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Despite the ongoing macroeconomic uncertainties, overall retail traffic this year has remained generally on par with 2024 levels. Between January and May 2025, retail visits were 0.4% higher than for the equivalent period in 2024, with April and May 2025 visits up 2.3% and 1.3%, respectively.
Some of the recent strength may be attributed to a pull-forward of consumer demand as a response to potential price hikes and limited product availability. But the strongest year-over-year (YoY) visit increase in 2025 so far was actually in January – when visits were up 3.4% compared to January 2024 – highlighting the resilience of retail consumers in 2025 and boding well for the upcoming back to school season.
Diving into YoY May 2025 retail visit data by state suggests that back to school performance may be particularly strong in the West: Retail traffic in Oregon, Washington, Idaho, and Montana was 3.0% to 5.1% higher than in May 2024, while Utah's retail chains received a 5.0% YoY boost in traffic. Consumers in these states may be particularly primed to spend this summer.
Meanwhile, several Eastern states (Ohio, New York, Mississippi, Alabama, and Georgia) saw YoY declines in May 2025 retail visits, perhaps suggesting that consumer confidence in those states is slightly more muted. This may indicate that back to school retail traffic will be slightly weaker in these markets.
Last year, sportswear & athleisure and footwear retailers saw the largest back to school visit jumps, followed by office supplies and traditional apparel (excluding off-price, department stores, and sportswear & athleisure). These segments all saw slight visit increases in May 2025 and are likely to continue seeing sizable traffic spikes for back to school season this year.
But looking at the visit data from April and March reveals that the retail categories seeing the strongest visit trends currently are the segments that get a slightly smaller boost from back to school – including furniture & home furnishings, off-price retailers, and thrift stores. Some of this strength may be attributed to pull-forward of demand (as consumers could have bought larger ticket items like furniture in anticipation of price hikes) or to shoppers' value-orientation (driving visits up for off-price and thrift stores). But these categories' recent success may also suggest that home furnishings, off-price apparel, and thrift stores could see higher volumes of consumer traffic this year compared to 2024.
Ahead of the 2025 back to school season, retail traffic data paints the picture of a generally resilient consumer, despite the regional variability. And while last year's big back to school winners will likely perform well again in 2025, more secondary back to school categories – including home furnishings, off-price, and thrift stores – may be the ones to come out on top this year.
For more data-driven retail insights, visit placer.ai/anchor.

The dining segment has faced no shortage of challenges in recent years. Rising food and labor costs, inflation, and shifting consumer habits have put pressure on many chains – but some are thriving.
We take a look at three dining chains – local favorites that have been expanding in recent years – to see what lies behind their surprising success.
Visits to the overall fast-casual segment remained flat year over year (YoY) in Q1 2025, highlighting the challenging state of the dining category. But three expanding local restaurant chains – Pura Vida Miami, Mendocino Farms, and P. Terry’s Burger Stand – all saw their foot traffic grow significantly in the same period.
Florida-based Pura Vida Miami, a cafe that specializes in health and wellness, saw the biggest jump in foot traffic, with visits growing by 58.5% in Q1 2025 compared to Q1 2024. The eatery, which opened its first location in 2012, and now boasts 35 locations across South Florida and New York has no plans to slow its rapid expansion. And fittingly, the average number of visits to each location of the chain also increased by 11.9% YoY – highlighting that its new venues are meeting strong demand.
California-based fast-casual restaurant Mendocino Farms also places a strong emphasis on healthy dining. Founded in 2005, the chain has grown to 75 locations – most of them in California – and continues to thrive, with visits up by 23.0% in Q1 2025 and visits per location rising by 12.9%. Austin, Texas favorite P. Terry’s Burger Stand, which opened in 2005, is also thriving. The chain grew its presence over the past year, adding new locations in Houston – and like the other analyzed brands, saw increases in both overall visits and average visits per location.
Location analytics show that each of the chains is finding success in its own way. Diving into hourly visitation patterns for Pura Vida Miami, for example, reveals a subtle but notable shift in its peak visit times, suggesting that as the chain expands, it is successfully positioning itself as a breakfast and lunchtime destination. Between Q1 2025 and Q1 2024, the share of visitors arriving between 7:00 and 11:00 AM, and 12:00 - 4:00 PM increased slightly, while the proportion of evening visitors declined.
To capitalize on this trend, Pura Vida could consider further developing its morning menu or, conversely, exploring opportunities to enhance its dinner menu to attract a cohort that seeks health-centric dinner items.
Mendocino Farms, for its part, appears to be deriving some of its success from the affluence of its customer base. The chain, which boasts over 60 of its 75 locations in California, has also established a presence in Washington, Texas, and Colorado. Mendocino Farms will be opening around 15 new locations throughout 2025, and will begin its eastward march, opening a location in Chicago in the coming months.
And a look at the chains’ two largest markets, California and Texas, shows that visitors to the Mendocino Farms in Q1 2025 were more likely to come from high-income trade areas, likely insulating them from the overall challenges facing the wider dining segment. For example, the median HHI of visitors to Mendocino Farms in California was $123.8K, compared to the California average of $96.7K. And in Texas, its second-largest market, visitors originated from trade areas with a median HHI of $105.8K – significantly higher than both the Texas ($76.5K) and nationwide ($78.9K) medians.
P. Terry’s Burger Stand is a Texas cult favorite. The chain, which has grown from a family-owned burger stand in 2005 to 34 locations in the Austin area is thriving, and recently began expanding into other cities in Texas.
Over the years, the chain has become something of a weekend destination, with 30.4% of its visitors coming on the weekends in Q1 2025 – up from 28.1% in Q1 2024. This suggests that, as the chain grows, more customers are incorporating P. Terry's into their weekend routines, likely drawn by its blend of quality and accessible price point. This increasing weekend popularity, coupled with its strategic expansion into new markets like Houston, bodes well for P. Terry's continued growth across Texas.
The three dining chains are proving that, even in challenging times, there’s plenty of space for local favorites to flourish.
Will these chains continue to thrive in the second half of 2025?
Visit Placer.ai/anchor to stay up-to-date with the latest data driving dining stores.

Imagine being able to literally pop downstairs for your favorite coffee shop, boutique, or to pick up a novel from your local bookstore. At the Arcade mixed-use shopping center in Providence, this is not a pipe dream, but a reality. Originally built in 1828, this historic building was conceived as a social and commercial hub filled with wares from merchants and artisans where customers could shop even in inclement weather. Nearly 200 years later, the purpose remains the same. However, as suburban shopping centers proliferated in the last few decades, Arcade struggled with its foot traffic.
In 2008, it closed for renovations and reopened in 2013, transformed into a mixed-use commercial and residential micro-loft space. The top two floors consist of 48 micro-lofts with 225-300 square feet of living space. None have stoves or ovens, perfect for those Carrie Bradshaw type occupants who would otherwise store sweaters in their ovens. Those coming from densely packed urban areas like New York or Tokyo would appreciate the minimalism and efficiency of these lofts. Upon opening, there was a waiting list of 4,000, making obtaining a spot even more competitive than getting into an elite university.
The Arcade Providence still operates retail and dining spaces on the ground floor, including local favorites like a Lovecraft-themed bookstore, or Lobanton, an Asian-fusion sandwich shop. The Greek Revival-themed mall also hosts New Harvest Coffee & Spirits and restaurants like Rogue Island, all of which attract a steady stream of visitors.
How has the shift to mixed-use impacted the psychographic composition of the venue's visitor base? We compared the segments visiting Arcade Providence in 2018 vs 2024 and found some interesting shifts that have occurred in the past six years. Visitors in 2018 tended to come from the Young Professional (26%) or Educated Urbanites (18%) segments (per the Spatial.ai PersonaLive classifications). However, six years later, the share of those segments in the Arcade's visitor base have declined, while the percentages of visitors from the Upper Suburban Diverse Families (from 10% to 13%) and Ultra Wealthy Families (from 5% to 11%) segments have increased.
The change in visitor demographics is likely driven – at least in part – by the increase in True Trade Area since the Arcade's shift to mixed-use. The 2018 trade area (in blue) covered only 29 sq miles, whereas the 2024 trade area (in green) has expanded to 65 miles.
The Arcade is located in downtown Providence, so this increase in trade area size suggests that the venue is now attracting visitors from more suburban areas beyond the city center, which typically include more family-oriented and wealthier zones.
This nearly 200-year old shopping center exhibits our ingrained human tendency to congregate, conduct commerce, and socialize. It also shows the constant evolution of how we live, work, and play.
For more data-driven CRE insights, visit placer.ai/anchor.

Following a strong April when nationwide office visits rose 4.8% year-over-year, visits fell slightly in May 2025 as traffic fell 1.0% compared to May 2024. On a year-over-six-year basis (Yo6Y, or compared to 2019), visits were down 37.2% – a steep drop from April's 30.1% Yo6Y visit gap.
The weaker May numbers may be partially driven by a calendar shift, as May 2025 had an extra Saturday, and therefore one less workday, than either May 2024 or May 2019. Americans may have also chosen to take more PTO around Memorial Day this year – according to the TSA, airports were busier on the Friday before Memorial Day 2025 than they were on Friday, May 24th 2024.
But the muted May office data also highlights the persistent popularity of hybrid and remote work. According to Gallup, over half of U.S. employees work hybrid while over a quarter are fully remote – and the recent May data suggests that these work arrangements are proving difficult to change.
Diving into the market-level data reveals that New York City, NY and Miami, FL continue to lead the pack, with office visits down 18.4% and 19.6%, respectively, compared to 2019. But both cities also saw slight declines compared to May 2024's office numbers – highlighting once again the persistence of the new work arrangements and the overall slowing of the office recovery.
Southern hubs – specifically Atlanta, GA, Dallas, TX, and Houston, TX – followed New York and Miami, with visits down 32.1%, 35.5%, and 36.2% compared to May 2019. Dallas and Houston also saw their office visits increase compared to 2024, with Houston specifically seeing an 8.3% increase in YoY office visits, perhaps aided by corporate relocations to the two cities. Georgia and Texas also saw their populations increase in recent years, which may be contributing to these cities' office performance.
Meanwhile, the Yo6Y office visit gap in Washington, D.C., Boston, MA, Los Angeles, CA, Chicago, IL, Denver, CO, and San Francisco, CA ranged from 40.1% to 50.6%, with all the cities except for Boston also experiencing YoY declines.
The May 2025 Placer.ai Office Index highlights a persistent plateau in office recovery. While some regional bright spots exist, the return to pre-pandemic office traffic remains elusive, largely due to the enduring popularity of hybrid and remote work models.
For more data-driven commercial real estate insights, visit placer.ai/anchor.

Darden Restaurants, which counts Olive Garden and LongHorn Steakhouse among its portfolio of leading full-service restaurant (FSR) chains, has been on a solid growth trajectory: In March 2025, the company reported a 6.2% year-over-year (YoY) quarterly sales increase, fueled by expansion and a 0.7% bump in same-restaurant sales.
With Darden set to report again in June 2025, we dove into the data to see how the full-service restaurant (FSR) leader has performed so far this year.
In Q1 2025, overall visits to Darden Restaurants’ brand portfolio outpaced average visits per location, reflecting the company’s expansion in 2024, including the acquisition of Chuy’s. Olive Garden and LongHorn Steakhouse, both of which also increased their footprints over the past year, followed similar patterns – with LongHorn Steakhouse enjoying a modest 0.5% uptick in overall foot traffic.
A closer look at monthly visitation data reveals a more nuanced – and positive – picture.
Between January and May 2025, Darden recorded nearly uniform monthly YoY overall visit growth, with only February slipping into the red due to harsh weather and a leap-year comparison. And in April and May, average visits per location rose YoY for both the portfolio and its leading brands – a testament to Darden’s ongoing strength.
Unsurprisingly, LongHorn Steakhouse continued to outperform, drawing customers with the promise of a reasonably priced cut of quality meat – a particularly enticing value proposition as beef prices continue to rise.
Darden’s performance on Mother’s Day, an important milestone for the company, further underscores its positive trajectory.
Olive Garden is a major Mother’s Day destination, and its performance this year didn’t disappoint. May 11th, 2025 was the Italian-American cuisine giant’s single busiest day of the past 12 months, with foot traffic soaring 152.9% compared to an average day and 101.8% compared to an average Sunday. LongHorn Steakhouse experienced a similar surge, and both chains topped their Mother’s Day traffic from last year – showcasing their ability to capitalize on this crucial occasion.
Like Texas Roadhouse, LongHorn Steakhouse is also a major Father’s Day draw. And given its strong performance this year, the chain will certainly be one to watch when June 15th rolls around.
Darden’s recent results show resilience and a clear knack for meeting consumer demand, even in a challenging market. How will the company continue to fare as the year progresses?
Follow Placer.ai's data-driven dining analyses to find out.

Burger King is the latest quick-service restaurant (QSR) brand to jump on the LTO bandwagon, introducing a limited-time menu inspired by the much-anticipated How to Train Your Dragon movie. And though the film isn’t set to hit theaters until June 13th, the offering – which launched on Tuesday, May 27th – already appears to be boosting foot traffic.
On the day of the launch, visits to Burger King rose 6.2% above the chain’s year-to-date (YTD) Tuesday average. Momentum continued to build throughout the week, with May 30th seeing an 11.1% visit bump compared to an average Friday – and emerging as Burger King’s busiest day of the year so far. Year over year, too, Burger King registered increased traffic during the week of the launch – a trend that could intensify once the movie premieres.
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.
