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Even as overall retail and dining visits show signs of slowing amid economic uncertainty, dollar stores continue to thrive. In July and August 2025, overall foot traffic to Dollar General and Dollar Tree rose 2.7% and 3.9% year over year (YoY), with average visits per location up 1.8% and 5.7%, respectively.
This momentum has not necessarily come at the expense of other discount giants like Walmart and Target. But what does the dollar-store surge mean for the grocery sector? We dove into the data to find out, focusing on category leader Dollar General. Is the retailer siphoning visits away from supermarkets, or is it serving as a complementary stop alongside other formats?
Over the past several years, Dollar General has steadily deepened its grocery presence. Fresh produce rollouts, expanded frozen assortments, and a focus on “everyday essentials” have helped shift its positioning from an occasional convenience stop to a more frequent shopping destination.
Foot traffic trends align with this shift. From Q2 2019 to Q2 2025, Dollar General’s share of grocery visits – across both traditional and value chains – rose consistently, while traditional chains like Kroger and Albertsons lost nearly four percentage points. Value grocers, meanwhile, (i.e. Aldi) remained stable through 2022 before gaining ground themselves, suggesting that Dollar General has primarily pulled shoppers away from traditional supermarkets even as other budget-oriented grocers strengthened.
Cross-visitation data also supports this pattern. Kroger visitors are increasingly supplementing their shopping routines with Dollar General, while Dollar General customers are gradually reducing their reliance on Kroger. This points to Dollar General’s growth coming, at least in part, at the expense of traditional grocers.
So far, this shift has yet to make a major dent in grocery performance. Even as the share of Dollar General shoppers visiting Kroger has declined, Kroger’s overall traffic has remained relatively steady – up 1.3% between Q2 2019 and Q2 2022, and down just 1.2% between Q2 2022 and Q2 2025. This indicates that Kroger has so far managed to offset losses to Dollar General by drawing in new visits, potentially including shoppers trading down from restaurants to prepared foods in the grocery aisle. Looking ahead, grocers may continue to hold their ground by adapting to consumers' changing food routines, even as dollar stores expand their role in food retail.
Meanwhile, Dollar General’s relationship with Aldi has evolved differently. From 2019 to 2022, overlap between the two chains held flat or dipped slightly. But from 2022 to 2025, cross-visitation rose in both directions: More Dollar General shoppers visited Aldi, and vice versa. The pattern suggests the two are increasingly functioning as complementary stops for value-driven households – similar to how Dollar General coexists with Walmart, Target, and Costco. Aldi's positioning as a complement rather than a direct competitor is likely also one of the tailwinds behind the grocer's sustained nationwide growth.
And these patterns extend nationwide. Dollar General’s footprint remains strongest in the South, where it accounted for one in five visits to grocery stores in Q2 2025. But the chain’s fastest grocery visit growth is occurring elsewhere. Between 2019 and 2025, its grocery visit share climbed by over four points in the Midwest and more than three points in the Northeast. And despite Dollar General’s relatively limited presence in the West, it nearly doubled its grocery visit share over the same period.
Location analytics further reveal that Dollar General’s growth has been fueled largely by its dominance in short visits – ”in-and-out” trips lasting less than ten minutes for essentials like milk, bread, eggs, or snacks. Dollar General now accounts for 28.0% of all under-ten minute visits to Dollar General, traditional grocery stores, and value grocery stores. This is a sharp increase from the 24.1% relative short visit share going to Dollar General in Q2 2019.
Dollar General's share of extended visits (over 10 minutes) also grew between Q2 2019 and Q2 2025, but these still account for just 10.2% of combined Dollar General and grocery visits. Together, these trends underscore how Dollar General has solidified its role as a quick-stop destination, carving out a niche that complements rather than fully replaces the traditional grocery trip.
As Dollar General continues expanding its footprint and grocery offerings, its impact on how – and where – Americans shop for food is poised to keep growing. By capturing short-visit traffic and offering a broader grocery selection, the chain is reshaping the competitive landscape and prompting both traditional and value grocers to adapt.
For the most up-to-date dollar store visit data, check out Placer.ai's free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Book retailer Barnes & Noble has been making strategic moves to strengthen its position in the marketplace. The chain, which prioritizes building a local, independent bookstore feel while leveraging its size and purchasing power, has been steadily acquiring beloved independent bookstore chains. It first acquired Colorado chain Tattered Cover in 2023, and just announced the acquisition of Books Inc. in the Bay Area.
We took a closer look at recent visit trends and compared Barnes & Noble’s customer behavior with Books Inc. to understand how this acquisition may help B&N extend its experiential, community-driven model – while giving Books Inc. the scale and pull of a national brand.
Some of the most successful brick-and-mortar retailers today are tapping into consumer desire for experiential retail and community – and Barnes & Noble is no exception. The chain has undergone a significant transformation in recent years, guided by new leadership and a deliberate shift toward bookstores that feel independent while being part of a national brand.
This approach seems to be resonating with shoppers: Throughout 2025, visits to B&N have risen consistently on a YoY basis. And average visits per location have increased most months as well, showing that even as the bookseller grows its fleet, existing stores are thriving. Building on that momentum, B&N is pushing ahead with expansion – beyond its recent acquisitions, the chain plans to open 60 new stores in 2025.
Barnes & Noble has achieved what many booksellers struggle to do: establish itself as an experiential destination for book lovers. Store managers have the freedom to curate selections tailored to their local communities, giving each location its own personality while maintaining the reach and resources of a large retailer. And while the company has acquired smaller, struggling brands, it has done so in a way that preserves their identity while giving them the purchasing power and financial cushion of a major national retailer. The latest example is Bay Area independent bookstore chain Books Inc., which will keep its name even as it operates under new management.
Location analytics reveal meaningful differences in customer behavior at the two chains. At a Barnes & Noble in Redwood City, CA, 65.1% of visitors stayed more than 15 minutes, compared to 57.2% at a Books Inc. just 5.5 miles away. Longer visits reflect the success of Barnes & Noble’s experiential approach – stores designed not just for quick purchases, but for browsing, discovery, and lingering.
The data also highlight a seasonal divergence. Barnes & Noble sees dramatic surges around key shopping moments – in December 2024, visits to the Redwood City B&N surged 47.5% above average, while Books Inc.’s increase was a more modest 16.4%. While Books Inc. has remained a steady draw throughout the year, Barnes & Noble has carved out a distinct role as a holiday destination, competing not only with other bookstores but also with broader categories like gifting and entertainment – a crucial differentiator in a retail sector where fourth-quarter performance can define a year.
Taken together, these patterns suggest that under B&N’s leadership, Books Inc. could deepen its appeal as both a community hub and a shopping destination. If management successfully blends Books Inc.’s historic local ties with B&N’s proven ability to capture extended visits and seasonal demand, the chain may see more sustained engagement and stronger sales peaks.
Barnes & Noble’s acquisition of Books Inc. has the potential to strengthen both brands. For B&N, it reinforces a community-first strategy that independent bookstores have long excelled at – and that continues to resonate with readers. For Books Inc., it brings the pull and financial stability of a national chain.
To explore more chains leading the visit growth pack, check out our free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Department stores have faced significant challenges in recent years, with inflationary pressures and the rise of off-price competitors weighing on performance. Yet Dillard’s has managed to buck the trend. We dove into the data to explore some of the factors helping Dillard’s stay ahead of its peers.
Better-than-expected recent earnings beats notwithstanding, department stores have faced considerable headwinds in recent years, with store closures and an overall category contraction leading to visit slowdowns. But Dillard’s has remained ahead of the curve – a resilience reflected not only in steady shopper traffic but also in a stock price that has surged as the chain continues to outperform peers.
While overall department store visits fell year-over-year (YoY) through much of 2025, Dillard’s posted positive traffic growth in several key months – most notably May, July, and August – and consistently outpaced a wider segment that saw continued declines.
Location analytics reveal three factors behind Dillard’s recent success: a consistent emphasis on fundamentals that have turned its stores into weekend retail destinations, a Sunbelt-focused footprint, and a thriving clearance network.
First, the fundamentals: Dillard’s has consistently excelled at the basics – maintaining clean, well-staffed stores, prioritizing essentials over fads, and offering an in-store experience defined by helpful sales associates. The fruits from this investment can be seen from its position as a bona fide destination. Between January and August 2025, 42.9% of Dillard’s visits took place over the weekend (Saturdays and Sundays), compared to 40.0% for other department stores. And almost half of Dillard’s weekend visitors traveled more than ten miles to shop (see chart below), versus just 36.5% for other department stores.
The pronounced weekend shift indicates that Dillard’s has become a destination retailer that shoppers go out of their way to visit – a powerful marker of brand strength in a challenging environment.
Dillard's concentration in growing Sunbelt markets like Texas and Florida may also mean that Dillard's is operating in markets relatively favorable to its offerings. The chain has no footprint in the Northeast, where the department store segment has seen the largest YoY declines. Instead, most of its stores are in the South and West where wider department store traffic trends have been generally more favorable.
Last but not least, Dillard’s successful clearance centers have also bolstered the retailer. Out of its 272 stores, 28 operate as clearance centers, and these locations are thriving.
While overall year-to-date visits to Dillard’s remained essentially flat YoY between January and August 2025 – aligning with recent earnings reports – visits to clearance stores rose 7.5% YoY. These outlets are driving meaningful incremental traffic at a time when value-conscious shopping is reshaping consumer behavior.
By combining regional strength, thriving clearance centers, and destination appeal, Dillard’s has carved out a rare advantage in a challenged sector. And with its recent acquisition of Longview Mall in Texas, the chain is showing that it’s not just surviving today’s headwinds – it’s betting on the future of department store retail.
For more data-driven department store insights explore Placer.ai’s free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
At a time when much of the retail industry looks and feels the same, many retailers are working to cement their brand identity and individuality with consumers, which can help set them apart from their competitors. Finding a competitive advantage can be hard to come by in 2025, as consumers hunt for value wherever they can find it and loyalty to any individual chain is low. This challenge is especially true in the apparel category, where assortments across retail banners have become more similar over time and retailers rely on the same trend forecasting, leading to a lack of newness in the market for shoppers.
One option to freshen up merchandising and offer something unique to potential visitors is through category expansion. Creating more opportunities for consumers to engage with different types of products in a single location could improve visit frequency and overall customer satisfaction, and allow the brand's ethos to expand beyond its traditional borders. Gap Inc. recently announced a new initiative in line with this theory; Both Gap & Old Navy will launch beauty lines in 2026 and 2025 respectively. Old Navy is also slated to launch a true collection of handbags.
Accessories and beauty are natural product expansion categories for retailers that specialize in fashion; for other apparel brands such as J.Crew, Madewell and French label Sézane, accessories have helped to bolster their business and deepen their relationships with shoppers. Luxury apparel and accessory brands have long intertwined their labels with beauty as well, which has helped to spark the prestige beauty industry. In examining the potential opportunity for both retailers and the expanded categories through the lens of retail visits, it’s clear that the mainstream apparel brands can benefit from creating more opportunities for consumers to engage with different products.
Gap Inc.’s planned launch of beauty lines at both Old Navy and Gap tap into the excitement generated by the beauty industry since the pandemic. Recently, the beauty space has faced more headwinds, with increased market saturation and changing consumer behavior softening demand for the category.
But beauty still has a lot of potential momentum ahead, with consumers' continued focus on health, wellness and appearance as well as the rising demand for more affordable indulgences and luxuries in the face of a challenging consumer environment. And while traffic to beauty and self care retail has remained relatively flat in 2025 so far compared to 2024, the industry is still lapping exceptionally strong gains from the past few years.
Gap Inc. has a strong opportunity to bring a fresh perspective to the beauty category. A significant share of Gap and Old Navy shoppers also frequent Ulta, with Old Navy showing the higher overlap (42.2% of Old Navy visitors also visited Ulta between January and August 2025, compared to 38.1% of Gap visitors) – likely one reason the beauty line will debut there first. The audience crossover between Gap Inc.'s leading banners and Ulta highlights clear demand for beauty among Gap Inc.'s customer base and opens the door for the company's apparel brands to capture a portion of that spend over time.
Importantly, both Ulta and Sephora have leaned into expanding their private-label offerings, reflecting consumers’ growing comfort with trying beauty products outside of traditional beauty brands. That shift suggests shoppers may also be willing to embrace beauty lines from retailers like Gap and Old Navy, giving Gap Inc. a more favorable entry point into the category.
Gap Inc.’s most recent release about the project mentioned adding beauty consultants to the Old Navy stores during this fall’s rollout of the category. Dedicated product knowledge and expertise is incredibly important in the beauty space, and visitors tend to stay longer to browse and learn. If Old Navy could capture even a few extra minutes of shoppers’ attention, conversion and dwell times could rise during the remainder of 2025.
Similar to the brands’ expansion into beauty, a new push into the accessories category might just be what Gap Inc. needs to further cement itself as a steward of American fashion. Accessories, including handbags, have had a challenging few years in the post-pandemic period. The category has become more fragmented, and consumers have shown an inclination for fewer logos and branded products. And, the Gap brand has already tested the strategy earlier this year with its collaboration with travel brand Beis.
Old Navy is the first brand to release a robust handbag offering, under the creative direction of Zac Posen – and there is evidence to suggest that handbags might be a great new expansion for the brand. Looking at Old Navy and Gap's visitor habits shows that there are high levels of cross-visitation with off-price retailers, including T.J.Maxx, Marshall’s and Ross Dress For Less.
The off-price channel has had the benefit of being able to curate an assortment of designer and branded handbags at value-driven price points, which has made it more difficult for other retailers to compete. Old Navy focusing on creating products that are value-driven but also fashion forward might prove them to be a worthy adversary in the value apparel space.
But the data also highlights that Gap may hold an even stronger opportunity in accessories.. The chain hasn’t launched its renewed accessories program, but the company recently announced hires hailing from leading accessories giants that certainly can help the brand shape its handbag identity. For consumers who are focused on trend-right styles at a more accessible price point, Gap may be able to find its footing, especially against the backdrop of economic headwinds for many American consumers.
Shoppers may also be looking for alternatives to luxury accessory brands over the next few years – especially those consumers who are considered more aspirational, or only purchase luxury goods occasionally due to their levels of discretionary spending. Foot traffic to luxury apparel and accessories brands shows a slowdown in luxury apparel's offline growth throughout 2025, and insights show that the visits are becoming more consolidated around wealthier shoppers.
Gap Inc.’s expansion into beauty and accessories can help the company drive differentiation in a retail environment where sameness dominates. By entering categories that naturally complement fashion, Gap Inc. has an opportunity to extend its brand identity beyond apparel, deepen customer engagement, and capture wallet share from both loyal shoppers and those trading down from luxury.
Success will hinge on execution: delivering value-driven yet fashion-forward products, ensuring knowledgeable in-store experiences, and crafting compelling brand storytelling. If Gap Inc. can leverage these new categories effectively, its beauty and accessories strategy could not only boost near-term traffic and sales but also lay the foundation for sustainable long-term growth in a highly competitive market.
Shifts away from designer handbags, both in the luxury and mid-tier segments, may create the perfect opportunity for Gap to stake its claim. The industry is still lacking affordable, fashion driven accessories that can appeal to a wide array of consumers. If the merchandising and brand storytelling can create a compelling reason to buy for shoppers, the brand might be able to extend the reinvention that has been working for the retailer throughout 2025.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
At the height of the pandemic, many wondered whether beauty (retailers like Ulta and Bath & Body Works) and fitness (i.e. gyms and health clubs) foot traffic would ever recover from the many months of home workouts and social distancing. Several years on, however, visits to these retail spaces have not only rebounded, but well-surpassed pre-pandemic levels. We dove into the data for the Beauty and Fitness spaces to find out how consumer behavior has changed and what might be contributing to these categories’ sustained foot traffic growth.
The graph below shows that visits to the Beauty & Self Care and Fitness spaces followed a consistently upward trajectory between 2021 and 2024, but their paths are now beginning to diverge.
Beauty – which expanded its offline footprint more rapidly compared to fitness between 2021 and 2024 – now appears to be plateauing. Ulta, one of the major beneficiaries of the post-pandemic beauty boom, recently raised its full-year guidance, while still expressing caution around global trade uncertainty and noting deceleration in higher priced fragrance and cosmetics. Some executives also report value-conscious shoppers as becoming more selective in their spending instead of chasing every new beauty trend. As a result, even though the sector remains well above pre-pandemic levels, rising consumer caution is putting the brakes on further gains – at least for now.
Meanwhile, fitness traffic continues to grow consistently year over year, perhaps aided by increasingly health-conscious Gen Z and millennial consumers. Although fitness' gains over the pre-pandemic baseline are not as large as those seen in beauty, the category’s steady momentum reflects an increasing consumer focus on wellness and signals substantial potential for future growth.
One factor behind the rise in fitness visits is likely that gymgoers are working out more frequently.
The share of visitors going to the gym around once a week (four times a month or more) increased between Q1 2024 and Q1 2025. Even more impressive is the increased visit frequency at the start of the year, a traditionally strong period for fitness traffic.
Fitness chains typically see a surge in visits at the start of the year as gym visitors – both new sign-ups and existing members – renew their commitment to healthy lifestyles as part of their New Year’s resolutions.
And the data suggests that gym-goers hit the gym more frequently during this period, as well. Close examination of the shaded area in the graph below shows that the share of gym-goers that went at least four times a month (about once a week) during the months Q1 2025 has increased compared to Q1 2024. And the most recent data reveals that frequency has remained higher this year compared to 2024 throughout the summer as well, indicating that visitor frequency is continuing to grow more robust.
In a period of economic uncertainty, gym-goers are getting more value out of their memberships than in the past, and seem to be more likely to join, and remain members, throughout the year.
Even as visits to the beauty space surged since 2019, the length of the average visit has decreased, highlighting the evolving but still critical role of physical stores.
Analysis of average visit duration for three leading chains – Ulta, Bath & Body Works, and Sally Beauty Supply – shows that the average visit length dropped across all three chains between H1 2019 and H1 2024. This trend may reflect the growing influence of social commerce in product discovery and digital sales, reducing the need for extended in-store browsing.
Yet, physical stores remain a powerful driver of engagement: many consumers still seek immersive experiences and want to try and buy products in-person. Retailers are enhancing the appeal of in-store shopping through cutting-edge beauty tech that connect digital discovery with physical retail spaces. Notably, between H1 2024 and H1 2025, the analyzed brands experienced a modest rebound in visit length – further evidence that physical stores continue to serve as vital tools for consumer engagement.
Foot traffic to both the beauty and fitness spaces has surpassed pre-pandemic levels. However, value-consciousness is currently putting pressure on beauty retail while health-consciousness is aiding fitness gains. Still, the future looks bright for both categories, in which physical spaces are taking on a new role in engaging consumers.
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Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
As consumer spending continues to bifurcate, mid-tier chains face headwinds while off-price and luxury apparel gain ground. Which of the two apparel segments has the greatest growth potential? We dove into the data to find out.
Off-price has led apparel growth in recent years, and continuing economic uncertainty is helping the segment build on that momentum and continue its upward trajectory in 2025. But the luxury apparel segment – which underperformed the wider apparel category for much of 2024 – has also been on the rise lately, as shown in the chart below.
So far in 2025, foot traffic to luxury chains and department stores has increased year-over-year, consistently outpacing the broader apparel category. This trend reflects the increasingly bifurcated retail space: value-oriented chains, including off-price leaders, are winning over budget-conscious shoppers, while premium brands continue to attract affluent customers who remain less sensitive to economic headwinds.
Still, the data also shows that off-price chains continue to show significantly stronger traffic growth, while luxury visits have recently stabilized – traffic between June and August 2025 was roughly flat YoY. This contrast underscores the greater growth potential of value-oriented retailers in the current environment, with middle-income shoppers far more likely to trade down into off-price than to stretch into luxury. So although affluent spending appears to be holding steady, luxury’s room for further expansion may be limited.
Luxury may be more visible than ever, with social media fueling brand awareness. Pandemic-era stimulus checks may also have briefly given middle-income shoppers an opportunity to splurge on coveted labels. But beneath the surface, the data suggests that the audience is actually narrowing, with luxury chains drawing more heavily from affluent areas – even as brands try to broaden their lines and bring prestige to the masses.
Between 2022 and 2025, the median HHI for luxury shoppers climbed from $115K to nearly $118K, while the medians for traditional and off-price apparel shoppers held steady.
This suggests that, as prices rise, luxury increasingly depends on the nation’s wealthiest households, while off-price, with its median HHI of $75K (closely aligned with the national average of $79.6K according to PopStats 2024 data), continues to draw a broad shopper base. Off-price’s income profile may even be buoyed by wealthier shoppers trading down, while mid-range apparel chains feel the pressure of more cost-conscious behavior.
As 2025 progresses, apparel’s bifurcation is likely to deepen, with off-price chains positioned to capture continued traffic gains from value-driven shoppers and even affluent consumers trading down. Luxury is likely to remain resilient among high-income households, but its reliance on a narrowing customer base may limit growth, leaving value-oriented retailers better positioned to capitalize on shifting consumer dynamics in the months ahead.
To see up-to-date retail traffic trends, visit our free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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.
Following COVID-era highs, domestic migration levels have begun to taper off – with the number of Americans moving within the U.S. hitting an all-time low, according to some sources, in 2023.
To be sure, some popular COVID-era destinations – including Idaho, the Carolinas, and Utah – saw their net domestic migration continue to rise, albeit at a slower pace. But other states which had been relocation hotspots between February 2020 and February 2023, such as Wyoming and Texas, experienced negative net migration between February 2023 and February 2024.
Analyzing CBSA-level migration data reveals differences and similarities between last year’s migration patterns and COVID-era trends.
Between February 2020 and February 2023, seven out of the ten CBSAs posting the largest population increases due to inbound domestic migration were located in Florida. But between February 2023 and February 2024, the top 10 CBSAs with the largest net migrated percent of the population were significantly more diverse. Only four out of the ten CBSAs were located in Florida, and several new metro areas – including Provo-Orem, UT, Kingsport-Bristol, TN-VA, and Boulder, CO – joined the list.
This white paper leverages a variety of location intelligence tools – including Placer.ai’s Migration Report, Niche Neighborhood Grades, and ACS Census Data location intelligence – to analyze two migration hotspots. Specifically, the report focuses on Daytona Beach, FL, which already appeared on the February 2020 to February 2023 list and has continued to see steady growth, and Boulder, CO, which has emerged as a new top destination. The data highlights the potential of CBSAs with unique value propositions to continue to attract newcomers despite ongoing housing headwinds.
The Boulder, CO CBSA has emerged as a domestic migration hotspot: The net influx of population between February 2023 and February 2024 (i.e. the total number of people that moved to Boulder from elsewhere in the U.S., minus those that left) constituted 3.1% of the CBSA’s February 2024 population.
The strong migration is partially due to the University of Colorado, Boulder’s growing popularity. But the metro area has also emerged as a flourishing tech hub, with Google, Apple, and Amazon all setting up shop in town, along with a wealth of smaller start ups.
Most domestic relocators tend to remain within state lines – so unsurprisingly, many of the recent newcomers to Boulder moved from other CBSAs in Colorado. But perhaps due to Boulder’s robust tech ecosystem, many of the new residents also came from Los Angeles, CA (6.6%) and San Francisco, CA (3.4%) – other CBSAs known for their thriving tech scenes.
At the same time, looking at the other CBSAs feeding migration to the area indicates that tech is likely not the only draw attracting people to Boulder: A significant share of relocators came from the CBSAs of Chicago, IL (6.1%), Dallas , TX (4.9%), and New York, NY (3.9%). The move from these relatively urbanized CBSAs to scenic Boulder indicates that some of the domestic migration to the area is likely driven by people looking for better access to nature or a general lifestyle change.
According to the U.S. News & World Report, Boulder ranked in second place in terms of U.S. cities with the best quality of life. Using Niche Neighborhood Grades to compare quality of life attributes in the Boulder CBSA and in the areas of origin dataset highlights some of the draw factors attracting newcomers to Boulder beyond the thriving tech scene.
The Boulder CBSA ranked higher than the metro areas of origin for “Public Schools,” “Health & Fitness,” “Fit for Families,” and “Access to Outdoor Activities.” These migration draw factors are likely helping Boulder attract more senior executives alongside younger tech workers – and can also explain why relocators from more urban metro areas may be choosing to make Boulder their home.
Boulder’s strong inbound migration numbers over the past year – likely driven by its flourishing tech scene and beautiful natural surroundings – reveal the growth potential of certain CBSAs regardless of wider housing market headwinds.
Florida experienced a population boom during the pandemic, and several CBSAs in the state – including the Deltona-Daytona Beach-Ormond Beach, FL CBSA – have continued to welcome domestic relocators in high numbers. The CBSA’s anchor city, Daytona Beach – known for its Bike Week and NASCAR’s Daytona 500 – has also seen positive net migration between February 2023 and February 2024.
Americans planning for retirement or retirees operating on a fixed income are likely particularly interested in optimizing their living expenses. And given Daytona’s relative affordability, it’s no surprise that the median age in the areas of origin feeding migration to Daytona Beach tends to be on the older side.
According to the 2021 Census ACS 5-Year Projection data, the median age in Daytona Beach was 39.0. Meanwhile, the weighted median age in the areas of migration origin was 42.6, indicating that those moving to Daytona Beach may be older than the current residents of the city.
Zooming into the migration data on a zip code level also highlights Daytona Beach’s appeal to older Americans: The zip code welcoming the highest rates of domestic migration was 32124, home to both Jimmy Buffet’s Latitude Margaritaville’s 55+ community and the LPGA International Golf Club, host of the LPGA Tour. The median age in this zip code is also older than in Daytona Beach as a whole, and the weighted age in the zip codes of origin was even higher – suggesting that older Americans and retirees may be driving much of the migration to the area.
Looking at the migration draw factors for Daytona Beach also suggests that the city is particularly appealing to retirees, with the city scoring an A grade for its “Fit for Retirees.” But the city of Daytona Beach is also an attractive destination for anyone looking to elevate their leisure time, with the city scoring higher than Daytona Beach’s cities of migration origin for “Weather,” “Access to Restaurants,” or “Access to Nightlife.”
Like Boulder, Daytona’s scenery – including its famous beaches – is likely attracting newcomers looking to spend more time outdoors and improve their work-life balance. And like Boulder and its tech scene, Daytona Beach also has an extra pull factor – its affordability and fit for older Americans – that is likely helping the area continue to attract new residents, even as domestic migration slows down nationwide.
Although the overall pace of domestic migration has slowed, analyzing location intelligence data reveals several migration hotspots amidst the overall cooldown. Boulder and Daytona Beach each have a set of unique draw factors that seem to attract different populations – and the success of these regions highlights the many paths to migration growth in 2024.
