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A common theme that spanned across the post-pandemic period of the retail industry has been resilience. Each time consumers throughout the United States faced adversity, they seemed to come back even stronger, often defying logic and expectations. Revenge spending often became the norm for many shoppers over the past six years, even as consumers accumulated mounting debts, utilized buy-now-pay-later services, and faced steep price increases due to tariffs and inflation. It has led to the question or if – or when – consumers might finally reach their breaking point.
The answer to that question might just be revealing itself to the retail industry in real time. In the face of rising prices across retail goods, services, and gasoline – particularly since the outbreak of the Iran War – consumers appear to be finally hitting the pause button on retail visitation in a stark way.
This coincides with another sobering statistic regarding consumer sentiment. According to the University of Michigan’s Monthly Survey of Consumers, which tracks consumer sentiment over time since the 1950’s, the May 2026 sentiment index fell to 44.8 – the lowest sentiment recorded since the inception of the survey. Consumers are feeling the pressure in all aspects of life, and their outlook is bleak on areas like the economy and their personal financial situations.
Despite the somewhat strong start to retail visitation in 2026, partially due to favorable comparable periods against early 2025, since mid-April there has been a noticeable change in retail traffic, both to discretionary and non-discretionary sectors. According to the same consumer sentiment index, April stood at 49.8, which was down 4 points from March.
While visitation to the Placer 100 Index, which includes 100 of largest retail chains across the U.S., and non-discretionary retail categories are still showing slight growth year-over-year, discretionary categories have declined. At the same time, it should be remembered that this period is being compared to last year’s pre-tariff rally among shoppers, which may also be impacting discretionary consumption.
Still, discretionary purchases are a logical place for the consumer to begin altering their consumption, especially for lower and middle-income shoppers who might be disproportionately impacted by rising fuel costs. Even with value-based options – like off-price retail – anything that is considered a “want” vs. a “need” are being reconsidered.
Waning consumer sentiment and increased economic uncertainty can both spur this change in behavior, and with sentiment at a record low, it’s clear that shoppers are trying to save instead of splurge right now.
For more data-driven consumer insights, visit placer.ai/anchor
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
We recently attended the 2026 National Restaurant Association Show in Chicago, and the mood on the floor reflected an industry navigating a more complicated demand environment than it faced a year ago. With gas and grocery prices ticking higher over the past few months, consumers are once again tightening their belts and scrutinizing every dining decision, leaving operators to fight harder for share of stomach against a wider range of food retailers. Yet despite the headwinds, the show also surfaced plenty of bright spots: some chains are still driving traffic gains through new products, sharper value messaging, and operational improvements – from menu innovation to loyalty and tech-enabled efficiency – that are resonating with cautious diners. The takeaways below unpack where the pressure is greatest, who's breaking through anyway, and what it all signals for the back half of 2026.
Placer’s visitation trends reinforce this uncertain consumer environment. Below, we show weekly year-over-year visit trends for the QSR, fast casual, casual dining, and fine dining categories. After a strong start to February – partly the result of lapping the macroeconomic uncertainty a year ago amid the initial tariff announcements – visitation trends for the QSR, fast casual, and casual dining segments have generally fallen year-over-year (YoY) the past few months. Meanwhile, visits to fine dining restaurants have generally increased YoY, with affluent consumers feeling more confident about the macroeconomic environment given recent stock market highs.
Even as caution returned to the consumer, several chains showcased at and around the show stood out as clear traffic winners through Q1. In fast casual, CAVA continued to look like the category's runaway story, posting 9.7% same-restaurant sales growth driven by a striking 6.8% jump in guest traffic – outpacing peers including Chipotle, which has been working through a "Recipe for Growth" turnaround after stretches of negative comps.
In the burger and Mexican QSR space, Burger King delivered a 5.8% U.S. comp gain in Q1 – its biggest lift in years – fueled by family-friendly SpongeBob and Mandalorian tie-ins, while Taco Bell once again served as Yum! Brands' growth engine, leveraging sharp value pricing, steady menu innovation, and a deep digital loyalty program to broaden its appeal across income cohorts.
Coffee was also a frequent topic of conversation at the 2026 NRA Show. Dutch Bros has now strung together five-plus quarters of traffic-led same-store sales gains and is rolling out hot breakfast nationwide. Meanwhile, 7 Brew has emerged as the segment's hottest growth story – posting eye-popping traffic gains and on pace to add more than 400 units in 2026 alone – even as Starbucks continues to navigate a turnaround under CEO Brian Niccol.
Regional QSR burger favorites are pressing their advantage as well. In-N-Out is pushing into Tennessee, Washington, and other new markets, Whataburger continues to extend its footprint outside the Southeast, and Culver's is rolling out a series of menu, technology, and experience updates aimed at sustaining the cult-like loyalty that has long set these regional players apart. In fact, Culver’s might be the story of the QSR category right now, posting same-store visits that ranked among the upper echelon of QSR chains during the first quarter.
One of the most persistent themes at this year's show was that restaurants are no longer just competing with each other for share of stomach. Grocery stores, convenience chains, and warehouse clubs are rapidly upgrading their prepared food offerings, and in many cases capturing everyday meal occasions that restaurants once owned.
Grocery retailers are expanding prepared foods and meals-on-the-go and positioning them as a more affordable alternative to both home cooking and a drive-thru run, while c-stores like 7-Eleven, QuikTrip, and Wawa have invested heavily in made-to-order menus, full kitchens, and even branded QSR partnerships that increasingly rival traditional fast food. Warehouse clubs are pushing in the same direction – Sam's Club, for example, is rolling out fresh, ready-to-serve meals – leaving restaurant operators to defend their turf against a much broader, and noticeably hungrier, retail food ecosystem. YoY visit trends for the QSR category have underperformed other food-at-home categories like grocery stores and superstores over the past twelve months, underscoring this meaningful channel shift.
Taken together, the 2026 show painted a picture of an industry at an inflection point. The tailwinds of pent-up post-pandemic demand have given way to a more discerning consumer, a wider competitive set, and thinner margins for error. The chains that are winning share are doing so with a clear playbook: relevant menu innovation, disciplined value, sticky loyalty, and operational investments that make the experience faster and easier.
As we head into the back half of 2026, the gap between the operators executing on those fundamentals and those still searching for an answer is likely to widen further. The pressure on the industry is real, but so is the opportunity – and the brands willing to keep adapting to where the consumer is actually headed should remain well-positioned to come out ahead.
For more data-driven insights, visit placer.ai/anchor
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
The Super Mario Galaxy Movie dominated the 2026 box office and drove a massive spike in theater visits – but the real story goes beyond ticket sales.
Location analytics as well as audience survey data from The People's Platform reveal how the blockbuster reshaped who went to the movies, how they spent their time, and where they spent their money afterward. Families with children made up a larger share of theater audiences, with theater trade areas reflecting broader economic diversity than any Q1 2026 release. The film also fueled a surge in morning matinee attendance and contributed to shorter average theater dwell times thanks to its family-friendly runtime. And during the first two weeks of the movie's release, the data shows an increase in post-movie theater QSR visitation as families extended the outing beyond the screening itself.
For the full analysis, read the article here.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
The Iran conflict and resulting supply disruptions pushed average U.S. gas prices from $2.80 per gallon in early January to $4.49 by mid-May – a nearly 60% increase. And while consumers initially appeared willing to absorb higher fuel costs, recent traffic patterns suggest that sustained pressure at the pump may finally be impacting behavior.
When gas prices initially began rising in early March 2026, both retail and fuel demand remained relatively resilient. As the chart below shows, discretionary retail and gas station visits hovered near or above prior-year levels – indicating that consumers were largely maintaining their shopping and driving habits. Meanwhile, non-discretionary retail traffic continued to post modest year-over-year (YoY) gains, perhaps a product of ongoing macroeconomic instability and the overall strength of essentials-based retail.
The Easter calendar shift – with the holiday falling on April 20th in 2025 and April 5th in 2026 – even provided a temporary lift across all three categories, which may have masked some of the early effects of rising fuel prices. Non-discretionary retail saw the strongest Easter impact – visits rose 10.0% YoY during the week of March 30th, 2026 – as consumers prepared for holiday gatherings. Easter-related travel also appears to have supported gas station visits, which increased 1.3% and 2.2% YoY the weeks of March 30th and April 6th, respectively. Discretionary retail benefited from the calendar shift as well, with visits increasing 5.0% YoY the week of April 6th, and 5.8% YoY the week of April 13th – likely driven by a combination of post-Easter promotions and spring break travel.
Following a temporary Easter-related lift, location intelligence suggests that consumer behavior reached an inflection point in mid-April. The week of April 13th marked both the second consecutive week in which average gas prices exceeded $4.00 per gallon and the first week since the start of the supply disruption that gas station visits fell below year-ago levels. Since then, gas stations have experienced persistent YoY visitation declines, suggesting that consumers may be driving less or holding out between fill-ups.
Beginning the week of April 20th, discretionary retail traffic also slipped below prior-year levels – pointing to a potential pullback in non-essential shopping trips. Non-discretionary retail proved more resilient, remaining near or above the previous year’s levels from that week onward (a brief YoY visit gap the week of April 13th was likely due to the Easter calendar shift). And yet, even visits to essentials-based categories dipped below prior-year levels the week of May 18th, indicating that consumers may be shopping more deliberately or consolidating trips as transportation costs rise.
While consumers initially appeared willing to absorb higher fuel costs, recent foot traffic trends suggest that prolonged high prices at the pump have influenced fill-up and retail behavior across the board. However, if consumers continue to see some relief, that pressure could ease in the weeks ahead.
Want to stay informed on the latest consumer behavior trends? Visit Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
Consumers aren’t shying away from testing out new hobbies, despite economic headwinds and changes in sentiment. Perhaps, it is actually a response to those factors that have consumers rushing to embrace new activities or socializing with others. Hobbies can act as a small indulgence for shoppers looking for ways to treat themselves at retail without a larger financial investment.
Typically small indulgences are often associated with categories like beauty or coffee chains, but hobby related retail traffic is also on the rise in areas like craft, books and paper. Consumers looking for activities and third places outside of their homes and offices to socialize have boosted games like Mahjong over the past year, which have prompted retailers to follow the trends and increase assortments that speak to these new interests.
Hobby related retailers have been steadily growing visits over the past year, particularly in the book and craft spaces.
Crafting activities like junk journaling, scrapbooking, needlepoint, and diamond art are all trending, leading to increased interest for chains like Michaels and Hobby Lobby to capture. Crafting retail has consolidated over the past few years with the loss of JOANN, but the demand has shifted to the remaining retailers.
The book category was a leader in 2025, and that momentum hasn’t slowed in 2026. The rise in book clubs as a socialization method has boosted the book industry as a hobby adjacent category. Barnes & Noble also has embraced retail as a third place through community events like storytimes and author events, as well as its cafe. Hobbies can be a catalyst for consumers to check out these retailers, but each of these chains has created reasons for shoppers to return frequently.
The paper category is one that hasn’t seen the same meteoric rise as crafts or books, but it is on the rebound. Paper Source has taken a few pages from its sister-brand Barnes & Noble on diversifying its assortment through areas like gifting and crafting. As consumers grapple with an increasingly digital existence, there does seem to still be a growing affinity for analogue activities and communication including invitations and thank-you notes. Retailers like Paper Source represent how small indulgences can show up for consumers in 2026; even with a smaller price tag, finding joy at retail is unmatched.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
Just a few months after Allbirds announced it was pivoting to AI, another DTC darling has taken an unexpected turn. Everlane – the upscale, "radical transparency" sustainability brand – has just been bought by ultra-low-price fast-fashion giant Shein for a reported $100 million.
Much of the coverage has framed the deal as Shein buying a sustainability halo to shore up its credibility in the American market. But location analytics point to a more tangible, often overlooked, asset – direct access, through Everlane's brick-and-mortar footprint, to the high-income, urban consumers Shein has long coveted.
Everlane’s stores are concentrated in affluent neighborhoods. Over the past twelve months, the brand’s potential market posted a median household income (HHI) of $127.7K – 46.3% above the nationwide baseline and a full $39.5K higher than the broader traditional apparel segment.
But even within these wealthy trade areas, Everlane disproportionately attracts the highest-income consumers. During the analyzed period, its captured market registered a median HHI of $142.3K – 11.5% above the brand’s already-affluent trade area. Other traditional apparel chains, by contrast, tend to attract audiences that more closely mirror the demographics of their surrounding markets.
For Shein, the striking gap between Everlane’s captured and potential markets is a signal of the brand’s durable equity: Despite its recent struggles, Everlane still demonstrates a powerful ability to attract highly desirable consumers beyond what would be expected from its physical footprint alone.
Everlane's audience also lines up neatly with the hip, urban demographic Shein has been trying to reach. "Educated Urbanites" – young, well-educated singles in dense urban areas working relatively high-paying jobs – account for a remarkable 40.8% of Everlane's captured market, against just 3.6% nationwide. The brand also over-indexes on "Ultra Wealthy Families," at 18.4% of its captured audience versus a traditional apparel benchmark of 8.7%.
That profile mirrors the consumer Shein has pursued through temporary pop-ups – including in luxury malls – across major U.S. cities.
The sustainability narrative may dominate the headlines, but the strategic logic behind Shein’s Everlane acquisition also runs through the customer base itself.
For Shein, Everlane represents a shortcut into a consumer segment it has sought to penetrate more effectively: affluent, urban, brand-conscious shoppers who still value trend relevance. And for Everlane, that same demographic strength helped transform a distressed sale into a strategic acquisition target – while giving Shein a strong incentive to preserve the brand’s positioning going forward.
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Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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.
