.svg)
CAVA and sweetgreen have been rapidly expanding, cementing their place in the fast-casual dining landscape. We dive into the data to take a closer look at CAVA and sweetgreen’s foot traffic performance and uncover the seasonal visitation patterns driving appetite for these fast-growing chains in 2025.
CAVA and sweetgreen are still firmly in expansion mode, with new store openings fueling their foot traffic growth. Last quarter, CAVA reported a 21.4% year-over-year (YoY) increase in total restaurants and currently boasts nearly 380 locations. And in the past year, sweetgreen has opened dozens of new venues, growing the chain’s footprint to over 900 locations.
Through H2 2024 and the start of 2025, CAVA and sweetgreen experienced consistent YoY visit growth – outperforming the fast-casual restaurant category every month. CAVA’s significantly larger visit growth (26.9% compared to sweetgreen’s 9.9% YoY in Q4 2024) was likely due to the proportional impact of new restaurant openings on CAVA’s smaller real estate footprint.
As CAVA and sweetgreen continue to expand, 2025 is likely to be another year of sustained growth for both restaurants.
Analyzing seasonal visit trends can reveal some of the factors driving sweetgreen and CAVA’s success.
Fast-casual restaurants generally receive more of their visits during lunch than during dinner. And CAVA and sweetgreen received an even larger share of lunchtime (12 PM to 3 PM) visits than the fast-casual average – indicating that these restaurants’ lunchtime popularity is likely a major growth driver.
CAVA also received the highest dinner (between 6 PM and 9 PM) visit share. This indicates that despite CAVA’s fast-casual designation, consumers seem to treat it more like a full-service restaurant, with patrons visiting the chain to eat a proper meal and not just to grab a convenient bite between errands. And the company’s recently launched loyalty program may well bring even more lunch and dinner visits to the chain in 2025.
Meanwhile, sweetgreen’s dinner visit share remained at or below the fast-casual average throughout the year. But evening traffic to the salad chain did increase during the warmer months – hitting a high of 27.4% between July and October – perhaps due to consumers remaining out and about later when there were more daylight hours. Consumers generally spend significantly more on dinner out than on lunch, so sweetgreen may want to fuel its warm-weather dinner boost by offering specials or promotions to attract even more evening patrons to its locations during Q2 and Q3. Sweetgreen may also choose to incorporate time-dependent ordering incentives into its new loyalty program to encourage more evening visits throughout the year.
Further analysis of visitor behavior reveals that CAVA and sweetgreen drive a significant share of weekend visits. And while sweetgreen’s dinner boost tends to occur in Q2 and Q3, both sweetgreen and CAVA’s weekend visit share increases in Q1 and Q4.
At least some of the elevated weekend visits in Q4 2024 may have been due to the many consumers that were on vacation – eating fewer mid-week meals out of the house – or grabbing a bite while doing their holiday shopping on Saturday and Sunday. Still, elevated weekend traffic in Q1 indicates that the chains have the potential to drive significant traffic during other cold-weather months on days when consumers have more time for recreation.
CAVA’s continued investment in inviting dining rooms – part of the chain’s “Project Soul” campaign – may attract unhurried diners looking to experience a cozy ambiance, while sweetgreen’s early-stage rollout of the robotic “Infinite Kitchen” may actually elevate the indoor dining experience to one that is fun and weekend-worthy.
As sweetgreen and CAVA pursue various strategies in their next phase of growth, an understanding of consumer behavior can help the chains maximize the potential of their robust visitor bases and enhance operational efficiency.
Want more data-driven dining insights? Visit Placer.ai.
The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
Several factors seem to have converged in January 2025 to temporarily hamper the return to office (RTO) recovery. First, last month brought a polar vortex to much of the United States, compelling Americans to stay indoors and avoid unnecessary trips outside – including to the office. January 1st also fell on a Wednesday this year, and many people likely took advantage of the calendar luck to extend their vacation through the weekend – leading to fewer January office visits compared to years when New Year’s Day falls earlier in the week.
As a result, the January 2025 bump appeared relatively muted: Visits in January 2025 were only 17.7% higher than in December 2024, compared to a 31.3% month-over-month increase from December 2023 to January 2024. And visits were 40.2% lower than they were in pre-pandemic January 2019 – a slightly worse showing than the 39.2% pre-pandemic visit gap of December 2024.
The meteorological and calendar challenges seem to have impacted office visits on a metro area as well, with few cities analyzed making significant RTO strides in January 2025. The sole exception was New York, where January 2025 visits were only 19.0% lower than they were in January 2019 – a slightly smaller visit gap than the previous month.
Diving into the year-over-year data shows the impact of the polar vortex more clearly. Many of the cities where residents are used to and equipped for the colder weather – Chicago, Boston, and New York – seemed to have experienced a relatively minimal impact from the arctic blast. The one exception was Denver, which was exceptionally frigid – with subzero temperatures – so that even those used to cold may have opted to work from home.
But in metro areas where weather tends to be relatively warm – including Atlanta, Houston, Washington, D.C., and Dallas – the impact of the polar vortex was visibly stronger. In these cities, the YoY visit gap ranged from 7.5% (Atlanta) to 12.0% (Dallas) – as employees without proper winter jackets or snow tires likely chose to stay cozy and avoid the chill.
January 2025’s RTO stats may not have been particularly impressive, but the relatively weak office data is likely more a reflection of last month’s unique challenges rather than a slowdown in RTO momentum. With the weather now back to normal and no mid-week holidays in the near future, the coming months will be critical in evaluating if the RTO is in fact slowing down or whether January just marked a temporary setback within a still unfolding story.
For more data-driven insights, visit placer.ai.
Brick-and-mortar retail continues to evolve – and while consumers have always turned to physical commercial spaces to gather, shop, eat, and be entertained, we predict that 2025 will be the year of brick and mortar stores as Brand Amplifiers. What do we mean by that? Simply put, the more we have options to do things online – be it shop, communicate, work, or play – the more we also crave the opportunity to do these things in the physical world, and brick and mortar is at the center of making these experiences larger than life. It’s no surprise, then, that even digitally native Gen Z is still regularly visiting physical stores.
We’ve written extensively about the importance of brick-and-mortar locations for digital brands and of standalone boutiques for wholesale brands – within the four walls of a branded store, marketers have the ability to control the narrative. From the visual merchandising to the customer associate, the brand’s personality and DNA can really come to life.
The recent Meta Popup Lab on Melrose Ave in the West Hollywood Design District – created to test its Ray-Ban smart glasses – offers a great example of brick and mortar’s potential to amplify digital brands and make them come to life. While the venue only opened for a little under two months, visitation data and audience profile analysis reveals the consumer demand for the experience as well as the brand amplification value that Meta received from the pop up.
Weekends tend to be the most popular recreation days, as that’s when most people have free time to shop and explore. And looking at visitation patterns shows that this trend held true at the Meta Popup Lab and in the wider Design District retail corridor in which the pop up was operating. But the Meta Popup Lab actually received a larger share of its visits on Saturdays and Sundays compared to the wider shopping corridor – indicating that visitors were dedicating precious weekend time to visit the pop up and make sure they could get the full Meta experience without feeling rushed by their various weekday constraints.
Diving into the visit duration at Meta Lab reveals that over a quarter of visits lasted between 15-29 minutes, and roughly 1 in 6 lasted 30-44 minutes. That time frame is enough to try on some frames, speak to a customer associate, and make a purchase decision.
Meta Lab also drew more visitors from trade areas with higher income and smaller households compared to the wider West Hollywood Design District. This indicates that, as may be expected, Meta Lab attracted a relatively young and affluent audience – tech-savvy visitors with the disposable income to spend.
The success of the Meta Popup Lab underscores the potential of brick-and-mortar spaces as brand amplifiers, transforming digital concepts into immersive, tangible experiences. As consumers continue to seek deeper connections with brands, physical retail offers a unique opportunity to engage, educate, and excite in ways that digital alone cannot. In an era where online and offline worlds are increasingly intertwined, brands that strategically leverage physical spaces will stand out by creating lasting impressions that go beyond the screen.
The Placer 100 Index for Retail & Dining is a curated, dynamic list of leading chains operating across the United States. It includes chains from a variety of industries, such as superstores, grocery, dollar stores, apparel, full-service dining, QSR, and more.
Visits to the Placer 100 Retail & Dining Index increased 3.7% in January 2025 relative to January 2024, indicating that – despite the recent dip in consumer confidence – traffic to brick-and-mortar retail and dining venues remains resilient.
We’ve written extensively about Chili’s ongoing success, so it came as no surprise that the casual dining chain topped the Placer 100 chart again in January 2025: Overall visits and visits per location grew a whopping 29.3% and 30.2%, respectively, compared to January 2024. Barnes & Noble has also been thriving for a while, and the legacy bookseller continued its winning streak with double-digit growth in both overall visits and visits per location in the first month of 2025.
Other notable chart-toppers from January 2025 include LA Fitness, which has been rightsizing its fleet and closing locations throughout the country, leading to a 8.1% year-over-year (YoY) increase in average visits per location. CVS, which closed numerous venues in 2024 as well, has also seen its average visits per location shoot up.
Like Chili’s and Barnes & Noble, Warby Parker was among the January 2025 top 10 growth chains for both overall visits and visits per venue. The company is opening stores at a rapid rate with the long-term goal of 900 brick-and-mortar stores nationwide.
Warby is an expert in omnichannel integration, and the company continues to enhance the online customer experience even as it builds up a brick-and-mortar empire. And analyzing the brand’s January 2025 metrics along with its 2024 performance – when overall visits increased 16.8% while average visits per venue remained steady – reveals that this investment in both its physical and digital channels is paying off.
According to co-CEO and co-founder Dave Gilboa, brick-and-mortar venues accounted for around 70% of Warby Parker’s revenue as of Q3 2024 – an increase from 67% in Q3 2023 – though many customers who initially bought in-store made subsequent purchases online. This showcases the customer acquisition potential of physical stores, especially for companies who succeed in integrating and creating synergy between their offline and online presence. And some of Warby’s strongest e-commerce growth has taken place in metro areas where the brand has a significant physical presence – emphasizing the role that brick-and-mortar venues play in raising brand awareness and strengthening consumer engagement.
It seems, then, that Warby Parker's strategic offline expansion is not only driving in-store sales but also fueling online growth – demonstrating the powerful interplay between brick-and-mortar locations and digital engagement in strengthening customer loyalty and brand visibility.
For more Placer 100 Retail & Dining Index data, visit https://www.placer.ai/placer-100.
About the Placer.ai Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country.
Shopping centers started the year off strong with year-over-year growth across all mall formats analyzed: January 2025 visits increased by 5.5% for indoor malls and by 2.9% and 2.7% for open-air shopping centers and outlet malls, respectively, compared to January 2024. The January visit growth is particularly impressive given this year’s arctic blast which kept many consumers home for much of the month.
Relatively few mall-goers visit the mall twice (or more) in one month. Open-air shopping centers have the highest rate of returning monthly visitors – likely thanks to their extensive dining and entertainment options – but even this format only sees around a third of its visitors heading to an open-air shopping center more than once a month.
Comparing the share of returning visitors in January 2024 and 2025 for each format reveals that the share of returning (2+ times) visitors decreased YoY in January 2025, even as overall traffic increased. This means that last month’s visit growth was primarily driven by casual visitors, and could indicate that interest in malls is moving beyond regular patrons as the format now gains new customers – boding well for shopping centers’ potential in 2025.
Even though January visits increased YoY, traffic was still (expectedly) significantly lower than it was in December. The holidays are malls’ busiest season, and traffic between December 2024 and January 2025 dropped 36.1%, on average, across the three formats. And diving into the data reveals several shifts in audience profile and visitor behavior between December and January.
In terms of visitor behavior, dwell time across the three mall formats fell in January compared to December, indicating that all three shopping center types enjoy an increase in both the quantity and the quality of visits over the holiday season. The increase in dwell time in December seemed correlated with the increase in holiday visits: Outlet malls, which received the largest holiday visit boost, also had the biggest difference in dwell time between December and January (73.8 minutes compared to 68.7 minutes, or a 6.9% increase in dwell time in December). Meanwhile, open-air shopping centers, which received the smallest holiday visit boost, also saw the smallest difference in dwell time between December and January.
In terms of audience profile, the holidays seemed to drive more visits from members of households with children to all mall formats. This is likely due to several factors, including parents looking for a one-stop-shop for their gift lists and to the numerous family-friendly holiday activities offered by malls across the country, such as mall Santas and holiday markets.
The January 2025 Mall Index data suggests significant growth potential for malls in 2025. The increase in one-off visits may indicate that malls are attracting a broader audience, signaling an opportunity for retailers and shopping centers to convert these casual visitors into loyal customers. Will malls leverage this momentum to ensure that today’s occasional mall-goers become tomorrow’s repeat shoppers?
Visit placer.ai to find out.
The Kansas City Chiefs and the Philadelphia Eagles will face off in Super Bowl LIX on Sunday in a rematch of the Super Bowl two years ago. And on their journeys to the big game, each team hosted a conference championship in their home stadium – in both the 2023 and 2025 playoffs. How did the visitors to these games compare, and what might it mean for this Super Bowl sequel? Read on to find out.
The AFC and NFC Championships determine the teams that will play in the Super Bowl – and die hard fans travel from near and far to attend big games.
The AFC Championship in both 2023 (for the 2022 season) and 2025 (for the 2024 season) took place at GEHA Field at Arrowhead Stadium – home of the Kansas City Chiefs – with the Chiefs playing the Cincinnati Bengals in 2023 and the Buffalo Bills in 2025. In 2025, GEHA Field at Arrowhead Stadium saw an increased share of visitors traveling less than 30 miles to the stadium (45.1%), compared to 2023 (43.6%). Fans tend to rally around a winning team, and an increase in local attendees suggests a boost in support from the Chief’s core fanbase in the Kansas City, MO area as the team looked to take another step towards winning three straight Super Bowls. But the stadium also received an elevated share of attendees traveling 100-250 miles to the stadium in 2025 (24.7%) compared to 2023 (21.5%) – a distance that includes Omaha, NE, Tulsa, OK, and Wichita, KS – indicating that Chiefs Kingdom has also bolstered its strongholds somewhat further away over the last two years.
On the NFC side, the Philadelphia Eagles played at their home stadium – Lincoln Financial Field – in both the 2023 NFC Championship (for the 2022 season) against the San Francisco 49ers and the 2025 NFC Championship (for the 2024 season) against the Washington Commanders. And between 2023 and 2025, the share of visitors who traveled between 100-250 miles to Lincoln Financial Field doubled (from 6.0% to 12.0%) – likely thanks to the D.C. area fans who made the trip to cheer on the Washington Commanders in 2025. The share of attendees who traveled between 30-100 miles also increased in 2025 relative to 2023 (23.4% vs. 21.5%), which could reflect visitors from areas adjacent to Philadelphia and Washington D.C. who also support one of the two competing NFC East teams.
During the upcoming Super Bowl at Caesars Stadium in New Orleans, LA, neither team will have home-field advantage. But if past Super Bowls provide any indication, a sizable local audience is to be expected, along with fans traveling from the teams’ hometowns and other large population centers.
Analyzing the audience segmentation of the stadium visitors at the 2023 and 2025 AFC and NFC Championships can provide further insight into the fans that were in attendance – and those who might attend the Super Bowl.
Despite the geographical distance between GEHA Field at Arrowhead Stadium in the Midwest and Lincoln Financial Field in the Mid-Atlantic, their audiences during these high-profile contests were surprisingly similar. Trade area analysis of the two stadiums combined with the Spatial.ai: PersonaLive dataset revealed that the “Ultra Wealthy Families,” “Upper Suburban Diverse Families,” “Wealthy Suburban Families,” and “Young Professionals” segments were the largest audience groups in the captured markets of both stadiums for the 2023 and 2025 Conference Championships. (A venue’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the venue’s visitor base.)
This suggests that despite regional differences and ticket-price differentials, for the biggest games, fans in the stands come from relatively similar households. This may also be the case for the Super Bowl, which rotates annually between NFL stadiums.
Moving on from the Conference Championships, the stakes will be even higher this coming Sunday at Super Bowl LIX. How will visitation and demographic patterns stack up?Visit Placer.ai to find out.
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.
Note: This report is based on an analysis of visitation patterns for regional and nationwide grocery chains and does not include single-location stores.
Grocery stores, superstores, and dollar stores all carry food products – and American consumers buy groceries at all three. But even in today’s crowded food retail environment, traditional grocery chains have a special role to play. With their primary focus on stocking a wide variety of fresh foods, these chains serve a critical function in offering consumers access to healthy options.
But visualizing the footprints of major grocery chains across the continental U.S. – alongside those of discount & dollar stores – shows that the geographical distribution of grocery chains remains uneven.
In some areas, including parts of the Northeast, Midwest, South Atlantic, and Pacific regions, grocery chains are plentiful. But in others – some with population centers large enough to feature a robust dollar store presence – they remain in short supply.
And though many superstore locations also provide a full array of grocery offerings, they, too, are often sparsely represented in areas with low concentrations of grocery chains.
For grocery chain operators seeking to expand, these underserved grocery markets can present a significant opportunity. And for civic stakeholders looking to broaden access to healthy food across communities, these areas highlight a policy challenge. For both groups, identifying underserved markets with significant untapped demand can be a critical first step in deciding where to focus grocery development initiatives.
This white paper dives into the location analytics to examine grocery store availability across the United States – and harnesses these insights to explore potential demand in some underserved markets. The report focuses on locations belonging to regional or nationwide grocery chains, rather than single-location stores.
Last year, grocery chains accounted for 43.4% of nationwide visits to food retailers – including grocery chains, superstores, and discount & dollar stores. But drilling down into the data for different areas of the country reveals striking regional variation – offering a glimpse into the variability of grocery store access throughout the U.S. In some states, grocery stores attract the majority of visit share to food retailers, while in others, dollar stores or superstores dominate the scene.
The ten states where residents were most likely to visit grocery chains in early 2024 – Oregon, Vermont, Washington, Massachusetts, California, Maryland, New Hampshire, Connecticut, New Jersey, and Rhode Island – were all on the East or West Coasts. In these states, as well as in Nevada and New York, grocery chain visits accounted for 50.0% or more of food retail visits between January and April 2024.
Meanwhile, residents of many West North Central and South Central states were much less likely to do their food shopping at grocery chains. In North Dakota, for example, grocery chain visits accounted for just 11.7% of visits to food retailers over the analyzed period. And in Mississippi, Oklahoma, and Arkansas, too, grocery stores drew less than 20.0% of the overall food retail foot traffic.
But low grocery store visit share does not necessarily indicate a lack of consumer interest or ability to support such stores. And in some of these underserved regions, existing grocery chains are seeing outsize visit growth – indicating growing demand for their offerings.
North Dakota, the state with the smallest share of visits going to grocery chains in early 2024, experienced a 9.1% year-over-year (YoY) increase in grocery visits during the same period – nearly double the nationwide baseline of 5.7%. Other states with low grocery visit share, including Nebraska, Arkansas, Alabama, Mississippi, and New Mexico, also experienced higher-than-average YoY grocery chain visit growth. This suggests significant untapped potential for grocery stores and a market that is hungry for more.
Alabama is one state where grocery chains accounted for a relatively small share of overall food retail foot traffic in early 2024 (just 28.9%) – but where YoY visit growth outperformed the nationwide average. And digging down even further into local grocery store visitation trends provides further evidence that at least in some places, low grocery visit share may be due to inadequate supply, rather than insufficient demand.
In Central Alabama, for example, many residents drive at least 10 miles to reach a local grocery chain. And several parts of the state, both rural and urban, feature clusters of grocery stores that draw customers from relatively far away.
But zooming in on YoY visitation data for local grocery chain locations shows that at least some of these areas likely harbor untapped demand. Take for example the Camden, Butler, Thomasville, and Gilbertown areas (circled in the map above). The Piggly Wiggly location in Butler, AL, drew 40.1% of visits from 10 or more miles away. The same store experienced a 23.3% YoY increase in visits in early 2024 – far above the statewide baseline of 6.6%. Meanwhile, the Super Foods location in Thomasville, AL, which drew 52.8% of visits from at least 10 miles away – experienced YoY visit growth of 12.3%. The Piggly Wiggly locations in Camden, AL and Gilbertown, AL saw similar trends.
At the same time, trade area analysis of the four locations reveals that the grocery stores had little to no trade area overlap during the analyzed period. Each store served specific areas, with minimal cannibalization among customer bases.
These metrics appear to highlight robust demand for grocery stores in the region – grocery visits are growing at a stronger rate than those in the overall state, people are willing to make the drive to these stores, and each one has little to no competition from the others.
While significant opportunity exists across the country, many communities still face considerable challenges in supporting large grocery stores. Though South Carolina has a significant number of grocery chain locations, for example, certain areas within the state have low access to food shopping opportunities. And one local government – Greenville County – is considering offering tax breaks to grocery stores that set up shop in the area, to improve local fresh food accessibility.
Placer.ai migration and visitation data shows that Greenville County is ripe for such initiatives: the county’s population grew by 4.8% over the past four years – with much of that increase a result of positive net migration. And YoY visits to Greenville County Grocery Stores have consistently outperformed state averages: In April 2024, grocery visits in the county grew by 6.1% YoY, while overall visits to grocery stores in South Carolina grew by 4.2%. This growth – both in terms of grocery visits and population – points to rising demand for grocery stores in Greenville County.
Analyzing the Greenville County grocery store trade areas with Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – offers further insight into local grocery shoppers’ particular demand and preferences.
Consumers in Greenville-area grocery store trade areas, for example, are more likely to be interested in “Mid-Range Grocery Stores” (including brands like Aldi, Kroger, and Lidl) than residents of grocery store trade areas in the state as a whole. This metric provides further evidence of local demand for grocery chains – and offers a glimpse into the kinds of specific grocery offerings likely to succeed in the area.
Grocery stores remain essential services for many consumers, providing a place to pick up fresh produce, meat, and other healthy food options. And many areas in the country are ripe for expansion, with eager customer bases and growing demand. Identifying such areas with location analytics can help both grocery store operators and municipal stakeholders provide their communities and customer bases with an enhanced grocery shopping experience that caters to local preferences.
