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Placer.ai Office Index: August 2024 Recap
The return to office (RTO) has been on an upswing, with employers across industries cracking down on remote work and requiring employees to put in more face time. How did foot traffic perform in August? We dove into the data to find out.
Lila Margalit
Sep 10, 2024
4 minutes

The return to office (RTO) has been on an upswing, with employers across industries cracking down on remote work and requiring employees to put in more face time. Indeed, July 2024 emerged as the busiest in-office month since the pandemic. But what happened in August?

We dove into the data to find out. 

The Dog Days of Summer

August is a time for family vacations – and millions of Americans planned to take the roads and skies this summer to get away from it all and enjoy some downtime. So it may come as no surprise that the accelerated mandate-driven RTO seen in recent months – moderated somewhat in August, with a larger visit gap compared to the equivalent period of 2019 than that seen in July or in June

Still, despite an end-of-summer slump, the nationwide office recovery appears to be very much underway. Office foot traffic last month was just 31.2% below pre-pandemic levels. Or put another way, August 2024 office visits were 68.8% of what they were in August 2019.

A Regional Snapshot

Drilling down into the data for major urban hubs throughout the country shows a continuation of recent trends, with Miami, New York, Atlanta, and Dallas outperforming the nationwide baseline. In Miami and New York, office visits were nearly 90.0% and 85.0%, respectively, of what they were pre-pandemic. And Atlanta, where employers from the CDC to UPS have begun enforcing stricter in-office policies, held onto its high ranking, with visits 75.6% of what they were in August 2019.

Indeed, Atlanta, which has seen a surge in office leasing activity, saw 7.3% year-over-year (YoY) visit growth in August 2024 – followed by Miami (5.7%). San Francisco – which despite lagging behind other cities compared to pre-pandemic, has been making steady YoY gains – came in third with a YoY visit increase of 3.0%. 

A Shifting In-Office Workforce

Who are the employees driving this summer’s accelerated recovery? 

Analyzing the trade areas of office buildings nationwide reveals that between June and August 2024, the Census Block Groups (CBGs) feeding visits to office buildings (their captured markets) continued to see a decline in their share of households with children – indicating that parents still account for fewer office visits than they did pre-pandemic. Employees with children, it seems, remain especially likely to place a premium on flexibility – embracing work routines that allow them to more efficiently juggle home and work responsibilities.

Over the same period, the share of one-person households in offices’ captured markets rose substantially, highlighting the important role played by young professionals – who may be more likely to be single – in today’s office recovery. Whether driven by a desire to embrace in-office career growth and mentorship opportunities, or by a craving for more social interaction, these employees are returning to the office in ever greater numbers. 

Looking Ahead

With the school year underway and summer vacations already a not-so-distant memory, office foot traffic is likely to resume its upward trajectory. Will September 2024 set a new post-pandemic RTO record?

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

This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Article
Placer.ai Mall Index: August 2024 Recap – Back-To-School In Full Swing
Discover how malls - indoor, open-air shopping centers, and outlet malls - fared during 2024's back-to-school season.
Ezra Carmel
Sep 9, 2024
3 minutes

Back To School Was Hot

Malls ended summer with a bang. In May and June 2024, indoor malls, open-air shopping centers and outlet malls all experienced year-over-year (YoY) visit growth, with indoor malls – which offer an escape from the sweltering heat – leading the way. 

In July 2024, all three mall types experienced slight YoY visit gaps. But these were likely due to a calendar shift rather than to any flagging back-to-school momentum: July 2024 contained one less Saturday and Sunday than the equivalent period of 2023, when malls draw some of their biggest crowds. (In January-August 2024, weekends accounted for 39.0% of visits to indoor malls, 35.6% for open-air shopping centers, and 43.0% for outlet malls.) This shift, which likely had the most pronounced impact on outlet malls, may have obscured stronger YoY performance in July 2024. 

And this year’s intense weather didn’t stop consumers from visiting malls in droves to take advantage of back-to-school shopping – which was in full swing by August 2024. That month saw the most substantial YoY foot traffic growth of the analyzed period, with YoY visit increases of 7.3% for indoor malls, 5.8% for open-air shopping centers, and 6.1% for outlet malls.

Students and Families Drive Mall Visits

Who shopped at malls in August 2024? With back-to-school shopping being a significant motivator for consumers, it may come as no surprise that college students and families with children were overrepresented among end-of-summer mall hoppers – though not for all mall types.

Analysis of all three mall segments’ captured markets reveals that in August 2024, the share of college students in the trade areas of indoor malls and open-air shopping centers exceeded the nationwide average by 67% and 170%, respectively. These malls may be popular with college students due to their greater accessibility for students without cars, and for their recreational atmosphere – making them a good place to catch up with friends while shopping. 

Meanwhile, the captured markets of outlet malls included slightly higher-than-average shares of households with children, perhaps as families on tight back-to-school budgets prioritized steep discounts. Indoor malls were also slightly more likely than average to draw this demographic.

Looking Ahead

With Summer 2024 in the books, it’s fair to say that mall foot traffic thrived during this critical retail season. How will mall visits shape up come spring? 

Visit Placer.ai to find out.

This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Article
Auto Parts Retailers: The Traffic Continues
In 2024, auto parts retailers continue to see visit growth compared to last year. We dove into the data for three of the industry’s leaders – AutoZone, O’Reilly Auto Parts, and NAPA Auto Parts – to explore the consumer behavior and profiles behind the space’s ongoing success. 
Ezra Carmel
Sep 5, 2024
4 minutes

In 2024, auto parts retailers are continuing to see visit growth compared to last year. We dove into the data for three of the industry’s leaders – AutoZone, O’Reilly Auto Parts, and NAPA Auto Parts – to explore the consumer behavior and profiles behind the space’s ongoing success. 

Visits Revving Up

Auto parts retail visits have been bolstered in recent months by still-high vehicle prices – which have incentivized many cash-strapped consumers to fix up the car they have rather than buy a new one. To be sure, the industry hasn’t been entirely spared the effects of inflation, which has caused many consumers to tighten their (seat)belts and defer non-essential car repairs. Still, one of the key factors benefiting the space has been the greater prevalence of older vehicles on the road, which are more likely to need significant – and essential – maintenance. 

Since the start of 2024, AutoZone and O’Reilly have sustained consistent year-over-year (YoY) monthly visit growth. And though NAPA saw mild visit gaps in March, June, and August – coinciding with traffic fall-off to some of the repair shops it supplies – it too experienced YoY increases throughout most of the analyzed period.  

As auto parts inflation continues to wane in 2024, more consumers may begin taking on repairs they postponed last year, providing these retailers with continued foot traffic boosts.

Repair or Replace? 

Less affluent consumers are more likely to be deterred from buying a new ride by high prices and interest rates. And analyzing the demographic characteristics of visitors to AutoZone, O’Reilly, and NAPA reveals that in H1 2024, the median household incomes (HHIs) of the chains’ captured markets were indeed significantly lower than those of new car dealerships ($75.6K). 

The data reveals a divide between consumers in the market for new cars – who generally have higher income levels – and those that frequent auto parts retailers to invest in their current set of wheels. And consumers seeking to repair rather than replace may be even more inclined to do so while vehicle prices and financing costs remain elevated.

DIY the Ride

Analysis of consumer spending habits provides a further indication that AutoZone,  O’Reilly and NAPA’s audiences are more likely to invest in upgrades and repairs than in the purchase of a new vehicle. 

In H1 2024, residents of AutoZone and O’Reilly’s captured markets spent 17% less annually on buying used cars than the nationwide average, while residents of NAPA’s captured market spent 14% less.

And residents of all three auto parts retailers’ trade areas spent even less on new car buying. In H1 2024, AutoZone’s captured market spent 23% less on new cars than the nationwide average, and O’Reilly’s and NAPA’s captured markets spent 22% and 18% less, respectively. 

AutoZone and O’Reilly’s relatively large share of DIY consumers – those who repair or upgrade their cars on their own to save money – likely contributed to their trade areas’ smaller car buying expenditures. Meanwhile, the slightly larger spend on both new and used cars in NAPA’s trade area – though still significantly lower than the nationwide average – may be due to the retailer’s predominantly commercial business.

No Stalling

Auto parts chains have been riding strong tailwinds on the road to success – and they appear geared up for more foot traffic success in the homestretch of 2024. As more older vehicles stay on the road and car-buying costs remain high, robust demand for parts is likely to continue. 

Will the auto parts industry accelerate even further in the months to come? Visit Placer.ai to find out.

This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Article
Pumpkin Spice Works its Magic Once Again
We dove into the data to see what happened on Starbucks' big Pumpkin Spice Latte launch day – and how the release impacted visits to the chain.
Lila Margalit
Sep 4, 2024
3 minutes

It’s that time of year again. On August 22nd, Starbucks launched its much-vaunted autumn menu, including the iconic Pumpkin Spice Latte (PSL). We dove into the data to see what happened on the big day – and how Starbucks visitation patterns were impacted by the much-anticipated release. 

The PSL Effect

Last year, Starbucks broke with tradition to move its PSL launch from Tuesday to Thursday. And perhaps due to Thursday’s proximity to the weekend (especially in the age of the TGIF work week), the step has proven advantageous – generating a sustained visit spike lasting through the weekend.

On Thursday, August 22nd, 2024, foot traffic to Starbucks surged 24.1% higher than the coffee giant’s daily average for the previous eight Thursdays. And the PSL effect worked its magic throughout the weekend, with visits to Starbucks on the following Friday, Saturday, and Sunday significantly elevated compared to recent daily averages for those days of the week.

Pumpkin, Spice, and Everything Nice 

Since its debut in 2003, Starbucks’ PSL has become part of the cultural landscape. Each year, the beverage’s release generates a social media frenzy. And between 2021 and 2023, the number of people visiting Starbucks on Pumpkin Spice Latte launch day increased steadily. 

Last year, the PSL visit spike reached new heights, with foot traffic 27.1% higher than on August 27th, 2019 – the last pre-pandemic PSL launch. And despite Starbucks’ recent challenges, visits on PSL day held steady this year, maintaining last year’s impressive gains.

Nationwide Appeal

Comparing visits on August 22nd, 2024 to recent Thursday visit averages across the continental U.S. highlights the broad appeal enjoyed by Starbucks’ fall menu. Every analyzed state enjoyed a visit bump – though the extent of the boost varied considerably between regions. 

Many southern states – including Alabama, Louisiana, and Mississippi, saw only slight foot traffic bumps, perhaps due in part to the region’s warmer weather, which may render the early autumn launch less compelling. (Mississippi in particular, it seems, really couldn’t care less about Pumpkin Spice.) But in other areas, led by North Dakota (45.5%), Kansas (42.6%), Utah (42.2%), Iowa (41.3%), and Pennsylvania (39.5%), visits skyrocketed. 

Looking Ahead

Starbucks’ successful PSL launch shows that even as consumers count their pennies, people are finding room in their budgets for sweet, cozy indulgences that don’t break the bank. What does the winning release portend for the upcoming winter season? 

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

This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Article
School Season Sparks Retail Growth
Back-to-school shopping is a major driver of retail visits and sales. With the frenzy winding down, we took a look at how several key retail categories and chains performed during this important season.
Bracha Arnold
Sep 3, 2024
4 minutes

Back-to-school shopping is a major driver of retail visits and sales – and this year, spending on the upcoming school year was set to be the second-highest on record. So with the frenzy winding down, we took a look at how several key retail categories and chains performed during this important season. 

Retail's Summer Surge

Overall, retail rallied throughout July and August, with weekly visits to major back-to-school categories – including superstores, department stores, and other apparel retailers – mainly outperforming last year’s visit levels. Though department stores and apparel chains saw very slight YoY declines in late July, all the analyzed categories enjoyed YoY boosts beginning the week of August 5th. And since the back-to-school season is traditionally a high-traffic period, the ability of these categories to sustain YoY growth is particularly impressive.

Superstores and Bulk Buys 

Digging deeper into individual brands reveals substantial visit boosts at superstores Target and Walmart and warehouse membership club Costco. 

Target, already enjoying positive momentum from summer sales events, drove visits even higher with steep discounts on essential back-to-school items. In addition to attracting parents on the hunt for kids’ school supplies, Target has emerged as a favorite destination for college students seeking to load up on dorm decor and other collegian necessities. And between the weeks of July 9th, 2024 and August 19th, 2024, the retailer saw weekly visits jump a remarkable 9.7% to 20.8% compared to a year-to-date (YTD) weekly average. Walmart and Costco, too, saw significant visit boosts in July August, as they drew crowds with discount and bulk offerings.  

The strong performance of these retailers during the back-to-school season bodes well as they head into the critical holiday shopping period. With momentum on their side, Target, Walmart, and Costco are poised to capitalize on their competitive pricing and value offerings, potentially driving another period of robust growth.

Fashion on a Budget

Back-to-school often means outfitting kids and teens with new clothing, and off-price retailers – including Burlington, Marshalls, Ross, and T.J. Maxx – are reaping the benefits. With a reputation for low prices and everything from apparel to backpacks, these chains are popular choices for the back-to-school crowd. And this year, weekly visits to these retailers got a significant boost, with August 19th foot traffic up 11.0% at Burlington, 13.9% at Marshalls, 6.0% at Ross, and 15.8% at T.J. Maxx, compared to a YTD weekly average.

Supplies in Demand

Superstores, department stores, and apparel retailers aren’t the only ones to benefit from the back-to-school craze – office supply stores, predictably, also experience major boosts. While weekly visits to Office Depot, OfficeMax (both owned by The ODP Corporation), and Staples had lagged behind the chains’ year-to-date (YTD) weekly visit averages during April and May, they began to recover in early July. By August, visits were surging, with the week of August 19th showing increases of 24.4% for Office Depot, 32.7% for OfficeMax, and 39.2% for Staples.

Kicking Off the School Year

Getting a pair of new shoes for school is another time-honored tradition – and DICK’s Sporting Goods has heeded the call with massive markdowns. The chain drew back-to-school shoe and apparel shoppers with a major 50%-off sale, and visits jumped significantly – peaking during the week of August 12th at 40.5% above a January 1st, 2024 baseline. 

Hibbett, meanwhile, supercharged its back-to-school campaign with discounts and free children’s haircuts, offered between July 28th and August 25th at different locations. And the events boosted foot traffic dramatically, with the week of July 29th seeing a whopping 76.1% visit increase compared to a January 1st, 2024 baseline. Though visits to both sporting goods chains began to taper off as August wore on, they remained elevated – serving as a reminder of the power of back-to-school shopping and sales. 

Back To Shopping

Back-to-school season remains one of the most important shopping periods of the year, with significant consumer demand drawing visit growth across major retail categories. 

Can these retailers continue drawing on this momentum into the holiday season?

Visit Placer.ai to keep up with the latest data-driven retail news. 

This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Article
Placer.ai White Paper Recap – July & August 2024
In July & August 2024, Placer.ai released multiple white papers. Read on for a taste of our findings from two of them: 2024 Hotel Visit Trends and Retail Giants in 2024: Walmart, Costco, and Target's Competitive Edge.
Bracha Arnold
Aug 29, 2024
5 minutes

In July & August 2024, Placer.ai released multiple white papers: Los Angeles Office Trends in 2024, Q2 2024 – Retail & Restaurant Review, Domestic Tourism Trends in NYC and LA, 2024 Hotel Visit Trends, Emerging Trends for CRE in 2024, and Retail Giants in 2024: Walmart, Costco, and Target's Competitive Edge

Below is a taste of our findings from two white papers: 2024 Hotel Visit Trends and Retail Giants in 2024: Walmart, Costco, and Target's Competitive Edge. The two white papers take a look at the visitation data to explore how leading hotel chains are driving visits in 2024, as well as exploring how Walmart, Costco, and Target are maintaining their success.

Hospitality Report Card

The pandemic and economic headwinds that marked the past few years presented the multi-billion dollar hotel industry with significant challenges. But five years later, the industry is rallying – and some hotel segments are showing significant growth.

An Upper Midscale Sweet Spot

Overall, visits to hotels were 4.3% lower in Q2 2024 than in Q2 2019 (pre-pandemic). But this metric only tells part of the story. A deeper dive into the data shows that each hotel tier has been on a more nuanced recovery trajectory. 

Economy chains – those offering the most basic accommodations at the lowest prices – saw visits down 24.6% in Q2 2024 compared to pre-pandemic – likely due in part to hotel closures that have plagued the tier in recent years. Though these chains were initially less impacted by the pandemic, they were dealt a significant blow by inflation – and have seen visits decline over the past three years. As hotels that cater to the most price-sensitive guests, these chains are particularly vulnerable to rising costs, and the first to suffer when consumer confidence takes a hit.

Luxury Hotels, on the other hand, have seen accelerated visit growth over the past year – and have succeeded in closing their pre-pandemic visit gap. Upscale chains, too, saw Q2 2024 visits on par with Q2 2019 levels. As tiers that serve wealthier guests with more disposable income, Luxury and Upscale Hotels are continuing to thrive in the face of headwinds. 

But it is the Upper Midscale level – a tier that includes brands like Trademark Collection by Wyndham, Fairfield by Marriott, Holiday Inn Express by IHG Hotels & Resorts, and Hampton by Hilton – that has experienced the most robust visit growth compared to pre-pandemic. In Q2 2024, Upper Midscale Hotels drew 3.5% more visits than in Q2 2019. And during last year’s peak season (Q3 2023), Upper Midscale hotels saw the biggest visit boost of any analyzed tier. 

The Guests Driving Upper Midscale Chain Growth

Analyzing the captured markets* of Upper Midscale chains Trademark Collection by Wyndham, Fairfield by Marriott, Holiday Inn Express by IHG Hotels & Resorts, and Hampton by Hilton with demographics from STI: Popstats (2023) shows variance in the relative affluence of their visitor bases. 

Fairfield by Marriott drew visitors from areas with a median household income (HHI) of $84.0K in H1 2024, well above the nationwide average of $76.1K. Hampton by Hilton and Trademark Collection by Wyndham, for their parts, drew guests from areas with respective HHIs of $79.6K and $78.5K – just above the nationwide average. Meanwhile, Holiday Inn Express by IHG Hotels & Resorts drew visitors from areas below the nationwide average. 

But all four brands saw increases in the median HHIs of their captured markets over the past five years. This provides a further indication that it is wealthier consumers – those who have had to cut back less in the face of inflation – who are driving hotel recovery in 2024.

(*A chain’s captured market is obtained by weighting each Census Block Group (CBG) in its trade area according to the CBG’s share of visits to the chain – and so reflects the population that actually visits the chain in practice.)

Strategies for Retail Giants

Walmart, Target, and Costco are three of the country’s most popular retailers, drawing millions of shoppers each day. Each has distinct strengths that cater to their unique customer bases, helping them thrive in a competitive market.

Year-Over-Year Visit Growth 

Costco’s wholesale club model led the way in H1 2024, with consistent year-over-year (YoY) visit growth ranging from 6.1% in January 2024 to 13.3% in June. Walmart followed closely, with YoY foot traffic growth during all but two months. Target had a slower start, with visits below 2023 levels from January to April, and a 3.7% decline in YoY comparable sales. However, visits rebounded in May (2.5%), June (8.9%), and July (4.7%). This renewed growth bodes well for Target, especially as the back-to-school season ramps up.

For all three chains, Q2 2024’s visit success was likely bolstered by summer deals and intensifying price wars aimed at attracting inflation-weary consumers back to the store.

Increased Competition from Dollar Stores

While inflation is cooling, prices remain high, and discount and dollar stores are increasingly challenging Walmart, Target, and Costco. Many customers, especially those of more modest means, are drawn to the rock-bottom prices at dollar stores.

Analysis of cross-shopping patterns shows that a growing share of Walmart, Target, and Costco visitors also frequent Dollar Tree regularly. In Q2 2019, between 9.8% and 13.7% of visitors to these retailers visited Dollar Tree at least three times, but by Q2 2024, that share rose to 16.7%-21.6%.

Dollar Tree is capitalizing on this interest. Over the past year, it added 350 Dollar Tree locations while closing nearly 400 Family Dollar stores. The chain also acquired leases for 170 99 Cents Only Stores, gaining access to customers who buy everything from groceries to household goods. As Dollar Tree expands its footprint and food offerings, it poses a growing challenge to Walmart, Target, and Costco.

Read the full reports to discover more hotel and superstore insights. For more data-driven consumer research, visit our resource library.  

Reports
INSIDER
Report
The Return to Office: Recovery Still Underway
Dive into the data to explore the state of office recovery in 2024 and see how evolving office visit patterns are impacting ground transportation hubs, fast-casual dining, and more.
January 31, 2025
8 minutes

Starbucks. Amazon. Barclays. AT&T. UPS. These are just some of the major corporations that have made waves in recent months with return-to-office (RTO) mandates requiring employees to show up in person more often – some of them five days a week. 

But how are crackdowns like these taking shape on the ground? Is the office recovery still underway, or has it run its course? And how are evolving in-office work patterns impacting commuting hubs and dining trends? This white paper dives into the data to assess the state of office recovery in 2024 – and to explore what lies ahead for the sector in 2025.

A Marathon, Not a Sprint

In 2024, office foot traffic continued its slow upward climb, with visits to the Placer.ai Office Index down just 34.3% compared to 2019. (In other words, visits to the Placer.ai Office Index were 65.7% of their pre-COVID levels). And zooming in on year-over-year (YoY) trends reveals that office visits grew by 10.0% in 2024 compared to 2023 – showing that employee (and manager) pushback notwithstanding, the RTO is still very much taking place.

Indeed, diving into quarterly office visit fluctuations since Q4 2019 shows that office visits have been on a slow, steady upward trajectory since Q2 2020, following – at least since 2022 – a fairly consistent seasonal pattern. In Q1, Q2, and Q3 of each year, office visit levels increased steadily before dipping in holiday-heavy Q4 – only to recover to an even higher start-of-year baseline in the following Q1. 

Between Q1 and Q3 2022, for example, the post pandemic office visit gap (compared to a Q4 2019 baseline) narrowed from 63.1% to 47.5%. It then widened temporarily in Q4 before reaching a new low – 41.4% – in Q1 2023. The same pattern repeated itself in both 2023 and 2024. So even though Q4 2024 saw a predictable visit decline, the first quarter of Q1 2025 may well set a new RTO record – especially given the slew of strict RTO mandates set to take effect in Q1 at companies like AT&T and Amazon. 

The Stubborn Staying Power of the TGIF Workweek

Despite the ongoing recovery, the TGIF work week – which sees remote-capable employees concentrating office visits midweek and working remotely on Fridays – remains more firmly entrenched than ever. 

Low Friday Visit Share

In 2024, just 12.3% of office visits took place on Fridays – less than in 2022 (13.3%) and on par with 2023 (12.4%). Though Fridays were always popular vacation days – after all, why not take a long weekend if you can – this shift represents a significant  departure from the pre-COVID norm, which saw Fridays accounting for 17.3% of weekday office visits.

Unsurprisingly, Tuesdays and Wednesdays remained the busiest in-office days of the week, followed by Thursdays. And Mondays saw a slight resurgence in visit share – up to 17.9% from 16.9% in 2023 – suggesting that as the RTO progresses, Manic Mondays are once again on the agenda. 

Tuesday Visit Gap Just 24.3%

Indeed, a closer look at year-over-five-year (Yo5Y) visit trends throughout the work week shows that on Tuesdays and Wednesdays, 2024 office foot traffic was down just 24.3% and 26.9%, respectively, compared to 2019 levels. The Thursday visit gap registered at 30.3%, while the Monday gap came in at 40.5%. 

But on Fridays, offices were less than half as busy as they were in 2019 – with foot traffic down a substantial 53.2% compared to 2019. 

Hybrid Travel Trends

Before COVID, long commutes on crowded subways, trains, and buses were a mainstay of the nine-to-five grind. But the rise of remote and hybrid work put a dent in rush hour traffic – leading to a substantial slowdown in the utilization of public transportation. As the office recovery continues to pick up steam, examining foot traffic patterns at major ground transportation commuting hubs, such as Penn Station in New York or Union Station in Washington, D.C., offers additional insight into the state of RTO.

A Not-So-Rush Hour 

Rush hour, for one thing – especially in the mornings – isn’t quite what it used to be. In 2024, overall visits to ground transportation hubs were down 25.0% compared to 2019. But during morning rush hour – weekdays between 6:00 AM and 9:00 AM – visits were down between 44.6% and 53.0%, with Fridays (53.0%) and Mondays (49.7%) seeing the steepest drops. Even as people return to the office, it seems, many may be coming in later – leaning into their biological clocks and getting more sleep.  And with today’s office-goers less likely to be suburban commuters than in the past (see below), hubs like Penn Station aren’t as bustling first thing in the morning as they were pre-pandemic.

Evening rush hour, meanwhile, has been quicker to bounce back, with 2024 visit gaps ranging from 36.4% on Fridays to 30.0% on Tuesdays and Wednesdays. Office-goers likely form a smaller part of the late afternoon and evening rush hour crowd, which may include more travelers heading to a variety of places. And commuters going to work later in the day – including “coffee badgers” – may still be apt to head home between four and seven.

An Urban Shift

The drop in early-morning public transportation traffic may also be due to a shift in the geographical distribution of would-be commuters. Data from Placer.ai’s RTO dashboard shows that visits originating from areas closer to office locations have recovered faster than visits from farther away – indicating that people living closer to work are more likely to be back at their desks. 

And analyzing the captured markets of major ground transportation hubs shows that the share of households from “Principal Urban Centers” (the most densely populated neighborhoods of the largest cities) rose substantially over the past five years. At the same time, the share of households from the “Suburban Periphery” dropped from 39.1% in 2019 to 32.7% in 2024. (A location’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the location’s visitor base.) 

This shift in the profile of public transportation consumers may explain the relatively slow recovery of morning transportation visits: City dwellers , who seem to be coming into the office more frequently than suburbanites, may not need to get as early a start to make it in on time. 

Dining Ripple Effects

While the RTO debate is often framed around employer and worker interests, what happens in the office doesn’t stay in the office. Office attendance levels leave their mark on everything from local real estate markets to nationwide relocation patterns. And industries from apparel to dining have undergone significant shifts in the face of evolving work routines. 

Out to Lunch

Within the dining space, for example, fast-casual chains have always been workplace favorites. Offering quick, healthy, and inexpensive lunch options, these restaurants appeal to busy office workers seeking to fuel up during a long day at their desks. 

Traditionally, the category has drawn a significant share of its traffic from workplaces. And after dropping during COVID, the share of visits to leading fast-casual brands coming from workplaces is once again on the rise.

In 2019, for example, 17.3% of visits to Chipotle came directly from workplaces, a share that fell to just 11.6% in 2022. But each year since, the share has increased – reaching 16.0% in 2024. Similar patterns have emerged at other segment leaders, including Jersey Mike’s Subs, Panda Express, and Five Guys. So as people increasingly go back to the office, they are also returning to their favorite lunch spots.

More Coffee Please!

For many Americans, coffee is an integral part of the working day. So it may come as no surprise that shifting work routines are also reflected in visit patterns at leading coffee chains. 

In 2019, 27.5% of visits to Dunkin’ and 20.1% of visits to Starbucks were immediately followed by a workplace visit, as many employees grabbed a cup of Joe on the way to work or popped out of the office for a midday coffee break. In the wake of COVID, this share dropped for both coffee leaders. But since 2022, it has been steadily rebounding – another sign of how the RTO is shaping consumer behavior beyond the office. 

A Developing Story

Five years after the pandemic upended work routines and supercharged the soft pants revolution, the office recovery story is still being written. Workplace attendance is still on the rise, and restaurants and coffee chains are in the process of reclaiming their roles as office mainstays. Still, office visit data and foot traffic patterns at commuting hubs show that the TGIF work week is holding firm – and that people aren’t coming in as early or from as far away as they used to. As new office mandates take effect in 2025, the office recovery and its ripple effects will remain a story to watch.

INSIDER
Report
Quarterly Retail Review: Q4 2024
See how major retail categories fared during the all-important fourth quarter of 2024.
January 20, 2025
INSIDER
Report
10 Top Brands to Watch in 2025
Dive into Placer’s list of 10 top brands – and three potential surprises – for 2025, and find out what the data says about these brands’ growth accelerators.
January 16, 2025
14 minutes

Many retail and dining chains performed well in 2024 despite the ongoing economic uncertainty. But with the consumer headwinds continuing into 2025, which brands can continue pulling ahead of the pack? 

This report highlights 10 brands (in no particular order) that exhibit significant potential to grow in 2025 – as well as three chains that have faced some challenges in 2024 but appear poised to make a comeback in the year ahead. Which chains made the cut? Dive into the report to find out. 

1. Sprouts

Through 2024, visits to Sprouts Farmers Market locations increased an average of 7.2% year-over-year (YoY) each month, outpacing the wider grocery segment standard by an average of six percentage points. And not only were visits up – monthly visits per location also grew YoY. 

The promising coupling of overall and visits per location growth seems driven by the brands’ powerful understanding of who they are and what they bring to the market. The focus on high quality, fresh products is resonating, and the utilization of small- format locations is empowering the chain to bring locations to the doorstep of their ideal audiences. 

This combination of forces positions the brand to better identify and reach key markets efficiently, offering an ideal path to continued growth. The result is a recipe for ongoing grocery success.

2. CAVA

CAVA has emerged as a standout success story in the restaurant industry over the past several years. Traditionally, Mediterranean concepts have not commanded the same level of demand as burger, sandwich, Mexican, or Asian fast-casual concepts, which is why the category lacked a true national player until CAVA's rise. However, evolving consumer tastes have created a fertile landscape for Mediterranean cuisine to thrive, driven by factors such as social media influence, expanded food options via third-party delivery, growing demand for healthier choices, the rise of food-focused television programming, and the globalization of restaurant concepts .

CAVA’s success can be attributed to several key factors. Roughly 80% of CAVA locations were in suburban areas before the pandemic, aligning well with consumer migration and work-from-home trends. Additionally, CAVA was an early adopter of digital drive-thru lanes, similar to Chipotle’s "Chipotlanes," and began developing these store formats well before the pandemic. The brand has also utilized innovative tools like motion sensors in its restaurants to optimize throughput and staffing during peak lunchtime hours, enabling it to refine restaurant design and equipment placement as it expanded. CAVA’s higher employee retention rates have also contributed to its ability to maintain speed-of-service levels above category averages.

These strengths allowed CAVA to successfully enter new markets like Chicago in 2024. While many emerging brands have struggled to gain traction in new areas, CAVA’s visit-per-location metrics in recently entered markets have matched its national averages, positioning the brand for continued growth in 2025.

3. Ashley Furniture

Ashley’s recent strategy shift to differentiate itself through experiential events, such as live music, workshops, and giveaways, is a compelling approach in the challenging consumer discretionary category. Post-pandemic, commercial property owners have successfully used community events to boost visit frequency, dwell time, and trade area size for mall properties. It’s no surprise that retailers like Ashley are adopting similar strategies to engage customers and enhance their in-store experience.

The decision to incorporate live events into its marketing strategy reflects the growing demand for experiential and immersive retail experiences. While home furnishings saw a surge in demand during the pandemic, the category has struggled over the past two years, underperforming other discretionary retail sectors compared to pre-pandemic levels. Recognizing this challenge, Ashley’s rebrand focuses on creating interactive and memorable experiences that allow customers to engage directly with its products and explore various design possibilities. In turn, this has helped to drive visits from trade areas with younger consumers with lower household incomes.

Ashley has leaned into collaborations with interior designers and industry experts to offer informative sessions and workshops during these events. These initiatives not only attract traffic but also provide valuable insights into customers’ preferences, which can be used to refine product offerings, enhance customer service, and shape future marketing efforts. This approach is particularly relevant as millennials and Gen Z drive new household formation. While still early, Ashley’s pivot to live events is showing promising results in attracting visits and increasing customer engagement.

4. Nordstrom

Department stores have had many challenges in navigating changing consumer behavior and finding their place in an evolving retail landscape. Nordstrom, an example of department store success in 2024, has been able to maintain a strong brand relationship with its shoppers and regain its footing with its store fleet. While the chain has certainly benefited from catering to a more affluent, and less price sensitive, consumer base, it still shines in fostering a shopping experience that stands out.

Value might be a driver of retail visitation across the industry, but for Nordstrom, service and experience is paramount. The retailer has downplayed promotional activity in favor of driving loyalty among key visitors. Nordstrom also has captured higher shares of high-value, younger consumer segments, which defies commonly held thoughts about department stores. The chain was a top visited chain during Black Friday in 2024, showcasing that it’s top of mind for shoppers for both gift giving and self-gifting. 

What’s next? Nordstrom announced at the end of December that it plans to go private with the help of Mexican retail chain Liverpool. We expect to see even more innovation in store experience, assortments and services with this newfound flexibility and investment. And, we cannot forget about Nordstrom Rack, which allows the retailer to still engage price-conscious shoppers of all income levels, which is certainly still a bright spot as we head into 2025.

5. Sam’s Club

Visits are up, and the audience visiting Sam’s Club locations seems to be getting younger which – when taken together – tells us a few critical things. First, Sam’s Club has parlayed its pandemic resurgence into something longer term, leveraging the value and experience it provides to create loyal customers. Second, the power of its offering is attracting a newer audience that had previously been less apt to take advantage of the unique Sam’s Club benefits.

The result is a retailer that is proving particularly adept at understanding the value of a visit. The membership club model incentives loyalty which means that once a visitor takes the plunge, the likelihood of more visits is heightened significantly. And the orientation to value, a longer visit duration, and a wide array of items on sale leads to a larger than normal basket size.

In a retail segment where the value of loyalty and owning ‘share of shopping list’ is at a premium, Sam’s Club is positioned for the type of success that builds a foundation for strength for years to come.

6. Raising Cane’s Chicken Fingers

Raising Cane’s exemplifies the power of focus by excelling at a simple menu done exceptionally well. Over the past several years, the chain has been one of the fastest-growing in the QSR segment, driven by a streamlined menu that enhances speed and efficiency, innovative marketing campaigns, and strategic site selection in both new and existing markets. Notably, Raising Cane’s ranked among the top QSR chains for visit-per-location growth last year. Unlike many competitors that leaned on deep discounts or nostalgic product launches to boost traffic in 2024, Raising Cane’s relied on operational excellence to build brand awareness and drive visits. This approach has translated into some of the highest average unit sales in the segment, with restaurants averaging around $6 million in sales last year.

Raising Cane’s operational efficiency has also been a key driver of its rapid expansion, growing from 460 locations at the end of 2019 to more than 830 heading into 2025. This includes over 100 new store openings in 2024 alone, placing it among the top QSR chains for year-over-year visit growth. The chain’s ability to maintain exceptional performance while scaling rapidly highlights its strong foundation and operational strategy.

7. Life Time

While Life Time has fitness at its core, it has also expanded to become a lifestyle.  Healthy living is its mantra and this extends to both the gym aspect, but also the social health of its members with offerings like yoga, childcare, personalized fitness programs, coworking, and even an option for luxury living just steps away. 

With all these choices, it’s no wonder that its members are more loyal than others in its peer group.  

8. Barnes & Noble  

To the delight of book lovers everywhere, Barnes & Noble is back in force.  With a presence in every single state and approximately 600 stores, location options are growing to browse bestsellers, chat with in-store bibliophiles, or grab a latte.  Stores are feeling cozier and more local, with handwritten recommendations across the store. The chain’s extensive selection of gifts and toys mean that one can stop in for more than just books. The membership program is also relaunching, rewarding members for their purchases.  Even though some locations have downsized, efficiency is up with average visits per square foot increasing over the last 3 years.  Customers are also lingering, with nearly 3 in 10 visitors staying 45 minutes or longer. 

With options for a “third place” that’s not home or work dwindling, Barnes & Noble is poised to fill that hole.

9. H Mart

From its origins as a corner grocery store in Queens, NY 42 years ago, H Mart now boasts over 80 stores throughout the US. Shoppers are enticed by the aroma of hot roasted sweet potatoes wafting through the store, the opportunities to try new brands like Little Jasmine fruit teas, and the array of prepared foods such as gimbap and japchae. In addition to traditional Korean, Chinese, and Japanese groceries, H Mart’s assortment has expanded to staple items and American brands as well like Chobani yogurt or Doritos.

 As the Hallyu wave sweeps across the nation and K-pop stars like Rose top the charts for the eight straight week with the catchy “APT”, so too is the appetite for Asian food.  At the second-most visited H Mart in the nation in Carrollton, TX, the ethnic makeup of customers is 39% White, 14% Black, 23% Hispanic or Latino, and 20% Asian – reflecting the truly universal appeal of this supermarket chain.

10. Bluemercury

Beauty retail had a transformative 2024, with a general cooling off in demand for the category. Competition between chains has increased and delivering quality products, expertise and services is critical to maintain visits. Against this backdrop, Bluemercury stands out as a shining star in parent company Macy’s portfolio of brands, with the brand well positioned to take on this next chapter of beauty retail.

Bluemercury’s success lies in its ability to be a retailer, an expert, and a spa service provider to its consumers. Placer data has shown that beauty chains with a service and retail component tend to attract more visitors than those who just specialize in retail offerings, and Bluemercury is no exception. The chain also focuses solely on the prestige market within the beauty industry and caters to higher income households compared to the broader beauty category; both of those factors have contributed to more elastic demand than with other retailers. 

Bluemercury’s bet on product expertise and knowledge combined with a smaller format store help to foster a strong connection between the beauty retailer and its consumers. The brand overindexes with visitors “seeking youthful appearance” and has cemented itself as a destination for niche and emerging beauty brands. As the larger Macy’s brand grapples with its transformation, Bluemercury’s relevance and deep connection to its consumer base can serve as an inspiration, especially as the beauty industry faces mounting uncertainty.

3 Potential Surprises for 2025

1. Starbucks

Competitors like Dutch Bros and 7Brew are on the rise, critical office visitation patterns remain far behind pre-pandemic levels, and the chain did not end the year in the most amazing way in terms of visit performance. But there is still so much to love about Starbucks – and the addition of new CEO Brian Niccol positions the coffee giant to rebound powerfully. 

The focused attention on leaning into its legendary ‘third place’ concept is in excellent alignment with the shift to the suburbs and hybrid work and with audiences that continue to show they value experience over convenience. But the convenience-oriented customer will likely also benefit from the brand’s recent initiatives, including pushes to improve staffing, mobile ordering alignment and menu simplification. In addition, the brand is still the gold standard when it comes to owning the calendar, as seen with their annual visit surges for the release of the Pumpkin Spice Latte or Red Cup Day and their ability to capitalize on wider retail holidays like Black Friday and Super Saturday. 

The combination of the tremendous reach, brand equity, remaining opportunities in growing markets and the combined ability to address both convenience and experience oriented customers speaks to a unique capacity to regain lost ground and drive a significant resurgence against the expectations of many.

2. Adidas

Retail has had its challenges this year, with many consumers opting for off-price to snag deals – but the strength of the Adidas brand should not be underestimated.  Gazelles and Sambas are still highly coveted, and a partnership with Messi x Bad Bunny racked up over a million likes. Consumers are favoring classic silhouettes across both shoes and clothing, and nothing says classic like those three stripes.

3. Gap Inc.

Gap, and its family of brands including Old Navy and Banana Republic, are synonymous with American apparel retail. The namesake brand has always been at the center of comfort, value and style, but over time lost its way with consumers. However, over the past year and a half, the reinvigoration of the Gap family of brands has started to take shape under the direction of CEO Richard Dickson. 

New designs, collaborations, splashy marketing campaigns and store layouts have taken shape across the portfolio. While we haven’t seen a lot of change in visitation to stores over the past year, trends are certainly moving in the right direction and outpacing many other brands in the apparel space. Gap has also reinserted itself into the fabric of American fashion this past year with designs for the Met Gala.

The benefit of Gap Inc.’s portfolio is that each brand has a distinct and unique audience of consumers that it draws from. This allows each brand to focus on meeting the needs of its visitors directly instead of trying to be all things for a broader group of consumers. Old Navy in particular has a strong opportunity with consumers as value continues to be a key motivator. 

Gap has done all of the right things to not only catch up to consumers’ expectations but to rise beyond them. Even as legacy store-based retail brands have seen more disruption over the past few years, Gap is ready to step back into the spotlight.

Variety of Paths to Success in 2025 

The diversity of brands featured in this report highlight the variety of categories and strategic initiatives that can drive retail and dining success in 2025. 

Sprouts’ focus on quality products and small-format stores, CAVA’s rise as a suburban dining powerhouse, and Nordstrom’s commitment to customer experience all highlight how understanding and responding to consumer needs can drive success. Brands like Ashley Furniture, Sam’s Club, H Mart, and Life Time have shown how offering a unique value proposition within a crowded segment, leveraging loyalty, and creating memorable experiences can fuel growth. And Raising Cane’s demonstrates the power of simplicity and operational efficiency in building momentum.

At the same time, niche players like Bluemercury are excelling by catering to specific audiences with authenticity and expertise. And while Starbucks, Adidas, and Gap Inc. face challenges, the three companies’ brand equity and revitalization efforts suggest potential for a significant comeback.

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