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Sprouts Farmers Market entered 2026 expecting a challenging quarter – and Q1 foot traffic trends bore that out. Against a Q1 2025 comparison where comps surged 11.7% year over year (YoY), the company guided Q1 2026 comparable sales to decline between -3.0% and -1.0%, citing both the tough lap and continued pressure on grocery shoppers from elevated food prices. And same-store visits also dropped, falling between -3.0% and -6.0% YoY in Q1.
Still, overall foot traffic rose 1.8%, supported by the 37 stores opened in fiscal 2025 and additional locations added in early 2026, which helped offset softness at existing stores.
Against this backdrop, Sprouts is making several forward-looking investments that could support a traffic recovery later this year. Continued expansion, a new loyalty program launched in 2025, and ongoing merchandising innovation – alongside its transition to self-distribution for fresh meat – all position the company to compete on both quality and value as macro conditions evolve.
Will Sprouts return to same-store visit growth in Q2?
Visit Placer.ai/anchor to find out.
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.
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In February 2026, Chipotle unveiled its "Recipe for Growth" plan to reverse declining sales by improving operations, boosting marketing, and refreshing its menu. And though the plan has only been in place for a couple of months, traffic data suggests that it may already be having a positive impact on foot traffic to the chain.
After three consecutive quarters of year-over-year declines in average visits per location, Chipotle's foot traffic trends are showing signs of recovery. In Q1 2026, average visits per location were nearly flat (-0.2% YoY), while overall visits grew 5.8% – the strongest growth seen over the past year.
Several branding and menu innovations likely contributed to Chipotle's traffic recovery, including the high protein menu launched in late December 2025 and partnerships with athletes and sporting events. The biggest single driver, however, appears to have been the return of Chicken al Pastor on February 10, 2026 – a fan-favorite protein that had generated more social media requests for its comeback than any other LTO in the chain's history. In the month of its launch, overall visits rose 10.1% YoY and same-store visits grew 5.1%.
Still, the following month, overall visits were up just 3.6% and same-store visits were flat – suggesting that popular menu items can generate meaningful visit spikes, but those spikes may not automatically translate into lasting traffic bumps.
Chipotle appears to be leaning into this dynamic rather than fighting it. Starting April 28, the chain is rotating out Chicken al Pastor in favor of Honey Chicken – its best-performing LTO ever – effectively betting that a steady drumbeat of novelty and scarcity can sustain traffic where any single item cannot.
Another pillar of the company's "Back to Growth" plan entailed creating "new occasions that drive demand into our restaurants" – and Chipotle seems to have accomplished just that with its successful "Tatted Like a Chipotle Bag" BOGO promotion.
On March 13, 2026, from 3 to 4 PM local time, Chipotle offered an in-store BOGO entrée to any customer sporting a tattoo – real, temporary, or hand-drawn – a nod to the iconic tattoo-style graphics on a Chipotle bag. The one-hour activation drove a 55.3% spike in visits above the year-to-date average, with the highest daily visit count recorded since Placer.ai began tracking Chipotle's traffic in 2018. Chipotle also reported March 13th 2026 as the highest daily sales day in the chain's history.
That a single one-hour, in-store promotion could shatter the chain's all-time sales record speaks to the power of Chipotle's brand equity and the effectiveness of leaning into what makes it culturally distinct.
The early results suggest that Chipotle's 'Recipe for Growth' is already working – Q1's traffic recovery was built on a potent mix of menu innovation, viral activations, and renewed cultural relevance. But while the chain's strategy of cycling LTOs and engineering shareable moments has clearly rekindled consumer excitement – whether this delivers consistent same-store visit growth will be the real measure of "Recipe for Growth" success.
For more data-driven dining insights, visit placer.ai/anchor
After a strong Q4 2025 that delivered record single-day sales and one of the largest digital acquisition events in McDonald's history, Q1 2026 posed a harder test. Severe weather, pressure on lower-income consumers, and rising gas prices all weighed on the QSR category. So how did McDonald’s perform in Q1? We dove into the data to find out.
Q1 2026 visits to McDonald’s rose 0.6% year over year (YoY), with average visits per location essentially flat at 0.1%. Given Winter Storm Fern’s outsized impact on January traffic and a consumer environment that grew more selective as the quarter progressed, finishing Q1 in positive territory is a meaningful result.
That resilience reflects momentum built in Q4 2025, when McDonald’s delivered across all three of the pillars the company has identified as central to the brand's recovery: value, marketing, and menu. The September 2025 relaunch of Extra Value Meals helped reestablish McDonald’s value positioning, while MONOPOLY – returning to U.S. restaurants for the first time in nearly a decade – became one of the brand’s largest digital customer acquisition events ever. Meanwhile, the December 2025 Grinch Meal, featuring Dill Pickle McShaker Fries and collectible holiday socks, drove the highest single sales day in company history.
McDonald’s carried that strategy into Q1, bringing back the Shamrock Shake in February and launching the Big Arch Burger nationally in March. But in a quarter shaped by weather disruption and more cautious consumer spending, these initiatives generated more muted traffic responses than Q4’s record-setting activations.
The chart below illustrates McDonald’s uneven performance throughout the quarter. January same-store visits fell 1.3% YoY, due in part to Winter Storm Fern, which swept across more than 30 states late in the month, disrupting operations and driving temporary restaurant closures. February rebounded to +3.8% YoY, supported by pent-up demand and the return of the Shamrock Shake, which delivered a modest but discernable lift during its launch week. March, however, slipped back to -1.2% – reflecting the Big Arch Burger's more muted traffic response and possibly also the tightening of consumer purse strings in the face of rising gas prices.
But despite this consumer caution, the response to McDonald's latest pop-culture collab shows that even in a more demanding environment, the right promotion can still cut through.
On March 31 – the launch date of McDonald's collaboration with Netflix's Oscar-winning animated film KPop Demon Hunters – Tuesday visits reached 11.1% above the year-to-date Tuesday average, the highest single Tuesday reading of the entire first quarter. The promotion featured two dueling adult meals inspired by the film's rival groups, HUNTR/X and the Saja Boys, along with limited-time Korean-inspired items like Ramyeon McShaker Fries. And traffic stayed elevated in the days that followed, contributing to the chain's busiest week of the year so far.
Q1 data shows that McDonald’s can still drive traffic at scale, even in a softer environment. But success increasingly depends on executing consistently across value, marketing, and menu – while also delivering the kind of culturally relevant moments that give consumers a compelling reason to visit. How will the chain perform in Q2 as it rolls out its revamped McValue menu?
Follow Placer.ai/anchor to find out.
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.
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Starbucks and Dutch Bros may both operate in the coffee space, but they are pursuing distinct strategies that reflect their different stages of growth. Starbucks, the legacy leader, is focused on revitalizing its established brand. Dutch Bros, the newer, fast-growing entrant, is expanding its footprint and building brand awareness. And AI-powered location analytics suggests that both approaches appear to be working.
Dutch Bros is driving traffic through aggressive expansion, a drive-thru–focused model, and ongoing menu innovation. Meanwhile, Starbucks’ “Back to Starbucks” plan centers on closing underperforming stores, re-emphasizing the coffeehouse experience, and simplifying operations. Both chains may also be benefiting from the current consumer headwinds driving demand for affordable treats, with year-over-year (YoY) same-store visits up every month of the past six months.
In September 2024, Starbucks' then-new CEO Brian Niccol announced the Back to Starbucks turnaround strategy, focusing on reestablishing the brand's core identity as a coffee-first, community-centered brand, centered on high-quality coffee, skilled baristas, and a welcoming in-store experience. It also prioritizes improving service speed and consistency, simplifying operations, and strengthening the overall customer experience.
In September 2024, shortly after becoming CEO, Brian Niccol introduced the company's "Back to Starbucks" turnaround strategy, aimed at restoring the brand’s identity as a coffee-first, community-centered experience built on quality coffee, skilled baristas, and welcoming stores. The plan also emphasizes improving speed and consistency, simplifying operations, and enhancing the overall customer experience.
Traffic data reveals that the restructuring plan is already bearing fruit. Over the past two full quarters (Q4 2025 and Q1 2026) the company's overall traffic and average visits per venue increased 4.9% to 5.9% compared to the previous year – a particularly strong performance given broader consumer headwinds. If sustained, this momentum could signal a meaningful and durable return to growth for the brand.
Concurrently, Dutch Bros’ rapid expansion is translating into strong top-line traffic growth, with overall visits rising at a double-digit pace throughout 2025 and into early 2026. Quarterly gains ranged from 12.3% to 17.9% YoY as the brand entered new markets and scaled its footprint.
At the same time, average visits per location have remained relatively stable, suggesting that new store openings are not significantly cannibalizing existing units. This combination of robust overall traffic growth and steady per-location performance points to a healthy expansion strategy, where footprint growth is driving incremental demand rather than diluting it.
As both brands continue to execute on their respective strategies, early traffic trends suggest that there is no single path to growth in today’s coffee space. Starbucks’ operational reset and Dutch Bros’ expansion-led model are each resonating with consumers, albeit in different ways. The key question going forward will be whether these gains can be sustained as macro pressures persist and competition intensifies.
For more data-driven insights, visit placer.ai.anchor
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In a macroeconomic environment that continues to challenge dining chains, Shake Shack’s performance offers a clear signal of what consumers prioritize in 2026 – familiarity, convenience, and affordable indulgences.
Over the past several years, Shake Shack has expanded its footprint while maintaining solid performance at existing locations. In Q4 2025, total revenue rose nearly 22% year over year, while same-store sales increased 2.1%, driven primarily by pricing alongside a modest (+0.5%) lift in traffic – marking the brand’s 20th consecutive quarter of positive comparable growth. Restaurant-level margins also improved, pointing to stronger execution at the unit level.
And that momentum carried into Q1 2026. Overall visits rose 19.9% YoY, with average visits per location increasing in every month except January, when severe weather – including Winter Storm Fern – likely contributed to a slight 0.4% YoY dip.
A key driver of this consistency is Shake Shack’s alignment with evolving consumer routines. Loyalty has been rising, with repeat visitors accounting for an increasing share of traffic. At the same time, shorter weekday visits are becoming more common, suggesting that more customers are incorporating the brand into their weekly rhythms – whether for a quick lunch or an afternoon treat. And Shake Shack’s newly announced loyalty platform is likely to reinforce this behavior, further embedding the brand into day-to-day routines.
Menu innovation and popular limited-time offers also continue to play a major role in Shake Shack’s growth. Last summer, the nationwide launch of the Dubai Chocolate Pistachio Shake generated significant buzz. And more recently, the chain’s popular Valentine’s Day “True Love Shake” BOGO delivered its busiest day of the year – with visits jumping 14.8% above the typical Saturday baseline.
Shake Shack’s expansion strategy and visitation patterns point to a broader truth about dining in 2026: Success increasingly hinges on fitting seamlessly into everyday life while still delivering moments of excitement. As macroeconomic pressures persist, the brands that can balance routine convenience with craveable, culturally relevant offerings are likely to lead the next phase of growth.
For more data-driven dining 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.
Quick-service restaurants have faced significant headwinds, even as value offerings and limited-time promotions have helped stabilize traffic across the segment. Still, the largest restaurant groups are finding ways to outperform.
The latest visit data shows Yum! Brands and Restaurant Brands International (RBI) pulling ahead of the category – with growth in both cases driven by their leading brands and supported by the strength of their fast-casual concepts.
In Q1 2026, traffic to QSRs rose just 0.1% year over year (YoY), as increasingly cautious consumers pulled back on dining out. Against this backdrop, Yum! Brands’ 2.1% increase in overall portfolio traffic and 3.0% rise in average visits per location represent meaningful outperformance. While RBI lagged slightly in overall traffic, it still modestly outpaced the segment average in per-location traffic.
Diving into brand-level data, Taco Bell – which accounted for nearly three quarters of total Yum! visits in Q1 2026 – remained the company’s clear growth engine. A combination of strategic value pricing, ongoing menu innovation, and a strong digital loyalty program continued to drive same-store traffic growth and broaden the brand’s appeal across income cohorts – including higher-income consumers, families, and younger diners alike.
The Habit Burger Grill, Yum!’s fast-casual concept, also performed well in Q1, with same-store visits up in the mid- to high-single digits throughout the quarter. KFC, meanwhile, in the midst of a turnaround, saw mixed same-store visit trends – as did Pizza Hut, currently the subject of a strategic review.
On the RBI side, QSR leader Burger King continued to lead performance. After reporting a 2.6% same-store sales increase in Q4 2025, the chain delivered a 1.4% YoY rise in overall traffic in Q1 2026, with same-store visits increasing in both February and March. This momentum likely reflects ongoing execution of RBI’s “Reclaim the Flame” strategy, alongside ongoing menu innovation – including the January launch of the Ultimate Steakhouse Whopper, which was met with strong consumer response.
Fast-casual Firehouse Subs, which similarly posted a 2.4% increase in same-store sales in Q4 2025, also remained a bright spot in Q1, with positive same-store visit growth in January and February, and March performance roughly in line with the prior year.
By contrast, Tim Hortons continued to see traffic softness in the U.S., though ongoing expansion plans suggest confidence in its long-term opportunity. And Popeyes faced continued pressure, with RBI actively working to reposition the brand.
Both Yum! and RBI are successfully navigating a challenging QSR environment, driven by the strength of their flagship brands, solid performance in fast-casual concepts, and ongoing investments to stabilize underperforming chains. Will the companies be able to sustain this momentum in the coming months?
Follow Placer.ai/anchor to find out.
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.
