a few dollars at the till, continue to flock to thrift stores. And Winmark Corporation, which operates five secondhand goods chains – including apparel brands Plato’s Closet (young adult clothes), Once Upon a Child (children's clothes and toys), and Style Encore (women's clothing) – has benefited from the strong demand. Visits to the three Winmark clothing banners increased an average of 5.3% YoY in 2023.
The median household income (HHI) in the trade areas of Winmark’s apparel chains tends to be lower than the median HHI in the wider apparel category – so budget-conscious consumers are driving at least some of the company’s growth. With more consumers looking for ways to cut back on spending in 2024, the demand for second-hand clothes is expected to grow even further – and Winmark is likely to continue reaping the benefits.
HomeGoods, a treasure hunter's dream, is the discount home furnishing retailer owned by off-price retail giant TJX Companies. The chain, which operates over 900 brick-and-mortar stores, recently closed its e-commerce platform to focus on its physical locations – where foot traffic grew 6.0% between 2023 and 2022.
HomeGoods carries kitchen and home decor items along with furniture, and may be benefiting from the relative strength of the houseware segment, driven in part by an increase in at-home entertainment. And in a surprising twist, this low-cost retailer attracts more affluent visitors than visitors to the home furnishing segment overall. The median household income (HHI) in HomeGoods’ trade area stood at $84.7K/year compared to a $78.5K median HHI in the trade area of the average home furnishing chain. As economic uncertainty and the resumption of student loan payments impact consumers, wealthier shoppers seeking a budget-friendly home refresh are likely to continue choosing HomeGoods over pricier alternatives.
Florida-based Bealls, Inc., which got its start as a small town five-and-dime in 1915 in Bradenton, Florida, now operates over 600 stores across the country. The company, which saw an impressive 9.0% YoY increase in visits in 2023, recently consolidated its two largest banners – Burkes Outlet and Bealls Outlet – under the Bealls name.
One reason for Bealls’ success could be its appeal to rural consumers. Over the past five years, the share of households falling into Spatial.ai: PersonaLive’s “Rural Average Income” segment has steadily increased, growing from 12.6% in 2019 to 15.1% in 2023. With rural shoppers continuing to command ever-more attention from retailers, the increase in visits from this segment bodes well for Bealls in 2024.
Ollie’s Bargain Outlet was built for this economy. The chain saw a 13.0% YoY increase in visits in 2023, thanks in part to its popularity among a wide array of budget-conscious consumers. Ollie’s has found success with rural shoppers while maintaining its appeal among value-oriented suburban segments – and the chain’s diverse audience base seems to be setting it apart from other discount retailers.
A closer look at the chain’s captured market data, layered with the Spatial.ai: Personalive dataset, reveals that Ollie’s trade area includes larger shares of the “Blue Collar Suburbs” and “Suburban Boomer” segments when compared to the wider Discount & Dollar Stores category. As the chain plots its expansion, focusing on suburban and rural areas may help Ollie’s meet its customers where they are.
Trader Joe’s has managed to do what few stores can. The company does not invest in marketing, has no online shopping options, and loyalty programs? Forget about it. But despite this unusual approach to running a business, the California native has enjoyed consistent success over the years, with a 12.4% YoY increase in visits in 2023.
Trader Joe’s is particularly popular among younger shoppers, perhaps thanks to the company’s focus on sustainability and social responsibility – as well as its famously low prices. Analyzing the chain’s trade area using the AGS: Panorama dataset reveals that Trader Joe’s attracts more “Emerging Leaders” and “Young Coastal Technocrats” (segments that describe highly educated young professionals) than the average grocery chain. With Gen Z particularly concerned about putting their money where their mouth is, Trader Joe’s is likely to sustain its momentum in 2024 and beyond.
Convenience stores are growing up and evolving into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one c-store redefining what a convenience store can be. The chain, which announced a merger with Dom’s Kitchen in November 2023, offers an upscale convenience store experience and is particularly known for including local brands in its product assortment as well as its excellent wine curation and dining options.
Visitors to the chain were significantly more likely to fall into AGS: Behavior & Attitudes dataset’s “Wine Drinker” or “Nutritionally Aware” segments than visitors to nearby convenience stores. The company plans to ramp up store openings, particularly in the suburbs, where convenience and a good bottle of wine might just find the perfect home as a welcome distraction from the daily grind.
Jersey Mike’s is one of the fastest-growing franchise dining chains in the country, operating over 2,500 locations in all 50 states. The sandwich chain has seen its popularity take off over the past few years, with 2023 visits up 14.1% YoY and plans to open 350 new stores in 2024.
The company has long prioritized affluent class suburban customers – and visitation data layered with the Experian: Mosaic dataset reveals that Jersey Mike’s has indeed succeeded in attracting this audience. The percentage of “Booming with Confidence” and “Flourishing Families” (both affluent segments) in Jersey Mike’s trade area was larger than in the trade areas of the average sub sandwich chain. As Jersey Mike’s continues its expansion, focusing on suburban areas may continue to serve the chain well.
The East Coast may not be the first region that pops to mind when thinking about tropical smoothies – but New Jersey-based Playa Bowls is making it work. The company was founded by avid surf enthusiasts determined to bring the flavors of their favorite surfing towns stateside.
Playa Bowls has enjoyed strong visit numbers in 2023, with overall visits up 23.0% and average visits per venue up 17.1% YoY – and part of the chain’s success may be driven by its ability to draw wealthier customers to its stores. The Experian: Mosaic dataset reveals that the “Power Elite” segment is overrepresented in the company’s trade areas: The share of households falling into that segment from Playa Bowl’s captured market exceeded their share in the company’s potential market. As the chain continues expanding its domestic footprint, it seems to have found its niche among a wealthy customer base.
The past year saw a wide range of challenges facing brick-and-mortar retailers as economic fears continued to shake consumer confidence. But there are plenty of bright spots as the new year gets underway. These ten brands prove that the retail world never stands still, and that the next opportunity is just around the corner.
