.svg)
We dove into the latest data for java leaders Starbucks, Dutch Bros., and Dunkin’ – to discover how each brand drove visits in Q2 2024 and explore coffee consumer visit patterns heading into the summer.
Starbucks has been finding foot traffic success this summer with promotions that seem to be resonating with consumers. In May 2024, the chain launched 50% Off Fridays (beginning May 10th), special Monday Deal Drops (beginning May 13th), and limited-time only summer drinks. And in June, Starbucks’ promotions continued with a new Pairings Menu and a round of handcrafted iced beverages.
Since the week of May 6th, 2024, weekly traffic to Starbucks has been consistently elevated YoY – with visits up 2.3% YoY for Q2 2024 as a whole – indicating that Starbucks’ array of summer promotions are shoring up traffic to the chain.
Like Starbucks, Dutch Bros. ushered in the warm season with a special line-up of summer drinks in May 2024. But even before the launch of these seasonal promotions, the coffee powerhouse has been driving visits.
In Q2 2024, Dutch Bros.’ visits increased 15.0% YoY amidst ongoing fleet expansion. And throughout H1 2024, monthly visits-per-location increased YoY nearly across the board – surpassing the wider category average – indicating that Dutch Bros.’ growth is meeting robust demand.
In June 2024, Dutch Bros. saw 5.7% YoY visit-per-location growth, the chain’s largest increase of the year so far. With more planned expansions, an additional promotional drink release in July, and continued steps to advance mobile ordering and its rewards program, Dutch Bros. appears poised to drive growth in the back half of 2024 as well.
Though indisputably a coffee chain, Dunkin’ is still donut-obsessed and celebrates the doughy treat every year on National Donut Day (this year, June 7th). Among its many promotional events this summer, Dunkin’ treated customers to a free donut with the purchase of a beverage on the big day. And the milestone turned out to be Dunkin’s busiest day of the year so far – driving a 28.4% foot traffic increase compared to the daily year-to-date average (January 1st to July 20th, 2024).
Indeed, National Donut Day seems to have kickstarted Dunkin’s busy summer. Following several weeks of flagging YoY visit performance in May – likely attributable in part to the chain’s strong May 2023 performance – Dunkin’ saw a YoY visit boost of 4.5% during the week of June 3rd, 2024. And subsequent weeks have seen a continuation of this positive momentum, as the chain continues to promote its summer fare.
Starbucks, Dutch Bros., and Dunkin’ each do summer in their own way. But one thing all three chains have in common is an increase in evening visits during the summer months.
In Q3 2023, including the peak summer months of July and August, all three chains experienced significant upticks in evening visits (between 6:00 and 11:00 PM). During the winter months – Q4 2023 and Q1 2024 – the share of visits taking place in the evenings dropped for all three chains, before picking up again in Q2 2024.
A variety of factors may be behind this summer shift in coffee consumption. Consumers may be more likely to be out socializing during lazy summer evenings – when students are off and many Americans take vacation. Extended daylight hours in summer may also entice more consumers into an extra caffeine boost later in the day.
If last year’s Q3 evening coffee visit boost is any indication, Starbucks, Dunkin’, and Dutch Bros. may all be in for evening foot traffic increases as the summer wears on.
How will these coffee giants stay hot during the final stretch of summer and will they maintain their momentum going forward?
Visit Placer.ai to find out.
Summer is a time when many consumers are on the go – and vacationers moving between activities look to quick-service restaurants (QSR) and fast-casual chains to fill up and beat the heat.
We checked in with McDonald’s, Wendy’s, Wingstop, and Shake Shack to see how they are performing heading into the summer, and examined location analytics for McDonald’s latest concept – CosMc’s – to uncover emerging visitation trends for the new chain.
Popular wing and burger destinations Wingstop and Shake Shack are thriving this summer, as both chains double down on expansion plans. Shake Shack is on track to add dozens of new locations to its 300+ domestic shacks in 2024, and Wingstop’s hundreds of newly added locations bring its U.S. restaurant count to nearly 2000 venues.
These aggressive expansion strategies are playing a significant role in the chains’ respective visit growth. In June 2024, Wingstop’s visits were up 34.2% YoY, while Shake Shack’s were up 28.1%.
As the chains expand their footprints, both are taking steps to increase store efficiency and improve service. Wingstop recently adopted a new in-house transaction software, while Shack Shack continues to streamline the kiosk ordering experience.
.png)
The experience at many eateries continues to change – as do the prices diners see on their menus. During the first months of 2024, inflation drove price increases across the QSR space. And as consumers took note of the higher prices, “the summer of value wars” got underway – with a long list of chains, including fast-food giants McDonald’s and Wendy’s, introducing low-cost meals and menus to reel in inflation-wary diners.
Despite price hikes felt by consumers, in Q2 2024, McDonald’s visits grew by 0.4% YoY and Wendy’s grew by 1.4%. And the late-June launch of McDonald’s and Wendy’s new limited-time $5 bundles – which are already making their impact felt on the ground – may drive further foot traffic growth for the two chains throughout the summer.
.png)
While many fast-food diners are looking for value this summer, they’re also proving eager to try new culinary experiences. McDonald’s spin-off restaurant CosMc’s landed in late 2023, with throngs of eager diners lining up for a taste of the unique concept. Since the first location opened in Bolingbrook, IL, several new CosMc’s have emerged to heavy fanfare, including one in Watauga, TX and another in Dallas.
And although CosMc’s is still in its infancy, location analytics shows that the concept already drives traffic from more affluent consumers than the traditional McDonald’s chain.
In June 2024, for example, the median household income (HHI) in the captured market of the Bolingbrook, IL CosMc’s was $97.0K – significantly higher than that of McDonald’s in the Chicago metro area ($75.5K) or of McDonald’s nationwide ($65K).
A similar trend could be observed in the Dallas-Ft. Worth-Arlington CBSA – where the captured markets of local CosMc’s featured significantly higher median HHIs than those of McDonald’s.
As a beverage-led concept, CosMc’s may drive more traffic from higher-income consumers than a traditional McDonald’s – where simple soft drinks typically come as an inexpensive meal add-on. And as a result, the chain may help McDonald’s bring a new consumer cohort into the fold.
Summer 2024 is undoubtedly shaping up to be the “Summer of Value” and perhaps the “Summer of Fast Food” as well. Will favorable trends continue in the months ahead?
Visit Placer.ai to find out.
The fast-casual space has been having a moment – with rising QSR prices leading many diners to embrace an upgraded experience. So with Q2 2024 in the rearview mirror, we dove into the data to check in with two fast-casual restaurant chains that have been doing particularly well: Chipotle and sweetgreen. How did their Q2 performance compare to that of the wider fast-casual segment? And what is it, exactly, that they are doing right?
We dove into the data to find out.
In the first quarter of 2024, Chipotle reported a 14.1% YoY increase in total revenue, and a 7.0% increase in comparable restaurant sales. And the chain isn’t showing any signs of slowing down. In Q2 2024, Chipotle saw YoY chain-wide foot traffic growth of 16.9%. And while some of this increase was undoubtedly due to the chain’s continued expansion – Chipotle added some 247 U.S. restaurants over the past year – the average number of visits to each of Chipotle’s restaurants also increased by an impressive 9.5%. By way of comparison, fast-casual restaurants experienced average quarterly YoY visit growth of just 4.2%, and visit-per-location growth of 2.9%.
One factor that appears to be contributing to Chipotle’s remarkable visit growth is its repeat customer base – which is growing more loyal with every passing year. Between Q2 2019 and Q2 2024, the share of visitors frequenting a Chipotle at least twice a month increased from 22.8% to 29.6%, while the share of visitors frequenting a Chipotle at least three times a month grew from 7.9% to 12.1%.
This rise in loyalty has taken place against the backdrop of Chipotle’s growing loyalty program – Chipotle Rewards – which launched in Q1 2019 and today boasts more than 40 million members. The program, which lets members earn points for every dollar spent, offers diners access to personalized deals and a range of special promotions – like free delivery on National Burrito Day. (Before you ask, foot traffic data shows that National Burrito Day, which fell on Thursday, April 4th, 2024 wasn’t just a day for ordering online: It was Chipotle’s busiest Thursday of the year so far, with visits up 19.7% compared to a regular Thursday). This April, Chipotle also partnered with Tekken 8 to offer diners in-game currency in exchange for orders – with special perks for Rewards members.
Another eatery that has been performing remarkably well in 2024 is sweetgreen – the fast-casual restaurant known for its healthy, fresh food. During Q2 2024, visits to sweetgreen were up a remarkable 19.9% YoY, a reflection of the chain’s growing footprint. But foot traffic data shows that there is more than enough demand to sustain sweetgreen’s accelerated expansion – over the analyzed period, the average number of visits to each sweetgreen location also increased by 5.9%.
A look at the hourly distribution of visits to sweetgreen shows that though the chain has made inroads into the dinner daypart, lunchtime remains its prime time to shine – especially on weekdays.
During the first half of 2024, 24.9% of weekday visits to sweetgreen took place between noon and 2:00 PM – compared to just 21.7% for the wider fast-casual category. But while sweetgreen, popular among the in-office crowd, drew a greater share of lunchtime visitors on weekdays, the fast-casual segment as a whole drew a greater share of lunchtime visitors on the weekends. Indeed, on Saturdays and Sundays, the share of lunchtime sweetgreen visitors dropped to 22.7%, while the share of fast-casual lunchtime visitors increased to 22.2%.
Still, suppertime is also a popular daypart for the salad chain on weekdays – with 20.0% of Monday - Friday visits taking place between 6:00 and 8:00 PM. As sweetgreen continues to lean into steaks and other dinner fare, it will be interesting to see if the restaurant begins to capture even more evening traffic.
Chipotle’s and sweetgreen’s strong quarter positions them well for further growth as the year wears on. Will Chipotle’s loyalty continue to increase? And will sweetgreen double down on dinner?
Follow Placer.ai’s data-driven restaurant analyses to find out.
Millennials everywhere, rejoice, because a beloved brand is back, for the next generation. Limited Too, an apparel staple for girls growing up in the 1990’s and 2000’s, has found its way back to the retail stage after years of dormancy. The brand began teasing its return a month ago, but last week brought the announcement that Limited Too’s relaunch will take place via a new apparel line at Kohl’s. With the Fourth of July over and Amazon Prime Day complete, the back-to-school season is officially upon us, even if it still feels like summer. In Kohl’s press release on Friday, the Limited Too introduction is a part of its larger back-to-school efforts, and it appears to be aimed at expanding apparel offerings for girls. And, with Kohl’s recent and upcoming additions like Sephora, Babies”R”Us, and now Limited Too, the target is clearly to woo and excite the Millennial shopper.
The relaunch of Limited Too includes fashion for girls size 7-16, the same Tween demographic that the brand originally captured. Mall-based Limited Too shut its doors in 2008, and the majority of stores were converted into rival retailer, Justice, who shuttered all of its stores in 2020. The brand revival is likely positioned by Kohl’s to appeal to parents who grew up with an affinity for the brand who can now purchase for their children.
With the relaunch, how well situated is Kohl’s to attract this ideal “Limited Too Loyalist”? We took a look at a sampling of former Justice stores prior to closing, from 2018 to January 2020, and compared the audience profile of Justice visitors to Kohl’s visitors using Spatial.ai PersonaLive, both during the same time period as well as in 2024.
Our data highlights that both retailers actually have a similar audience profile of visitors, and that Kohl’s has continued to grow its percentage of Upper Suburban Diverse Families and Wealthy Suburban Families to more closely align with the former Justice demographics. Since the pandemic and through its new partnerships and planned additions, Kohl’s has been able to capture wealthier suburban families, and as Millennials continue to migrate out of urban centers, the retailer may have set itself up well to welcome these shoppers.
The tween apparel market today is highly fragmented, as is true with most areas of discretionary retail, with shoppers having access to countless brands and channels to choose from. Mass merchants, fast fashion, and athleisure brands are all vying for the attention of tweens, who are in turn influencing the retail decisions of their parents. A few months ago, we wrote about Brandy Melville, a somewhat controversial retailer that is still hugely popular with tweens. The retailer has the cool and elusive styling that young shoppers crave, and continues to be a strong traffic performer so far in 2024 (below). We’ve also written about the renaissance of Abercrombie & Fitch, another 2000’s brand with a strong connection to Millennials that has been able to recapture visitors’ attention, and still operates the Abercrombie Kids brand aimed at the same size range as the newly launched Limited Too.
Kohl’s new bet for the back-to-school season hangs on appealing to nostalgic Millennial parents, a group that quickly is becoming a target for many retailer strategies. We wrote last week about the rise of younger visitors to warehouse clubs, and the importance of younger shoppers to growing the member base. In a competitive and value-oriented retail environment, appealing to this group and gaining their loyalty in visits is critical to long-term success. It will be interesting to see if the Millennial love for Limited Too still remains, even after all these years.
Another year, another acquisition for casual-dining restaurant leader Darden Restaurants. Following up last year’s acquisition of Ruth’s Chris Steakhouse, Darden plans to acquire Chuy's for $605M (representing 10.3x Chuy’s trailing-twelve-month adjusted EBITDA of $59, or 8.2x adjusting for run-rate G&A costs that can be eliminated by adding Chuy’s to the Darden portfolio). Chuy’s is among the leading players in the Mexican casual-dining space in terms of revenue ($451M in revenue during 2023, adjusting for the extra week in the reporting calendar), average revenue per unit ($4.5M), and restaurant-level EBITDA (20%).
The acquisition of Chuy’s makes sense to us on a number of levels. First, and most obviously, Chuy’s fills a gap in the Darden portfolio. The company already owns the top player among casual-dining Italian chains (Olive Garden) and the number-two player in casual-dining steakhouses in addition to its other casual-dining (Cheddar’s, Yard House, Bahama Breeze) and fine-dining (Ruth’s Chris, The Capital Grille, Eddie V's, Seasons 52) concepts. By adding a casual-dining Mexican concept to its portfolio, we believe there will be an opportunity to attract incremental visitors. Below, we’ve presented cross visitation for Darden’s casual-dining brands and Chuy’s in 2023, and we see minimal overlap (although the cross-visit data is admittedly impacted by chain size and geography). According to our data, only 4%-5% of visitors to Darden’s existing restaurants also visited a Chuy’s location in 2023 (with the exception of Cheddar’s, which saw a 12.9% cross-visitation percentage).
Second, despite Chuy’s being the leading player in the Mexican casual dining space, it’s still a relatively fragmented category that is ripe for consolidation. Below, we show the share of visitation data for Chuy’s compared to almost 20 other full-service Mexican restaurant chains from 2017-2023. Despite Chuy’s growth, its share of visits relative to the rest of the category has remained relatively healthy in the 12%-15% range. Backed by Darden’s purchasing, advertising, and real estate scale advantages, we see a meaningful opportunity to consolidate share of visits going forward, including visit per location improvement.
Chuy’s has been one of the leaders in the Mexican casual-dining chains in terms of visitation growth this year, outpacing monthly visits for the category by 5% on average (below). While integration will take time, applying guest experience, menu innovation, pricing, and marketing best practices from Darden should help to maintain this leadership.
At 101 company-owned restaurants today, Chuy’s is comparable to several other brands in the Darden portfolio (including Yard House at 88 units and Ruth’s Chris at 79). The chain is well established in Texas (44 company-owned units) but has a relatively small presence in other states across the Southeast and Midwest (below).
As Darden and Chuy’s management pointed out in a conference call to discuss the transaction, there are significant opportunities in both existing and new markets. Placer’s Site Selection tool (which identifies the characteristics of Chuy’s top locations–including trade area populations, demographic fit, cannibalization risk, and competition density–and finds markets/sites with similar characteristics) sees the best fits for expansion in several West, Midwest, and Northeast markets.
The first half of 2024 is proving to be more heavily visited for all types of shopping centers. June in particular is stronger than it was last year. After some January doldrums, where all shopping traffic was lower than the prior year due to weather, February began to pick up and March was particularly strong comparatively for outlet malls compared to last year. April saw a general downtick for more discretionary shopping, but May and June are looking strong so far.
The top 5 outlet malls by traffic during the last week of June were Arundel Mills, Ontario Mills, Sawgrass Mills, Legends Outlets Kansas City, and The Outlets at Orange. Among indoor malls, shoppers flocked to Mall of America, Roosevelt Field, Westfield Valley Fair, Del Amo Fashion Center, and Westfield Southcenter. Weather is always a consideration in the summer months, but as shopping centers have become increasingly sophisticated about strategically placed shade or places to take a break, it can be quite refreshing to visit an open-air lifestyle center. Tops in the nation for traffic include Ala Moana Center, Pier Park, Easton Town Center, Irvine Spectrum Center, and Victoria Gardens. As for high street retail corridors, no one can match the Big Apple. Three of the top five high streets were here, including Times Square and 42nd St at #1, SoHo at #3, and 5th Ave at #4. In second place was Michigan Ave in Chicago and in fifth place was Beverly Hills.
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.
