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Executive Insights
All the Things I Think I Think About Retail Over the Last Quarter: Amazon, Walmart & Why the Box May Soon Be on the Other Porch
Retail in 2025 is being redefined by omnichannel convergence, creative merchandising, and tech-driven convenience. Walmart’s 4.5% sales growth underscores its edge over Amazon, while warehouse clubs modernize and grocers uncover new merchandising plays. The winners? Those adapting fastest to a constantly shifting retail landscape.
Chris Walton
Oct 9, 2025
9 minutes

It’s that time again. The time where I share my thoughts on everything I think I think about retail...at this very moment.

Over the first nine months of 2025, we have witnessed some pretty darn amazing things across the retail industry. We've witnessed traditional competitive boundaries blur as some large scale grocery players (at least, one that is one and one that wants to be one) venture into same-day delivery logistics, we’ve seen warehouse clubs reimagine convenience, and we have also had more than one retailer experiment with what the right size of its store footprint should be.

What emerges from this chaos is a revalidation of what omnichannel retailing really is. It is about the reimagining of how consumers shop, where they shop, and why they choose to shop one retailer over another.  

Therefore, the following observations represent not just trends to watch, but strategic inflection points that could determine which retailers will have the greatest probability to thrive going forward in this beautiful and increasingly complex omnichannel world.

I Think I Think Walmart Is Out-Amazoning Amazon 

In Q2 2025, Walmart delivered comparable sales growth of +4.5% (excluding fuel), driven largely by profitable e-commerce, and maintained stable store traffic. Monthly same-store visits, according to Placer.ai, were also remarkably steady between +0.7% and -1.8%, from May through August, amid industry-wide macroeconomic pressures.

Meanwhile, the other U.S. retailing behemoth, Amazon, began pushing (or is it forcing?) its way into grocery in August by way of same-day delivery. Walmart, on the flip side, and not to be outdone, also began putting significant resources behind its Walmart Fulfillment Services offering. 

All told, it is a game of anything you can do, I can do better. It is one-upmanship at its finest.

The only question is – who stands the better chance of winning? Or at least drawing blood from the other?

From my vantage point, Walmart has a much better chance of holding onto its grocery reign because it already is a grocer, and quite a large one at that – drawing nearly half as many visits as the entire brick-and-mortar grocery category. Walmart’s 4,600+ store advantage is sizable. Amazon may take from others but the moat around Walmart is pretty large.

On the other hand, will Amazon keep a similar hold on its vendor logistics business?

If I were a betting man, Walmart has a better chance of making inroads on Amazon’s logistics revenue than Amazon has on hurting Walmart in grocery. 

Said another way, I guess the box may soon be on the other porch, Amazon. 

I Think I Think Size Really Doesn’t Matter

The size of one’s store base is dependent upon so many factors. 

Location, the overall experience design, the ROI of “the box,” and more can all impact the size and shape of a retailer’s store base, and, more often than not, all of them actually work in concert together. Which is why anyone pontificating on the trend in the “size” of stores likely hasn’t put much thought into his or her argument.

Despite the recent run-up of retailers trying to get smaller (Macy’s, in particular, comes to mind), there is no tried-and-true rule that smaller stores will work or vice versa. 

In some cases, like in dense or urban markets, smaller stores might work, while in others, if the approach is one of creating destination-type stores, like Hy-Vee or Buc-ees, larger stores might work, too. 

My favorite example of someone “getting smaller” is Sprouts. As Sprouts CEO Jack Sinclair told me at Groceryshop, Sprouts realized its format had gotten too large, went back to its roots of differentiated products and great looking fresh produce in a smaller box, and has not looked back since. 

At the end of the day – smaller, bigger, uncut – none of it matters as much as what your brand is trying to accomplish for your customers and what, in turn, resonates with them the most.

I Think I Think Superstores And Warehouse Clubs Will Pick Up Share Via More Short, Quick Visits 

I think we can all agree that, generally speaking, Walmart and the warehouse clubs are noted for having great prices. On the flip side, what they haven’t been known as much for in the past is a quick and convenient shopping experience.

But that is about to change for two reasons.

The first is economics. There is always a trade-off between convenience and price. As budgets continue to get constrained, people will begin to trade off waiting in lines or navigating the dreaded Costco parking lot to save money. 

The second is the evolution of these retailers as omnichannel retailers. For example, Walmart’s Chief E-Commerce Officer David Guggina told me recently that one-third of Walmart’s scheduled deliveries are delivered to Walmart customers in under three hours (see video of interview). This behavior itself gives rise to the theory that people are starting to leverage Walmart for quick trips.

Delivery is only one leg of the omnichannel stool, however. 

The other two legs are buy online, pickup in-store (BOPIS) and the actual speed of the in-store experience itself. Much has been documented already about the rise of BOPIS following the pandemic, so I won’t belabor the point here because it, too, is likely driving the data below.

The other aspect is that places like Sam’s Club have done a masterful job of making their stores more convenient and time-efficient. Sam’s Club is leading the way on cashierless checkout in the club channel. Sam’s Club Scan & Go shoppers, which account for an amazing one-third of the Sam’s Club customer base, can simply walk through an AI-powered exit arch and then have a digital receipt sent to them upon exit.

Allow me to take a moment to put this last statement into perspective with a concrete example.

Pretend my wife calls me on my way home from work and asks me to pick up some milk. I have a choice: Do I go to the local grocer or do I go to Sam’s? If I decide to go local, I likely will end up paying more ,and I could also possibly have to wait in line to check out at either a manned till or a self-checkout machine. On the other hand, if I go to Sam’s Club, I can just walk in, scan the milk I want, pay at a paystation and then walk through the arch.

Which experience would you choose?

Enough said.

I Think I Think Good Merchandising Never Goes Out Of Style

The number one answer any retailer needs to answer in today’s omnichannel world is, “Why come to my store in the first place.” 

And that answer begins and ends with good merchandising. 

Take a look at some of the more creative merchandising efforts this year as depicted in the graph below:

What they all have in common is a “hook.” Someone got creative and went outside of the box to compel customers into their stores for new and exciting reasons. It is the definition of good merchandising. 

Therefore, retailers, convenience store operators, and QSRs can never rest on their laurels. They constantly need to push the envelope to one-up the year before and the competition. 

The best merchants get supercharged by the creative demands of this challenge. The worst merchants get their answers from interpolating spreadsheets and making decisions solely off of last year’s data.

I Think I Think Grocers Have An Untapped Merchandising Opportunity

Speaking of merchandising, the convergence of technology and the increasing tendency of consumers to use supermarkets as their mid-day lunch or snack source versus QSRs could inspire a unique opportunity for those grocers adventurous enough to seize it.

I have long been a proponent of electronic shelf labels. The use cases in support of them are almost endless at this point. One of my favorite use cases is the ability to run intra-day promotions, an idea that is virtually impossible with paper price tags, and one that also gets supercharged when the component of in-store digital media screens gets added to the equation as well.

Imagine a grocer who uses electronic shelf labels and then starts running unique daily promotions at lunch time. These promotions could be done on ANYTHING:

  • Too many chubs of salami? Run a discount.
  • Want your customer to pick up a heat-and-eat meal for dinner later? Run a promo on chicken parm for a couple of hours.
  • Want to sell more high-margin vaccines out of your pharmacy? Run a two-hour takeover of digital signage and in-store audio.

You get the idea. It is the Venn diagram of retail media and in-store execution at its finest.

And I Think I Think These Are The Implications Of All The Above

The convergence of these above trends signals a tried-and-true retail axiom, i.e. that success is determined not by what you sell per se, but by how you can integrate convenience, value, and your brand (a better word choice than experience) across every touchpoint.

And this axiom will manifest itself in a number of self-affirming, yet sizable ways.

First, as the Walmart/Amazon tête-à-tête illustrates, a single channel advantage will become almost impossible to defend. Retailers need to decide in which channels they want to speak to their customers or risk being outflanked by competitors who will. This creates both vulnerability for established players and opportunities for agile newcomers who can build omnichannel capabilities from the ground up.

Second, technology will play an even bigger role as the industry equalizer. The Sam's Club scan-and-go example is the perfect encapsulation of this idea. It shows how technology can completely flip traditional competitive dynamics. Warehouse clubs, once seen as inconvenient despite their pricing advantages, are at the tipping point of becoming more convenient (and value-laden) than traditional grocers. Retailers who boldly invest in finding new ways to use technology to flip their positioning on the convenience-value-brand spectrum stand to capture disproportionate market share, regardless of their historical positioning.

Third, merchandising is and will forever be the epicenter of retailing. As physical store differentiation becomes harder to achieve, creative merchandising becomes the primary weapon for driving foot traffic and brand loyalty. Retailers who cannot consistently surprise and delight customers with consistent in-stocks, innovative in-store displays, exciting product collaborations, and limited-time offerings will find themselves relegated to utility shopping only, which is about as big as a “Danger Will Robinson” position as there is.

As I look back on 2025, Walmart, hands down, is “winning.” Sure, it has scale. It is the biggest retailer going. But scale isn’t why Walmart is on the hot streak that it is. The real secret to Walmart’s success has been its incredible speed of adaptation, rather than the scale of its operation. Its scale only enhances the impact of successful adaptation. 

That is the real punchline to the joke. 

What got you here won’t get you there. The task at hand is to transform fast enough to remain relevant in a world where the rules of engagement are being rewritten all the time, by competitors both large and small.

For more data-driven insights, visit placer.ai/anchor

Article
The Comeback Blueprint for Kirkland’s and Bed Bath & Beyond
In 2025, Beyond, Inc. and The Brand House Collective will rebrand 250–275 Kirkland’s stores as Bed Bath & Beyond Home. Despite softer digital and traffic trends, modest same-store visit gains at Kirkland's suggest potential for renewed growth for the chain.
Lila Margalit
Oct 8, 2025
3 minutes

2025 has been a year of comebacks for legacy retailers. Brands like Barnes & Noble, Gap, and Abercrombie & Fitch are seeing renewed momentum. And amid this wave of revivals, Beyond, Inc. and The Brand House Collective (formerly Kirkland’s Inc.) are betting on one of retail’s most iconic banners: Bed Bath & Beyond (BBB).

After acquiring Kirkland’s intellectual property, Beyond Inc. plans to rebrand 250–275 Kirkland’s stores as Bed Bath & Beyond Home and close the rest. The strategy aims to merge Kirkland’s real estate footprint with the trust and recognition of BBB – once the undisputed leader in home furnishings retail. Can the pull of nostalgia and the equity of a trusted brand rewrite the trajectory of a struggling home furnishings chain?

Kirkland’s Well-Positioned for a Revival

Kirkland’s, known for accessible home décor and furnishings, has long been a staple of the home furnishings sector. Yet like many of its peers, it has grappled with headwinds from softening discretionary spending. Since 2019, overall visits to the chain have steadily declined as the company downsized its store fleet – and most months of 2025 have continued to register year-over-year (YoY) foot traffic declines. Online performance has also lagged, with digital comparable sales dropping last quarter by double digits.

Still, the data also reveals signs of underlying brick-and-mortar strength. Over the past several quarters, Kirkland’s in-store comparable sales have remained relatively stable, with some quarters seeing slight increases and others modest declines. And as illustrated by the chart below, the chain’s reduced fleet has posted modest same-store visit gains through much of this year, suggesting that the company’s remaining stores may be well-positioned for a turnaround. 

The Power of a Brand

Against this backdrop, plans to merge Kirkland’s real estate footprint with the trust and recognition of BBB offer significant promise. The pie chart below offers a reminder of just how influential Bed Bath & Beyond once was: In 2019, BBB accounted for nearly one-fourth of all visits to the home furnishings sector nationwide, far outpacing rivals. While the company’s bankruptcy in 2023 suggested that brand power alone couldn’t offset operational missteps, the name still carries significant weight with consumers. For Kirkland’s, this partnership could provide the spark it needs for renewed growth.

A Recipe for Success

The combination of Kirkland’s streamlined fleet and BBB’s brand equity creates a compelling recipe for revival. With the right execution – balancing nostalgia with modern retail practices – this collaboration could transform a fading chain into a leader once more.

To see up-to-date retail traffic trends, visit our 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.

Article
Distinct Playbooks Driving Growth in Premium Home Retail
RH, Le Creuset, and Sur La Table are outperforming the home furnishings sector by aligning unique strategies to distinct audiences. From immersive, experience-driven retail to research-led, transaction-focused events, each brand shows how tailored positioning drives growth.
Bracha Arnold
Oct 7, 2025
4 minutes

Homewares and home decor chains have seen their share of ups and downs over the past few years, from pandemic highs to a discretionary retail slowdown – but some chains, especially high-end ones, are thriving. We took a look at visit data to four retailers – Restoration Hardware (RH), Le Creuset, and Sur La Table – to see what the visit data and demographics reveal about the segment.

Visits on The Rise

Homewares are having a cultural moment – a shift that first gained momentum during the pandemic, when people stuck at home began investing deeply in their living spaces. Since then, social media’s influence has helped lifestyle-forward brands like RH and Le Creuset gain cultural cachet – and visits to these retailers have significantly outpaced the broader home improvement sector, as shown in the chart below.

This resilience – especially amid a broader retail slowdown – underscores how home decor and kitchenware are evolving into status and lifestyle symbols, with culinary aesthetics even finding expression in decor trends.

Distinct Audiences Across the Category

Although RH, Sur La Table, and Le Creuset all compete in the premium home goods segment, their different brand identities attract distinct audiences and lead to very different in-store behaviors.

RH and Sur La Table attract some of the most affluent, luxury-oriented shoppers in retail and consistently post long dwell times. Both brands use their store fleets not just as showrooms, but as platforms for high-margin services and experiences that extend engagement and drive revenue between product cycles.

Many flagship RH stores include a fine-dining restaurant, and the chain ties complimentary design consultations to a paid annual membership – both of which may resonate with younger “Educated Urbanites” who value elevated dining experiences and expert guidance as they furnish their first homes. Sur La Table, by contrast, generates fee-based revenue from cooking classes and curated international culinary trips, offerings that appeal most to “Booming with Confidence” households – prosperous, established couples eager to invest in premium food and travel experiences. By tailoring experiential services to the distinct aspirations of their core audiences, RH and Sur La Table demonstrate how luxury retailers can extend brand relevance, and sustain growth beyond traditional product sales.

Le Creuset, by contrast, follows a more sales-driven model. With a lower share of high-income households, the brand reaches aspirational, luxury-adjacent shoppers who may have less discretionary income for premium experiences. Store activations such as Factory-to-Table events are designed primarily to drive transactions rather than prolong visits. Le Creuset also over-indexes among “Singles and Starters” – younger, upwardly mobile shoppers who frequently discover the brand on social media. This group tends to conduct heavy online research before visiting, leading to shorter, purpose-driven trips where shoppers arrive ready to buy.

Together, the patterns suggest two distinct playbooks: RH and Sur La Table use experience to lengthen visits and monetize engagement between product cycles, while Le Creuset relies on highly considered, research-led purchases that translate into shorter, purpose-driven store trips.

No One-Size Fits All Playbook for Luxury Retail 

The success of RH, Sur La Table, and Le Creuset highlights that there is no single formula for winning in luxury retail. Some brands lean on immersive experiences that extend and monetize engagement. Others focus on sales-driven activations that convert researched shoppers. What unites them is a sharp alignment between strategy and the values and behaviors of their core audiences – a positioning that enables them to thrive even amid broader retail headwinds.

For more retail data, visit our 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. 

Article
Do QSR Value Promotions Still Resonate With Consumers?
From McDonald’s Extra Value Meals to Pizza Hut’s $2 Tuesdays and Dairy Queen’s Free Cone Day, the latest foot traffic data reveals what types of QSR promotions still move the needle in 2025.
Lila Margalit
Oct 6, 2025
4 minutes

Standing Out Amid Consumer Fatigue 

The recent revival of McDonald’s Extra Value Meal has fueled speculation that the quick-service restaurant (QSR) space might be gearing up for another round of value wars. Yet the data suggests that basic value offerings may no longer be enough to reliably drive traffic. To overcome consumer fatigue and heightened price sensitivity, brands must deliver promotions that truly stand out – whether through unusually deep discounts, memorable giveaways, or culturally resonant collaborations. 

Measured Response to McDonald’s Extra Value Meal

McDonald’s recent foot traffic trends illustrate this dynamic. Despite the chain’s Extra Value Meals relaunch, visits to McDonald’s dropped 4.4% year over year (YoY) during the week of September 8th and fell a further 5.2% and 3.7% over the next two weeks. These results pale in comparison to the brand’s April 2025 Minecraft Movie Meal collaboration, which generated consistent traffic boosts throughout its run.

The muted YoY impact of the new value meal doesn’t necessarily signal failure – after all, McDonald’s is lapping last year’s $5 Summer of Value campaign, which extended through 2024. But it highlights the limits of standard deals in a marketplace where consumers expect baseline value from QSR leaders. In an environment crowded with offerings – from Taco Bell’s Luxe Boxes, to Wendy’s Biggie Bags and Burger King’s 2 for $5 promotions – incremental savings feel less like innovation and more like table stakes. 

… But 50-Cent Deals Continue to Wow

Still, truly eye-catching promotions continue to break through – and McDonald’s 50-cent Double Cheeseburger deal on National Cheeseburger Day (September 18th, 2025) is a case in point. On the day of the promotion, visits jumped 6.4% compared to the chain’s recent Thursday average – showing that consumers remain highly responsive to promotions that feel unique and unmissable. 

$2-Buck Tuesdays Drive Visits to Pizza Hut

Pizza Hut’s summer promotions tell a similar story. The chain’s $2-Buck Tuesday deal, which offered a one-topping Personal Pan Pizza for just $2, drove a remarkable 63.2% YoY surge in Tuesday visits during its run (July 8th through August 26th, 2025). And although foot traffic continued to decline on other days of the week, the promotion’s Tuesday lift was enough to push overall weekly visits into positive territory for much of its duration.

Yet when Pizza Hut followed up with a more conventional $5 Crafted Flatzz menu in late August – available all week long until 5:00 PM – the response was far less dramatic. Though traffic held steady YoY during the first weeks of the launch, and the brand’s YoY visit gap has remained somewhat narrower since, consumers clearly differentiated between a “can’t-miss” deal and a “reasonable” discount.

Dairy Queen’s Spring Success

Dairy Queen provides further illustration of both the power and the limits of value promotions in 2025. The chain’s annual Free Cone Day, held at the start of spring, generated an astonishing 326.7% spike in visits on Thursday, March 20th compared to the prior same-day average. The deal even outperformed 2024’s Free Cone Day, boosting weekly traffic 23.8% YoY despite lapping last year’s March 19th event. And an 85-cent Blizzard deal the following week extended the surge, lifting visits 31.2% YoY.

But when Dairy Queen relaunched the same 85-cent Blizzard offer in September (September 8th to 21st, 2025), results were far more muted. Seasonality likely played a role – ice cream naturally peaks in spring and summer, and wanes in colder weather. But repetition also dulls impact, and without the momentum of a free giveaway just days before, the fall promotion may have felt more routine. 

The New Rules of Value

The mixed results of McDonald’s, Pizza Hut, and Dairy Queen’s 2025 promotions show that standard value menus are no longer enough to stand out in today’s price-sensitive QSR market. The most effective deals offer consumers something they can’t get anywhere else – whether freebies, unusually deep discounts, or resonant pop-culture tie-ins. For QSRs, the challenge is to capture attention and disrupt routines without eroding margins through unsustainable discounting.

For more QSR insights, explore Placer.ai’s free industry trends tool.

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.

Article
Who’s Losing Grocery Share to Dollar General – and What Consumer Habit Is Driving Its Growth?
Dollar General is rapidly gaining grocery share, fueled by short “in-and-out” trips and a growing role as a food destination. Since 2019, the chain has taken visits from traditional supermarkets while expanding nationwide beyond its Southern core. Cross-shopping shows Aldi as a complementary partner, while Kroger and other legacy grocers feel the squeeze.
Lila Margalit
Oct 3, 2025
5 minutes

Even as overall retail and dining visits show signs of slowing amid economic uncertainty, dollar stores continue to thrive. In July and August 2025, overall foot traffic to Dollar General and Dollar Tree rose 2.7% and 3.9% year over year (YoY), with average visits per location up 1.8% and 5.7%, respectively.

This momentum has not necessarily come at the expense of other discount giants like Walmart and Target. But what does the dollar-store surge mean for the grocery sector? We dove into the data to find out, focusing on category leader Dollar General. Is the retailer siphoning visits away from supermarkets, or is it serving as a complementary stop alongside other formats?

A Growing Share of Traditional Grocery Visits

Over the past several years, Dollar General has steadily deepened its grocery presence. Fresh produce rollouts, expanded frozen assortments, and a focus on “everyday essentials” have helped shift its positioning from an occasional convenience stop to a more frequent shopping destination.

Foot traffic trends align with this shift. From Q2 2019 to Q2 2025, Dollar General’s share of grocery visits – across both traditional and value chains – rose consistently, while traditional chains like Kroger and Albertsons lost nearly four percentage points. Value grocers, meanwhile, (i.e. Aldi) remained stable through 2022 before gaining ground themselves, suggesting that Dollar General has primarily pulled shoppers away from traditional supermarkets even as other budget-oriented grocers strengthened.

Cross-Shopping Shifts

Cross-visitation data also supports this pattern. Kroger visitors are increasingly supplementing their shopping routines with Dollar General, while Dollar General customers are gradually reducing their reliance on Kroger. This points to Dollar General’s growth coming, at least in part, at the expense of traditional grocers. 

So far, this shift has yet to make a major dent in grocery performance. Even as the share of Dollar General shoppers visiting Kroger has declined, Kroger’s overall traffic has remained relatively steady – up 1.3% between Q2 2019 and Q2 2022, and down just 1.2% between Q2 2022 and Q2 2025. This indicates that Kroger has so far managed to offset losses to Dollar General by drawing in new visits, potentially including shoppers trading down from restaurants to prepared foods in the grocery aisle. Looking ahead, grocers may continue to hold their ground by adapting to consumers' changing food routines, even as dollar stores expand their role in food retail.

Meanwhile, Dollar General’s relationship with Aldi has evolved differently. From 2019 to 2022, overlap between the two chains held flat or dipped slightly. But from 2022 to 2025, cross-visitation rose in both directions: More Dollar General shoppers visited Aldi, and vice versa. The pattern suggests the two are increasingly functioning as complementary stops for value-driven households – similar to how Dollar General coexists with Walmart, Target, and Costco. Aldi's positioning as a complement rather than a direct competitor is likely also one of the tailwinds behind the grocer's sustained nationwide growth. 

Growth Nationwide

And these patterns extend nationwide. Dollar General’s footprint remains strongest in the South, where it accounted for one in five visits to grocery stores in Q2 2025. But the chain’s fastest grocery visit growth is occurring elsewhere. Between 2019 and 2025, its grocery visit share climbed by over four points in the Midwest and more than three points in the Northeast. And despite Dollar General’s relatively limited presence in the West, it nearly doubled its grocery visit share over the same period. 

The Power of Quick Visits

Location analytics further reveal that Dollar General’s growth has been fueled largely by its dominance in short visits – ”in-and-out” trips lasting less than ten minutes for essentials like milk, bread, eggs, or snacks. Dollar General now accounts for 28.0% of all under-ten minute visits to Dollar General, traditional grocery stores, and value grocery stores. This is a sharp increase from the 24.1% relative short visit share going to Dollar General in Q2 2019. 

Dollar General's share of extended visits (over 10 minutes) also grew between Q2 2019 and Q2 2025, but these still account for just 10.2% of combined Dollar General and grocery visits. Together, these trends underscore how Dollar General has solidified its role as a quick-stop destination, carving out a niche that complements rather than fully replaces the traditional grocery trip. 

Looking Ahead

As Dollar General continues expanding its footprint and grocery offerings, its impact on how – and where – Americans shop for food is poised to keep growing. By capturing short-visit traffic and offering a broader grocery selection, the chain is reshaping the competitive landscape and prompting both traditional and value grocers to adapt.

For the most up-to-date dollar store visit data, 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.

Article
Exploring Barnes & Noble’s Recent Acquisitions 
Barnes & Noble’s acquisition of Bay Area chain Books Inc. highlights a strategy that blends community-driven bookstore experiences with the financial scale of a national brand. Location analytics reveal how B&N’s model could reshape Books Inc.’s future.
Bracha Arnold
Oct 2, 2025
4 minutes

Book retailer Barnes & Noble has been making strategic moves to strengthen its position in the marketplace. The chain, which prioritizes building a local, independent bookstore feel while leveraging its size and purchasing power, has been steadily acquiring beloved independent bookstore chains. It first acquired Colorado chain Tattered Cover in 2023, and just announced the acquisition of Books Inc. in the Bay Area.

We took a closer look at recent visit trends and compared Barnes & Noble’s customer behavior with Books Inc. to understand how this acquisition may help B&N extend its experiential, community-driven model – while giving Books Inc. the scale and pull of a national brand.

Cataloging Barnes & Noble’s Visit Growth

Some of the most successful brick-and-mortar retailers today are tapping into consumer desire for experiential retail and community – and Barnes & Noble is no exception. The chain has undergone a significant transformation in recent years, guided by new leadership and a deliberate shift toward bookstores that feel independent while being part of a national brand. 

This approach seems to be resonating with shoppers: Throughout 2025, visits to B&N have risen consistently on a YoY basis. And average visits per location have increased most months as well, showing that even as the bookseller grows its fleet, existing stores are thriving. Building on that momentum, B&N is pushing ahead with expansion – beyond its recent acquisitions, the chain plans to open 60 new stores in 2025.

Books Inc. Under New Leadership

Barnes & Noble has achieved what many booksellers struggle to do: establish itself as an experiential destination for book lovers. Store managers have the freedom to curate selections tailored to their local communities, giving each location its own personality while maintaining the reach and resources of a large retailer. And while the company has acquired smaller, struggling brands, it has done so in a way that preserves their identity while giving them the purchasing power and financial cushion of a major national retailer. The latest example is Bay Area independent bookstore chain Books Inc., which will keep its name even as it operates under new management.

Location analytics reveal meaningful differences in customer behavior at the two chains. At a Barnes & Noble in Redwood City, CA, 65.1% of visitors stayed more than 15 minutes, compared to 57.2% at a Books Inc. just 5.5 miles away. Longer visits reflect the success of Barnes & Noble’s experiential approach – stores designed not just for quick purchases, but for browsing, discovery, and lingering.  

The data also highlight a seasonal divergence. Barnes & Noble sees dramatic surges around key shopping moments – in December 2024, visits to the Redwood City B&N surged 47.5% above average, while Books Inc.’s increase was a more modest 16.4%. While Books Inc. has remained a steady draw throughout the year, Barnes & Noble has carved out a distinct role as a holiday destination, competing not only with other bookstores but also with broader categories like gifting and entertainment – a crucial differentiator in a retail sector where fourth-quarter performance can define a year.

Taken together, these patterns suggest that under B&N’s leadership, Books Inc. could deepen its appeal as both a community hub and a shopping destination. If management successfully blends Books Inc.’s historic local ties with B&N’s proven ability to capture extended visits and seasonal demand, the chain may see more sustained engagement and stronger sales peaks.

A New Page for Books Inc.

Barnes & Noble’s acquisition of Books Inc. has the potential to strengthen both brands. For B&N, it reinforces a community-first strategy that independent bookstores have long excelled at – and that continues to resonate with readers. For Books Inc., it brings the pull and financial stability of a national chain.

To explore more chains leading the visit growth pack, check out our 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.

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3 Strategies for Full-Service Success in 2025
Dive into the data to uncover strategies helping full-service restaurant chains succeed in what remains a challenging environment.
February 20, 2025

Strategy is Everything

The full-service dining segment has experienced its fair share of challenges over the past few years, with pandemic-era closures, rising food and labor costs, and cutbacks in discretionary spending contributing to visit lags. In 2024, visits were down 0.2% year over year (YoY) and remained 8.4% below 2019 levels – a reflection of the significant number of venues that permanently closed over COVID and a testament to the industry's ongoing struggle to regain its pre-pandemic footing.

Yet, even in a difficult environment, some full-service restaurant (FSR) chains are thriving. These brands aren’t waiting for the industry to rebound – they're becoming trendsetters in their own right, proving that stand-out strategy is everything in a challenging market. 

This white paper explores brands that are harnessing three key differentiators – fixed-price value offerings, elevated social experiences, and a laser focus on product – to drive full-service dining success in 2025. 

Fixed-Price Value Models 

One of the most defining trends over the past few years has been the unrelenting march of price increases. And as consumers continue to seek out ways to save, some chains are staying ahead of the pack with fixed-price value offerings that help diners squeeze out the very best bang for their buck. 

A Golden Opportunity: All You Can Eat at Golden Corral 

Golden Corral, the all-you-can-eat buffet chain that lets kids under three eat for free, is one FSR that is benefiting from consumers’ current value orientation. Despite closing several locations in 2024, overall visits to the chain still tracked closely with 2023 levels, declining by just 0.5% – while the average number visits to each Golden Corral restaurant grew 3.8% YoY. 

Golden Corral’s value proposition is resonating strongly with budget-conscious Americans eager to enjoy a wide variety of comfort foods at an affordable price. The chain’s visitors tend to come from trade areas with lower median household incomes (HHIs) than traditional full-service restaurant (FSR) diners. And these patrons are willing to travel to enjoy the chain’s value buffet offerings, many of which are situated in rural areas and may require a longer drive. In 2024, 25.2% of Golden Corral’s diners came from over 30 miles away – compared to just 19.2% for the wider FSR segment.

Golden Corral’s continued flourishing proves that in an era of rising costs, diners are willing to go the extra mile (literally) for a restaurant that delivers both quality and affordability.

(Nearly) All-You-Can-Play at Chuck E. Cheese  

Children’s party space and eatertainment destination Chuck E. Cheese has had a transformative few years. Following the retirement of its iconic animatronic band, the chain shifted its focus to a new membership model, announcing a revamped Summer of Fun pass in May 2024 – including unlimited visits over a two-month period, steep discounts on food, and up to 250 games per day. The pass proved incredibly popular, with YoY visits surging by 15.6% in May 2024, when the offer launched – a sharp turnaround from the YoY visit declines of the previous months. Recognizing the strong demand, Chuck E. Cheese extended the program year-round – and the strategy has paid off as YoY visits remained positive through the end of 2024.

Fun With Repeat Visitors

A closer look at the data suggests that parents are making full use of their unlimited passes: The share of weekday visits was higher in H2 2024 than in H2 2023, likely due to families using their passes for weekday entertainment rather than reserving visits for weekends and special occasions. 

At the same time, the share of repeat visitors – those frequenting the chain at least twice a month – also grew. Although these repeat visitors may not purchase additional gameplay beyond the flat fee, their more frequent on-site presence likely translates into increased sales of pizza and other menu items.

Next-Level Social Experiences

While value has been a major motivator for restaurant-goers in recent years, low prices aren’t the only drivers of FSR success. Brands offering unique experiences aimed at maximizing social interaction are also seeing outsized gains. 

Though many of these more innovative venues tend to be on the more expensive side, they draw enthusiastic crowds willing to pony up for concepts that combine good food with fun social occasions.  And some of the more successful ones bolster perceived value through offerings like fixed-price menus or club memberships.  

KPOT: Food, Friends, and Fun

Korean cuisine has  been on the rise in recent years, with restaurants like Bonchon Chicken and GEN Korean BBQ House making significant waves in the dining space. Another chain drawing attention is KPOT Korean BBQ and Hot Pot, which began modestly in 2018 and has since expanded to over 150 locations nationwide. 

Diners at KPOT can customize their meals by selecting from a variety of proteins, broths, sauces, and side dishes, known as banchan, while barbecuing or cooking in a hotpot at their table and sipping on the drinks from the menu’s extensive selection. And though pricier than Golden Corral, KPOT also offers an all-you-can-eat experience that lets customers squeeze the most value out of their indulgence. 

Location intelligence shows that KPOT’s experiential dining model is resonating with customers: Since Q4 2019, the average number of visits to each KPOT location has risen steadily – even as the chain has grown its footprint – while the average dwell time has also increased. Indeed, rather than a quick dining stop, KPOT has become a destination for guests to linger, enjoying both food and drinks – and an interactive and social experience.

Wine-Not Have a Drink 

By positioning themselves as gathering places for fine wine aficionados, wine-club-focused concepts such as Postino WineCafe and Cooper’s Hawk Winery are also benefiting from today’s consumers’ emphasis on social experiences. The two upscale dining destinations offer club memberships that combine periodic wine releases with a variety of perks. 

And the data suggests that the model is strongly resonating with diners. Both Postino and Cooper’s Hawk have grown their footprints over the past year, driving substantial YoY chain-wide visit increases while average visits per location grew as well – showing that the expansions and experiential offerings are meeting robust demand. 

And analyzing the two chains’ captured markets shows that the wine club model enjoys broad appeal across a variety of audience segments.

Unsurprisingly, both wine clubs’ visitor bases include higher-than-average shares of affluent consumers with money to spend, including Experian: Mosaic’s “Power Elite”, “Booming with Confidence”, and “Flourishing Families” segments (the nation’s wealthiest families, as well as affluent suburban and middle-aged households). But the two chains also attract younger, more budget-conscious consumers – Postino, which has many downtown locations, is popular among “Singles and Starters”, while Cooper’s Hawk is popular among “Promising Families” - i.e. young couples with children. 

The success of the two brands across various segments underscores the impact of a distinctive experience – especially when paired with a loyalty-boosting membership – in attracting today’s consumers.

Laser Focus on Food and Ambiance

Value offerings and unique experiences have the power to drive restaurant visits – but ultimately, a good meal in an inviting atmosphere is a draw in and of itself, as is shown by the success of First Watch and Firebirds Wood Fired Grill.

Seasonal Menus, Leisurely Brunches

Breakfast-only restaurant First Watch excels at ambiance and menu innovation,  changing up its offerings five times a year and striving to maintain a neighborhood feel at each of its locations.

First Watch has made a point of leaning into its strengths, eschewing discounts in favor of a consistently elevated dining experience and doubling down its strongest day part (weekend brunch), rather than trying to artificially drive up interest at other times. 

And the strategy appears to be working: In 2024, visits to First Watch increased 6.6% YoY – with Saturdays and Sundays between 11:00 A.M. and 1:00 P.M. remaining its busiest dayparts by far. Visitors to First Watch also tend to linger over their meals more than at other breakfast chains – in 2024, the restaurant experienced an average dwell time of 54.9 minutes, significantly longer than the 48.7-minute average at other breakfast-focused restaurants.

By focusing on what matters most to its diners – innovative and exciting food and a welcoming atmosphere that allows patrons to enjoy their meals at a leisurely pace – First Watch is continuing to flourish.

Firing Up Interest In Dining Out

Another chain that is growing its footprint and its audience on the strength of a menu and ambiance-focused approach is Firebirds Wood Fired Grill. The chain, known for its “polished casual” vibe and bold, unique flavors, added several new restaurants last year, leading to a 6.5% increase in overall visits. Over the same period, the average number of visits to each Firebirds location held steady – showing that the new restaurants aren’t cannibalizing existing business. 

The chain’s success may rest, in part, on its locating its venues in areas rife with enthusiastic foodies. Data from Spatial.ai’s FollowGraph shows that in 2024, Firebird’s trade areas had significantly higher shares of  “BBQ Lovers”, “Gourmet Burger Lovers,” and “Foodies”  than the nationwide average. This suggests that Firebirds is attracting diners who prioritize the experience of eating – key for a chain that prides itself on putting good food first. The chain is also known for its welcoming decor and design – another aspect that may lead to its strong visit success.

Put That On Your Plate

Necessity often serves as the mother of invention, and challenging economic periods continue to spark new trends and innovations in the dining scene. From a heightened focus on value – drawing families and lower-HHI consumers willing to travel for a good deal – to the growing appeal of social dining and the timeless draw of good food – new trends are emerging to meet changing consumer expectations.

INSIDER
Report
How Stadiums and Arenas Engage Fans
Dive into the data to explore how sports venues drive fan engagement with superstar athletes, winning teams, and audience-centric initiatives.
February 3, 2025
8 minutes

Stadiums and arenas – and the communities they call home – have a stake in cultivating engaged team fanbases eager to participate in live events. And venues and teams can employ a variety of strategies to strengthen their connection with fans and draw crowds to the stands. 

In this report, we leverage location analytics and audience segmentation to uncover some of the ways that sports franchises and venues are driving engagement – attracting visitors from farther away and appealing to fans more likely to splurge on stadium fare. How does the signing of a star athlete impact arena visitor profiles? What happens to stadium visitation trends when a team’s performance improves dramatically? And how can teams and venues tailor their offerings to more effectively cater to visitor preferences? 

We dove into the data to find out.

Superstars on the Squad

In sports, the signing of a star athlete can have a ripple effect across the organization, hometown, and league. In addition to driving up overall attendance at games, star power can impact everything from visit frequency to audience profile – and the buying power of stadium attendees. 

Lionel Messi: A Footballer’s Foot Traffic Impact

Lionel Messi’s move to Inter Miami CF after decades of European play brought a foot traffic boost to Chase Stadium (formerly DRV PNK Stadium). But it also shifted the demographics of stadium visitors and increased the distance they traveled to attend a game.

At Inter Miami’s 2022 and 2023 home openers without Messi (he joined the team mid-season in 2023), only 6.4% and 5.3% of visitors to Chase Stadium came from over 250 miles away. But for the 2024 home opener with Messi on the squad, 31.3% of stadium visitors traveled more than 250 miles to attend. 

The demographics of visitors at the home opener also changed with Messi on the team. Trade area data combined with the Spatial.ai: PersonaLive dataset reveals that the 2024 home opener received a smaller share of households in the “Near-Urban Diverse Families” (11.2%) and “Young Urban Singles” (7.2%) segments than the two previous years. Meanwhile, shares of “Sunset Boomers” (13.0%) and “Ultra Wealthy Families” (20.1%) increased, indicating that Messi brought an older and more affluent demographic of visitors to the stadium compared to previous years. Messi’s arrival has generated increased revenue for Inter Miami CF, Major League Soccer, and Apple TV+, which has exclusive streaming rights for MLS games. And an influx of affluent out-of-town visitors also has the potential to drive positive outcomes for tourism and employment in the Miami area.

Caitlin Clark: The WNBA Catches Superstar Fever 

Caitlin Clark’s WNBA debut was another star-powered game changer – this time for women’s basketball. After dazzling the sports world during her college basketball career, Caitlin Clark was drafted first overall to the Indiana Fever before the 2024 WNBA season. The superstar’s arrival has had a staggering economic impact on the city of Indianapolis and the Fever franchise, highlighting the benefit of a top athlete within the local community. However, Clark’s stardom also had a far-reaching impact on the league as a whole, adding tremendous value to the WNBA. Trade area analysis reveals that several WNBA arenas saw an uptick in visitor affluence when hosting the Fever with Clark in the lineup – likely driven in part by the elevated ticket prices associated with her appearances.

When the Minnesota Lynx hosted the Fever on July 14th, 2024, for example, the median HHI of Target Center’s captured market shot up to just over $93K/year, well above the median HHIs for the games immediately before and after that event. (A venue’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 venue’s visitor base.)  Similarly, the Fever’s away game against the Connecticut Sun on May 14th, 2024 at Mohegan Sun Arena drove a higher audience median HHI ($103.6K/year) than either of the Sun’s next two home games.

Teams for the Win

Having a superstar on the roster can drive positive outcomes locally and league-wide – but overall team success is the ultimate goal for any franchise. So it may come as no surprise that stadiums and arenas can drive engagement when their home teams perform well on the field or court. And teams that reverse their fortunes often spark even greater excitement, boosting visitor loyalty, visit duration, and other key metrics.

Baltimore Orioles: Fans Flock to On-Field Success

The Baltimore Orioles had one of the worst records in baseball just a few years ago. But since 2022, the team has flipped the script – stringing together winning seasons and postseason berths. And location intelligence shows that as the team finds success, fans are becoming more engaged with their hometown stadium. 

During the 2019 regular season, one of the worst for the club in recent history, stadium attendance suffered, with only 8.3% of visitors to Oriole Park at Camden Yards visiting the stadium at least three times. But during the 2024 regular season, Oriole Park’s share of repeat visitors (those who visited at least three times) was almost double 2019 levels (16.3%) – consistent with a sharp increase in sales of multi-game ticket packages.

In addition to attending games more often, visitors to Oriole Park also appear to be spending more time at the ballpark. During the 2019 regular season, visitors spent an average of 150 minutes at the stadium, but in 2024, the average time at the park increased to 178 minutes – potentially boosting ancillary spending and in-stadium advertising exposure. The increased dwell time of visitors is particularly noteworthy when considering that MLB’s rule changes have significantly shortened average game time.  

The more engaged fandom engendered by team success not only impacts stadium visitor behavior, but also has the potential to drive revenue. The Orioles added 20 new corporate sponsors before the 2024 season, likely due to the attention garnered by the well-performing club.

Detroit Lions: The Pride of the Region

The NFL’s Detroit Lions provide another example of team success that has driven visitor engagement. As the franchise has improved its record in recent years, the trade area size of its stadium – Ford Field – has also increased, indicating elevated attendance from fans living further away. 

The Lions finished the regular season with losing records from 2019 to 2021, but finished over .500 in 2022 (9-8), 2023 (12-5), and 2024 (15-2). And with the team’s increasing wins each consecutive season, the size of its stadium's trade area has also increased steadily – reaching 81.3% above 2019 levels in 2024. 

This underscores just how much team success matters to fans, who may be more inclined to travel longer distances if they believe their team is likely to win. Ultimately, broader fan engagement across a wider trade area also increases a team’s growth potential beyond in-stadium attendance – driving merchandise sales, increasing viewership, and benefitting both the team and the league as a whole. 

Catering to Hometown Audiences

While stadium attendance and visitor behavior is often correlated to the performance of the sports teams that play in the arena, sporting venues can also drive fan engagement in ways that aren’t solely tied to team success or big-name athletes. By adapting their concessions and venue operations to visitor preferences, stadiums and arenas can better serve their audiences and strengthen their community presence. 

Phoenix Suns: The Dawn of Value Dining

Consumers have been feeling the pinch of rising food costs for quite some time, but at least one NBA team has responded to make concessions at the game more affordable for fans. In December 2024, the Phoenix Suns announced a $2 value menu for all home games at Footprint Center – delivering steep discounts on hot dogs, water, soda, and snacks. 

Location analytics suggest that since the value menu launch, more fans who would have otherwise waited until after leaving the venue to grab a bite are now enjoying food and drinks inside the arena. Analysis of five Suns home games just before the value menu launch – between November 26th and December 15th, 2024 – reveals that between 7.0% and 9.3% of stadium visitors visited a dining establishment after leaving the arena. But following the value menu launch before the December 19th, 2024 home game, post-game dining decreased to under 6.0% through the end of the year. 

Suns owner Mat Ishbia’s announcement of the new menu called out the need for affordable food options for families at Suns games. As the season progresses, the new menu may drive a larger share of family households to Suns games, which could provide opportunities for advertisers and other stadium partners. 

Lumen Field, Seattle, WA: Hawkish About the Environment

Consumers in Washington – and especially Seattle – are known for their affinity for plant-based diets and environmentally-friendly lifestyles. And that goes for local football fans as well: Audience segmentation provided by the AGS: Behavior & Attitudes dataset combined with trade area data reveals that during September to December 2024, households within Lumen Field’s potential visitor base were 36% more likely to be “Environmentally Conscious Buyers” and “Environmental Contributors” and 39% more likely to be “Vegans” compared to the nationwide average. By contrast, across all NFL stadiums, potential visiting households were 2%, 1%, and 3% less likely, respectively, to belong to these segments.

And Lumen Field has been actively catering to these consumer preferences. The stadium, which has been experimenting with plant-based culinary options for quite some time, was recently recognized as one of the most vegan-friendly stadiums in the NFL. And in December 2024, Lumen became the second stadium in the league to achieve TRUE precertification for its efforts to become a zero-waste venue.

By remaining aligned with its visitor base – including both football fans and people that visit the stadium for other events – Lumen Field encourages visitors to feel at home at their local stadium. And fans may be more connected to their team knowing the club shares their values and respects their lifestyle. 

Winners All Around

Stadiums and arenas can leverage a variety of strategies to engage visitors in attendance as well as wider audiences. Signing a star athlete, putting together a winning club, or adapting to local preferences are just some of the ways that sports franchises and athletic venues can find success. 

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.

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