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CVS and Walgreens, the two largest drugstore chains in the country, have faced increased competition from superstores and online platforms in recent years. To adapt, both chains are optimizing their brick-and-mortar footprints – and Walgreens is going private following its recent acquisition by Sycamore Partners.
We took a look at the two chains’ visit performance to see what lies ahead for each.
CVS and Walgreens command a major portion of drugstore visits nationwide – and their foot traffic data sheds light on how each is weathering heightened competition. CVS, which consolidated its fleet between 2022 and 2024, saw both overall visits (+0.6%) and average visits per location (+2.9%) elevated YoY in Q4 2024, suggesting that these store closures have helped bolster the chain.
Walgreens, which also closed a significant number of stores over the past two years, saw overall foot traffic lag slightly throughout 2024. However, average visits per location to the chain were up in all but one quarter of the year, suggesting that Walgreen’s rightsizing moves are having a positive impact on the chain, directing more traffic to higher-performing locations.
These patterns held into 2025, with CVS enjoying elevated YoY visits in all weeks analyzed, while Walgreens visits remained, for the most part, slightly below 2024 levels. Walgreens recently announced a definitive agreement to be acquired by private equity firm Sycamore Partners, and while the impact of this deal remains to be seen, it could create opportunities for innovation and strategic transformation.
CVS and Walgreens are major players in the pharmacy space, controlling the lion’s share of offline pharmacy visits (excluding general and grocery retailers with on-site pharmacies such as Walmart and Kroger.) And even as the two chains have reduced their footprints, their overall market presence has expanded – perhaps a reflection of the broader challenges facing smaller pharmacy operators.
Between Q1 2023 and Q4 2024, the share of visits to drugstore and pharmacy retailers attributed to CVS increased from 41.9% to 44.0%, while Walgreens’ share grew modestly from 49.2% to 50.4%. Meanwhile, the share of visits to smaller chains declined from 8.9% to 5.5%. This indicates that CVS’s growing visit share has not come at the expense of Walgreens – underscoring both chains’ resilience and growth potential in the face of sector-wide headwinds.
CVS closed hundreds of stores between 2022 and 2024 as it sought to refine its retail strategy – and now, the drugstore seems to be ready for its next move. The chain announced the rollout of about a dozen small-format stores, set to open throughout 2025. These stores will stock more of the essentials – cold medicine, first-aid care – and offer pharmacy services, while eschewing some of the traditional drugstore offerings like greeting cards and groceries.
And exploring CBSA-level visitation patterns at CVS suggests that this move may indeed be giving consumers what they want – especially in certain areas of the country. In 2024, short visits to CVS (i.e. those lasting less than ten minutes) increased YoY in many CBSAs nationwide, but some regions, like the Northeast, experienced stronger short visit growth than others. As CVS plans out its small-format expansion, focusing on regions with strong interest in short visits – where consumers may be particularly interested in an efficient shopping experience at a scaled-down location – could help it capture even more market share while improving customer convenience.
CVS and Walgreens have faced their fair share of challenges in recent years, but both are adapting to stay competitive. New leadership and store formats may help them better serve customers and navigate the shifting retail pharmacy market.
Will the segment continue to adapt to a changing retail environment? Visit Placer.ai to find out.

Recently, Target announced plans to add around 2,000 items to its baby and toddler assortment, with the goal of "supporting families throughout the parenting journey with products that bring joy and convenience to their everyday lives.”
The data suggests that Target shoppers are likely to react positively to this expanded baby assortment: Layering Placer.ai's trade area data with Spatial.ai's psychographic segmentation shows that Target's trade area is over-indexed for a range of family-oriented consumer segments, and affluent families in particular account for a significant share of Target's captured market. An expanded baby assortment is therefore likely to appeal to much of Target’s visitor base.

In a period marked by ongoing inflation and rising grocery prices, two chains – Trader Joe’s and Aldi – continue to thrive. We took a closer look at the two chains’ data to see what is driving their continued success.
Trader Joe’s and Aldi continue to be growth leaders in the grocery space. Both focus on selling a more limited selection of products and are known for providing quality at more budget-friendly prices. Both have also been in expansion mode, opening new stores and strengthening their market presence.
In 2024, Trader Joe’s visits increased by 6.2% compared to 2023, while Aldi saw an even more significant traffic rise of 18.2%. And while store expansion certainly contributed to this growth, average visits per location also trended upward, indicating strong demand across the two chains’ existing store networks. Trader Joe’s, which added about 35 stores in 2024, saw visits per location rise by 3.2%. Aldi, which added over 100 new locations in 2024, experienced a 13.5% increase in visits per location.
These strong foot traffic trends have continued into 2025, with weekly visits maintaining 2024’s momentum. Visits and visits per location were consistently elevated, an impressive feat given 2024’s already strong visit metrics.
As both chains continue to expand – Trader Joe’s has announced dozens of new openings in 2025, and Aldi has hundreds in the pipeline – the chains are well positioned for an even stronger 2025.
Trader Joe’s and Aldi offer a similar shopping experience – limited assortment, smaller store sizes, and a focus on budget-friendly offerings – but in practice, the two chains attract different audiences. In 2024, the median household income (HHI) in Trader Joe’s captured market trade area was $110.1K, significantly higher than Aldi’s $75.7K and the national median for grocery shoppers ($82.0K).
And while the two grocers attract shoppers from different sides of the income spectrum, analyzing consumer behavior at Aldi and Trader Joe’s reveals commonalities that may be driving some of their success.
Both Trader Joe’s and Aldi received a larger share of weekend visitors (35.0% and 34.4%, respectively) than the grocery nationwide average (32.1%). This suggests that, despite both chains’ limited assortment, consumers view Trader Joe’s and Aldi as weekend stock-up destinations – taking advantage of their days off to enjoy a more leisurely shopping experience at these value-driven retailers.
The relatively high share of weekend visits is consistent with another emerging trend at the two grocers that suggests Trader Joe’s and Aldi are increasingly becoming primary grocery destinations.
Between 2023 and 2024, both Aldi and Trader Joe’s saw a decrease in the share of visitors that visited another grocery chain immediately before or after their Aldi or Trader Joe’s trip. This shift may be a result of an increasingly budget-conscious shopper, and suggests that visitors are choosing Aldi and Trader Joe’s as a main shopping destination rather than supplementing trips to larger chains.
This marks a promising shift for Trader Joe’s and Aldi as they continue expanding their footprints. By commanding a bigger slice of the grocery pie, both chains are solidifying their positions as go-to destinations for full grocery hauls.
Trader Joe’s and Aldi seem well-positioned as 2025 gets underway, with both driving continued foot traffic growth and becoming more of a primary destination for their shoppers.
As both stores expand their footprint, will these trends hold?
Visit Placer.ai to find out.

As we wrap up Q1 2025, we’re already beginning to see a slow down in retail visitation by consumers. Despite general growth in retail visitation over the past few years, rapid price increases and changes in consumer behavior may finally have caught up to consumers across income levels. In this new unknown chapter of the retail industry, one thing is clear; high income consumers are critical for retailers to capture and retain in order to offset a drop-off in demand by other cohorts.
High income shoppers have long been the elusive target of retailers across a variety of price points. From Target to Neiman Marcus to specialty grocers, retailers have tried to enhance assortments, increase service offerings, and eliminate inconveniences for consumers who have the highest levels of disposable income. These factors only grew in importance as the retail industry navigated the pandemic and the subsequent consumer recovery – high income shoppers' price elasticity has bolstered the industry against rising inflation and price increases.
What’s fascinating, though, is that despite the buying power of high income consumers – they aren’t large contributors of retail visitation overall. According to our Placer 100 Dining and Retail Index, households with income greater than $200K accounted for 8.1% of overall visits in 2024, which is slightly lower than the share of visits from the same group in 2019 (8.2%). The share of visits from lower income households increased since the pandemic (32.9% of visits from households with a median income of $50K or less in 2024, compared to 32.7% in 2019), while the inverse is true for higher income shoppers.
The lower share of visits from high income households does align with the general trends we’ve observed across retail. Lower income shoppers, who have become more price conscious and constrained by rising costs, have increased their frequency of visits across multiple retail chains in order to derive the most value from their visits. Meanwhile, wealthier shoppers may have maintained or increased their online purchasing since the pandemic onset, which could have lessened their desire to shop in person.
With a smaller share of the wealthiest shoppers visiting retail locations, the fight for those consumer dollars is going to be even more competitive. Alternatively, for categories that are capturing even more visits from high income shoppers, the need to satisfy their needs and drive conversion is critical.
Retailers that have won over this group have tapped into the desire for value no matter the level of household income. Walmart executives recently shared that their largest growth in market share came from consumers with income over $100K. Placer’s foot traffic estimates also indicate that, indeed, traffic distribution for households with income over $75K increased in 2024 compared to 2022, with declines in the share of visits by lower income households.
Walmart attributed these changes to their increased premium service offerings, including its membership program and delivery services – but there could also be another element at play. As prices have gone up considerably since the pandemic, even wealthier shoppers don’t want to see their receipts rise on a daily or weekly basis. Price perception can spur changes in consumer behavior, and this can apply to any consumer, no matter their socioeconomic status. Walmart’s success with wealthier cohorts sends a message to others in the industry; just because a consumer can afford to pay higher prices, doesn’t mean they will.
On the other end of the retail spectrum, the luxury retail market is also facing new challenges in regards to their changing consumer base. As we discussed in our overview of the category in January, there has been a consolidation of visits favoring high income households. In reviewing the captured share of visits by household income for luxury apparel and accessories chains, the largest declines came from “aspirational shoppers,” or those who made less than $150K, who might shop for luxury brands less frequently or for a special purchase. With a smaller pool of potential shoppers to pull from, luxury brands can no longer rely on those outside their core base.
The higher concentration of ultra wealthy consumers forces luxury brands to once again center themselves around the in-store experience and competitive advantages. Brands are constantly vying for shoppers' attention, and luxury brands can take full advantage of their store fleets as a way to court consumers. Personal shoppers, services, and private appointments will all become more important for stores to make up for a potential loss in aspirational consumers.
According to Personalive’s window of insight into different socioeconomic consumer cohorts, Ultra Wealthy Families, defined as those with income higher than $200K, also frequent specialty grocery chains, high-end fitness clubs such as Lifetime Fitness and high-end home goods retailers like Restoration Hardware and West Elm. These retailers, similar to luxury apparel and accessories brands, cater directly to high income households, which provides both opportunities for growth and potential hurdles if these consumers change their spending habits.
High income shoppers are quickly becoming the most courted shopper cohort. As retailers look to innovate and open new locations, lucrative neighborhoods with more high-touch services might pave the way for growth. However, the industry, particularly retailers who service middle and low income families, cannot abandon their consumer base in their efforts. With consumers so intrinsically focused on value, even high income consumers can’t be relied on solely to sustain the retail industry.
For more data-driven insights, visit placer.ai

Iconic clothing brand Brooks Brothers – known for dressing presidents – has experienced a challenging few years. The company filed for bankruptcy in 2020 and closed a number of stores – but recent foot traffic suggests that things are turning around for the retailer.
We took a look at the location analytics for the brand to see how it’s been weathering recent challenges.
Brooks Brothers has long been synonymous with high-quality clothing, specializing in office attire – blazers, dress shirts, and tailored trousers. However, the brand faced significant challenges leading up to its Chapter 11 bankruptcy filing in July 2020. Even before the pandemic reshaped work routines, office wear had been trending toward more casual styles. COVID-19, which brought with it a surge in remote work, accelerated this shift even further.
As a response to the bankruptcy, Brooks Brothers implemented a strategic restructuring plan, closing underperforming stores and refocusing on high-traffic locations. This rightsizing strategy appears to be yielding positive results, with visits per location rising 4.7% year-over-year in Q4 2024. While total visits have declined, the remaining stores drew more customers on average, suggesting a more efficient footprint. Now, with the brand even opening new locations – including a flagship store in Boston – Brooks Brothers is signaling renewed confidence in its future.
Store count isn't the only thing changing at Brooks Brothers – its customer base is shifting as well. Between 2019 and 2024, the share of households with children in Brooks Brothers’ captured market trade area increased from 26.5% to 28.0%, while the share of “Suburban Periphery” households (as defined by Esri's Tapestry segmentation dataset) grew from 45.4% to 47.5%.
These shifts align with broader trends, including a renewed interest in suburban living and the rise of the quiet luxury movement, which favors timeless, high-quality fashion. And with back-to-office mandates continuing to ramp up, Brooks Brothers is well-positioned to maintain its momentum with this growing segment.
Despite the rocky economic environment, Brooks Brothers seems to be holding steady. By focusing on its strongest locations and core offerings, the brand may be on its way to a comeback.
For more data-driven retail and apparel insights, visit Placer.ai.

When it comes to home improvement retail, big-box chains like Home Depot and Lowe’s are often top of mind. However, retail visit share data shows that smaller-format chains such as Ace Hardware, Harbor Freight, and Tractor Supply have been outperforming their larger competitors over the past several years.
This trend is primarily driven by store expansion and migration patterns. Ace Hardware and Harbor Freight have aggressively increased their presence in high-growth markets, particularly in smaller cities where their 10,000-20,000 square foot store footprints provide a strategic advantage. In contrast, Home Depot and Lowe’s, with their larger 100,000+ square foot layouts, face greater challenges expanding into these markets.
The success of smaller retailers reflects a broader industry shift toward optimizing store formats, with many retailers—including those in home furnishings, department stores, and grocery – embracing smaller stores to mitigate rising operational costs and respond to evolving consumer migration trends.
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.
