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Whether it’s a family picnic, a romantic stroll, or a casual jog, local parks have long been woven into the fabric of American life. In recent years, however, when and how people use these green spaces has shifted in important ways.
Using Placer.ai’s index of 3,000 local parks (i.e., smaller parks within cities, towns, and suburbs and excluding national and state parks), we analyzed visitation patterns over the past year and compared them to pre-COVID baselines. The results reveal not only a steady rise in park traffic, but also meaningful changes in how Americans engage with these public spaces.
Visits to local parks have steadily increased since 2019 as shown in the graph below – reflecting a sustained post-pandemic shift toward outdoor activities.
But the data also shows an interesting seasonal shift. Unsurprisingly, park visits tend to peak in spring and summer (Q2 and Q3), and drop in winter. But whereas in 2019 and 2021, Q3 slightly outperformed Q2, this trend began to reverse in 2022 – and over the past three years, spring and early summer have consistently outpaced the July to September period. Additionally, while Q2 visits have grown year after year, Q3 visits began to decline in 2024 – and July 2025 data suggests the trend may be continuing.
The shift, though subtle, may be tied to extreme summer heat waves in recent years – but it remains to be seen if this pattern will hold long-term.
Beyond sheer numbers, how people use parks is also changing. Since 2019, the share of visits lasting under 30 minutes has dropped, while visits over 30 minutes have increased – pointing to more intentional, extended outings that may include picnics, sports, or social gatherings.
At the same time, the share of weekday and early-day visits have declined, while weekend and evening visits have grown. This suggests that park trips are increasingly seen as dedicated leisure activities – part of people’s weekend plans rather than casual, quick visits.
Meanwhile, analyzing parks' trade areas indicates a subtle but significant shift in the demographic profiles of park-goers.
In both 2018/9 and 2024/5, park visitors tended to come from relatively affluent areas, with median household incomes (HHIs) above the nationwide average of $79.6K. But the analyzed period saw a modest but significant decline in the median HHI of parks’ trade areas. indicating a broadening of the audience making use of these spaces.
This shift was accompanied by an increase in the participation of families with children – further evidence of the emergence of local parks as communal, family-oriented spaces.
The growth in visitation along with the shifts in timing, duration, and demography carry important implications for local governments and park planners – and understanding these trends can help cities serve their communities and allocate relevant resources more effectively.
For example, with weekend visitation on the rise, cities could plan more park events on Saturdays and Sundays to maximize attendance and community engagement. In addition, more weekend visitors may require expanded parking, public transport options, or bike access to accommodate higher demand.
The growth in later and longer park visits may also suggest a greater need for improved evening amenities, such as better lighting for safety and extended hours for public facilities. Longer visits could also mean higher demand for seating, shaded areas, restrooms, and refreshment vendors. And more families with children could drive demand for enhanced playground equipment, family-friendly programming, and child safety features.
By aligning park services with these evolving patterns, local governments can better serve residents, attract more visitors, and make the most of the growing enthusiasm for outdoor public spaces.
For more up-to-date insights into population movement and civic trends, explore our free migration tool.
Las Vegas has long been a tourism mecca, attracting domestic and international travelers eager to partake of the city’s iconic offerings. However, as economic uncertainty weighs heavily on many would-be vacationers' minds, visits to the city have slowed. We examined H1 2025 data for the city and its legendary Las Vegas Strip (just outside the city limits) to see how domestic tourism slowdowns are impacting the city.
Las Vegas, with its iconic vistas, casinos, entertainment options, and convention centers, has long been a favorite domestic tourism destination. But travel patterns have slowed nationwide, and the downturn hasn’t spared the Entertainment Capital of the World. Foot traffic data for out-of-market domestic visitors to Vegas – defined here as those coming from at least 50 miles away – shows a notable decline in tourist visits to the city.
Visits to the city of Las Vegas have dropped consistently since the pandemic, hitting a low in Q1 2025 when out-of-market traffic fell 4.0% YoY. The Las Vegas Strip, which hosts most of the area’s marquee attractions and drives substantial revenue, fared even worse with a 10.6% YoY decline in Q1.
Still, visits to both the city and the Strip picked up somewhat in Las Vegas’ traditionally stronger Q2, a positive sign for the city and perhaps an indication of better things to come.
Economic uncertainties are likely one of the main reasons for the slowing visits to Las Vegas. And analyzing median household income (HHI) data for the areas supplying out-of-market visitors to the city highlights the economic pressures at play.
In Q2 2019, both the city of Las Vegas and the Strip drew visitors from areas with median HHIs of about $83.0K, with only a slight gap in favor of the Strip. But since then, median HHI trends have shifted, with Las Vegas seeing a subtle but steady rise in median HHI to $88.8K, and the Strip seeing a much more substantial increase to $99.4K.
The steeper climb in median HHI for the Strip’s visits, coupled with its larger visit gaps, suggests that as prices for tourist attractions climb, more budget-conscious visitors may be opting to explore beyond the Strip. Hotel and casino operators, seeing spending on leisure activities soften, are now offering steep discounts to attract additional travel. For local stakeholders, this poses both opportunities and potential downsides: While higher-income visitors may spend more, opening up ample opportunities for operators and retailers, middle-income-focused properties and storefronts face mounting risks. Developing “on-ramps” for value-conscious travelers will be critical to maintaining wide-ranging appeal and driving continued tourism growth.
The shifting profile of visitors presents Las Vegas with both challenges and opportunities. City leaders and industry stakeholders must juggle catering to a more affluent crowd while remaining accessible to budget-minded travelers. Ultimately, the city’s resilience will hinge on a balanced approach – welcoming high-rollers while ensuring that Las Vegas remains a destination for everyone.
Visit Placer.ai/anchor for the latest data-driven travel & leisure insights.
July has become a heavy hitter in the retail calendar as retailers battle for consumers' attention and spending. Promotional activity during this month is incredibly high as the industry enters the back-to-school season and debut of pre-fall collections. However, one promotional event has long held the top spot in July, with its history pre-dating Prime Day and other retailer deal day events: The Nordstrom Anniversary Sale.
The Anniversary Sale’s premise is unique compared to other promotional events across the retail calendar; most items included in the event are exclusive to Nordstrom and typically the discounts are on new releases instead of previously released mark downs. The sale has become a signal of the changing of seasons as consumers prepare their fall wardrobes. Over the years, it has provided incredible insight into the psyche of the consumer and the impact of social media influencers on the retail industry.
The annual event has undergone some major changes over the last decade. Nordstrom was quick to embrace the power of social media influencers, and the Anniversary Sale gave influencers incredible opportunities to drive conversion from themselves and the retailer, and in return, receive high commissions. It wasn’t uncommon for user generated content to skyrocket with influencers posting hauls of their Anniversary Sale finds and deals. However, the commission structure has evolved over time, and the retailer has seemingly shifted its focus away from content creators as the primary driver of consumer engagement.
This year marked the longest public Anniversary Sale, which ran from July 12th through August 3rd. (Any consumer can shop at Nordstrom during the public Anniversary sale, but Nordstrom cardmembers usually have early access to the sale, and pre-sale lengths have fluctuated over the years). This year had 23 sale days, compared to 21 in 2023 & 2024, 17 in 2019 and 2022, and 12 in 2021, which may have been impacted by pandemic induced supply chain issues.
Looking at overall visitation for the event, traffic was up 17% compared to 2024 and 15% compared to 2023, but that does account for the two extra days of the sale. On a more comparable basis, the average visits per day of the 2025 Anniversary Sale were up 7% vs. 2024 and up 5% vs. 2023, respectively, highlighting that 2025 did bring a higher volume of average visitors per day, despite the longer sale period. But average visits per day during the sale were below 2019, 2021 and 2022 levels, when influencer marketing around the event was much higher than it is today.
Still, Nordstrom has regained its footing with many consumers over the past year, and that combined with consumers' desire for value across retail may have contributed to this year’s higher volume of visits compared to the past few years.
Another interesting outcome from this year? The percentage of visits during the weekend was higher in 2025 than all previous years reviewed. The public sale did start on a Saturday this year, which could have had an impact, but it also indicates that consumers might have been looking to the sale as an event to plan their shopping around, instead of a quick stop off during the week. Beginning the sale on Saturday may have moved the needle to drum up shopper excitement and incentivize visitors to shop on the first day of the event.
Consumers of all segments are increasing their appetite for value across the retail industry, and it appears that the Anniversary Sale was primed to welcome wealthy shoppers who wanted to score this year’s trends and designers at a lower price point. According to PersonaLive consumer segmentation, 2025 saw a higher distribution of visits from Ultra Wealthy Families & Wealth Suburban Families than the previous two sale events. There may have been fewer aspirational shoppers this year as well, concentrating visits with consumers who have higher levels of disposable income.
There was also an increase in the share of visits by older consumer segments at the expense of younger shoppers, which is interesting considering potential differences in consumer sentiment between generations and less emphasis on marketing the sale through social media.
Overall, the success of this year’s Anniversary Sale from a visitation perspective is encouraging, as many retailers contend with rising prices and waning consumer demand for discretionary goods. The strong visitation trends during the early back-to-school period highlight the brand value and positive consumer perception that the retailer has successfully cultivated in recent years. Nordstrom has found the formula to engage and retain shoppers, and it’s no wonder that we selected it as a Ten Top Brand to Watch for 2025.
Retailers have to be more creative to drive consumer activity in-store for the remainder of the year, but exclusivity might just be the key to success as evidenced by the Anniversary Sale performance.
To see up-to-date retail traffic trends, visit our free tools.
In June and July 2025, visits to Placer’s Industrial Manufacturing Composite Index grew 3.0% and 2.3% year over year (YoY), respectively, as supply chains raced against the clock to build inventory in advance of the new tariffs set to come into effect on August 7th. But as the deadline approached, YoY visits to these sites by employees and logistics partners began to decline, dropping to 4.2% YoY during the week of August 11th, 2025.
The timing of this decline, occurring just days after tariff implementation, points to manufacturers potentially working through stockpiled inventory and reassessing supply chain strategies under the new cost structure. While it's still early to determine whether this represents a temporary recalibration or the beginning of a more sustained slowdown, the data suggests that the manufacturing sector is entering a period of adjustment as businesses adapt to the new tariff environment.
Bath & Body Works emerged as a surprise retail winner in February 2025’s Placer 100 roundup, when overall visits to the chain jumped by 13.7% YoY in conjunction with its Disney-themed fragrance release. And the chain is maintaining its relevance in the face of declining discretionary spending and tighter consumer budgets through a multi-pronged approach, including store expansions, a TikTok presence, and partnerships with influencers.
Still, traffic to the chain reflects the impact of softened discretionary spending. Although overall traffic increased 3.5% in Q2 2025 compared to Q2 2024, thanks in part to the chain's strategic expansion, same-store visits for the quarter fell slightly, as seen in the chart below. But foot traffic rebounded dramatically in July, when its semi-annual sale sent same-store visits up by 12.7% and overall visits up by 17.5%, highlighting how compelling promotions – especially when consumer budgets are tight – can lead to foot traffic spikes.
Visit Placer.ai/anchor for the latest data-driven retail insights.
The beauty industry continues to flourish, with external factors like the rise of #BeautyTok, the influence of online creators, and a steady stream of new products driving interest. Within this landscape, Ulta (ULTA) has been driving strong sales, capitalizing on continued interest in beauty to fuel this growth.
Following major gains through the pandemic years and beyond, Ulta's visits have flattened slightly. In Q2 2025, overall visits to the chain grew by 1.4% year over year (YoY), likely thanks to store openings (Ulta opened 62 new stores between Q1 2024 and Q1 2025), as same-store visits declined by 1.1% in the same period.
Despite softer same-store foot traffic as seen in the chart below, Ulta delivered strong comp sales growth of 2.9% last quarter, driven by a 2.3% rise in average ticket size and a 10.0% increase in e-commerce sales. Now, the chain seems to be entering a new phase of its story, choosing to wind down its Target partnership in favor of its Ulta Beauty Unleashed growth plan.
As Ulta’s growth momentum slows, its decision not to renew its six-year partnership with Target may be a strategic move to direct traffic to its growing store fleet.
The partnership launched in 2021 with the goals of making prestige beauty more accessible to Target shoppers while helping Ulta "deepen loyalty with existing guests and introduce Ulta Beauty to new guests." And, at least for Ulta, the strategy seems to have worked – the share of Target shoppers also visiting Ulta stores has increased significantly since the launch, as seen in the chart below. This suggests that the Ulta shop-in-shops helped the chain acquire new customers through the brand exposure generated by the partnership.
But the data also suggests that the benefits to Ulta may be diminishing. Since 2023, the share of Target shoppers also visiting Ulta appears to have plateaued around 30%, indicating that the shop-in-shops are no longer driving meaningful traffic to stand-alone Ulta stores. Meanwhile, Ulta now has a larger store fleet than it did in 2021 (the company opened approximately 150 new stores between Q2 2021 and Q1 2025). This expansion likely also contributed to increased cross-visitation while reducing the partnership's value proposition, as beauty consumers now have more opportunities to visit standalone Ulta stores. With the partnership's customer acquisition benefits plateauing and Ulta's expanded footprint reducing reliance on Target's locations, ending the collaboration appears to be a logical step toward maximizing traffic to Ulta's own stores.
Now, both brands have new opportunities to focus on their relative strengths. For Ulta, that means building out its Ulta Beauty Unleashed program, which will see the brand focus on improving store operations, enhancing the digital experience, and moving into new markets. Meanwhile, incoming Target CEO Michael Fiddelke plans to take the company back to its roots, focusing on its own merchandise and using technology to improve efficiency.
As Ulta transitions away from its Target partnership and focuses on its Ulta Beauty Unleashed growth plan, the company is well-positioned to capitalize on expanding store operations, enhanced digital experiences, and entry into new markets.
For the latest data-driven retail insights, visit 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.
