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The arts and crafts sector is undergoing a major shakeup. Party City shuttered all corporate-owned stores early in the year after filing for bankruptcy, and by May, JOANN had closed its doors as well. But what could have been a moment of contraction for the largely discretionary category has instead accelerated growth for its strongest players. The industry is consolidating around two leaders – Hobby Lobby and Michaels.
What explains the continued strength of these two banners? And how are they positioning themselves to capture share in a reshaped retail landscape? We dove into the data to find out.
Despite its discretionary nature, crafting is flourishing in 2025. Screen-fatigued consumers are embracing hands-on, mindful projects like knitting, embroidery, and DIY décor as creative outlets and stress relievers. At the same time, crafting serves a practical role, producing inexpensive gifts and home decorations that help households stretch budgets while delivering creative satisfaction.
And Hobby Lobby and Michaels are making the most of this opportunity. Since April 2025, both chains have posted consistent year-over-year (YoY) visit growth, expanding their footprints while also driving more visits to existing locations. And with JOANN and Party City out of the picture, both retailers appear poised to capture displaced demand and further cement their leadership.
Each retailer is following a different path to success.
Michaels has leaned aggressively into the category's realignment. The company acquired JOANN's intellectual property and private-label brands to broaden its assortment and has moved quickly into Party City's vacated territory with an expanded lineup of balloons and party goods. Michaels is also doubling down on in-store experiences like birthday parties and leaning even more heavily into seasonal products – including for Halloween, Party City’s traditional stronghold.
This latter move could prove especially powerful during the upcoming spooky season. Halloween was historically Party City’s busiest period of the year, with October 2024 visits surging nearly 95% above the chain’s monthly average. With Party City gone – and Michaels already rolling out its “Summerween” offerings – the retailer looks well-positioned to capture some of that seasonal momentum and emerge as one of Halloween’s new retail destinations.
Hobby Lobby, by contrast, has stuck to its proven strategy of steadily expanding a nationwide fleet of large-format stores with broad, affordable selections. And this approach continues to pay dividends.
Though Hobby Lobby doesn’t really do Halloween, it carries plenty of seasonal decorations – which have traditionally driven substantial holiday visit boosts from November (see graph above). Hobby Lobby’s immersive environment also encourages extended browsing sessions, leading to longer visits. Between May and July of this year, shoppers averaged 31.4 minutes per trip to Hobby Lobby compared to 25.5 minutes at Michaels. The chain also leads in loyalty: Over the same period, 21.5% to 23.3% of visitors shopped at Hobby Lobby at least twice per month, a significant increase from last year.
Far from being sidelined as a discretionary indulgence, crafting has become an outlet for creativity, mindfulness, and affordability – and the shakeout of weaker players has only sharpened the advantage of category leaders. With Michaels pushing boundaries through innovation and seasonal dominance, and Hobby Lobby deepening loyalty through scale and consistency, both banners are positioned to ride the craft retail wave well into the future.
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 Rock Coffee Bar ended its NASDAQ debut in September 2025 at a market valuation of $1.32 billion – a remarkable showing for the relatively young coffee chain.
We took a closer look at the data to see what sets Black Rock apart from its competitors – and what might be fueling its remarkable valuation and early surge in share price.
Black Rock Coffee Bar, which was founded in Oregon and is currently based in Arizona, has been on an impressive growth trajectory– between 2020 and 2025, the chain doubled its unit count, and the company is now targeting 1,000 locations by 2035.
Fueled by its aggressive expansion, Black Rock’s traffic has surged since 2019, with Q2 2025 visits up 226.5% compared to Q3 2019. These trends echo the trajectory of Dutch Bros – another rapidly growing coffee chain founded in Oregon – whose growth path since 2019 closely mirrors Black Rock’s, as shown in the graph below.
Despite their shared origins and similar growth trajectories, the two chains draw distinct audiences. Dutch Bros tends to attract visitors from less affluent neighborhoods, both nationally and within Oregon – due in large part to its typically younger audience – whereas Black Rock Coffee’s customer base skews more affluent than the median in both contexts.
This contrast suggests that the coffee space has ample room for two Oregon-founded chains to scale quickly, as each taps into a distinct segment of the market with complementary growth potential. Dutch Bros can lean into accessibility and mass-market appeal, while Black Rock is positioned to build loyalty with higher-income consumers, potentially supporting premium offerings, differentiated experiences, and stronger long-term margins.
Focusing on recent months shows that – although Black Rock Coffee is maintaining overall positive visit growth – average visits per location have slipped slightly, as seen in the chart below. What does this mean for Black Rock Coffee's future?
Overall traffic is still climbing and new stores are expanding the brand's customer base, so the slowdown appears to be a short-term adjustment rather than a hard ceiling. But the dip in visits per venue may indicate that the chain is beginning to saturate its traditional western and southern markets – signaling that further growth may depend on expansion into new states and DMAs.
Black Rock Coffee's growth is reminiscent of that of Dutch Bros, and demographic differences between their audiences create room for both chains to continue expanding – though Black Rock's softer per-location trends bear watching as it expands. Still, the chain’s affluent customer base provides resilience and supports long-term growth, helping explain Black Rock Coffee's premium valuation and early market enthusiasm.
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.
East and South Asian grocery chains continue to perform well, with YoY visits outperforming the broader grocery segment in most cases, as seen in the chart below.
One factor behind the success of specialty grocery chains is their ability to serve as true destinations rather than just another place to pick up groceries, as visitor behavior data suggests that these grocers engage their visitors more deeply than traditional grocery chains.
Shoppers spend more time in these specialty grocery stores (27 to 41 minutes per visit on average compared to 23 minutes at traditional supermarkets). Consumers are also more likely to visit on weekends – the grocery category as a whole receives less than 33% of its visits on weekends, compared to H Mart, 99 Ranch Market, Mitsuwa Marketplace, and Patel Brothers where 39.3% to 42.4% of visits take place over the weekend. Together, these patterns reinforce the positioning of East and South Asian grocers as experiential, destination-driven retailers rather than routine errand stops.
Looking ahead, some chains are working on opening more stores, with H Mart slated to open four new locations in Florida, Texas, and California, while 99 Ranch just opened its first New York City location. These expansions signal continued momentum in both established and new markets.
The success of Southeast and East Asian grocers may highlight a broader consumer shift: shopping trips that feel purposeful, engaging, and even entertaining are increasingly valued in an age where routine purchases can be easily fulfilled online. Traditional grocers looking to tap into this trend may need to rethink their formats, merchandising, and in-store experiences, potentially leaning more into specialty assortments, foodservice options, or community programming. More broadly, for retailers of all types, the success of Asian grocers illustrates the growing importance of creating destination-driven experiences that transform shopping into an outing rather than a chore. Retailers who cultivate environments that invite discovery, linger time, and weekend traffic may find themselves better positioned to capture both customer loyalty and discretionary spending.
For the latest up-to-date grocery trends, check out our free tools.
Costco (COST) has maintained an impressive growth streak since the pandemic, with visits up year-over-year (YoY) every quarter since Q2 2021, as shown in the chart below.
Importantly, although the retailer has expanded significantly during this time, this growth has not been fueled by expansion alone: Same-store visits have also consistently increased during this period – indicating that the retailer is driving more traffic to existing stores and quickly building strong member bases at its new warehouses.
The latest data suggests that Costco has no plans of slowing down. Overall visits continued to grow in 2025 while same-store visits increased or held steady. And even as brick-and-mortar retail traffic softened over the summer, Costco bucked the trend: August 2025 traffic to Costco grew 5.5% YoY while same-store visits rose 4.0% – likely boosted by back-to-school demand.
In-store consumer behavior also highlights Costco's consumer appeal. Visitors to the chain spend considerably more time per visit than visitors to other superstores or grocery chains. This longer dwell time not only increases the likelihood of larger basket sizes, but also highlights the effectiveness of Costco’s curated merchandising strategy that offers consumers an engaging experience while encouraging cross-category shopping.
Macro conditions may help Costco grow even further in the near future. Gas prices have fallen recently, reducing the cost of driving to warehouse clubs often located outside dense residential areas. Grocery inflation has cooled as well, relieving pressure on households that might have pulled back from bulk purchases, while keeping value top of mind. Together, lower fuel costs and moderating food prices reduce friction and reinforce steady trip frequency to value-oriented, drive-to formats like Costco.
Looking ahead, Costco’s combination of consistent traffic growth, favorable macro conditions, and industry-leading in-store engagement underscores its resilience in a challenging retail environment. For investors, these trends point to continued revenue durability supported by membership economics and strong spend-per-visit. For retailers, Costco offers a blueprint: build loyalty through value and elevate engagement with experience. This approach has made Costco not only a standout performer today, but also one of the best-positioned retailers to sustain growth into the next cycle.
For more data-driven retail 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.
The state of the consumer was top of mind during second-quarter 2025 earnings calls, as restaurant executives consistently described a more cautious and discerning customer. Leaders from major brands like McDonald's, Chipotle, and Starbucks noted that lower-income consumers, in particular, are feeling the pressure of a challenging economy and are pulling back on the frequency of their visits.
McDonald’s CEO Chris Kempczinski framed it as a "two-tier economy," where affluent consumers continue to spend while lower-to-middle income households face significant cost-of-living pressures. This trend is visible in visitation data, which shows quick-service (QSR) and fast-casual restaurants underperforming full-service restaurants and coffee chains in recent months.
This consumer caution has led to a "trade-down" effect, where customers actively seek value-oriented promotions or skip add-ons like a beverage to manage their check size. In response, brands are emphasizing affordable meal bundles – like McDonald’s Extra Value Meals and Taco Bell’s Decades Y2K throwback menu featuring fan-favorites under $3 – and leveraging their loyalty programs to retain these budget-conscious patrons.
As 2025 progresses, QSRs face intense competition not just from each other, but from a growing array of value-oriented retailers. Driven by rising menu prices at fast-food chains, highly price-conscious consumers are actively seeking more affordable meal options. Value-oriented grocery stores, dollar stores, and convenience stores have aggressively expanded their grab-and-go and prepared food offerings, making them direct rivals for lunch and dinner.
As the price gap between dining out and eating at home widens, these channels are successfully capturing a greater "share of stomach," particularly from consumers who now view a trip to the grocery or dollar store as a more economical alternative to a QSR visit. We see this in our visitation data, where the number of McDonald’s and other other QSR visitors are increasingly visiting Aldi and other value-oriented options.
The lunch hour has become a key battleground, with fresh-format and value grocers seeing a notable increase in foot traffic as they expand their high-quality, convenient, and affordable grab-and-go options. This has siphoned off a portion of the traditional lunch crowd from fast-casual restaurants, as consumers – particularly office workers – increasingly opt for a trip to the grocery store.
This pressure contributed to weaker-than-expected results for premium fast-casual chains like Chipotle, Sweetgreen, and CAVA. While these brands were up against tough comparisons from product launches a year ago (Chicken al Pastor for Chipotle, steak options for sweetgreen and CAVA), the slowdown was more significant than anticipated.
What’s to make of this slowdown? In addition to tougher comparisons, the explanation is likely a multi-faceted consumer response to a challenging economic environment and a crowded marketplace. Like QSR chains, many budget-conscious fast-casual customers began trading down, either opting for less expensive fast-food alternatives or simply reducing the frequency of their visits to these pricier lunch spots.
At the same time, a segment of their health-conscious consumer base increasingly turned to specialty grocers like Whole Foods and Trader Joe's, where they could assemble their own high-quality bowls for a lower cost. Compounding the issue was a growing sentiment of "slop bowl" fatigue, a perception that the once-innovative format had become commoditized, with little differentiation between the chains, leading some consumers to seek out more unique dining experiences.
Chili's continued its significant outperformance of the restaurant industry in the second quarter of 2025 by successfully executing a multi-faceted strategy centered on a compelling value message that resonated with increasingly price-conscious consumers. The brand's success was largely driven by the popularity of its heavily marketed "3 for Me" bundled meal deal and its "Triple Dipper" appetizer promotion, which together attracted a surge of new and repeat customers. This effective value messaging was supported by substantial investments in marketing and crucial back-of-house operational improvements, which enhanced food quality and service consistency, allowing Chili's to capture a significant share of visits while many competitors in the casual dining space struggled with declining traffic.
It’s not just Chili’s however. Applebee's, for instance, managed to drive a 4.9% increase in same-store sales during its most recent quarter, a significant turnaround attributed to its own value-driven promotions and menu innovations that successfully boosted customer traffic. Olive Garden delivered a solid performance in its most recent quarter, achieving a 2.0% increase in same-restaurant sales. This growth was largely fueled by the success of its value promotions and a significant nearly 20% surge in takeout sales, which helped attract a younger, more frequent customer base according to management.
As the restaurant industry moves into the second half of 2025, the second quarter's results paint a clear picture of a market defined by a strategic, value-seeking consumer. The resounding success of casual dining chains like Chili's and Applebee's, which leaned heavily into affordable, bundled meals, demonstrates that a compelling value proposition can still drive significant traffic and sales. Conversely, the fast-casual and QSR segments are facing an identity crisis, squeezed by intense competition from lower-priced grocery and convenience store alternatives and the aggressive promotions from sit-down restaurants.
Ultimately, the brands that will thrive for the remainder of the year will be those that can master the art of delivering a strong, clear value equation – whether through price, experience, or convenience – to a customer who is more discerning with their dining dollars than ever before.
For more data-driven 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.
Since June 30, 2025, Costco has offered Executive members an extra hour to shop at many warehouses, and by September the perk expanded company-wide. Traffic data shows that the extended hours are already reshaping shopping patterns, with measurable impacts on both visit timing and dwell times.
The chart below compares Costco visit patterns between April and June 2025, before extended Executive Member hours were introduced, with July and August 2025, when most warehouses began offering exclusive early access from 9:00 AM to 10:00 AM. The additional morning hour appears to have encouraged some Executive members to shift their trips earlier in the day, which in turn reduced traffic concentration during late-morning and afternoon peaks.
This redistribution helps create a more balanced flow of visitors, likely improving the shopping experience for members overall.
The impact of early openings extends beyond when members shop – it also affects how they shop. The chart below, which tracks visit lengths before and after the introduction of early Executive openings, shows that the share of Costco visits lasting 30 to 45 minutes increased in July and August while the share of visits lasting 45 to 60 minutes fell.
This shift suggests that early-access shoppers are more purposeful and efficient, taking advantage of lighter crowds and easier store navigation. Importantly, Costco did not assign additional staff hours to cover the new morning window – a decision that seems to be validated by the data. With members shopping more efficiently, the company managed to enhance customer experience without increasing operational costs.
A Win-Win for Members and Retail Operations
By extending special hours to Executive members, Costco not only rewards high-value customers but also reduces congestion during traditional peaks. The smoother distribution of visits and more efficient shopping trips underscore how strategic adjustments to operating hours can drive meaningful changes in consumer behavior.
As retailers navigate evolving shopper expectations, Costco’s example highlights the power of data-driven scheduling to enhance both customer satisfaction and operational efficiency.
For more data-driven retail 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.
