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Dave’s Hot Chicken and Dutch Bros represent two stages of competitive maturity in the dining industry. Dave’s, the rookie powerhouse, is still in its breakout phase – driven by speed, excitement, and growth at any cost. Dutch Bros, on the other hand, is the seasoned veteran entering a more disciplined period of its career, focused on refinement, endurance, and strategic precision.
A snapshot of nationwide foot traffic data clearly shows the difference between the two brands. Between January and October 2025, Dave’s Hot Chicken recorded a remarkable 59.3% increase in total visits, driven by an aggressive pace of new openings. And the average number of visits to each individual store also rose 4.8%, signaling robust and growing demand.
Dutch Bros, meanwhile, experienced a more measured 13.1% growth in total visits, with visits per location holding steady at 0.2%. This stability suggests that while new units continue to perform, many established markets are reaching maturity – a hallmark of a seasoned brand transitioning from rapid expansion to optimization.
The contrast between the two brands becomes even more striking when analyzing major markets. While Dutch Bros’ visit growth reflects slower gains tied to market maturity, Dave’s is posting explosive per-location surges in major DMAs like Chicago (+18.4%), Orlando (+15.5%), and Houston (+15.0%). It’s the classic rookie hot streak – fast, fearless, and full of momentum.
Dutch Bros is now a massive operation with 1,080 locations in 24 states as of September 2025. Though much of the company's early growth was achieved through a franchise system, Dutch Bros stopped selling franchises to operators who didn’t grow up in the company in 2008 – and stopped franchising completely in 2017 to maintain consistency and preserve its distinctive brand and culture.
Today, only about 30% of Dutch Bros locations are franchise-operated. And as illustrated by the map below, while new stores are fueling growth, older markets – particularly in the Pacific Northwest – are reaching maturity. Dutch Bros is no longer just sprinting to open new stores; it’s managing endurance and refining its playbook – optimizing store placement, leveraging data analytics, and deepening engagement through its digital rewards program. This maturity mirrors what Starbucks went through two decades ago: fewer easy wins, but a much higher floor for long-term performance.
Then there’s Dave’s Hot Chicken – fast, fearless, and still in its hyper-growth phase. From a parking-lot pop-up in 2017 to around 300 locations today, Dave’s is scaling at a speed rarely seen in food service.
Like Dutch Bros in its early days, Dave’s still embraces a franchise-first approach. Backed by Roark Capital and celebrity investors including Drake, the brand is leveraging multi-unit operators to plant flags nationwide and abroad. The company aims to open 150 new locations a year and recently signed an 180-unit European deal with Azzurri Group – proof that the rookie’s winning streak is turning into a global phenomenon.
And the map below highlights how Dave’s Hot Chicken is playing offense with no signs of slowing down. The brand’s franchise-first model allows for rapid scaling with lower capital risk, while Roark Capital’s involvement brings big-league operational infrastructure. But like any breakout player, the challenge will be endurance – ensuring franchisees maintain consistency and profitability as the system races toward 1,000+ units.
For operators and investors, the Dutch Bros/Dave’s contrast is a roadmap to growth sequencing. Early-stage brands can learn from Dave’s: Invest in buzz, speed, and market saturation while consumer curiosity is high. Maturing chains, on the other hand, can look to Dutch Bros as proof that disciplined growth, data-led decisions, and cultural integrity are what sustain relevance once expansion slows.
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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.
How is lululemon performing in a challenging retail environment, and what does Black Friday data suggest about the holiday shopping season already under way? We dove into the data to find out.
Visits to lululemon were up 4.2% year over year (YoY) in Q3 2025 – a promising sign ahead of the holidays. And though monthly same-store visits trended slightly negative YoY, same-store traffic grew in October – a positive sign ahead of a critical holiday season.
Looking back at previous holiday seasons provides further room for optimism for lululemon. The retailer reliably sees late-year traffic spikes – on Black Friday and especially at the end of December, when its End-of-Year sale and Boxing Day discounts pull in last-minute and bargain-seeking shoppers.
Black Friday 2025 data shows that luluemon is already off to a strong start, with visits surpassing even last year's strong performance – the chain experienced a 350.8% increase in visits compared to its January to September 2025 daily visit average.
Looking ahead, this early momentum positions lululemon to reclaim share during what many retailers expect to be a tighter holiday season. Given macroeconomic headwinds and shifting consumer sentiment, early wins like this may be critical – strong traffic now could translate into outsized holiday-season revenue, reinforce customer loyalty, and help offset any softening in post-Black-Friday demand.
Lululemon is driving increased foot traffic despite visit softness earlier in the year and persistent consumer headwinds. With the all-important holiday season fast-approaching, will the chain continue to drive visit growth?
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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.
Prior to Black Friday, mall visits across the three formats (indoor malls, open-air shopping centers, and outlet malls) were running comfortably ahead of 2024 levels. But during the week of Black Friday 2025, visits to indoor malls and open-air centers flattened or even dropped year over year – suggesting that many shoppers had moved their trips to earlier in November, when mall retailers had begun rolling out early Black Friday promotions.
A closer look at daily traffic across the Black Friday weekend reveals how this shift played out. Friday performed well across all formats, with indoor mall visits rising 3.1% year over year, open-air centers up 1.7%, and outlet malls essentially flat but still slightly positive. But Saturday and Sunday traffic declined YoY, weighing down on Friday's gains and pulling the whole week into negative YoY territory.
So Friday retained its status as the high-impact day, but the rest of the weekend showed signs of promotional fatigue – or simply that shoppers had already taken advantage of the deals they wanted.
If visit counts capture one dimension of consumer behavior, dwell time reveals another. The share of visits lasting more than an hour declined across all mall formats relative to last year, indicating a more mission-driven shopper – someone who arrives with a plan, moves efficiently, and heads on to the next task. The trend may also hint at a strategic shift: some consumers may have used earlier November visits to scout specific items or sizes, allowing them to streamline their Black Friday trips and focus on securing the best deals both inside and outside the mall.
Most importantly, a broader look at year-over-year monthly visits shows that the early surge in November traffic more than offset the softness during Black Friday week, ultimately providing November 2025 with an overall YoY traffic boost. This pattern suggests that the holiday season’s momentum is becoming less dependent on a single weekend and increasingly shaped by how effectively retailers engage shoppers throughout the month – and the longer holiday season as a whole.
Black Friday mall data suggests that consumers are still engaging deeply with physical retail, yet the cadence of that engagement is evolving. They are starting earlier, concentrating their in-person activity in shorter bursts, and reserving their longest visits for fewer occasions. For retailers, this dynamic underscores the importance of capturing Friday’s surge, aligning promotions with earlier November interest, and offering experiences compelling enough to draw shoppers back later in the weekend. For landlords, the data highlights opportunities to support purposeful shopping with frictionless navigation, efficient operations, and programming that encourages dwell at moments when the natural impulse may be to move quickly.
As December data comes into view – from Super Saturday to the final week before Christmas – the key question will be whether these patterns continue or whether late-season urgency reshapes the curve once again. For now, the early read is clear: shoppers are showing up, but on their own terms, and malls that adapt to this more intentional consumer are positioned to capture the strongest returns.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
Black Friday 2025 offered an early look at how consumers are approaching a holiday season defined by tighter budgets and more deliberate spending. Foot traffic trends across regions and retail categories show that while the traditional Black Friday playbook still generates major surges for core retail segments, value-oriented formats and convenient, low-cost treats are playing a larger role in shaping how and where shoppers decide to spend. The data points to a consumer who is highly selective: willing to pursue standout deals, but just as focused on stretching their dollars and fitting purchases into packed holiday routines.
The map below shows retail visits on Black Friday (November 28, 2025) compared to each DMA’s year-to-date daily average. Purple areas indicate DMAs where Black Friday traffic rose more than the national average increase of 53.0%, while yellow areas represent markets where the surge fell below that benchmark.
Once again, the Midwest led the country in in-person Black Friday activity, far outpacing major coastal metros. The region’s strong turnout reflects how sharply Midwestern shoppers respond to clear, compelling value. For retailers and dining brands hoping to grow their footprint in the region, the takeaway is straightforward: transparent pricing, well-structured promotions, and messaging that reinforces everyday value can go a long way in capturing visits.
Several value-focused categories – thrift stores, wholesale clubs, off-price retailers, and discount & dollar stores – posted year-over-year (YoY) visit gains, even though their increases relative to typical daily traffic were relatively modest. This YoY growth on a day defined by aggressive discount-hunting suggests that these formats are becoming meaningful Black Friday destinations – and could indicate that more consumers are motivated by the final price they pay rather than the size of the advertised markdown.
Still, the data also makes clear that traditional Black Friday winners can draw crowds. Mid-tier department stores, beauty, sporting goods, and electronics all saw outsized visit spikes relative to their YTD averages, with department stores more than doubling typical weekend traffic.
Together, the data paints a picture of a holiday season defined by careful tradeoffs: Even amid macroeconomic pressure, mid-tier retailers can still draw high-intent shoppers – especially if offering the right discount. At the same time, value-focused formats are gaining traction among consumers watching their budgets more closely.
Consumers’ in-store behavior over Black Friday also reflected a strong focus on value. The share of longer visits (30+ minutes) increased across all four Black Friday mainstays – mid-tier department stores, beauty & self care, sporting goods, and electronics – reflecting a consumer base willing to invest more time to secure the right deal. Many shoppers likely used in-store browsing as a strategy to compare options, verify value, and assemble baskets made up of multiple smaller-ticket items rather than focusing their spend on a single high-priced purchase. The uptick in extended visits suggests that Black Friday is becoming as much about maximizing savings as it is about fulfilling gift lists – an approach aligned with shoppers’ heightened price sensitivity and the growing emphasis on strategic, mission-driven store trips.
Overall, the rise in longer visits also underscores that value – not just discounts – shaped the in-store experience this year, prompting consumers to slow down, evaluate options, and leave with fuller baskets.
Coffee chains were one of Black Friday’s most unexpected standouts, with visits to drive-thru forward formats in particular (Dutch Bros, 7 Brew Coffee, and Scooter's Coffee) surging 47.5% to 52.6% higher than their YTD daily average. These spikes show how strongly convenient, low-ticket beverages resonate on a day otherwise dominated by big purchases and aggressive deal-hunting.
The Black Friday visit boosts also reveal that, even as budgets tighten, consumers continue to make space for small, affordable indulgences – especially those that fit naturally into a day of errands and shopping. For coffee chains, this underscores the value of speed, seamless access, and timely seasonal offerings. For retailers, it highlights the role food-and-beverage stops play in the broader holiday journey, creating opportunities for cross-promotion and helping stabilize traffic around peak shopping windows.
As the holiday season continues, the trends emerging from Black Friday suggest retailers should prepare for a consumer defined by cautious but purposeful spending. Regions that respond most strongly to value, categories anchored in everyday affordability, and concepts that offer convenience and small indulgences all appear well positioned to capture incremental holiday visits. Retailers that adapt with localized value messaging, balanced promotional strategies, and partnerships or offerings that align with shoppers’ broader journeys stand to benefit as consumers prioritize both savings and ease.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
Home-cooked meals may anchor the holidays, yet dining out remains a key part of the seasonal rhythm. Examining how visits trended last year helps illuminate which segments could gain the most traction this December and where holiday dining demand may concentrate.
While the holiday season is a major period for retail, some dining segments also experience a notable lift. Visits to the coffee category outperformed their 2024 weekly average in November, likely boosted by the appeal of leading chains' holiday menu and the popularity of Starbucks' Red Cup Day. The category saw another surge the week before Christmas, as shoppers sought out caffeine to power through last-minute errands.
Full-service restaurants tend to see visitation build towards the end of the holiday season – visits were 7.1% higher than average the week of December 16th, 2024, and remained elevated during the week of Christmas, even as other dining categories experienced slight dips. This likely reflects the shift from workday and errand-driven routines to family gatherings, out-of-town guests, and special-occasion meals. Meanwhile, categories like QSR, fast casual, and coffee tend to soften as commuting, shopping, and other everyday behaviors pause for the holiday.
Meanwhile, fast-casual and quick-service segments trended lower during holidays than they did during the rest of the year – though the week before Christmas bucked the trend, likely lifted by shoppers stopping for quick meals amid last-minute errands.
Within full-service dining, upscale and fine-dining concepts were the clear standouts of the season. The segment saw steady gains throughout December, culminating in a 33.7% jump the week of December 16th and remaining elevated into Christmas week – a pattern likely supported by companies and large groups booking higher-end restaurants for end-of-year celebrations.
Breakfast-first chains, by contrast, showed softer performance for most of the period and only saw meaningful lifts during family-focused holiday weeks, when out-of-town visitors and holiday traditions drove more morning and brunch outings.
Casual dining and eatertainment concepts also experienced holiday-related bumps, but in distinct ways. Casual dining saw a brief boost the week of November 11th, likely tied to Veterans Day promotions, and then a more meaningful lift the week before Christmas as consumers grabbed convenient meals while running last-minute errands. Eatertainment venues, on the other hand, peaked during Christmas week, benefiting from families seeking activity-based outings once holiday gatherings were underway. While neither category matched the sustained strength of upscale dining, each captured demand consistent with the role they play in the holiday dining cycle.
Looking ahead to this year’s holiday season, the year-over-year dining patterns point to a dining landscape led once again by upscale and fine dining. This segment is the only one showing consistent momentum heading into November, with steady gains that suggest another strong December for premium full-service concepts.
The rest of the full-service category is entering the season on more uneven footing. Breakfast-first chains, eatertainment venues, and casual dining brands are all tracking close to or below last year’s levels, with several weeks of declines and only brief periods of improvement. While the weeks of November 10th and 17th offer early signs of stabilization for some segments, the broader picture remains mixed.
Still, holiday dining behaviors typically shift sharply as Thanksgiving, Christmas travel, and family gatherings come into focus. If past patterns hold, all four segments may see meaningful late-season lifts – but upscale dining is the category best positioned to outperform as the holidays accelerate.
Upscale and fine dining, coffee, and breakfast-first chains demonstrated clear seasonal lifts last year. As December approaches, will these patterns re-emerge, or will consumer caution lead to wider pull-backs among the dining segment?
For the most up-to-date dining 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.
Thanksgiving brought a healthy rise in movie theater traffic while still trailing 2024’s exceptional highs. The gap points to a growing reality in the theatrical space: In 2025, audiences show up strongest when franchises – and preferably, multiple franchises at once – lead the way.
Thanksgiving reliably drives a surge in theater visits, as families seek shared holiday activities and studios lean into the demand by releasing family-friendly blockbusters. This year was no different, when the release of Wicked: For Good on November 21st and Zootopia 2 on November 26th – both installments in well-established franchises – helped fuel a holiday bump. Movie theater visits climbed 218% higher than the YTD average for a typical Wednesday on the Wednesday before Thanksgiving, while Black Friday traffic rose 103.2% above the average Friday so far in 2025.
Still, movie theater traffic fell significantly short of 2024 levels, dropping 27.9% on the Wednesday before Thanksgiving and 31.7% on Black Friday. These gaps underscore just how extraordinary last year’s slate was, when Wicked and Gladiator II opened the Friday before Thanksgiving, followed by Moana 2 the next Wednesday. These franchise titles – and, in the case of Wicked, a film backed by a major existing IP – produced unusually large attendance spikes throughout the 2024 holiday window.
Analyzing year-to-date traffic patterns at movie theaters reinforces just how dependent theaters have become on major franchise installments. Throughout 2025, nearly every pronounced traffic peak aligns with a franchise launch – from Captain America: Brave New World on Valentine’s Day to Minecraft in April, Jurassic World: Rebirth and Superman in July, and The Conjuring: Last Rites in September.
These weekends routinely spiked movie traffic over the release weekend – and the strongest releases produced multi-week periods of elevated visitation. As shown in the chart below, titles like Minecraft, Jurassic World, and the latest Mission: Impossible kept both weekday and weekend traffic meaningfully higher for two to four weeks – often until the next major blockbuster arrived.
The data suggests that moviegoing has shifted from a routine outing to an event-driven decision. Audiences aren’t heading to theaters just for the experience anymore – they go when a specific film feels worth the trip, typically a sequel or another piece of well-known IP. As a result, theaters no longer see steady week-to-week demand, though blockbusters can still drive weeks of elevated traffic.
As the holiday season continues, theaters have an opportunity to extend the strong, IP-driven momentum that has shaped 2025 so far. December brings a lineup of major sequels and family-friendly releases – including Avatar: Fire and Ash and The SpongeBob Movie: Search for SquarePants, both arriving the Friday before Christmas. These titles are poised to draw large holiday audiences and, if recent patterns hold, generate multi-week lifts that support not only theaters but the broader mix of surrounding businesses.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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.
