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We recently launched a podcast called Anchored – and if you're a frequent visitor of The Anchor, this one's for you. Anchored brings together the sharpest minds in retail, real estate, and consumer behavior for honest, in-depth conversations about where the industry is actually headed.
Every episode is packed with ideas worth holding onto. Here are a few standout insights from our released episodes in Season 1:
Watch: The $4 Billion Ceiling: Why Great Retail Brands Stop Growing
Watch: Why Retail Needs More Art and Less Science
Watch: From Hype to Hybrid: The Evolution of Retail Media
Watch: The In-Store Mega Channel
Watch: Convenience Meets Connection
Watch: The New Retail Recipe
The common thread: the physical store is worth far more than most brands realize. Listen to Anchored to hear why – and explore more retail insights at Placer.ai/anchor.
The 2026 World Cup kicked off on June 11th – and so, it turns out, did one of Chipotle's biggest traffic days of the year. To mark the occasion, the fast-casual chain offered a buy-one-get-one entrée deal to anyone who walked in wearing a soccer jersey after 3 p.m. local time.
And the promotion delivered a World-Cup-worthy visit spike. Nationwide foot traffic on June 11 ran 55.5% above Chipotle's 2026 year-to-date daily average – edging out the chain’s March tattoo BOGO, which ran 48.8% above the daily average. A jersey, it would seem, is an easier ask than a tattoo – even a fake one. And unlike the tattoo promotion, which was only available from 3 p.m. to 4 p.m., the World Cup offer ran through closing, giving customers a much larger window to participate.
The afternoon launch also concentrated demand later in the day. Because the promotion began at 3 p.m., visits between 3 p.m. and 10 p.m. ran 88.0% above the year-to-date average for those hours, significantly outpacing the all-day lift.
Chipotle's World Cup BOGO is a reminder of how much a well-timed, low-friction promotion can move foot traffic – especially one tied to a cultural moment as big as the World Cup. The jersey requirement kept the barrier to entry low, the 3 p.m. start funneled demand into the dinner daypart, and the brand's everyday regulars likely did the rest.
For more data-driven dining insights, visit Placer.ai/anchor.
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Darden Restaurants will report year-end results on June 25, closing the books on a fiscal year in which the Olive Garden parent raised its guidance even as much of casual dining contended with cautious consumers. What's powering the outperformance – and which of Darden's banners are doing the heavy lifting? We dove into the data to find out.
Visits to Darden's brands climbed 2.4% year over year (YoY) in Q1 2026 (January through March), even as traffic to the wider full-service restaurant category fell 1.3%.
And the gap doesn't just reflect Darden's expanding fleet. Average visits per location rose 0.5% YoY across the company's brands while declining 0.5% for the category as a whole – suggesting Darden is driving incremental demand at existing restaurants, not just adding new ones. The pattern echoes the results posted by the company last quarter, when blended same-restaurant sales beat the casual dining benchmark by 540 basis points.
Visits and Average Visits Per Location, Q1 (Jan.–Mar.) 2026 vs. Q1 2025
So what is fueling Darden’s success?
Among the company’s two largest brands, LongHorn Steakhouse has been the clear pacesetter, posting YoY same-store visit growth in every month of 2026 so far. The brand is likely benefiting from America's protein obsession, with meat demand climbing as high-protein diets go mainstream. And with grocery-store beef prices elevated, a steakhouse dinner may feel like particularly good value – especially as Darden has deliberately kept LongHorn's menu pricing below inflation while continuing to invest in food quality. That pricing gap may begin to narrow, however, as management has indicated that menu price increases are expected to move closer to inflation levels this quarter.
Olive Garden's performance, by contrast, has been more volatile. Some of the brand’s YoY visit fluctuations likely reflect calendar effects – March 2026 had one fewer Saturday than March 2025, while May benefited from an extra Sunday. But the flagship is also doing plenty right. Its springtime Buy One, Take One promotion and lighter-portion menu options have helped sharpen its value message, likely contributing to May's return to growth. And the brand delivered when it mattered most: On Mother's Day – one of the biggest dining-out occasions of the year – average visits per location to Olive Garden jumped 4.1% YoY, even as full-service restaurant visits rose just 2.2%.
Elsewhere in Darden's casual dining portfolio, Chuy’s slipped in four of the first five months of 2026, underscoring the challenges facing full-service Tex-Mex operators amid intense competition from fast-casual alternatives. Cheddar's Scratch Kitchen, meanwhile – the company's deepest value brand – generated same-store visit growth in four of the first five months of 2026, including a 3.1% increase in May. While some of that performance likely reflects easier comparisons, it also underscores the continued appeal of clearly differentiated value-oriented dining.
Darden's strongest momentum, however, is coming from the upper end of its portfolio. After entering fiscal 2026 with same-restaurant sales declining amid soft business travel, Darden’s fine-dining segment swung to 2.1% growth by last quarter on private dining gains and Ruth's Chris Steak House's three-course fixed-price menu. And visit data suggests this recovery continued into the spring, with May benefiting from a strong Mother’s Day across the segment: Average visits per location to The Capital Grille surged 16.7% YoY on the holiday, while Ruth’s Chris and Eddie V’s posted gains of 7.9% and 5.9%, respectively.
Upscale casual Yard House also performed well – strength management has credited to the brand's "socially energized bar" and distinctive menu, which position it as a social gathering destination rather than just another dinner stop.
Darden's results highlight the advantage of a diversified portfolio built around distinct consumer occasions and value propositions. Cheddar's owns everyday affordability, LongHorn serves a juicy steak at an accessible price point, Yard House anchors a night out, and the fine dining banners serve as go-to destinations for life’s celebrations. Olive Garden, meanwhile, competes in the most crowded part of the casual dining market, and its more uneven performance reflects that. But the flagship's value plays – and its standout Mother's Day – suggest it is finding its footing in the middle, too.
Can Darden's distinct brand positioning continue to drive outperformance as 2026 unfolds?
Check back with Placer.ai/anchor for the latest traffic insights.
On a national level, retail foot traffic held notably steady in May 2026. However, even relatively small fluctuations at the state level tell a story of two external pressures – a sharp run-up at the pump and a destructive mid-May storm outbreak – shaping consumer behavior.
The chart below shows year-over-year (YoY) visits to overall retail by state in May 2026. And while performance varied somewhat by state,all changes remained within the narrow range of ±2 percentage points. Nationwide, overall retail sat relatively flat at 0.3% YoY – stability that suggests that consumers are closely managing their budgets amid a challenging economic backdrop.
Still, even modest year-over-year swings in foot traffic highlight the influence of two state-level pressures: ongoing gas price increases and adverse weather conditions.
Gas prices continued to climb sharply in May 2026, and the map above suggests a relationship between YoY price hikes at the pump and retail visitation patterns. Regions that experienced the largest YoY increases in gas prices, such as the Midwest and Ohio – where prices climbed by over 45% and 50%, respectively – were often those that saw retail foot traffic soften. This could at least partly reflect consumers adjusting their spending to offset higher fuel costs.
Meanwhile, the regions with the lowest average gas price, the Gulf Coast and Lower Atlantic, or the West Coast – which experienced the smallest YoY price increase of (only) about 30% – for the most part posted positive YoY retail foot traffic. This trend held even as average gas prices along the West Coast reached over $5.5 per gallon – the highest in the country – suggesting that changes in gas prices had a greater impact on consumer traffic patterns than the absolute price level itself.
But fuel costs were only part of the retail foot traffic story in May 2026. Across the Midwest and parts of the Mid-Atlantic, a multi-day severe weather outbreak brought tornadoes, large hail, and flash flooding to the region. The same weather system also contributed to wildfire activity across southwestern Kansas and parts of Colorado, Oklahoma, and the Texas Panhandle.
As the map above shows, the band of declining retail visits running through the Midwest, Ohio Valley, and Mid-Atlantic – closely tracking the path of these storms. This alignment suggests that severe weather amplified existing economic headwinds and gas price sensitivity, limiting consumer movement in affected markets.
May's retail traffic patterns suggest overall consumer caution with regional nuance influenced by varying degrees of gas price pressures and local weather events.
What will retail foot traffic look like in the weeks ahead? Visit Placer.ai/anchor to find out.
Amazon recently announced that Prime Day 2026 will take place from June 23rd to 26th, marking an earlier-than-usual start to the summer promotional season. While Prime Day itself is primarily an online event, retailers with a significant brick-and-mortar presence often join the fray with competing sales, either during Amazon's event or in the lead-up to Fourth of July promotions. So what does retail foot traffic reveal about the state of the consumer heading into this key shopping period? We dove into the data to find out.
Despite ongoing headwinds, foot traffic to major retail chains for the first five months of the year stayed in positive territory relative to 2025, a notable showing given the macroeconomic uncertainty weighing on consumer sentiment. And even though the pace of growth has cooled since March – likely due in part to the sharp increase in gas prices – the direction never turned negative.
That consistency matters heading into Prime Day. Even as growth moderated through the spring, audiences continued to choose physical retail, suggesting that in-store visits are holding up rather than ceding ground to online channels. For retailers planning competing summer promotions, the steady baseline of positive year-over-year (YoY) traffic suggests that demand is present, and the opportunity lies in converting resilient visit volume into stronger spend during the promotional window.
Segmenting consumer traffic by driving distance shows that even the most acute headwind facing consumers right now – elevated gas prices – has done little to fundamentally alter shopping behavior. Even though longer-distance visits pulled back sharply in March with the onset of the gas price hike, the retreat proved short-lived – by April, every distance band had returned to positive growth, and the recovery held into May.
The quick rebound suggests that the March pullback in longer drives was largely temporary and did not mark a lasting shift toward online shopping. Consumers remain willing to make longer trips to stores – a healthy signal of shopping intent heading into the summer promotional season. And with gas prices now beginning to ease, the conditions look even more favorable for offline retailers as the promotional season approaches.
Zooming in on weekly visits to major retailers, however, reveals a more volatile, retailer-specific picture beneath the steady monthly averages.
The biggest distinction is between retailers entering the summer from a position of strength and those looking for a boost. Costco, Target, and (to a slightly lesser effect) Best Buy maintained year-over-year traffic gains throughout the spring – suggesting that, for these retailers, promotional events are more likely to amplify existing momentum than to create it.
Meanwhile, Walmart's traffic in recent weeks remained largely in line with last year, potentially reflecting continued pressure on its more value-oriented customer base – making the upcoming promotional events an important opportunity to reignite growth.
Home Depot and Lowe's fall somewhere in between. Both have shown signs of improvement after a prolonged slowdown, making the July 4th period an important test of whether that recovery can continue.
Consumer sentiment remains under pressure ahead of the early summer promotional events, but foot traffic data suggests that shoppers have not materially pulled back from physical stores. The resilience of longer-distance visits, combined with easing gas prices and generally positive traffic trends, points to a consumer who is becoming more selective rather than disengaged.
As retailers roll out competing promotions over the coming weeks, the key question will be where they choose to spend. Retailers already generating traffic momentum appear well positioned to capitalize on the season, while those facing softer visitation trends will be looking to promotions to reaccelerate growth.
For more data-driven retail insights, visit placer.ai/anchor
Perhaps the nicest gift you can give a parent is a meal they don't have to cook – complete with cloth napkins, quality family time, and no dishes to clean afterward. That's why Mother's Day and Father's Day consistently deliver some of the biggest traffic surges of the year for full-service restaurants (FSRs).
But with fuel prices still elevated and consumers continuing to watch their spending, will families still splurge on dining out this Father's Day, or will some opt for lower-cost alternatives? Which restaurant chains stand to benefit the most from the holiday – and where might diners find a quieter table if they're hoping to avoid the crowds?
Mother's Day and Father's Day have long ranked among the restaurant industry's most important occasions – and Mother's Day this year was no exception.
On May 10th, 2026, visits to full-service restaurants surged 56.0% above the average Sunday, while rising 1.5% year over year compared to Mother's Day 2025. Diners also spent more time at restaurants, with average dwell time climbing 12.8% above a typical Sunday – suggesting longer celebrations and potentially larger checks.
Limited-service restaurants, meanwhile, saw visits dip slightly below their typical Sunday baseline – suggesting that consumers weren't trading down. Even amid economic uncertainty, families appeared willing to pay a premium for the experience of celebrating Mom with a sit-down meal. And with Mother's Day and Father's Day consistently ranking among the busiest days of the year for full-service restaurants, Mother's Day's strong performance bodes well for another successful Father's Day season.
Sunday Visits to Full-Service and Limited-Service Restaurants vs. the 12-Month Sunday Average
FSR Visits on Mother’s Day 2026 vs. Mother’s Day 2025
Mother’s Day vs. 12-Month Sunday Average (FSR)
Father’s Day vs. 12-Month Sunday Average (FSR)
On a typical Sunday, Texas Roadhouse is already the nation's most-visited full-service restaurant chain, capturing 7.9% of FSR visits. Chili's follows at 7.1%, while Olive Garden captures 6.5%.
Mother's Day reshuffles the leaderboard somewhat. Both Texas Roadhouse and Olive Garden gain meaningful share as families gather for celebratory meals, with Texas Roadhouse narrowly maintaining its lead. On Mother's Day 2026, Texas Roadhouse captured 9.2% of FSR visits, while Olive Garden followed closely at 8.8%.
Father's Day, however, is a very different story. Last year, Texas Roadhouse captured 9.4% of all full-service restaurant visits, while both Chili's (5.8%) and Olive Garden (5.7%) lagged far behind. Steak, it seems, is exceptionally dad-coded.
The flip side, of course, is that Father's Day may be one of the quieter times to enjoy a plate of unlimited breadsticks. As families flock to steakhouses to celebrate Dad, Olive Garden's share of visits falls well below its typical Sunday levels, making it a surprisingly uncrowded alternative for diners looking to avoid the holiday rush.
Parents, it turns out, are very good for the restaurant business. And if Mother's Day is any indication, June 21st is poised to provide another meaningful boost for the segment this year – giving operators another opportunity to capitalize on one of the category's most reliable traffic-driving occasions.
To keep on top of full-service dining trends, follow Placer.ai/anchor.
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.
