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If you grew up in the 1980s or 1990s, the idea of a milkman was more folklore than lived experience. You saw it in cartoons or black-and-white sitcoms – a man in uniform carrying glass bottles to a doorstep. It felt like a relic of a bygone era. Surely it would never return.
Fast forward to today, and not only is milk back on the doorstep, but so is everything else in your refrigerator. Technology has made it seamless to order groceries, household essentials, and even ready-to-cook meals, delivered daily with a few taps on your phone. The milkman is back – he just drives an Instacart-branded Prius or an Amazon Fresh van.
This isn’t nostalgia. It’s a cycle. Technology often appears to propel us forward, but in reality, it bends us back to practices we once thought obsolete. The form changes, but the function remains strikingly familiar.
Take grocery delivery. In the 1950s, home delivery was a necessity – fewer households had multiple cars, and local dairies were tightly woven into community life. Today, we have more cars than ever, but also less time. Digital platforms fill that gap, mirroring the personal convenience of the past while scaling it through logistics and data.
Another example comes from the general store. In the 1820s, shopping meant telling an attendant what you wanted, who then gathered items from the back. It wasn’t until the early 1900s that “self-service” emerged, with baskets, aisles, and eventually barcodes.
We now find ourselves swinging back with Buy Online, Pick Up In-Store (BOPIS) and curbside services that mimic that early model: Customers order in advance, then pick up a neatly packed bag from the counter. The shopper no longer roams aisles – the retailer does it for them.
And this is borne out by data: Placer.ai data on Target, Walmart, and Kroger shows spikes in short-duration visits – customers spending less than 10 minutes inside. That is the digital general store in action: efficient, pre-bundled, and familiar in its service, though powered by algorithms instead of store clerks.
Urban planning, too, is entering a similar loop. America’s postwar suburbs were built for cars – seas of parking lots, wide arterials, and drive-through convenience. Yet when you walk in the old towns of Europe – San Sebastián, Florence, Prague – the scale is human, not automotive. Streets are narrow, plazas are alive, and walkability is the default.
Autonomous vehicles may bend us back toward that human-centric design. If fewer people need to own cars, or if vehicles can drop off passengers and then disappear into shared fleets, parking loses its primacy. The city grid can prioritize people again.
For retail, this shift is profound. Shopping centers that once maximized asphalt for parking may repurpose land for dining, green space, or entertainment. Placer.ai’s visitation metrics already show the power of “experience-first” environments: centers with strong dining and social elements draw visitors who stay longer and come more often.
Education is another domain where technology is looping us back. A century ago, one-room schoolhouses educated children ages 6 to 16 under a single teacher, with individualized pacing as much as possible. Then industrialized schooling standardized the process – grade levels, subject blocks, and centralized curricula.
Artificial Intelligence could return us to the one-room model, but at scale. A teacher might become less of a “lecturer” and more of a coach in learning. AI tutors can adapt to each child’s needs, while the teacher provides human guidance, empathy, and context. It’s both cutting-edge and old-fashioned: personal learning, locally grounded, supported by technology rather than limited by it.
Perhaps the most intriguing cycle will be around authenticity. Global commerce has delivered incredible convenience, but also a flattening of experience. Walk down a high street in London, São Paulo, or Bangkok, and you’ll find the same Starbucks, H&M, and McDonald’s.
Even shops that feel “local” often sell merchandise sourced from the same global factories. Authenticity has become scarce – and scarcity, as any economist will tell you, creates value.
Placer.ai’s data often highlights how unique, local experiences can outperform national chains. Look at the night markets in Asia, where a single fried chicken vendor with a 50-year tradition can attract lines that rival global QSR brands. Or U.S. examples like Franklin Barbecue in Austin, Joe’s Pizza in New York – or even entertainment-focused Casa Bonita in Lakewood, CO, where one location is enough to generate pilgrimage-level demand.
The lesson for retail landlords is clear: the future is not only about digital convenience but also about curating hyper-local authenticity. A shopping center that balances national anchors with unique regional tenants can capture both predictability and excitement.
Placer.ai location analytics underscore this trend. Centers with a strong mix of “only-here” brands often see stronger visitation and longer dwell times. Customers aren’t just coming for errands – they’re coming for identity and discovery.
Brands that cater to local tastes are also succeeding, driving loyalty and repeat visits. Barnes & Noble, for example, has made a remarkable comeback with a strategy focused on local curation and community connection, eschewing the cookie-cutter feel of many national chains. Store managers now have the freedom to shape selections around neighborhood interests from regional authors to niche genres – creating spaces that feel personal rather than programmed. In an age dominated by algorithms, this human touch has become a competitive advantage.
So, what does all this mean for the future of shopping centers? It means history is not linear. Technology doesn’t only push us forward; it often bends us back to models we once knew, reshaped to fit today’s context.
The milkman is now a grocery delivery app. The general store clerk is now BOPIS. The European plaza is reborn through autonomous vehicles. The one-room schoolhouse reappears through AI tutors. And authenticity – once assumed, now rare – is becoming the most valuable commodity in commerce.
As landlords and investors, the opportunity is to recognize these patterns early. Instead of asking, “What’s new?” we might ask, “What’s old that technology will make new again?”
Where are people choosing speed over browsing? Where are they trading scale for authenticity? Where are they staying longer because the environment is built for people, not cars?
These are not just data points. They are clues to the future – a future that looks surprisingly familiar.
For more data-driven retail insights, follow 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.
Grocery stores aren’t usually top of mind when it comes to holiday retail. But as families prepare for their annual feasts, supermarkets gear up for their busiest stretch of the year – a season marked by crowded aisles, overflowing carts, and soaring sales.
How do grocery stores and other food-at-home purveyors, from superstores to dollar stores, experience the holidays? Is “Turkey Wednesday” – the day before Thanksgiving – the only key milestone that matters, or are there other moments that drive performance? And which segments and brands stand to benefit most this season?
Thanksgiving is about gratitude and family – but it’s also about good food. And as families prepare their feasts, grocery stores nationwide buzz with activity.
During Turkey Wednesday last year, grocery store visits soared 74.5% above the daily average, making it the busiest day of the past 12 months for the category – followed by December 23rd and Christmas Eve. Other food-at-home retailers, such as dollar stores and superstores, also experienced elevated traffic before Thanksgiving, but their largest surges came in the lead-up to Christmas, as shoppers stocked up on gifts, decorations, and non-food essentials alongside their groceries.
The contrast underscores how deeply Thanksgiving belongs to grocery retail. When the meal itself is the main event, consumers prioritize fresh ingredients, pantry staples, and those all-important last-minute items – areas where supermarkets lead the charge. But the data also shows there’s plenty of room for multiple formats to shine during the season, with each experiencing its own distinct holiday peak.
Within the grocery industry, Black Friday and December 23rd stand out as the two busiest shopping days of the year across segments, though the intensity of the surges varies.
Traditional supermarkets – think Kroger, Safeway, and H-E-B – dominate the pre-thanksgiving rush, as shoppers on the hunt for holiday-specific items gravitate towards their broader assortments. In 2024, visits to this segment jumped 77.9% above a 12-month daily average on Turkey Wednesday, with a smaller uptick on the day before Christmas Eve. Value grocers followed a similar trajectory, though with more modest boosts.
Meanwhile, specialty and fresh-format grocers reached their traffic peak on December 23rd, reflecting their focus on premium, seasonal, and gift-oriented products that align more with December entertaining and gifting than with Thanksgiving meal prep.
Still, within grocery segments there remains significant variation between brands. ShopRite saw one of the biggest Turkey Wednesday spikes last year, with visits nearly doubling compared to the daily average. Kroger and Food Lion also outperformed the traditional grocery average.
Meijer, by contrast, followed a different rhythm. As a supercenter hybrid that straddles grocery and general merchandise, its biggest surge came not before Thanksgiving but in the days before Christmas, mirroring broader patterns for stores that serve “everything under one roof” missions.
Trader Joe’s also peaked closer to Christmas, though its busiest day of the past year was May 10th 2025, when the chain’s seasonal line-up of flowers, sweets, and small gift items helped drive an 82.1% jump in visits ahead of Mother’s Day. The pattern reflects Trader Joe’s focus on curated staples and seasonal specialties rather than the wide selections typical of larger supermarkets.
As Thanksgiving approaches, traditional grocers once again look poised to dominate Turkey Wednesday, while value, specialty, superstore, and dollar store formats each find their own seasonal spotlights. How will shopping patterns play out across these segments this year?
Follow Placer.ai/anchor to find out.
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After a relatively subdued summer performance, malls rebounded sharply in October 2025, with foot traffic to indoor malls, open-air shopping centers, and outlet malls rising significantly both year over year (YoY) and month over month (MoM). What does this mean for the upcoming holiday season? Read on to find out.
All mall formats saw clear YoY visit gains in October 2025, potentially signaling renewed consumer enthusiasm heading into the holiday season. And although indoor malls led the growth – continuing their strong performance throughout 2025 – open-air shopping centers and outlet malls also returned to positive territory after four consecutive months of declines, underscoring the breadth and strength of the October recovery.
The MoM data underscores the scale of this recovery. In October 2025, visits rose sharply compared to September 2025 – up 6.1% for Indoor Malls, 5.5% for Open-Air Shopping Centers, and 7.9% for Outlet Malls. In comparison, October 2024 saw only slight MoM increases of 0.5%, 2.1%, and 1.4%, respectively, compared to September 2024.
While the YoY data shows steady improvement in overall mall traffic, this month-over-month jump reveals a meaningful change in consumer behavior. Rather than waiting for November’s traditional start to the holiday season, shoppers appear to be hitting stores earlier and in greater numbers, making October a much more significant month for retail activity than it was last year.
The standout performance of outlet malls in particular reinforces consumer interest in value and discounts. As households remain price-sensitive, outlet centers continue to benefit from their combination of recognizable brands and lower price points.
October’s surge suggests that the 2025 holiday shopping season may be starting earlier and spreading out more evenly than in previous years. Recent research shows that many U.S. consumers plan to start their holiday shopping sooner, driven by concerns over rising prices and a desire for better product selection. Retailers are responding with expanded October promotions that pull forward demand.
At the same time, shoppers remain highly value-driven, with most saying inflation has made them more price-conscious. That dynamic likely helped fuel outlet malls’ nearly 8% MoM increase, as consumers sought recognizable brands at lower prices.
Together, these trends suggest that consumers are approaching the 2025 holiday season with more intention – shopping earlier, seeking value, and spreading spending over a longer period. For malls, that could mean a steadier flow of visits throughout Q4, rather than the sharp peaks of prior years.
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.
Each year, Starbucks drives excitement with its seasonal launches – from PSL Day, marking the return of the popular Pumpkin Spice Latte, to Red Cup Day in November, when customers can snag a free reusable cup with any beverage purchase.
But this year, Starbucks kicked off the holiday season with an even bigger event – the launch of a $29.95 bear-shaped glass that broke the internet and sent fans into a frenzy. How did the Bearista craze impact Starbucks visitation trends – and what can we learn from its standout success?
On November 6th, the day of the Bearista launch, visits to Starbucks jumped 37.8% above the last 12 months' daily average, outpacing even the brand’s successful August PSL debut. (The Friday following the PSL launch drove a 23.1% spike in visits compared to the daily visit average over the last 12 months.) Even after the initial rush, traffic remained elevated for several days as fans hunted for remaining inventory and social media buzzed with stories of sellouts. The buzz wasn’t just big; it was lasting.
And despite its hefty price tag, the Bearista Cup drop drove a traffic boost similar to last year’s Red Cup Day boost, when the promise of a free cup drove a 40.7% surge in visits compared to an average Thursday. While the Bearista spike was slightly smaller, its momentum endured for days as excitement – and anxiety over scarcity – continued to build.
People lining up to pay $30 for a bear-shaped glass – albeit a super cute one – wasn’t on anyone’s bingo card this year. So what can we learn from the event’s smashing success?
For one thing, even in an era of trading down, consumers are still willing to splurge on items that feel special – especially those that offer a sense of belonging to a cultural moment. Value matters, but it isn’t everything.
For another, not everything needs to be free or deeply discounted to draw major crowds. The Bearista proved that creativity and emotion can rival even the most generous giveaways.
And finally, scarcity (still) sells. The hype was so intense that fights broke out at some stores and eBay resales topped $1,000 – prompting Starbucks to apologize to disappointed fans and promise more holiday merch on the way.
With Red Cup Day just around the corner, will the Bearista momentum help drive an even bigger visit spike this year?
Follow Placer.ai/anchor to find out.
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 the 2025 holiday season approaches, several retail categories are showing surprising resilience – from luxury home goods to consumer electronics and grocery. Despite a challenging economic backdrop, a few standout brands are not only holding steady but gaining meaningful traction through smart expansion, effective online-offline integration, and compelling value offerings.
Framebridge, Best Buy, and ALDI each represent a distinct facet of the retail landscape, but they have one thing in common: strong visitation trends heading into the year’s most critical shopping period.
Framebridge has emerged as one of 2025’s standout retail success stories. Over the past 12 months, visits to the brand have climbed 108.8% year over year (YoY) as it rapidly expanded its footprint and deepened its connection with customers.
This momentum stems from Framebridge’s ability to deliver an in-store experience that online competitors simply can’t replicate. Shoppers are invited to see and feel materials firsthand, while design experts offer personalized guidance and creative inspiration to craft meaningful, high-quality pieces. The result is a shopping experience that feels personal, tactile, and memorable – transforming framing from a routine purchase into something experiential and human.
In 2025, Framebridge brought this approach to new audiences with its first stores in California, marking its West Coast debut. And as the chain has expanded, its customer base has grown more affluent: the median household income in Framebridge’s captured market rose from $127.7K in early 2024 to $141.8K by mid-2025, while average household size also increased. Together, these shifts reflect rising resonance among higher-income, family-oriented consumers who value personalization, design, and craftsmanship – leaving the brand well positioned for a strong season of meaningful gift giving.
Not long ago, many analysts were skeptical about Best Buy’s prospects. The electronics retailer was viewed as vulnerable in a tightening consumer environment, with lingering doubts about its ability to stay relevant amid e-commerce dominance and fast-changing tech trends. But recent data suggests that Best Buy is regaining momentum – and that its strategy to blend digital convenience with in-store expertise is beginning to deliver results.
Between November 2024 and October 2025, foot traffic to Best Buy declined just 1.7% YoY, an impressive result given ongoing store closures and the continued expansion of its online business. At the same time, a steady rise in short in-store visits highlights the success of Best Buy’s online-to-offline integration. And though tariff uncertainty continues to loom, Best Buy’s balanced approach leaves it poised to enjoy a successful Q4 – traditionally Best Buy’s strongest period of the year.
In the grocery sector, few brands are gaining momentum like ALDI – the no-frills discount grocer that continues to attract shoppers with its focus on simplicity, savings, and quality. Over the past several years, ALDI has sustained consistent visit growth while expanding its store network. And during the same period, the brand’s share of total industry visits has risen from 4.3% in 2022 to 5.7% in 2025 to date, underscoring its growing influence as a leading value-driven grocery chain.
As “Turkey Wednesday” and the pre-Christmas grocery rush approach, ALDI appears set to capture an even greater share of holiday traffic. With strong visitation trends, expanding market reach, and a clear value proposition, the retailer stands out as one of 2025’s most resilient performers.
Framebridge, Best Buy, and ALDI demonstrate that experience, convenience, and value remain key drivers of retail performance. By focusing on what draws shoppers into stores, these brands are paving the way for a robust holiday season.
For the most up-to-date retail 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.
After decades as America’s quintessential diner, Denny’s is entering a new era under the ownership of TriArtisan Capital Advisors, Treville Capital, and Yadav Enterprises. The move to take the company private comes at a time when the brand faces headwinds from store closures and evolving consumer habits – but also holds opportunities to reenergize its position in the family dining space.
We dove into the data to see where Denny’s stands today and what might be next for this legacy chain.
Visits to Denny’s fell 6.2% year over year (YoY) between November 2024 and October 2025, following a smaller 1.7% decline the prior year. This downturn partly reflects store closures, as Denny’s has been shuttering underperforming locations over the past two years to reposition the brand for sustainable growth.
The decline also reflects heightened competition from upscale breakfast chains such as First Watch – a challenge shared by peers like IHOP and Waffle House. Against this backdrop, Denny’s ability to limit traffic losses to single digits highlights its underlying brand resilience. And together with traffic gains at Keke’s Breakfast Café – the fast-growing concept Denny’s acquired in 2022 – this resilience provides a strong foundation for Denny’s and its new ownership group to reinvigorate the company’s success.
Visitor loyalty at Denny’s remains another bright spot. Between November 2024 and October 2025, roughly one in six Denny’s visitors returned within the same month, giving it a 17.3% average monthly loyal visitor share – the second highest among major breakfast chains after Waffle House (24.0%). This depth of loyalty shows that even with fewer restaurants, Denny’s retains a solid base of habitual diners who see it as their go-to comfort food spot. That connection also gives Denny’s – and other traditional diner concepts – a meaningful point of differentiation from more upscale competitors as the brand’s new ownership works to reenergize its business.
The data tells a clear story: Denny’s is in transition, not decline. Its loyal customer base provides stability, and its ability to limit traffic losses amid strategic rightsizing underscores real resilience. Now, as a privately held company, Denny’s has the flexibility to plan for the long term, positioning itself to evolve thoughtfully and make a comeback, one Grand Slam at a time.
For more data-driven dining analyses check out Placer.ai’s free industry trends tool.
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.
