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November 2025 marked the strongest November office attendance since 2019, with average daily visits on working days reaching a five-year high – although regional patterns diverged.
Office visits in November 2025 were 36.3% lower than in November 2019 – marking an improvement over November 2024 but falling slightly behind November 2023.
But monthly totals don’t always reflect true office activity, since the number of working days can vary from year to year. November 2025 began on a Saturday, giving the month five full weekends and the fewest working days of any November from 2019 to 2025. When we shift from looking at total visits to examining average visits per working day compared to November 2019–2024, a different picture emerges: office attendance on working days reached its highest level in five years.
As in recent months, Miami continues to lead the office recovery, pulling ahead of other major markets – including New York City. Many firms relocated to or expanded in Miami in recent years, contributing to the growth of the professional-services sector and boosting demand for office space and in-person work.
Meanwhile, New York City – which had led the nationwide office recovery in July – has been falling increasingly behind Miami. One possible factor is the city’s white collar workforce's reliance on long, transit-heavy commutes: as temperatures drop and weather worsens, many NYC commuters reduce their in-office days, while Miami’s more car-dependent workforce is less affected by seasonal conditions.
Meanwhile, San Francisco is posting some of the strongest year-over-year gains in office visits nationwide. Despite suffering some of the steepest office occupancy declines during the pandemic, the city is now mounting one of the most robust recoveries – perhaps helped by the recent AI boom which has attracted new tech talent to San Francisco.
Other cities with a strong tech scene – including Denver, Chicago, and Boston, have also posted solid YoY gains – although these markets continue to trail the nationwide average when comparing current office visit rates to pre-pandemic.
By contrast, Houston and Washington, D.C. showed YoY declines. Houston's office traffic may be impacted by the slower energy markets, while Washington, D.C. office trends were likely dampened by the government shutdown, which ended on November 12. (Although Placer.ai’s Washington, D.C. office index does not track government buildings, much of the private sector in the city is closely tied to federal agencies, so paused meetings and reduced client activity during the shutdown likely impacted in-office attendance across the board.)
These patterns highlight the growing influence of local dynamics in shaping the future of office work, with Miami’s momentum, San Francisco’s tech revival, and the strength of other innovation hubs revealing how regional conditions drive in-office activity.
For more data-driven 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.

Dave’s Hot Chicken and Dutch Bros represent two stages of competitive maturity in the dining industry. Dave’s, the rookie powerhouse, is still in its breakout phase – driven by speed, excitement, and growth at any cost. Dutch Bros, on the other hand, is the seasoned veteran entering a more disciplined period of its career, focused on refinement, endurance, and strategic precision.
A snapshot of nationwide foot traffic data clearly shows the difference between the two brands. Between January and October 2025, Dave’s Hot Chicken recorded a remarkable 59.3% increase in total visits, driven by an aggressive pace of new openings. And the average number of visits to each individual store also rose 4.8%, signaling robust and growing demand.
Dutch Bros, meanwhile, experienced a more measured 13.1% growth in total visits, with visits per location holding steady at 0.2%. This stability suggests that while new units continue to perform, many established markets are reaching maturity – a hallmark of a seasoned brand transitioning from rapid expansion to optimization.
The contrast between the two brands becomes even more striking when analyzing major markets. While Dutch Bros’ visit growth reflects slower gains tied to market maturity, Dave’s is posting explosive per-location surges in major DMAs like Chicago (+18.4%), Orlando (+15.5%), and Houston (+15.0%). It’s the classic rookie hot streak – fast, fearless, and full of momentum.
Dutch Bros is now a massive operation with 1,080 locations in 24 states as of September 2025. Though much of the company's early growth was achieved through a franchise system, Dutch Bros stopped selling franchises to operators who didn’t grow up in the company in 2008 – and stopped franchising completely in 2017 to maintain consistency and preserve its distinctive brand and culture.
Today, only about 30% of Dutch Bros locations are franchise-operated. And as illustrated by the map below, while new stores are fueling growth, older markets – particularly in the Pacific Northwest – are reaching maturity. Dutch Bros is no longer just sprinting to open new stores; it’s managing endurance and refining its playbook – optimizing store placement, leveraging data analytics, and deepening engagement through its digital rewards program. This maturity mirrors what Starbucks went through two decades ago: fewer easy wins, but a much higher floor for long-term performance.
Then there’s Dave’s Hot Chicken – fast, fearless, and still in its hyper-growth phase. From a parking-lot pop-up in 2017 to around 300 locations today, Dave’s is scaling at a speed rarely seen in food service.
Like Dutch Bros in its early days, Dave’s still embraces a franchise-first approach. Backed by Roark Capital and celebrity investors including Drake, the brand is leveraging multi-unit operators to plant flags nationwide and abroad. The company aims to open 150 new locations a year and recently signed an 180-unit European deal with Azzurri Group – proof that the rookie’s winning streak is turning into a global phenomenon.
And the map below highlights how Dave’s Hot Chicken is playing offense with no signs of slowing down. The brand’s franchise-first model allows for rapid scaling with lower capital risk, while Roark Capital’s involvement brings big-league operational infrastructure. But like any breakout player, the challenge will be endurance – ensuring franchisees maintain consistency and profitability as the system races toward 1,000+ units.
For operators and investors, the Dutch Bros/Dave’s contrast is a roadmap to growth sequencing. Early-stage brands can learn from Dave’s: Invest in buzz, speed, and market saturation while consumer curiosity is high. Maturing chains, on the other hand, can look to Dutch Bros as proof that disciplined growth, data-led decisions, and cultural integrity are what sustain relevance once expansion slows.
For more data-driven 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.

As the 2025 holiday season kicks off, Starbucks and Dunkin’ continue to see strong consumer engagement, with both brands outperforming their 2024 traffic levels and capitalizing on early seasonal launches.
Both Starbucks and Dunkin’ outperformed their 2024 traffic levels in Q3 2025. Starbucks visits rose 0.7% year-over-year in Q3, following slight declines in Q1 (-1.0%) and Q2 (-0.2%). Dunkin’ showed a similar trajectory – rebounding from a 1.8% drop in Q1 to a 1.7% increase in both Q2 and Q3.
These gains suggest that both brands have successfully reignited customer visits heading into the critical holiday season, when limited-time drinks and seasonal marketing tend to drive engagement.
The weekly data highlights the impact of seasonal offerings in the coffee space. Starbucks’ Bearista launch – on the same day as the holiday menu rollout – proved to be a major traffic driver, propelling visits up 11.9% year-over-year during the week of its launch. And the strong visit trends continued the following week with a 6.2% YoY increase, helped by an impressive “Red Cup Day” performance and highlighting Starbucks' capacity for generating demand with limited-time offerings.
Meanwhile, Dunkin’s Wicked collab – announced along with its holiday menu rollout – also generated traffic boosts, with visits up 3.5% to 3.6% YoY during the two weeks following the launch.
As competition in the coffee category intensifies, both brands’ early-season success highlights the growing importance of timing and tradition in driving visit growth.
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.

How is lululemon performing in a challenging retail environment, and what does Black Friday data suggest about the holiday shopping season already under way? We dove into the data to find out.
Visits to lululemon were up 4.2% year over year (YoY) in Q3 2025 – a promising sign ahead of the holidays. And though monthly same-store visits trended slightly negative YoY, same-store traffic grew in October – a positive sign ahead of a critical holiday season.
Looking back at previous holiday seasons provides further room for optimism for lululemon. The retailer reliably sees late-year traffic spikes – on Black Friday and especially at the end of December, when its End-of-Year sale and Boxing Day discounts pull in last-minute and bargain-seeking shoppers.
Black Friday 2025 data shows that luluemon is already off to a strong start, with visits surpassing even last year's strong performance – the chain experienced a 350.8% increase in visits compared to its January to September 2025 daily visit average.
Looking ahead, this early momentum positions lululemon to reclaim share during what many retailers expect to be a tighter holiday season. Given macroeconomic headwinds and shifting consumer sentiment, early wins like this may be critical – strong traffic now could translate into outsized holiday-season revenue, reinforce customer loyalty, and help offset any softening in post-Black-Friday demand.
Lululemon is driving increased foot traffic despite visit softness earlier in the year and persistent consumer headwinds. With the all-important holiday season fast-approaching, will the chain continue to drive visit growth?
For more data-driven retail insights follow Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Prior to Black Friday, mall visits across the three formats (indoor malls, open-air shopping centers, and outlet malls) were running comfortably ahead of 2024 levels. But during the week of Black Friday 2025, visits to indoor malls and open-air centers flattened or even dropped year over year – suggesting that many shoppers had moved their trips to earlier in November, when mall retailers had begun rolling out early Black Friday promotions.
A closer look at daily traffic across the Black Friday weekend reveals how this shift played out. Friday performed well across all formats, with indoor mall visits rising 3.1% year over year, open-air centers up 1.7%, and outlet malls essentially flat but still slightly positive. But Saturday and Sunday traffic declined YoY, weighing down on Friday's gains and pulling the whole week into negative YoY territory.
So Friday retained its status as the high-impact day, but the rest of the weekend showed signs of promotional fatigue – or simply that shoppers had already taken advantage of the deals they wanted.
If visit counts capture one dimension of consumer behavior, dwell time reveals another. The share of visits lasting more than an hour declined across all mall formats relative to last year, indicating a more mission-driven shopper – someone who arrives with a plan, moves efficiently, and heads on to the next task. The trend may also hint at a strategic shift: some consumers may have used earlier November visits to scout specific items or sizes, allowing them to streamline their Black Friday trips and focus on securing the best deals both inside and outside the mall.
Most importantly, a broader look at year-over-year monthly visits shows that the early surge in November traffic more than offset the softness during Black Friday week, ultimately providing November 2025 with an overall YoY traffic boost. This pattern suggests that the holiday season’s momentum is becoming less dependent on a single weekend and increasingly shaped by how effectively retailers engage shoppers throughout the month – and the longer holiday season as a whole.
Black Friday mall data suggests that consumers are still engaging deeply with physical retail, yet the cadence of that engagement is evolving. They are starting earlier, concentrating their in-person activity in shorter bursts, and reserving their longest visits for fewer occasions. For retailers, this dynamic underscores the importance of capturing Friday’s surge, aligning promotions with earlier November interest, and offering experiences compelling enough to draw shoppers back later in the weekend. For landlords, the data highlights opportunities to support purposeful shopping with frictionless navigation, efficient operations, and programming that encourages dwell at moments when the natural impulse may be to move quickly.
As December data comes into view – from Super Saturday to the final week before Christmas – the key question will be whether these patterns continue or whether late-season urgency reshapes the curve once again. For now, the early read is clear: shoppers are showing up, but on their own terms, and malls that adapt to this more intentional consumer are positioned to capture the strongest returns.
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.

Black Friday 2025 offered an early look at how consumers are approaching a holiday season defined by tighter budgets and more deliberate spending. Foot traffic trends across regions and retail categories show that while the traditional Black Friday playbook still generates major surges for core retail segments, value-oriented formats and convenient, low-cost treats are playing a larger role in shaping how and where shoppers decide to spend. The data points to a consumer who is highly selective: willing to pursue standout deals, but just as focused on stretching their dollars and fitting purchases into packed holiday routines.
The map below shows retail visits on Black Friday (November 28, 2025) compared to each DMA’s year-to-date daily average. Purple areas indicate DMAs where Black Friday traffic rose more than the national average increase of 53.0%, while yellow areas represent markets where the surge fell below that benchmark.
Once again, the Midwest led the country in in-person Black Friday activity, far outpacing major coastal metros. The region’s strong turnout reflects how sharply Midwestern shoppers respond to clear, compelling value. For retailers and dining brands hoping to grow their footprint in the region, the takeaway is straightforward: transparent pricing, well-structured promotions, and messaging that reinforces everyday value can go a long way in capturing visits.
Several value-focused categories – thrift stores, wholesale clubs, off-price retailers, and discount & dollar stores – posted year-over-year (YoY) visit gains, even though their increases relative to typical daily traffic were relatively modest. This YoY growth on a day defined by aggressive discount-hunting suggests that these formats are becoming meaningful Black Friday destinations – and could indicate that more consumers are motivated by the final price they pay rather than the size of the advertised markdown.
Still, the data also makes clear that traditional Black Friday winners can draw crowds. Mid-tier department stores, beauty, sporting goods, and electronics all saw outsized visit spikes relative to their YTD averages, with department stores more than doubling typical weekend traffic.
Together, the data paints a picture of a holiday season defined by careful tradeoffs: Even amid macroeconomic pressure, mid-tier retailers can still draw high-intent shoppers – especially if offering the right discount. At the same time, value-focused formats are gaining traction among consumers watching their budgets more closely.
Consumers’ in-store behavior over Black Friday also reflected a strong focus on value. The share of longer visits (30+ minutes) increased across all four Black Friday mainstays – mid-tier department stores, beauty & self care, sporting goods, and electronics – reflecting a consumer base willing to invest more time to secure the right deal. Many shoppers likely used in-store browsing as a strategy to compare options, verify value, and assemble baskets made up of multiple smaller-ticket items rather than focusing their spend on a single high-priced purchase. The uptick in extended visits suggests that Black Friday is becoming as much about maximizing savings as it is about fulfilling gift lists – an approach aligned with shoppers’ heightened price sensitivity and the growing emphasis on strategic, mission-driven store trips.
Overall, the rise in longer visits also underscores that value – not just discounts – shaped the in-store experience this year, prompting consumers to slow down, evaluate options, and leave with fuller baskets.
Coffee chains were one of Black Friday’s most unexpected standouts, with visits to drive-thru forward formats in particular (Dutch Bros, 7 Brew Coffee, and Scooter's Coffee) surging 47.5% to 52.6% higher than their YTD daily average. These spikes show how strongly convenient, low-ticket beverages resonate on a day otherwise dominated by big purchases and aggressive deal-hunting.
The Black Friday visit boosts also reveal that, even as budgets tighten, consumers continue to make space for small, affordable indulgences – especially those that fit naturally into a day of errands and shopping. For coffee chains, this underscores the value of speed, seamless access, and timely seasonal offerings. For retailers, it highlights the role food-and-beverage stops play in the broader holiday journey, creating opportunities for cross-promotion and helping stabilize traffic around peak shopping windows.
As the holiday season continues, the trends emerging from Black Friday suggest retailers should prepare for a consumer defined by cautious but purposeful spending. Regions that respond most strongly to value, categories anchored in everyday affordability, and concepts that offer convenience and small indulgences all appear well positioned to capture incremental holiday visits. Retailers that adapt with localized value messaging, balanced promotional strategies, and partnerships or offerings that align with shoppers’ broader journeys stand to benefit as consumers prioritize both savings and ease.
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.
This report includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.
Grabbing a coffee or snack at a convenience store is a time-honored road trip tradition – but increasingly, Convenience Stores (C-Stores) have also emerged as places people go out of their way to visit.
Convenience stores have thrived in recent years, making inroads into the discretionary dining space and growing both their audiences and their sales. Between April 2023 and March 2024, C-Stores experienced consistent year-over-year (YoY) visit growth, generally outperforming Overall Retail. Unsurprisingly, C-Stores fell behind Overall Retail in November and December 2023, when holiday shoppers flocked to malls and superstores to buy gifts for loved ones. But in January 2024, the segment regained its lead, growing YoY visits even as Overall Retail languished in the face of an Arctic blast that had many consumers hunkering down at home.
C-Stores’ current strength is partially due to the significant innovation by leading players in the space: Chains like Casey’s, Maverik, Buc-ee’s, and Rutter’s are investing in both in their product offerings and in their physical venues to transform the humble C-Store from a stop along the way into a bona fide destination. Dive into the data to explore some of the key strategies helping C-Stores drive consumer engagement and stay ahead of the pack.
While chain expansion may explain some of the C-Store segment growth, a look at visit-per-location trends shows that demand is growing at the store level as well. Over the past year (April 2023 to March 2024), average visits per location on an industry-wide basis grew by 1.8%, compared to the year prior (April 2022 to 2023).
And within this growing segment, some brands are distinguishing themselves and outperforming category averages. Casey’s, for example, saw the average number of visits to each of its locations increase by 2.3% over the same time frame – while Maverik, Buc-ee’s and Rutter’s saw visits per location increase by 3.2%, 3.4% and 3.9%, respectively.
Each in its own way, Casey’s, Maverik, Buc-ee’s, and Rutter’s, are helping to transform C-Stores from pit stops where people can stretch their legs and grab a cup of coffee to destinations in and of themselves.
Midwestern gas and c-store chain Casey’s – famous for its breakfast pizza and other grab-and-go breakfast items – has emerged as a prime spot for fast food pizza lovers to grab a slice first thing in the morning. And Salt Lake City, Utah-based Maverik – which recently acquired Kum & Go and its 400-plus stores – is also establishing itself as a breakfast destination thanks to its specialty burritos and other chef-inspired creations.
Casey’s and Maverik’s popular breakfast options are likely helping the chains receive its larger-than-average share of morning visits: In Q1 2024, 16.3% of visits to Maverik and 17.5% of visits to Casey’s took place during the 7:00 AM - 10:00 AM daypart, compared to just 14.9% of visits to the wider C-Store category.
Psychographic data from the Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – also suggests that Casey’s and Maverik’s have opened stores in locations that allow them to reach their target audience. Compared to the average consumer, residents of Casey’s potential market are 7% more likely to be “Fast Food Pizza Lovers” than both the average consumer and the average C-Store trade area resident. Residents of Maverik’s potential market are 16% more likely than the average consumer to be “Mexican Food Enthusiasts,” compared to residents of the average C-Store’s trade area who are only 1% more likely to fall into that category.
With both chains expanding, Casey’s and Maverik can hope to introduce new audiences to their unique breakfast options and solidify their hold over the morning daypart within the C-Store space over the next few years.
Everything is said to be bigger in the Lone Star State, and Texas-based convenience store chain Buc-ee’s – holder of the record for the worlds’ largest C-Store – is no exception. With a unique array of specialty food items and award-winning bathrooms, Buc-ee’s has emerged as a well-known tourist attraction. And the popular chain’s status as a visitor hotspot is reflected in two key metrics.
First, Buc-ee’s attracts a much greater share of weekend visits than other convenience store chains. In Q1 2024, 39.6% of visits to Buc-ee’s took place on the weekends, compared to just 28.3% for the wider C-Store industry. And second, Buc-ee’s captured markets feature higher-than-average shares of family-centric households – including those belonging to Experian: Mosaic’s Suburban Style, Flourishing Families, and Promising Families segments.
Rather than merely a place to stop on the way to work, Buc-ee’s has emerged as a favored destination for families and for people looking for something fun to do on their days off.
Buc-ee’s isn’t the only C-Store chain that believes bigger is better. Pennsylvania-based Rutter’s is increasing visits and customer dwell time by expanding its footprint – both in terms of store count and venue size. New stores will be 10,000 to 12,000 square feet – significantly larger than the industry average of around 3,100 square feet. And in more urban areas, where space is at a premium, the company is building upwards.
Rutter’s added a second floor to one of its existing locations in York, PA in December 2023. The remodel, which was met with enthusiasm by customers, provided additional seating for up to 30 diners, a beer cave, and an expanded wine selection. And in Q1 2024, the location experienced 15.6% YoY visit growth – compared to a chainwide average of 7.6%. Visitors to the newly remodeled Rutter’s also stayed significantly longer than they did pre-renovation. The share of extended visits to the store (longer than ten minutes) grew from 20.8% in Q1 2023 to 27.0% in Q1 2024 – likely from people browsing the chain’s selection of beers or grabbing a bite to eat.
Convenience stores are flourishing, transforming into some of the most exciting dining and tourist destinations in the country. Today, C-Store customers can expect to find brisket sandwiches, gourmet coffees, or craft beers, rather than the stale cups of coffee of old. And the data shows that customers are receptive to these innovations, helping drive the segment’s success.
The first quarter of 2024 was generally a good one for retailers. Though unusually cold and stormy weather left its mark on the sector’s January performance, February and March saw steady year-over-year (YoY) weekly visit growth that grew more robust as the quarter wore on.
March ended on a high note, with the week of March 25th – including Easter Sunday – seeing a 6.1% YoY visit boost, driven in part by increased retail activity in the run-up to the holiday. (Last year, Easter fell on April 9th, 2023, so the week of March 25th is being compared to a regular week.)
Though prices remain high and consumer confidence has yet to fully regain its footing, retail’s healthy Q1 showing may be a sign of good things to come in 2024.
Drilling down into the data for leading retail segments demonstrates the continued success of value-priced, essential, and wellness-related categories.
Discount & Dollar Stores led the pack with 11.2% YoY quarterly visit growth, followed by Grocery Stores, Fitness, and Superstores – all of which outperformed Overall Retail. Dining also enjoyed a YoY quarterly visit bump, despite the segment’s largely discretionary nature. And despite the high interest rates continuing to weigh on the housing and home renovation markets, Home Improvement & Furnishings maintained just a minor YoY visit gap.
Discount & Dollar Stores experienced strong YoY visit growth throughout most of Q1 – and as go-to destinations for groceries and other other essential goods, they held their own even during mid-January’s Arctic blast. In the last week of March, shoppers flocked to leading discount chains for everything from chocolate Easter bunnies to basket-making supplies – driving a remarkable 21.5% YoY visit spike.
Dollar General continued to dominate the Discount & Dollar Store space in Q1, with visits to its locations accounting for nearly half of the segment’s quarterly foot traffic (44.7%). Next in line was Dollar Tree, followed by Family Dollar and Five Below. Together, the four chains – all of which experienced positive YoY quarterly visit growth – drew a whopping 91.6% of quarterly visits to the category.
Rain or shine, people have to eat. And like Discount & Dollar Stores, traditional Grocery Stores were relatively busy through January as shoppers braved the storms to stock up on needed items. Momentum continued to build throughout the quarter, culminating in a 10.5% foot traffic increase in the week ending with Easter Sunday.
Like in other categories, it was budget-friendly Grocery banners that took the lead. No-frills Aldi drove a chain-wide 24.4% foot traffic increase in Q1, by expanding its fleet – while also growing the average number of visits per location. Other value-oriented chains, including Trader Joe’s and Food Lion, experienced significant foot traffic increases of their own. And though conventional grocery leaders like H-E-B, Kroger, and Albertsons saw smaller visit bumps, they too outperformed Q1 2023 by meaningful margins.
January is New Year’s resolution season – when people famously pick themselves up off the couch, dust off their trainers, and vow to go to the gym more often. And with wellness still top of mind for many consumers, the Fitness category enjoyed robust YoY visit growth throughout most of Q1 – despite lapping a strong Q1 2023.
Predictably, Fitness’s visit growth slowed during the last week of March, when many Americans likely indulged in Easter treats rather than work out. But given the category’s strength over the past several years, there is every reason to believe it will continue to flourish.
For Fitness chains, too, cost was key to success in Q1 – with value gyms experiencing the biggest visit jumps. EōS Fitness and Crunch Fitness, both of which offer low-cost membership options, saw their Q1 visits skyrocket 28.9% and 22.0% YoY, respectively – helped in part by aggressive expansions. At the same time, premium and mid-range gyms like Life Time and LA Fitness are also finding success – showing that when it comes to Fitness, there’s plenty of room for a variety of models to thrive.
Superstores – including wholesale clubs – are prime destinations for big, planned shopping expeditions – during which customers can load up on a month’s supply of food items or stock up on home goods. And perhaps for this reason, the category felt the impact of January’s inclement weather more than either dollar chains or supermarkets – which are more likely to see shoppers pop in as needed for daily essentials.
But like Grocery Stores and Discount & Dollar Stores, Superstores ended the quarter with an impressive YoY visit spike, likely fueled by Easter holiday shoppers.
As in Q4 2023, membership warehouse chains – Costco Wholesale, BJ’s Wholesale Club, and Sam’s Club – drove much of the Superstore category’s positive visit growth, as shoppers likely engaged in mission-driven shopping in an effort to stretch their budgets. Still, segment mainstays Walmart and Target also enjoyed positive foot traffic growth, with YoY visits up 3.9% and 3.5%, respectively.
Moving into more discretionary territory, Dining experienced a marked January slump, as hunkered-down consumers likely opted for delivery. But the segment rallied in February and March, even though foot traffic dipped slightly during the last week of March, when many families gathered to enjoy home-cooked holiday meals.
Coffee Chains and Fast-Casual Restaurants saw the largest YoY visit increases, followed by QSR – highlighting the enduring power of lower-cost, quick-serve dining options. But Full-Service Restaurants (FSR) also saw a slight segment-wide YoY visit uptick in Q1 – good news for a sector that has yet to bounce back from the one-two punch of COVID and inflation. Within each Dining category, however, some chains experienced outsize visit growth – including favorites like Dutch Bros. Coffee, Slim Chickens, In-N-Out Burger, and Texas Roadhouse.
Since the shelter-in-place days of COVID – when everybody had their sourdough starter and DIY was all the rage – Home Improvement & Furnishings chains have faced a tough environment. Many deferred or abandoned home improvement projects in the wake of inflation, and elevated interest rates coupled with a sluggish housing market put a further damper on the category.
Against this backdrop, Home Improvement & Furnishings’ relatively lackluster Q1 visit performance should come as no surprise. But the narrowing of the visit gap in March – which also saw one week of positive visit growth – may serve as a promising sign for the segment. (The abrupt foot traffic drop during the week of March 25th, 2024 is likely a just reflection of Easter holiday shopping pattern.)
Within the Home Improvement & Furnishings space, some bright spots stood out in Q1 – including Harbor Freight Tools, which saw visits increase by 10.0%, partly due to the brand’s growing store count. Tractor Supply Co., Menards, and Ace Hardware also registered visit increases.
January 2024’s stormy weather left its mark on the Q1 retail environment, especially for discretionary categories. But as the quarter progressed, retailers rallied, with healthy YoY foot traffic growth that peaked during the last week of March – the week of Easter Sunday. All in all, retail’s positive Q1 performance leaves plenty of room for optimism about what’s in store for the rest of 2024.

This report includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.
Over the past year, Fast-Casual & Quick-Service Restaurant (QSR) chains have thrived, consistently outperforming the Full-Service Dining segment with positive year-over-year (YoY) visit growth every quarter since 2023. In this white paper, we dive into the data for leading dining chains to take a closer look at what’s driving visitors to the QSR segment and what other dining categories can learn from fast-food’s success.
One of the key factors separating QSR chains – aptly known as “fast food” – from the rest of the dining industry is the speed at which diners can get a ready-to-eat meal in their hands. And within the QSR space, speed of service is one of the ways chains differentiate themselves from their competition.
Leading fast-food chains are investing heavily in technologies and systems designed to help them serve customers ever more quickly:
Taco Bell’s “Touch Display Kitchen System” is designed to optimize cooking operations and improve wait times, while the chain’s Go Mobile restaurant format seeks to alleviate bottlenecks in the drive-thru lane. Chick-fil-A also has dedicated channels for quick mobile order pick-up and is planning four-lane drive-thrus with second-floor kitchens to get meals out even faster. And to save time at the drive-thru, Wendy’s is experimenting with generative AI and developing an underground, robotic system to deliver digital orders to designated parking spots within seconds.
And location intelligence shows that all three chains are succeeding in reducing customer wait times. Over the past four years, Taco Bell, Chick-fil-A, and Wendy’s have seen steady increases in the share of visits to their venues lasting less than 10 minutes.
The data also suggests that investment in speed of service can increase overall visitation to QSR venues.
In late 2022, McDonald’s opened a to-go-only location outside of Dallas, TX with a lane dedicated to mobile order fulfillment via a conveyor belt. And in Q1 2024, this venue not only had a larger share of short visits compared to the other McDonald’s locations in the region, but also more visits compared to the McDonald’s average visits per venue in the Dallas-Fort Worth CBSA.
This provides further support for the power of fast order fulfillment to drive QSR visits, with customers motivated by the prospect of getting in and out quickly.
The success of the fast-food segment is even driving other restaurants to borrow typical QSR formats – especially during time slots when people are most likely to grab a bite to eat on the go.
In September 2023, full-service leader Applebee’s opened a new format: a fast casual location focusing on To Go orders in Deer Park, NY, featuring pick-up lockers for digital orders and limited dine-in options without table service.
And the new format is already attracting outsized weekday and lunchtime crowds. In Q1 2024, 20.5% of visits to the chain’s To Go venue took place during the 12:00 PM - 2:00 PM time slot, while the average Applebee’s in the New York-Newark-Jersey City CBSA received less than 10% of its daily visits during that daypart. The new restaurant also drew a significantly higher share of weekday visits than other nearby venues.
This suggests that takeaway-focused venues could help full-service chains grow their visit share during weekdays and the coveted lunch rush, when consumers may be less inclined to have a sit-down meal.
An additional factor contributing to QSR and Fast Casual success in 2024 may be the rise of chicken-based chains. Chicken is a versatile ingredient that has remained relatively affordable, which could be contributing to its growing popularity and the rapid expansion of several chicken chains.
Comparing the relative visit share (not including delivery) of various sub-segments within the wider Fast Casual & QSR space showed that the share of visits to chains with chicken-based menus has increased steadily between 2019 and 2023: In Q1 2024, 15.3% of Fast Casual & QSR visits were to a chicken restaurant concept, compared to just 13.4% in Q1 2019.
The strength of chicken-based concepts is also evident when comparing average visits per venue at leading chicken chains with the wider Fast Casual & QSR average.
Both Chick-fil-A, the nation’s predominant chicken chain, and Raising Cane’s, a rapidly expanding player in the fast-food chicken space, are receiving significantly more visits per venue than their Fast Casual & QSR peers: In Q1 2024, Raising Cane’s and Chick-fil-A restaurants saw an average of 153.0% and 237.7% more visits per venue, respectively, compared to the combined Fast Casual & QSR industries average.
The elevated traffic at chicken chains likely plays a part in their profitability per restaurant relative to other Fast Casual & QSR concepts with more sizable fleets.
QSR and Fast-Casual chains are also particularly adept at generating seasonal visit spikes through unique Limited Time Offers and holiday promotions adapted to the calendar.
Arby’s recently launched a 2 for $6 sandwich promotion on February 1st, with two of the three sandwich options on promotion being fish-based in an apparent attempt to entice diners eschewing meat in observance of Lent. The company also brought back a specialty fish sandwich, likely with the goal of further appealing to the Lent-observing demographic.
The offers seem to have driven significant traffic spikes, with foot traffic during the promotion period significantly higher than the January daily visit average. And traffic was particularly elevated during Lent – which this year fell on Wednesday, February 14th through Thursday, March 28th, with visits spiking on Fridays when those observing are most likely to seek out fish-based meals.
Some of the elevated visits in the second half of Q1 may be attributed to the comparison to a weaker January across the dining segment. But the success of the fish-forward promotion specifically during Lent suggests that the company’s calendar-appropriate LTO played a major role in driving visits to the chain.
Shorter-term promotions – even those lasting just a single day – can also drive major visit spikes.
Since 1991, White Castle has transformed its fast-food restaurants into a reservation-only, “fine-dining” experience for dinner on Valentine's Day. In 2024, Valentine’s Day fell on a Wednesday, and White Castle’s sit-down event drove a 11.8% visit increase relative to the average Wednesday in Q1 2024 and a 3.9% visit increase compared to the overall Q1 2024 daily average.
The elevated visit numbers over Valentine’s Day are even more impressive when considering that a full-service dining room can accommodate fewer visitors than the drive-thrus and counter service of White Castle’s typical QSR configuration. The spike in February 14th visits may also be attributed to an increased number of diners showing up throughout the day to take in the Valentine’s Day buzz.
QSR and Fast-Casual dining are having a moment. And the data shows that a combination of factors – including fast and efficient service, the rising popularity of chicken-based dining concepts, and effective LTOs – are all playing a part in the categories’ recent success.
