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

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, 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.
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.
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.

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.
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.
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.
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.

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.
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.
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.
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 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 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.

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?
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-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.
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.
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.
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.
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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.
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.
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.
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.
Return-to-office (RTO) trends have been closely watched over the past few years, with relevant stakeholders trying to puzzle out the impact remote and hybrid work have had on business operations and worker performance. And while visits to office buildings, overall, remain below pre-pandemic levels, office recovery varies from city to city – reflecting the complex and nuanced nature of regional economic trends, workforce preferences, and industry-specific needs.
This white paper harnesses location analytics to explore office recovery in the country’s second-largest economy – Los Angeles. The first part of the report is based on an analysis of foot traffic data from Placer.ai’s Los Angeles Office Index – an index comprising 100 office buildings in LA (including several in the greater metro area). The second part of the report broadens the lens to analyze visits by local employees to points of interest (POIs) corresponding to four major LA-area office districts: Century City, Downtown LA, Santa Monica, and Culver City. The white paper examines the impact that return-to-work mandates have had on visits to office buildings, discovers which demographic groups are driving the RTO, and explores the connection between commute time and return-to-office rates.
The return to office in Los Angeles has consistently lagged behind other major cities, underperforming nationwide recovery levels since the pandemic ground in-office work to a virtual halt. Still, the city’s office buildings are seeing a steady increase in visits, with foot traffic tending to spike at the beginning of each year. This indicates that even though office visits in LA are still below national averages, they are on a steady growth trajectory – a promising sign for stakeholders in the city.
A closer examination of Los Angeles office buildings also shows that despite the overall lag, some top-performing buildings in the LA metro area are defying the odds. Visits to the 20 local office buildings with the narrowest Q2 2024 post-COVID visit gaps were down just 8.7% in June 2024 compared to January 2019 – significantly outperforming the nationwide average.
So while overall office recovery in the city is still behind nationwide trends, these top-performing buildings indicate an optimistic outlook for the city’s office spaces.
Diving into the demographics of visitors to LA’s top-performing office buildings reveals an important insight: these buildings are attracting younger workers. This cohort has shown a stronger preference for in-person work compared to their older colleagues.
Analyzing the buildings’ captured markets with psychographics from AGS: Panorama reveals that these buildings are attracting visitors from areas with larger shares of "Emerging Leaders" and "Young Coastal Technocrats" than the broader metro area.
"Emerging Leaders'' – upper-middle-class professionals in early stages of their careers – make up 20.3% of households in the trade areas feeding visits to these top-performing buildings, compared to 14.9% in the broader LA CBSA. Similarly, "Young Coastal Technocrats," young and highly educated professionals in tech and professional services, account for 14.7% of households driving visits to the top-performing buildings, compared to only 12.1% in the broader area.
The trend suggests that companies in these high-performing office buildings employ many early-career professionals eager to accelerate their careers and work in-person with colleagues and mentors. This is a positive sign for the future of the office market in the LA metro area, indicating that it is attractive to key demographic groups that are likely to drive future growth and innovation.
Over the past few years, the debate regarding return-to-office mandates has been a heated one. Will employees follow return-to-office requirements? Can companies enforce the return to office after offering remote and hybrid work options? Recent location analytics data suggests that, at least in the Los Angeles metro area, some return-to-office mandates have been effective.
Three major tech companies – Activision Blizzard, TikTok, and SNAP Inc. – recently made their return-to-office policies stricter. Activision mandated a full return to the office in January 2024. TikTok has also intensified its return-to-office policy while seeking to expand its office presence in the greater Los Angeles area. And SNAP Inc. required employees to return to the office earlier this year as a condition of continued employment.
Visitation patterns at each of these companies' respective headquarters suggest that their policies have directly impacted visit frequency. Since the beginning of the year, the share of repeat office visits (defined as two or more visits per week) has increased for all three locations. Activision saw its share of repeat office visits grow from 52.1% in H1 2023 to 61.4% in the same period of 2024. TikTok’s repeat visits grew from 49.5% to 61.0%, and SNAP’s repeat visits increased from 36.6% to 42.8%.
These numbers highlight how return-to-office policies can lead to noticeable changes in office visit patterns and offer a blueprint to other businesses looking to foster a stronger in-office workforce.
Los Angeles is the second-largest metro area in the country, with several distinct business districts across its sprawling landscape. And a closer look at four major office hubs in the greater LA area – Century City, Downtown LA, Santa Monica, and Culver City – highlights how the office recovery can vary, not just by city or demographic, but on a neighborhood level.
Weekday visits by local employees to all four analyzed business districts have rebounded significantly since 2020 – though each area has followed its own particular trajectory.
Culver City, home to major businesses including Sony Pictures and Disney Digital Network, saw the least pronounced drop in employee visits during the early days of the pandemic. And in Q2 2024, weekday visits by local workers were down just 18.4% compared to Q1 2019.
Century City, on the other hand, saw the most marked drop in local employee foot traffic as the pandemic set in. But the district’s recovery trajectory has also been the most dramatic – with a Q2 2024 visit gap of just 28.5%, smaller than Downtown LA’s 29.7% visit gap. Perhaps capitalizing on this momentum, Century City is expanding its business district with the addition of a major new office building, set to be completed in 2026 and serve as the headquarters for Creative Artists Agency. Santa Monica, for its part, finished off Q2 2024 with a 23.3% visit gap.
Century City stands out within the Los Angeles metropolitan area for its dramatic decline and subsequent resurgence in local employee foot traffic. And looking at another metric of office recovery – employee commute distance – further underscores the district’s remarkable comeback.
The share of employees commuting to Century City from three to seven miles away has nearly returned to pre-COVID levels – suggesting a normalization of commuting patterns by local workers living in the area. In H1 2019, 33.5% of workers in Century City commuted between 3 and 7 miles to work; in 2022, that number had dropped to 29.8%. But by 2024, the share of visitors making that commute had grown to 32.5% – much closer to pre-COVID numbers.
Similarly, the region’s trade area size, which had contracted significantly in the wake of the pandemic, bounced back significantly in 2024. This serves as another indication of Century City’s rebound, cementing Century City’s status as a key business hub within the Los Angeles metropolitan area.
Five years after the upheaval caused by the pandemic, office spaces are still changing. Although the Los Angeles area has taken longer to recover than other major cities, analyzing local visitation data shows significant potential for the city’s business areas. With young employees leading the return-to-office charge, the city is poised to keep driving its strong economy and adjust to an evolving office environment.
Retail media networks (RMNs) have cemented their roles as the future – and present – of advertising. These networks enable advertisers to promote products and services through a retailer’s online properties and physical stores, when consumers are close to the point-of-purchase and primed to buy.
Today, we take a closer look at two newcomers to the retail media space: Costco Wholesale and Wawa. Both chains have an online presence – but both also excel at in-store experiences, offering unique opportunities for consumer engagement and exposure to new products.
This white paper dives into the data to explore some of the key advantages Costco and Wawa bring to the retail media table – and examine how the retailers’ physical reach can best be leveraged to help advertising partners find new audiences.
Wawa and Costco, the latest additions to the growing number of companies with retail media networks, exhibit significant advertising potential. Both brands boast a wide reach and diverse customer base, and both have access to troves of customer data through membership and loyalty programs.
Foot traffic data confirms the robust offline positioning of the two retailers. In Q1 2024, year-over-year (YoY) visits to Costco and Wawa increased 9.5% and 7.5% respectively – showing that their in-store engagement is on a growth trajectory.
And since consumers tend to spend a lot more time in-store than they do on retailers’ websites, Costco’s and Wawa’s strong brick-and-mortar growth positions them especially well to help advertisers reach new customers. In Q1 2024, the average visits to Costco’s and Wawa’s physical stores lasted 37.4 and 11.4 minutes respectively – compared to just 6.7 and 4.6 minutes for the chains’ websites. These longer in-store dwell times can be harnessed to maximize ad exposure and offer partners more extended opportunities for meaningful interactions with customers. Partners can also analyze the behavior and preferences of the two chains’ growing visitor bases to craft targeted online campaigns.
Costco’s retail media network will tap into the on- and offline shopping habits of its staggering 74.5 million members to inform targeted advertising by partners. And the retailer’s tremendous reach offers a significant opportunity to engage customers in-store.
But while Costco is dominant in some areas of the country, other markets are led by competitors like Sam’s Club and BJ’s Wholesale Club. And advertisers looking to choose between competing RMNs or hone in on the areas where Costco is strongest can analyze Costco's performance and visit share – on a local or national level – to determine where to focus their efforts.
An analysis of the share of visits to wholesalers across the country reveals that Costco is the dominant wholesale membership club in much of the Western United States. But Costco also captures the largest share of wholesale club visits in many other major population centers, including important markets like New York, Chicago, Phoenix, and San Antonio. Costco’s widespread brick-and-mortar dominance offers prospective advertising partners a significant opportunity to connect with regional audiences in a wide array of key markets.
Another one of Costco’s key advantages as a retail media provider lies in its highly loyal and engaged audience. In May 2024, a whopping 41.4% of Costco’s visitors frequented the club at least twice during the month – compared to 36.6% for Sam’s Club and 36.0% for BJ’s Wholesale.
Moreover, Costco led in average visit duration compared to its competitors. In May 2024, customers spent an average of 37.1 minutes at Costco – surpassing even the impressive dwell times at Sam’s Club and BJ’s Wholesale Club.
YoY visits per location to Costco, too, were the highest of the analyzed wholesalers, all three of which saw YoY increases. These metrics further establish the wholesaler’s position as an effective retail media provider.
Even when foot traffic doesn't show a brand’s clear regional dominance, location analytics can reveal other metrics that signal its unique potential. Take the Richmond-Petersburg, VA, designated market area (DMA), for example. In May 2024, BJ’s Wholesale Club led the DMA with 41.2% of wholesale club visits, while Costco was a close second with 37.3% of visits.
But despite BJ’s lead in visit share, Costco's Richmond audience was more affluent. Costco's visitors came from trade areas with a median household income (HHI) of $93.2K/year, compared to $73.1K/year for Sam’s Club and $89.5K/year for BJ’s. Additionally, Costco drew a higher share of weekday visits than its counterparts.
Analyzing shopper habits and preferences across chains on a local level can provide crucial context for strategists working on media campaigns. Advertisers can partner with the brands most likely to attract consumers interested in their offerings, and identify where – and when – to focus their advertising efforts.
Convenience stores, or c-stores, are emerging as destinations in and of themselves – and their rising popularity among a wider-than-ever swath of consumers opens up significant opportunities in the retail advertising space.
Wawa is a relative newcomer to the world of retail media, after other c-stores like 7-Eleven and Casey’s launched their networks in 2022 and 2023. But despite coming a bit late to the party, the potential for Wawa’s Goose Media Network is significant – thanks to a cadre of highly loyal visitors who enjoy the physical shopping experience the c-store chain offers.
In May 2024, Wawa’s share of loyal visitors (defined as those who visited the chain at least twice in a month) was 60.1%. In contrast, other leading c-store chains operating in Wawa’s market area – QuickTrip and 7-Eleven, for example – saw loyalty rates of 56.0% and 47.9%, respectively, for the same period.
Additionally, Wawa visitors browsed the aisles longer than those at other convenience retailers. In May 2024, 39.9% of Wawa visitors stayed in-store for 10 minutes or longer, compared to 29.6% at QuickTrip and 25.7% at 7-Eleven.
Wawa's loyal customer base and longer visit durations make it a strong contender in the retail media space. By harnessing this high level of customer engagement, Wawa can draw in advertisers and develop targeted marketing strategies that resonate with its dedicated shoppers.
Wawa has been on an expansion roll over the past few years, with plans to open at least 280 stores over the next decade in North Carolina, Tennessee, Georgia, Alabama, Ohio, Indiana, and Kentucky. The chain has also been steadily increasing its footprint in Florida – between January 2019 and April 2024, Wawa grew from 167 Sunshine State locations to 280, with more to come.
And analyzing changes in Wawa’s visit share in one of Florida’s biggest markets – the Miami-Ft. Lauderdale DMA – shows how successful the chain’s local expansion has been. Between January 2019 and April 2024, Wawa more than doubled its category-wide visit share in the Miami area (i.e. the portion of total c-store visits in the DMA going to Wawa) – from 19.0% to nearly 40.0%.
A look at changes in Wawa’s Miami-Ft. Lauderdale trade area shows that the chain’s growing visit share has been driven by an expanding market and an increasingly diverse audience.
In April 2019, there were some 55 zip code tabulation areas (ZCTAs) in the Miami-Ft. Lauderdale DMA from which Wawa drew at least 3,000 visits per month. By April 2021, this figure grew to 96 – and by April 2024, it reached 129.
Over the same period, the share of “Family Union” households in Wawa’s local captured market – defined by the Experian: Mosaic dataset as families comprised of middle-income, blue collar workers – nearly doubled, growing from 7.4% in April 2019 to 14.4% in April 2024.
Retail media networks that make it easier to introduce shoppers to products and brands that are closely aligned with their preferences and habits offer a win-win-win for retailers, advertisers, and consumers alike. And Costco and Wawa are extremely well-positioned to make the most of this opportunity.

Everybody loves coffee. And with some 75% of American adults indulging in a cup of joe at least once a week, it’s no wonder the industry is constantly on an upswing.
In early 2024, year-over-year (YoY) visits to coffee chains increased nationwide – with every state in the continental U.S. experiencing year-over-year (YoY) coffee visit growth.
The most substantial foot traffic boosts were seen in smaller markets like Oklahoma (19.4%), Wyoming (19.3%), and Arkansas (16.9%), where expansions may have a more substantial impact on statewide industry growth. But the nation’s largest coffee markets, including Texas (10.9%), California (4.2%), Florida (4.2%), and New York (3.5%), also experienced significant YoY upticks.
The nation’s coffee visit growth is being fueled, in large part, by chain expansions: Major coffee players are leaning into growing demand by steadily increasing their footprints. And a look at per-location foot traffic trends shows that by and large, they are doing so without significantly diluting visitation to existing stores.
On an industry-wide level, visits to coffee chains increased 5.1% YoY during the first five months of 2024. And over the same period, the average number of visits to each individual coffee location declined just slightly by 0.6% – meaning that individual stores drew just about the same amount of foot traffic as they did in 2023.
Drilling down into chain-level data shows some variation between brands. Dutch Bros., BIGGBY COFFEE and Dunkin’ all saw significant chain-wide visit boosts, accompanied by minor increases in their average number of visits per location.
Starbucks, for its part, which reported a YoY decline in U.S. sales for Q2 2024, maintained a small lag in visits per location. But given the coffee leader’s massive footprint – some 16,600 stores nationwide – its ability to expand while avoiding more significant dilution of individual store performance shows that Starbucks’ growth is meeting robust demand.
What is driving the coffee industry’s remarkable category-wide growth? And who are the customers behind it? This white paper dives into the data to explore key factors driving foot traffic to leading coffee chains in early 2024. The report explores the demographic and psychographic characteristics of visitors to major players in the coffee space and examines strategies brands can use to make the most of the opportunity presented by a thriving industry.
One factor shaping the surge in coffee visit growth is the slow-but-sure return-to-office (RTO). Hybrid work may be the post-COVID new normal – but RTO mandates and WFH fatigue have led to steady increases in office foot traffic over the past year. And in some major hubs – including New York and Miami – office visits are back to more than 80.0% of what they were pre-pandemic.
A look at shifting Starbucks visitation patterns shows that customer journeys and behavior increasingly reflect those of office-goers. In April and May 2022, for example, 18.6% of Starbucks visitors proceeded to their workplace immediately following their coffee stop – but by 2024, this share shot up to 21.0%.
Over the same period, the percentage of early morning (7:00 to 10:00 AM) Starbucks visits lasting less than 10 minutes also increased significantly – from 64.3% in 2022 to 68.7% in 2024. More customers are picking up their coffee on the go – many of them on the way to work – rather than settling down to enjoy it on-site.
Dunkin’ is another chain that is benefiting from consumers on the go. Examining the coffee giant’s performance across major regional markets – those where the chain maintains a significant presence – reveals a strong correlation between the share of Dunkin’ visits in each state lasting less than five minutes and the chain’s local YoY trajectory.
In Wisconsin, for example, 50.9% of visits to Dunkin’ between January and May 2024 lasted less than five minutes. And Wisconsin also saw the most impressive YoY visit growth (5.9%). Illinois, Ohio, Maine, and Connecticut followed similar patterns, with high shares of very short visits and strong YoY showings.
On the other end of the spectrum lay Tennessee, Alabama, and Florida, where very short visits accounted for a low share of the chain’s statewide total – under 40.% – and where visits declined YoY.
Dunkin’s success with very short visits may be driven in part by its popular app, which makes it easy for harried customers to place their order online and save time in-store. And this is good news indeed for the coffee leader – since customers using the app also tend to generate bigger tickets.
Dutch Bros.’ meteoric rise has been fueled, in part, by its appeal to younger audiences. Recently ranked as Gen Z’s favorite quick-service restaurant, the rapidly-expanding coffee chain sets itself apart with a strong brand identity built on cultivating a positive, friendly customer experience.
And Dutch Bros.’ people-centered approach is resonating especially well with singles – including young adults living alone – who may particularly appreciate the chain’s community atmosphere.
Analyzing the relative performance of Dutch Bros.’ locations across metro areas – focusing on regions where the chain has a strong local presence – shows that it performs best in areas with plenty of singles. Indeed, the share of one-person households in Dutch Bros.’ local captured markets is very strongly correlated with the coffee brand’s CBSA-level YoY per-location visit performance. Areas with higher concentrations of one-person households saw significantly more YoY visit growth in the first part of 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).
The share of one-person households in Dutch Bros.’ Tucson, AZ captured market, for example, stands at 33.4% – well above the nationwide baseline of 27.5%. And between January and May 2024, Tucson-area Dutch Bros. saw a 6.0% increase in the average number of visits per location. Tulsa, OK, Medford, OR, and Oklahoma City, OK – which also feature high shares of one-person households (over 30.0%) – similarly saw per-location visit increases ranging from 3.6% - 7.0%. On the flip side, Fresno, CA, Las Vegas-Henderson-Paradise, NV, and San Antonio-New Braunfels, TX, which feature lower-than-average shares of single-person households, saw YoY per-location visit declines ranging from 1.5%-9.5%.
As Dutch Bros. forges ahead with its planned expansions, it may benefit from doubling down on this trends and focusing its development efforts on markets with higher-than-average shares of one-person households – such as university towns or urban areas with lots of young professionals.
Michigan-based BIGGBY COFFEE is another java winner in expansion mode. With a growth strategy focused on emerging markets with less brand saturation, BIGGBY has been setting its sights on small towns and rural areas throughout the Midwest and South. Though the chain does have locations in bigger cities like Detroit and Cincinnati, some of its most significant markets are in smaller population centers.
And a look at the captured markets of BIGGBY’s 20 top-performing locations in early 2024 shows that they are significantly over-indexed for suburban consumers – both compared to BIGGBY as a whole and compared to nationwide baselines. (Top-performing locations are defined as those that experienced the greatest YoY visit growth between January and May 2024).
“Suburban Boomers”, for example – a Spatial.ai: PersonaLive segment encompassing middle-class empty-nesters living in suburbs – comprised 10.6% of BIGGBY’s top captured markets in early 2024, compared to just 6.6% for BIGGBY’s overall. (The nationwide baseline for Suburban Boomers is even lower – 4.4%.) And Upper Diverse Suburban Families – a segment made up of upper-middle-class suburbanites – accounted for 9.6% of the captured markets of BIGGBY’s 20 top locations, compared to just 7.2% for BIGGBY’s as a whole, and 8.3% nationwide.
Coffee has long been one of America’s favorite beverages. And java chains that offer consumers an enjoyable, affordable way to splurge are expanding both their footprints and their audiences. By leaning into shifting work routines and catering to customers’ varying habits and preferences, major coffee players like Starbucks, Dunkin’, Dutch Bros., and BIGGBY COFFEE are continuing to thrive.
