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The coffee space has become increasingly competitive in recent years. And while traffic to the segment is up, the growth of small and medium sized chains may be coming at the expense of Starbucks. Visits to the reigning coffee giant were down slightly (0.1%) YoY in Q2 2025 while average visits per location declined 4.2% in the same period.
Still, these trends mark an improvement compared to last quarter, when YoY visits and average visits per venue were down 0.9% and 5.4%, respectively – suggesting that the company's "Back to Starbucks" strategy and recent menu innovations are beginning to drive a turnaround.
Meanwhile, Dunkin' – the second-largest coffee chain in the country – is seeing modest growth, with overall visits and average visits per venue up 1.7% and 0.3% YoY, respectively, in Q2 2025. Like Starbucks, Dunkin' showed improvement in Q2 2025 compared to Q1 2025 – perhaps an early sign of strengthening consumer confidence.
But while broader market forces may have helped, Dunkin's Q2 2025 turnaround may also be attributed to the chain's promotional efforts – including a new ad campaign to promote the chain's $6 Meal Deals. As value continues to drive consumer decision-making, Dunkin's emphasis on affordable bundles positions it well to maintain its visit share despite the growing competition in the space.
Dutch Bros, one of the fastest growing coffee brands in recent years, maintained its momentum in Q2 2025, as coffee chains betting on small-format, largely drive-thru locations – including 7Brew, PJ's Coffee, Biggby, and Foxtail – continue to resonate with consumers.
Overall visits to the Oregon-based chain grew 13.8% YoY alongside a 0.8% increase in average visits per venue – indicating that the chain's ongoing expansion is not cannibalizing traffic from existing venues. This bodes well for the brand as it continues its aggressive expansion – 2,029 stores by 2029.
As we look to the second half of 2025, the coffee sector will be characterized by the distinct strategies of its key players. Dutch Bros' aggressive expansion will continue to challenge the incumbents on a local level, while Dunkin's focus on value will likely remain a key advantage with budget-conscious consumers. The ultimate test will be for Starbucks, as the industry leader's ability to translate its strategic innovations into sustained visit growth will determine its capacity to defend its market share.
For more data-driven dining insights, visit placer.ai/anchor.
Shake Shack traffic increased an impressive 13.7% year-over-year (YoY) in Q2 2025 while average visits per venue held relatively steady at -1.7% – indicating that the chain's aggressive expansion strategy is capturing new market share without cannibalizing existing locations.
Meanwhile, although Q2 2025 visits to Wingstop were up 3.6%, the chain's average visits per venue declined 6.3% – which may suggest that discretionary dining brands serving lower-income consumers may be experiencing pressure from tightening household budgets.
Analyzing trade area demographic data reveals that Wingstop's captured market has a median household income of $69.5K – significantly lower than Shake Shack's $97.0K. Wingstop's trade area also includes a much higher proportion of households with children.
Wingstop attracts families with tighter budgets who must stretch their dining dollars further, which likely contributed to the decline in average visits per venue during this period of economic uncertainty. Meanwhile, Shake Shack's appeals to higher-income consumers with more discretionary spending power could explain the chain's impressive visit strength despite the ongoing headwinds.
Looking at the change in visit frequency compared to 2024 also suggests that Wingstop is feeling the impact of its visitors' tighter budgets.
Wingstop still maintains a significant advantage in customer loyalty, with 16.8% to 18.1% repeat monthly visitors in H1 2025 compared to Shake Shack's 10.5% to 11.4%. But comparing these numbers to 2024 reveals that Wingstop's share of repeat visitors has declined slightly since 2024, while Shake Shack has posted modest monthly gains throughout H1 2025.
This shift suggests that budget-conscious families may be reducing their regular Wingstop visits to save money, while Shake Shack's strategic expansion is bringing locations closer to customers which could be driving increased repeat visitation.
Despite facing economic headwinds, Wingstop's continued positive visit growth and superior customer loyalty metrics demonstrate the brand's strong fundamentals and deep connection with its core family demographic.
As economic conditions stabilize, Wingstop's established customer base and proven appeal to budget-conscious families positions the chain for a strong rebound, particularly given that families with children represent a large and resilient market segment that will likely return to regular dining patterns when household budgets recover.
Visit Placer.ai/anchor for the latest data-driven dining insights.
Eyewear chain Warby Parker continues to be a disruptor. The glasses chain got its start online and made the pivot to brick-and-mortar in 2013. And while many retailers who made that move have since shifted to other retail formats, Warby Parker is pressing on – the brand has plans to open 45 new locations in 2025 alone and is partnering with Target to open store-in-stores in H2 2025.
The chain's ongoing expansion drove year-over-year (YoY) visit increases for all months of 2025 so far. Average visits per location showed more variance – average visits per venue declined 2.7% YoY in Q2 2025 – perhaps reflecting the brand's deliberate focus on market penetration and its use of stores as strategic omnichannel touchpoints rather than purely traffic-dependent locations.
Like Warby Parker, footwear brand Allbirds began online before pivoting to physical retail. But Allbirds is now going in a different direction and shrinking rather than expanding its footprint. In March 2024, the company made the strategic decision to shutter about one-third of its store fleet – and the result has been impressive. While overall visits declined YoY by -12.5% in Q2 2025, visits per location surged, increasing by 18.2% in the same period.
Monthly visits followed a similar pattern, with overall visits generally lower than they were in 2024 while visits per location were largely positive – and looking at visits since the beginning of 2025 shows that the YoY overall visit gap has also been narrowing. Visits in January 2025 were 37.1% lower than they were in January 2024, but by June 2025 that visit gap had narrowed to just 15.1%. Meanwhile, average visits per location were elevated by 13.2% YoY in June 2025. This impressive shift highlights that demand for in-store shopping at Allbirds is strong, and the decision to focus on its highest-performing stores has had the intended effect.
Warby Parker and Allbirds have taken divergent approaches to their brick-and-mortar strategy, and both chains are managing to keep things moving forward.
What will H2 look like for these brands? Visit Placer.ai/anchor for the latest data-driven retail insights.
Movie theater visits were up year-over-year in Q2 2025, but traffic generally remains significantly below 2019 levels – with the exception of Cinemark, where visits are almost on par with pre-pandemic levels. We analyzed the data to understand how movie-going behavior has changed since COVID and why Cinemark is staying ahead of the curve.
Movie theater traffic jumped year-over-year (YoY) in Q2 2025 thanks to the release of several successful blockbusters, including A Minecraft Movie, Sinners, Lilo & Stitch, and Mission Impossible: The Final Reckoning.
Still, baseline movie theater attendance remains significantly lower than it was pre-pandemic. And although YoY trends for AMC, Regal, and Cinemark were relatively consistent, comparing these chains' recent visit trends to pre-pandemic traffic reveals major differences in long-term performance.
Between July 2024 and June 2025, visits to the two largest chains – AMC and Regal – were 33.2% and 40.0% lower, respectively, than they were between July 2018 to June 2019. The visits per location gap was slightly narrower – due to rightsizing efforts that consolidated traffic into fewer movie theaters – but the data still indicates that AMC and Regal theaters are generally emptier than they were in 2018-2019.
But bucking the trend is Cinemark, which saw traffic to its flagship Cinemark brand dip just 2.6% compared to pre-COVID, while average visits per location were relatively stable at -0.8%. Thanks to this impressive recovery, Cinemark has significantly strengthened its position in the wider movie theater landscape.
A deeper look at the data confirms Cinemark's success in attracting moviegoers. Cinemark theaters average more visits both per location and per square foot, indicating that their higher visit numbers stem from fuller theaters rather than larger venues or more locations.
But just because Cinemark's visit numbers are relatively aligned with 2018-2019 traffic levels does not mean that the chain has not been impacted by the shift in post-COVID movie-going behavior.
Comparing monthly visits between July 2018-June 2019 and July 2024-June 2025 reveals increased traffic volatility at all three chains, with higher peaks and deeper valleys compared to average monthly baselines. This volatility likely stems from blockbusters playing a more central role in driving movie visits. Fewer consumers now go to movies casually – instead, they save their limited movie budgets for major releases.
The data also shows that all three chains have seen a relative drop in visits to matinee screenings (before 5 PM) along with a relative increase in late-night visits (9 PM to 1 AM) – which could also be consistent with a more intentional and less casual movie-going pattern.
And Cinemark hasn't been immune to these changes. The chain has also experienced similar monthly visit volatility, fewer matinee visits, and more late-night visits – matching the patterns seen at AMC and Regal.
So what is driving Cinemark's success? Some of the answer may lie in its strategic focus on less affluent family audiences. Compared to AMC and Regal, Cinemark attracts visitors from areas with lower median household incomes and higher concentrations of families – a positioning the chain seems to be deliberately cultivating.
Cinemark has built an ecosystem designed for budget-conscious families: their Movie Club membership includes monthly rollover ticket credits and concession discounts, while their Summer Movie Clubhouse offers discounted family packages. Select locations also feature Camp Cinemark auditoriums – screening rooms specifically designed to be child-friendly.
This strategy creates a virtuous cycle. While Cinemark's lower-income audience has tighter entertainment budgets, they're also less likely to have premium home theater setups that compete with the theatrical experience.
When these families do decide to splurge on entertainment, Cinemark's value-oriented approach and family-friendly amenities make it the logical choice – turning occasional visits into a more loyal customer base that sustains traffic even during industry-wide downturns.
While most movie theater chains continue to struggle with significantly lower attendance compared to pre-pandemic levels, the strong YoY performance suggests that the movie theater recovery story is still being written. Cinemark's success demonstrates that chains willing to adapt their strategies to serve underserved audiences can not only survive but thrive in the transformed post-pandemic entertainment landscape.
For more data-driven consumer insights, visit placer.ai/anchor.
Major retailers held promotional events around Amazon's Prime Day sales event. How did the promotional events impact retail foot traffic? And what does the data reveal about the state of consumers going into the second half of 2025?
Comparing daily visits to major retailers during their July campaigns against same-day YTD averages (e.g., Sunday July 6th traffic versus average Sunday visits in 2025) reveals that sales primarily boosted weekday traffic. Visits increased Monday through Friday during the promotional periods, but every retailer that extended its campaign to Saturday – typically the busiest in-store shopping day – experienced traffic declines compared to YTD Saturday averages.
Individual retailer analysis shows Best Buy achieved the strongest response, with visits increasing 13.2% to 21.9% between July 7th and 11th compared to same-day YTD averages, and the final day (Sunday July 13th) posting a 7.2% increase. Conversely, Dollar General saw the weakest performance – only three of seven promotional days generated visit increases, all remaining in low single digits.
This pattern suggests consumers leveraged sales for big-ticket purchases at discounts but didn't use the opportunity to stock up on lower-priced items.
Comparing average daily visits during 2024 and 2025 July campaigns shows generally lower in-store traffic this year. Timing likely played a role – except for Best Buy, all analyzed retailers ran their 2024 campaigns before Amazon Prime Day, while this year all five overlapped with Amazon's event. This means that, unlike in 2024, Target, Walmart, Kohl's, and Dollar General directly competed with Amazon Prime Day in 2025, potentially driving the in-store traffic decline.
This calendar shift makes Walmart's performance particularly noteworthy. Average daily visits during "Walmart Deals" increased 8.9% compared to last year – despite facing direct Amazon competition for the first time.
Walmart's strength may stem from its recent "Who Knew?" advertising campaign, which may have kept the retailer top-of-mind for many customers during this period of intense retail competition.
The YoY visit growth during July campaigns represents another milestone in the company's turnaround and brand refresh, demonstrating the legacy retailer's continued relevance in today's competitive retail landscape.
The data reveals that consumers approached July 2025 promotional events with strategic intent, focusing on high-value purchases during convenient weekday shopping windows rather than impulse buying across all categories.
Walmart's standout performance amid increased competition suggests that strong brand messaging and strategic positioning can overcome market headwinds, providing optimism for retailers heading into the second half of 2025.
For more data-driven retail insights, visit placer.ai/anchor.
McDonald's recent re-introduction of the snack wrap joins the recent wave of nostalgia-driven menu innovations – and initial data suggests that the fan-favorite is already driving up visits to the chain. On July 10th – the day of the launch – McDonald's traffic nationwide was up 15.0% compared to the 2025 YTD daily average and 11.4% higher than the YTD Thursday average, and visits remained high on Friday and Saturday as well.
The Snack Wrap's return comes at a critical time for McDonald's, as the chain continues to lean on menu innovations to turn around its recent traffic plateau plateau and sales dips.
Will the initial excitement translate into a sustained visit hike?
Visit placer.ai/anchor for the latest data-driven dining analysis.
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.
