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2024 represented a year of transformation in U.S. luxury retail. After years of evading the impact of inflation and changing consumer behavior, ultra luxury brands and retailers began experiencing some of the challenges plaguing the wider retail space over this past year. Consumers of all income groups pulled back on spending and shifted focus towards value, which is inherently at odds with the luxury retail experience. Despite the aspirational nature of social media, many consumers who had been testing the waters of the luxury market can’t sustain their demand. There’s also been a rebound of the “accessible” luxury market, with brands like Coach and other smaller chains capturing the attention of the consumer.
How did 2024 end in terms of luxury retail visitation? Generally, visitation to luxury retail brands was down throughout the year, with visits for 2024 as a whole down 4% year-over-year. This is in stark contrast to the growth in visits we observed in 2022 and 2023, a clear signal that there’s been a shift in consumer demand for luxury brands here in the U.S. The elasticity of luxury visits waned in 2024, which could be attributed to a few factors; changes in demand for specific brands this past year or lower general demand for the categories.
The most interesting shift this past year was in the segmentation of visitors to luxury retailers. Using PersonaLive visitor segments, we observed changes in the types of demographic consumer segments visiting luxury brands. The percentage of visits by Ultra Wealthy Families increased over the past three years, with the cohort making up 20% of luxury retailers’ captured market in 2024, the largest of any visitor segment.
At the same time, we noted decreases in the share of Near-Urban Diverse Families, Young Urban Singles, and City Hopefuls in luxury retailers’ trade areas. These groups fall more into the aspirational customer segment for luxury brands, meaning that they might not be frequent shoppers or may have saved up for a large purchase. Luxury retailers now have to rely more on their traditional consumer base and have narrowed their pool of potential visitors.
Beyond the retailers themselves, luxury shopping centers also saw visitation decelerate in 2024. Looking at three key luxury centers, Americana Manhasset in Manhasset, NY, Bal Harbour Shops in Miami, and Highland Park Village in Dallas, each center slowed down compared to prior years. These shopping centers house ultra luxury brands, such as Hermes, Dior, and Chanel, as well as new luxury entrants like LoveShackFancy and beauty chain Bluemercury as well as upscale dining options; despite this strong mix of tenants, it’s clear that changing consumer behavior has impacted these centers, even those that still saw growth early in the year.
There weren’t any observable changes in visitor behavior in terms of how long visitors stayed or what day of the week they visited. All three luxury shopping centers rely heavily on weekend visitors, and as consumers pull back on the frequency of discretionary purchases, there might be less incentive to visit overall. More than 50% of Americana Manhasset and Highland Park Village’s trade area is made up of Ultra Wealthy Families, and that high concentration that once benefited luxury retailers may now present hurdles in sustaining traffic growth.
Luxury brands, despite the changing tides, are the true retail trend setters, and have the ability to pivot as needed to meet changing consumer demands. In 2024, we saw the triumphant rise of brands such as Miu Miu, Louis Vuitton and Hermes as consumers concentrated their purchases around the hottest labels. The luxury market faces more uncertainty in 2025 as the consumer fluctuates to adapt to changes across the U.S. and the need to provide a high touch experience and inherent value is critical to garner the attention of shoppers.

RBI and Yum! Brands own and operate some of the country’s most beloved and well-known dining chains. We took a look at the visit data for 2024 to see how the two companies fared in a period of economic headwinds and uncertainty.
Restaurant Brands International (RBI) and Yum! Brands are leaders in the fast food and fast casual dining segment. Each company operates four restaurants with major footprints across the country – RBI owns Tim Hortons, Burger King, Firehouse Subs, and Popeyes, and Yum! manages Pizza Hut, Taco Bell, KFC, and The Habit Burger Grill.
Yum! Brands enjoyed visit and visits per location growth in all but one quarter, capping off Q4 2024 with an 0.8% increase in visits and a 1.6% increase in visits per location on a YoY basis. RBI’s visits and visits per location, meanwhile, hovered at or just below 2023’s levels in all but one quarter of the year, highlighting the challenges facing the dining segment in 2024.
Of the four RBI brands, Popeyes enjoyed the strongest visitation patterns throughout 2024.The chain has been a standout for the past few years – likely owing to its popular chicken sandwiches – and Popeyes performed well in 2024 as well, with YoY visit growth during most quarters.
Following Popeyes in visit growth was Tim Hortons – Canada’s leading coffee chain – which saw positive momentum in the first half of 2024, though visits dipped in the latter half of the year. And though Burger King’s visits were sluggish, the chain has been focusing on optimizing its store fleets with strong results.
While overall visits across RBI’s brands were slightly below 2023 levels, their ability to remain close to last year’s numbers – and even achieve growth in some quarters – signals resilience.
Yum! Brands delivered a strong performance in 2024, buoyed by Pizza Hut and Taco Bell’s consistent growth. Taco Bell in particular stood out, driving foot traffic through promotions like its highly popular Taco Tuesday special. The chain experienced quarterly YoY visit growth throughout the year, culminating in a 2.1% increase in Q4 2024 relative to 2023.
Pizza Hut also experienced impressive visitation growth in 2024, especially in Q2. In contrast, KFC faced challenges with declining visits, while The Habit Burger Grill’s traffic remained steady, closely tracking 2023 levels.
RBI and Yum! Brands experienced ups and downs throughout 2024, with some of their chains thriving while others showed modest visit declines.
With the new year well underway, how might RBI and Yum! work to drive increased visits to their restaurants?
Visit Placer.ai for the latest data-driven dining updates.

They say that one man’s trash is another one’s treasure – and for Burlington Stores, opportunity knocked when Bed Bath & Beyond selected Burlington Stores as the successful bidder for many of its leases, with the latter taking over 44 locations for $12 million. Per CNBC, many of these new venues are scattered across the country.
Using Placer data, we are able to compare visitation trends to these locations when they were branded as a Bed Bath & Beyond store versus when the new leases took over.
In Avondale, AZ, the new Burlington store is receiving over twice the traffic (241.8% more visits per square foot) during the holiday shopping season in December 2024 compared to a similar time frame when it was a Bed Bath & Beyond in December 2021.
In comparing shopping center frequented by visitors to the analyzed venue, the profile of the shopper has changed somewhat. While both sets of shoppers frequented the nearby Gateway Crossings, Westgate Entertainment District, and Arrowhead Towne Center, Burlington shoppers had a penchant for Desert Sky Mall and Tanger Outlets Phoenix, whereas the Bed Bath & Beyond shoppers preferred Palm Valley Pavillions West and Coldwater Plaza.
Whereas the top four segments have remained consistent for both banners, Burlington attracts a higher proportion of Melting Pot Families - over 2x the rate compared to when it was a Bed Bath & Beyond.
In a head to head comparison using comparable months, Burlington attracted over 3x the traffic in its first year of opening, compared to when it was a Bed Bath and Beyond two years prior.
The number of visits across numerous visit durations was considerably higher to Burlington, and the average dwell time increased to 41 minutes compared to 31 minutes when it was a Bed Bath & Beyond.
While this is just one example of a Burlington takeover, it goes to show that while the location may stay the same, the audience it attracts will vary and this Burlington is off to an excellent start.

In recent years, Tennessee has emerged as a surprising migration hotspot. The state, which offers a growing tech scene, business-friendly tax regulations, and a relatively low cost of living is rapidly gaining popularity and attracting inbound migration from across the nation.
Where are newcomers coming from – and where within Tennessee are they going? Using Placer.ai’s Migration Trends Report, we took a closer look at the migration data to gain a more thorough understanding of the shifts taking place in the Volunteer State.
The state of Tennessee has experienced significant positive migration over the past few years. Between July 2020 and July 2024, the cumulative net migrated percent of Tennessee’s population increased steadily, with 2.1% of the state’s July 2024 population having moved there from elsewhere in the country over the previous four years.
Diving deeper into Tennessee’s migration patterns reveal that between July 2020 and July 2024, the state had net positive domestic migration from 41 out of 50 states – meaning Tennessee gained more residents from these states than it lost to those states. Illinois and California together accounted for almost 40% of Tennessee’s net positive domestic migration during the period, and the state also drew a large contingent (33.6% of net positive domestic migration) from the East Coast.
While Memphis, Tennessee’s second-largest city, has made headlines in recent years for its declining population, other metro areas in the state are experiencing strong interest from newcomers.
Between July 2020 and July 2024, the Nashville CBSA (core-based statistical area) received the largest share of net positive domestic migration, with 24.6% of newcomers to Tennessee settling in the Music City. Nashville has been establishing itself as a tech hub, a factor which may have driven its strong net migration.
Knoxville came in second, welcoming 18.7% of the positive net migration to Tennessee between July 2020 and July 2024. Other CBSAs rounding out the top five were Chattanooga (9.0% share of positive net migration), Kingsport-Bristol (8.7%), and Johnson City (6.0%).
The influx of new residents into Tennessee is not only helping drive the state’s population up – it’s also reshaping its demographic composition. Zooming into the top five CBSAs mentioned above reveals that newcomers generally are coming from CBSAs of origin where the weighted median age is younger than the existing population.
The only metro area bucking this trend was Clarksville, where incoming residents were slightly older than the youthful median 31 years of its residents, though this may be a reflection of its strong university and military presence.
The movement of younger people into these up-and-coming CBSAs reflects the opportunities available for people to grow their careers and put down roots in a state that is quickly becoming a hub for growth and opportunity.
Tennessee seems to have reinvented itself as a destination for young people seeking out opportunities for growth. By continuing to foster a business-friendly environment and supporting its diverse communities, the state is well-positioned to thrive.
Visit Placer.ai to keep up with the latest data-driven migration trends.

How have McDonald’s and Chipotle, two of the most recognizable names in the quick-service and fast-casual dining scenes, fared over the last year? We take a closer look at each chain’s visit performance, and highlight some bright spots of 2024.
Visits to McDonald’s were mixed throughout 2024, with most months seeing minor visitation lags relative to 2023. Still, YoY traffic trends outpaced those of the overall QSR segment in all but one month (October 2024), highlighting the chain’s power relative to the rest of the market.
Some of the visitation dips at both McDonald's and the overall QSR segment are likely due to inflation impacting prices across the dining industry. And the rise of the budget-conscious consumer has prompted many chains to lean on limited-time offers and special releases to both offer affordable deals and turn a trip to a QSR into a special occasion. McDonald’s capitalized on this trend, driving impressive visit boosts following the June launch of its $5 Meal Deal. However, it was the chain’s special releases that delivered the most significant increases in weekly visits.
The introduction of the Chicken Big Mac on October 10th, 2024 proved to be a major success, driving a 7.2% increase in visits during the week of the launch (October 7th-13th) and an even larger 8.7% increase in the first full week following the release (October 14th-20th). The chain also enjoyed a jump in foot traffic from its limited-edition collector’s meal, launched on August 12th, 2024, further highlighting the effectiveness of these strategic, nostalgia-driven releases.
Chipotle has been a fast-casual darling for several years now, consistently driving YoY visit growth and expanding into new markets. And 2024 was no exception for the chain, with visits growing in all months analyzed. This included an impressive 21.1% year-over-year increase in April 2024, followed by sustained growth throughout the remainder of the year, culminating in an 8.8% increase in December 2024 compared to 2023. In contrast, the broader fast-casual category saw much more muted visitation patterns.
Some of Chipotle’s visit growth can be attributed to the aggressive growth strategy the company has undertaken, opening approximately 300 stores in 2024 with plans to add another 300 locations in 2025. A significant part of this expansion strategy focuses on rural and suburban markets in a bid to capture untapped demand beyond traditional urban hubs.
And diving into visits per location reveals that, overall, this strategy is working. All but eight states analyzed showed YoY visit per location growth in 2024 – and five of the top ten states for visits per location growth are among the least densely populated in the country. This suggests that Chipotle's decision to target smaller markets is paying off, enabling the brand to attract new audiences while reinforcing its stronghold in more densely populated areas.
Despite a challenging 2024, McDonald’s and Chipotle are surviving – and even thriving.
What might lie ahead for the two chains as 2025 gets underway?
Visit Placer.ai for the latest data-driven dining updates.

The Container Store has been a prime example of a specialty retailer that successfully catered to a highly specific and niche consumer need. The home organization trend gained traction in the early 2000s with the rise of custom closet solutions and continued to grow in popularity through influential figures like Marie Kondo and The Home Edit.
The home furnishings category experienced a surge during the pandemic as consumers focused on improving their living spaces, whether by purchasing new homes or renovating existing ones. However, as discretionary spending habits have normalized and interest rates have risen, consumer spending in this category has declined.
Additionally, the sector has seen significant consolidation, most notably with the closure of Bed Bath & Beyond, a major player in home furnishings and organization. The remaining retailers in the space now largely fall into two distinct categories: niche specialists and value-driven brands..
Those retailers that play in the more niche space – including The Container Store – have had an even more challenging path to meet changing consumer needs. Despite offering a high level of customization and expertise, the chain has struggled against increasing industry-wide promotional activity and waning interest in the home organization category. Additionally, mass merchants and other home retailers have expanded their offerings in this space, providing organization solutions at price points that better align with today’s cost-conscious consumers.
Placer’s foot traffic estimates indicate a clear rise in competition for The Container Store since 2022, aligning with a broader decline in demand for its category. In 2024, visitors to The Container Store cross-shopped at Target, HomeGoods, IKEA, and World Market at higher rates than in 2022. This growing preference for competitive alternatives – many of which emphasize greater value – has likely contributed to the retailer’s challenges.
Specialty retailers play a crucial role in the industry by offering expert knowledge, superior service, and a wider assortment of products. However, as we move into 2025, the retail landscape must continue evolving to meet shifting consumer expectations, making adaptation essential for specialty retailers.
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.
