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The world of work remains in flux as companies and employees keep redefining the new “normal”. On the one hand, hybrid work has become ubiquitous – and remote-driven concepts like “microshifting” are reshaping how we think about maximizing productivity. At the same time, growing awareness of co-location’s role in sustaining the social infrastructure that fuels innovation and success is prompting more companies to call employees back to the office. In 2025 alone, employers from Toyota to JP Morgan Chase, the Washington Post, Paramount/Skydance, and even the federal government joined the wave with five-day-a-week in-office mandates.
But how are these countervailing currents playing out on the ground? Is office foot traffic reaching a plateau or is the return to office (RTO) still gaining momentum?
In October 2025, visits to Placer.ai’s Nationwide Office Index were 30.8% below October 2019 levels. While this represents a larger year-over-six-year (Yo6Y) visit gap than in September, it still signals meaningful progress: September 2025 included one extra working day compared to 2019, whereas October had one fewer. And when controlling for the number of business days, October actually saw 1.2% more traffic than September.
Year over year (YoY), too, nationwide office visits grew 4.7% in October 2025 (see second graph below) – showing that even amid entrenched hybrid norms and ongoing pushback against in-person requirements, office visit numbers continue to trend steadily upwards.
Turning to regional RTO trends, Miami and New York continued to lead the post-pandemic recovery pack. In another sign of San Francisco’s emerging turnaround, the city once again outpaced Chicago for Yo6Y growth and recorded the fastest YoY visit growth of any analyzed city. Southern hubs Dallas and Houston also outperformed the nationwide Yo6Y benchmark of -30.8%, while Houston just slightly lagged at 34.9%.
And in another indication of on-the-ground resistance to five-day mandates, location analytics suggests that employees really are quiet-quitting Fridays – at least when it comes to in-office work. Between January and October 2025, just 12.4% of weekday visits to office buildings took place on Fridays, compared to 24.3% on Tuesdays, 23.7% on Wednesdays, and 21.8% on Thursdays.
The extent of the phenomenon varies by market – employees were most likely to make the end-of-week trek to the office in Miami and Dallas and least likely to do so in Boston and Chicago – though no analyzed city saw a share of Friday visits above 15.0%. And despite New York City’s strong overall RTO, the Big Apple trailed the national baseline in Friday attendance.
October 2025’s Office Index data shows that the RTO story is still far from settled. Hybrid habits remain deeply ingrained, yet steady progress suggests a gradual rebalancing between flexibility and presence – one that will continue to shape the workplace landscape in the months ahead.
For more data-driven office visit insights, follow Placer.ai/anchor.

Retailers nationwide are entering a holiday season defined by tight budgets. Still, demand persists, and consumers are juggling inflation fatigue with a willingness to splurge selectively. Department stores – historically strong holiday performers – are navigating uneven results, with some brands showing surprising strength, while others face continued headwinds.
Department store visits in Q3 2025 remained mostly below last year’s level, although performance varied by brand – Bloomingdale’s (5.4%), Nordstrom (2.0%) and Dillard’s (0.3%) posting YoY visit growth while other major department store chains saw visit declines.
While Q3 2025 saw broad visit declines, October offered meaningful room for optimism ahead of what is sure to be a closely-watched holiday shopping season.
Visits improved across the board, with all but three analyzed chains experiencing YoY visit growth. While successful early holiday promotions likely played a role, much of the momentum reflects retailers’ refreshed campaigns and in-store strategies – a sign that their efforts to reenergize foot traffic are paying off.
Bloomingdale’s has leaned into its luxury positioning with high-impact experiential campaigns like its “Just Imagine” activation and new personalization initiatives, while Nordstrom has strengthened its omnichannel experience while tapping into AI-powered capabilities to predict demand. And both brands effectively balance an appeal to affluent customer segments less acutely affected by inflation with the broad reach necessary to support frequent visitation.
Despite recent challenges, mid-tier department stores are the ones that shine most during the holidays – and as the holiday season approaches, last year’s trends offer insight into what to expect in 2025.
In 2024, JCPenney and Belk posted the largest visit spikes during key holiday shopping days. Black Friday gains were especially pronounced, though Super Saturday also delivered substantial lifts. Macy’s visit boosts came in third – likely reflecting its enduring holiday association, from flagship displays and Santa tours to national promotions that keep the brand top-of-mind.
These peaks highlight just how important the holiday season is for mid-tier department stores, while also revealing opportunities for the rest of the year: Targeted promotions, limited-time offers, and event-driven campaigns can still draw major in-store surges, even outside traditional holiday periods. And should typical trends hold, 2025’s fast-approaching holiday season will provide a welcome boost across the board for all brands.
While October’s momentum offers room for optimism, the broader foot traffic declines seen in Q3 underscore the challenges department stores face amid a bifurcated retail landscape increasingly split between luxury and off-price competitors. Still, holiday season success remains within reach – particularly for brands like Bloomingdale’s and Nordstrom willing to rework existing strategies and adapt to reach ever more discerning shoppers.
For the latest data-driven department store trends, check out Placer.ai’s free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Thanksgiving may be this month’s biggest Thursday milestone – but for coffee lovers, Thursdays in November are also about Starbucks’ Red Cup Day, when eager fans line up to snag a limited-edition reusable cup, free with any handcrafted holiday beverage.
How did this year’s Red Cup Day stack up? Did the recent Bearista frenzy steal some of the spotlight, or did the two events build on one another to create an even bigger buzz?
On November 13th, 2025, visits to Starbucks surged 44.5% above the year-to-date daily average, reaching an even higher traffic peak than that seen on the day of the Bearista launch. Though November 6th was reportedly Starbucks’ biggest sales day ever in North America, according to CEO Brian Niccol, Red Cup Day drove even higher U.S. visit volumes, as customers turned out in droves to participate in the holiday tradition.
Niccol also noted that November 13th, 2025 marked the strongest Red Cup Day in company history – a claim supported by the data. Foot traffic during the event surged 8.2% higher than in 2023 and 3.1% higher than in 2024.
These results suggest that far from cannibalizing Red Cup Day, the Bearista Cup’s release just days earlier amplified the excitement, creating a sustained wave of engagement across Starbucks’ holiday calendar.
The strong response to these discretionary, purchase-based promotions also shows that when done right, exclusivity, excitement, and brand magic can still bring in the crowds – even in an economic climate marked by uncertainty and waning consumer confidence.
In addition to visit volumes, in-store behavior also shifts on major launch days. Unsurprisingly, longer lines lead to longer dwell times, as customers who might normally be in and out quickly wait patiently for their turn. On both November 6th and November 13th, the share of Starbucks visitors staying between 10 and 30 minutes increased substantially compared to an average Thursday, while the share staying under ten minutes declined.
Interestingly, though, the share of visitors who lingered even longer (30+ minutes) to work, study, or relax dropped slightly on the big days – likely because the festive crowds deterred those looking for a quieter place to settle in.
With the holiday season just getting underway, Starbucks still has plenty of tricks up its sleeve – including the return of its beloved Eggnog and Chestnut Praline Lattes, along with a new wave of festive merchandise launching on December 2nd. Will the coffee leader be able to sustain its winning streak through the end of the year?
Follow 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.

After a slow start to 2025, both Gap and Urban Outfitters are seeing visits pick up again ahead of the holidays. Traffic gains in Q3 signal improving consumer appetite, positioning both brands for a stronger finish to the year.
Visits to Gap showed a sluggish start in Q1 2025, with traffic down 2.7% year-over-year, likely influenced by a tough February (a leap day and inclement weather keeping shoppers at home). But momentum turned in Q2 (1.4%) and Q3 (also 1.4%), indicating that the retailer is regaining traction heading into the holiday season.
Monthly traffic trends reinforce that this improvement was driven by improved visit trends in most months, with August seeing the strongest visit growth of 5.1%. September visits took a slight downturn before climbing to a respectable 4.8% in October, likely the result of new campaigns and improved merchandising.
Gap has spent the past few years focusing on a turnaround strategy that saw the apparel brand reintroduce classic styles, bring in new creative directors, and collaborate with brands like Dôen and celebrities such as Katseye and Tyla. And these efforts seem to be paying off, both in terms of elevated foot traffic and in Gap’s earnings: net sales increased 5% in the first quarter (ending on May 31, 2025) and 1% in Q2 2025.
Gen-Z focused Urban Outfitters experienced a similar recovery arc. Visits to the chain were down in both Q1 and Q2 2025, but rebounded in Q3, with foot traffic elevated by 2.4% YoY. and diving into the monthly visits highlights that, for the most part, visit declines were modest, with a marked pickup from August onward, ending October with a 5.8% increase in foot traffic. This foot traffic pull-up also aligned with Urban Outfitter’s robust financials, with Q2 net sales up 4.2%.
This increase in visits aligns closely with back-to-school shopping, and Urban Outfitters’ focus on college-age consumers likely helped reenergize in-store activity after a softer first half.
Diving into the demographic data for both brands provides additional context for recent foot traffic trends. Gap’s captured audience earns well above the nationwide median – $99.0 versus $79.6 – while its potential market skews lower, at $84.1K. This indicates that Gap's recent gains are being driven primarily by higher-income households, who may be more insulated from inflation fatigue and attracted to the brand’s premium collaborations. It also highlights an opportunity for Gap to broaden its appeal among mid-income shoppers who remain part of its potential audience.
Urban Outfitters, by contrast, saw a captured median HHI that trailed its potential market ($89.9 compared to $92.0), perhaps owing to its popularity among “Young Professionals” – a segment which is overrepresented in its captured market. The strength in this segment also may help contextualize the Q3 lift, given that the Young Professional category includes college students – a cohort that Urban Outfitters is particularly invested in, both through its product mix and its experiential initiatives.
Looking forward, Gap and Urban Outfitters seem primed to succeed this holiday season. For Gap, a combination of successful renewal efforts, increasing foot traffic, and a wealthier customer base position it to continue driving visits. For Urban Outfitters, continued focus on core engagement and higher-value customer acquisition will determine how strongly it closes out 2025.
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.

As the retail calendar approaches its most pivotal stretch, we took a closer look at foot traffic trends across superstores and warehouse clubs to see how these key players are performing.
Warehouse clubs – Costco, Sam’s Club, and BJ’s Wholesale – continued to post visit gains in recent months, extending the momentum that has defined the segment for much of the past year. Their consistent performance reinforces the appeal of the wholesale model among value-driven shoppers navigating inflationary pressures and tighter budgets.
However, within the broader mass merchandise sector, October marked a clear turning point. Walmart saw its strongest year-over-year (YoY) visit gains of the last six months, while Target’s traffic shifted from negative to positive growth for the first time during the same period. The October surge coincided with the superstores' early early holiday sales events, signaling that the early holiday season has evolved into a pivotal retail moment.
Costco led foot traffic growth among mass merchants in September and October 2025. And some of that momentum may stem from the chain’s new early opening hours for Executive Members, which appears to have eased peak-hour congestion and enhanced the overall shopping experience.
As a reminder, Costco Executive Members pay almost twice as much as standard Gold Star members and account for over 74% of the chain’s sales, so it makes sense that Costco would look to add value and additional perks to its premium memberships.
But since extending its hours to open an hour early for Executive Members, Costco has likely enhanced the overall shopping experience for all visitors.
The graph below shows that between July and October 2025, after the introduction of early openings, the extended morning hours reduced Costco’s traffic at peak times compared to 2024, spreading visits more evenly throughout the day – which means less crowding for everyone.
Earlier openings also affect how Costco shoppers shop. Since the new hours took effect, the share of Costco visits lasting 30 to 45 minutes has increased, while the share of 45- to 60-minute visits has declined. This shift suggests that with lighter crowds and easier navigation, Costco shoppers are more purposeful and efficient.
Meanwhile, the share of Costco visits lasting less than 30 minutes also fell during the July to October period, suggesting that in a more streamlined environment, some shoppers feel comfortable taking extra time to browse – and perhaps add a few more items to their baskets – rather than rushing through a crowded store.
As the main holiday season approaches and consumer sentiment reaches new lows, value-forward warehouse clubs appear to remain in a strong position. Meanwhile, superstores’ success with early sales events demonstrates that shoppers remain highly responsive to promotions, an encouraging sign heading into the peak shopping period.
By offering early access to Executive Members, Costco is both recognizing its most valuable shoppers and alleviating crowding for everyone during typical rush periods – a move that could give the retailer an edge during the busy holiday season.
How will these retailers close out the holiday season? 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.

The home improvement sector continues to face challenges in 2025, and category leaders Lowe’s and The Home Depot continue to navigate shifting demand. Yet signs of resilience are beginning to emerge as both brands report strength across key mid-range categories and identify opportunities to drive the next phase of growth.
We dove into the data for The Home Depot and Lowe’s to find out what location analytics reveals about their performance and evolving strategy.
In their recent Q2 2025 reportings, both Lowe’s and The Home Depot underscored an important dynamic – while comparable sales and average ticket size increased, comparable transactions declined. Both retailers attributed this pattern to a shift in the mix of projects. Although the quarter saw notable strength in seasonal items, repair and maintenance supplies, and some bigger-ticket items, consumers continued to defer large discretionary renovation projects that typically require financing. This aligns with both retailer’s modest YoY traffic declines during most months since November 2024, since larger projects tend to require more store visits than smaller upgrades or repair projects.
Yet, both companies remain cautiously optimistic. Since July 2025, YoY visits to The Home Depot and Lowe’s have remained near, and in some cases exceeded, 2024 levels – which should bode well for the companies’ upcoming reportings. The nation’s housing stock is older than ever and underlying demand for new construction remains strong. Meanwhile, many homeowners have deferred larger discretionary renovations in recent years, creating a buildup of latent demand. Once economic conditions improve and financing becomes more accessible, that pipeline of major projects is poised to reopen, driving a new wave of growth for the home improvement sector.
Another source of future home improvement demand may come from Gen Z, a cohort that is quickly growing within the renter and homeowner populations. As this generation enters new life stages – moving into first apartments, buying starter homes, and taking on their own improvement projects – its influence on the category will expand.
Both Lowe’s and The Home Depot are already positioning for this shift. Each recently launched creator programs designed to highlight how their brands can empower the next generation of DIYers and design enthusiasts, while tapping into the reach and authenticity of influencers’ online communities.
As shown in the chart below, both the Home Depot and Lowe’s currently see smaller shares of visits from the Spatial.ai: PersonaLive segments “Adulting” and “College” within their captured markets, compared to national benchmarks. This suggests a significant opportunity for both retailers to capture untapped demand from younger consumers living independently. If the brands’ creator initiatives succeed in driving greater engagement with Gen Z, their shares of these segments could grow in the years ahead.
The home improvement sector remains in transition in 2025, as Lowe’s and The Home Depot adapt to shifting consumer priorities. Still, both retailers are finding bright spots – from solid performance in mid-range categories to fresh opportunities that could drive the next phase of growth.
For more data-driven retail 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.
