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Memorial Day – the unofficial start of the summer season – is typically accompanied by major retail promotions and movie releases. We dove into the visit data to see how consumers celebrated the holiday and see how brick-and-mortar retail traffic compared to last year's numbers.
Memorial Day weekend brought a visit boost to retail chains nationwide, with the holiday's impact already felt on Friday, May 23rd 2025 as traffic spiked 10.0% compared to the YTD (January 1st to May 26th) Friday average. But comparing the data with last year's numbers shows that year-over-year (YoY) visits remained essentially flat.
Critically, this stability in Memorial Day week retail visits follows several weeks of year-over-year (YoY) traffic increases, likely due to consumer pull-forward of demand. So the fact that consumers still came out to shop Memorial Day sales – even after weeks of increased activity – suggests that brick-and-mortar retail remains resilient despite the wider macroeconomic shifts.
Diving into the apparel industry reveals that traditional apparel received a healthy Memorial Boost. And sportswear and athleisure – which may carry a slightly higher price point – saw the largest Memorial Day spikes compared to the year-to-date (YTD) average as shoppers took advantage of holiday promotions.
Meanwhile, off-price retailers saw relatively muted boosts compared to the YTD numbers, perhaps because shoppers prioritized time-sensitive bargains over the off-price segment's regular discounts. But the category saw a substantial increase in YoY visits, demonstrating consumers' ongoing value orientation.
Memorial Day is also a time for getting together with family and friends – often over a barbecue, picnic, or other food-forward events. As a result, grocery stores, BevAlc retailers, discount & dollar stores, and superstores all received traffic boosts compared to the YTD average, with BevAlc seeing the largest spike in visits.
Grocery stores, BevAlc retailers, and discount & dollar stores also saw YoY visit increases – perhaps suggesting an increase in Memorial Day socializing compared to 2024.
While several retail categories saw significant Memorial Day-driven visit boosts, the largest increase in traffic by a long shot went to movie theaters. Combined visits to AMC, Regal, and Cinemark were up 423.6% on Monday, May 26th 2025 compared to the YTD Sunday average, with combined weekly visits to the three chains up 92.4% for the week.
The Memorial Day visit spikes – likely driven by the success of new releases such as Mission: Impossible – The Final Reckoning and Lilo & Stitch follow weeks of high traffic as films including A Minecraft Movie and Sinners drove significant traffic increases at movie theaters nationwide.
This ongoing movie theater momentum suggests that, despite past concerns about streaming and changing consumer habits, the theatrical experience continues to hold significant appeal.
Overall, the Memorial Day 2025 data paints a picture of a resilient consumer ready to engage with both retail promotions and entertainment experiences. The data also suggests that, while brick-and-mortar retail continues to attract consumers on retail milestones, entertainment is reclaiming its role as a powerful draw for holiday spending.
For more data-driven consumer insights, visit placer.ai/anchor.
When we reviewed March 2025 visitation data for industrial manufacturing facilities across the U.S. – encompassing visits from both employees and logistics partners – our data indicated an uptick in activity. Notably, many industrial manufacturers, particularly in sectors like aerospace, automotive, and packaging, increased activity as they proactively ramped up production in anticipation of potential tariff-related disruptions.
While the official U.S. Census Bureau data on manufacturing new orders for April and May 2025 is not yet available (with April's full M3 report expected around June 3rd and May's around July 3rd), visitation data from our industrial manufacturing composite for April 2025 was reflective of the evolving tariff landscape that many manufacturers have faced the past several weeks. Overall, our industrial manufacturing composite for April and early May 2025 indicates that visits to manufacturing facilities have decreased year-over-year.
Several factors could contribute to this decrease: (1) general consumer uncertainty about the economy, which has impacted retail visits this year and may be dampening industrial demand; and (2) previously announced extensions to some tariff implementation dates, which might have led businesses to pause or adjust orders. Separately, the tariff environment saw a new development with the temporary reduction in certain U.S.-China tariffs enacted in mid-May; this change may lead to shifts in activity going forward but would not explain the decrease observed in April and early May.
Were there manufacturing categories that saw greater year-over-year visitation trends than others? Unsurprisingly, categories that are potentially impacted by tariff activity – such as metals (including steel and aluminum) and electrical equipment – continued to see the greatest year-over-year increase in visits in April as manufacturers accelerated production ahead of tariff implementations or companies switched to goods produced in the United States (as shown below). General Dynamics, Howmet Aeropace, U.S. Steel, Nucor, and Powell Industries were among the manufacturers that stood out with respect to visit activity during April 2025.
Our previous analysis of Ford and General Motors manufacturing facilities indicated an uptick in visitation during late March and early April 2025. This surge likely reflected an effort by these automakers to accelerate production and build inventory ahead of significant tariff changes, including the 25% tariffs on imported vehicles that took effect on April 3rd and anticipated levies on auto parts.
However, in subsequent weeks, our visitation data indicated a return to more typical visitation levels for both manufacturers. These more subdued year-over-year visit trends likely indicate a period of adjustment and caution, aligning with the broader market uncertainty. The considerable financial impact from tariffs also led both Ford and General Motors to revise their 2025 financial guidance in early May, despite some discussions around partial tariff relief measures during that period.
Given the fluid and constantly evolving landscape for industrial manufacturers, what are the key takeaways? Our data shows a clear pull-forward in demand among manufacturers during March, as they ramped up production schedules ahead of tariff implementations, especially in sectors like metals and aerospace. However, this initial surge was followed by a cooling off in activity during April and early May, likely stemming from general tariff uncertainty.
Keep up with The Anchor to see where industrial manufacturing activity heads next.
Discount and dollar stores have enjoyed unprecedented success over the past few years as economic uncertainty continues to weigh on consumers’ minds – and wallets. We took a look at two discount players, Five Below and Ollie’s Bargain Outlet, to see where the two are holding as the first half of 2025 draws to a close.
Five Below and Ollie’s were major winners in 2024, with visits to both chains elevated on a consistent basis. Both chains also aggressively expanded their footprints: Ollie's Bargain Outlet acquired around 40 leases from Big Lots, while Five Below opened a remarkable 227 new stores in 2024, with plans for another 150 in 2025.
Their strong positions were clearly reflected in Q1 2025 visit data. Five Below saw foot traffic climb 6.1% YoY, and Ollie's visits grew by 12.4%. Average visits per location were more mixed: Five Below's dipped by 4.6%, while Ollie's Bargain Market maintained momentum with a 4.6% YoY increase.
As its name suggests, Five Below primarily sells items for $5 or less, offering strong value at a time of rising prices – and customers are clearly responding. Five Below's monthly visits remained elevated throughout 2025, peaking in April with a 20.4% YoY increase. Monthly visits per location experienced more fluctuation, dipping in February and March while remaining elevated in January (+1.6%) and April (+10.1%).
Diving into the geographic segments as defined by Esri offers insight into the type of visitor that comes to Five Below – and what it might mean as the chain continues its expansion plans. Between Q1 2019 and Q1 2025, the share of visitors coming to Five Below from "Rural" and "Semi-Rural" areas increased, while the share from "Suburban Periphery" areas declined. This trend aligns with Five Below's deliberate focus on rural and semi-rural locations – a strategic choice likely influenced by existing customer behavior patterns – and might inform where the chain chooses to open its new locations in the coming years.
Foot traffic to Ollie’s Bargain Outlet was elevated for the first few months of 2025. Monthly visits experienced consistent YoY growth, and while average visits per location declined slightly in February 2025, they picked up immediately, ending April 2025 with 8.9% more visits per location than in April 2024. Some of this growth may be coming from its recent expansions – the chain opened 50 new stores in 2024.
While Ollie's differs from Five Below in terms of its product selection and price points, both chains share similarities in the demographic makeup of their visitors. The share of visitors coming from rural trade areas across the income spectrum, as defined by the Spatial.ai: PersonaLive dataset, was higher in Ollie’s captured markets than in its potential markets*. Meanwhile, the share of “Young Urban Singles” and “Upper Suburban Diverse Families” was lower in Ollie’s captured market than in its potential market.
This highlights the strength that the chain has among all kinds of rural visitor segments, and can help inform the chains’ expansion strategy as it grows its footprint in 2025 and beyond.
*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.
Five Below and Ollie’s are holding onto their 2024 gains thus far into 2025. With dozens of stores slated to open in the coming months, will the two retailers continue to grow their foot traffic?
Visit Placer.ai/anchor for the latest data-driven retail insights.
Kohl’s has faced a challenging period marked by store closures, leadership instability and a 6.5% decline in comparable sales last year. So it may come as no surprise that the department store continued to see year-over-year (YoY) visit gaps in Q1 2025 – with YoY foot traffic down nearly every month since August 2024.
Still, Q1 2025 saw the department store’s YoY visit gap shrink to just 2.7%, with March experiencing a slight uptick in visits YoY. Kohl’s narrower Q1 visit gap may be a promising sign for the retailer, especially given the inclement weather that kept many consumers at home in February.
Sephora at Kohl’s also remains a bright spot, contributing to an 8.8% net sales increase in the department store’s Accessories category in 2024. And a regional snapshot of YoY visit trends shows that much of the western United States actually experienced a YoY visit increase in Q1 – a trend the company’s incoming CEO may wish to build upon.
What lies in store for Kohl’s in the months to come?
Follow Placer.ai's data driven retail analyses to find out.
The apparel landscape is constantly adapting to changing consumer preferences and behavior. And in Q1 2025, top sportswear and athleisure brands DICK’s Sporting Goods and lululemon athletica showed that partnering with star athletes and making bold statements at major competitions is one way to build success in the long term. What did location analytics reveal about this strategy? We dove into the data to find out.
Visits to DICK’s and lululemon declined in Q1 2025 compared to 2024, perhaps due in part to the continued emphasis on value-first apparel segments.
Still, diving deeper reveals several reasons for optimism. First, a closer look at YoY monthly visits reveals that February’s performance weighed heavily on the brands’ quarterly performance, as YoY visits dipped significantly due to the comparison to 2024’s leap year and inclement weather that kept many consumers at home. In January, March and April 2025, visits remained closer or even exceeded 2024 levels – more indicative of the brands’ overall performance.
Second, these visit gaps may have been partially offset by success through other channels: Both lululemon and DICK’s recently cited digital revenue gains and omnichannel growth, which could pave the way for other long-term growth opportunities in retail media.
And despite the slower quarter, DICK’s still demonstrated its ability to leverage partnerships and sporting events to drive in-store traffic.
Saturday is typically DICK’s busiest day of the week, and during all five Saturdays in March 2025, visits to DICK’s significantly outperformed the Q1 2025 Saturday average. This is likely due to DICK’s NCAA partnership and media investments during “March Madness”, which saw fans flock to DICK’s to stock up on college basketball gear leading up to and during The Big Dance. DICK’s also capitalized on its March Madness traction by launching a timely celebrity athlete campaign that may also have contributed to elevated Saturday traffic.
Lululemon has also adopted a bold strategy of star-athlete partnerships and high visibility at events to grow brand awareness.
At the WM Phoenix Open at the TPC Stadium Course in Scottsdale, AZ in February 2025, lululemon orchestrated an attention-grabbing crew of identically-dressed fans to accompany brand ambassador and pro-golfer Min Woo Lee. And at the BNP Paribas Open played in Indian Wells, CA, lululemon celebrated its professional tennis ambassadors Frances Tiafoe and Leylah Fernandez with an immersive installation on the tournament grounds and nearby lululemon store.
Diving into the psychographic characteristics of the regions from which lululemon and the two sports venues – TPC Stadium Course and Indian Wells Tennis Garden – receive visits reveals how making a statement during professional contests aligned with lululemon’s goal to grow brand awareness among its target audience.
Perhaps as would be expected, in 2024, lululemon’s potential trade area had more “Athleisure Enthusiasts” – Spatial.ai: FollowGraph segment for likely followers of lululemon and other athleisure brands on social media – than the nationwide average. However, the potential trade areas of Indian Well Tennis Garden and TPC Scottsdale Stadium Course had even higher concentrations of “Athleisure Enthusiasts”. This suggests that by investing in high visibility at these venues, lululemon was likely to build brand awareness among more of its potential visitor base.
Although visits to DICK’s and lululemon lagged in Q1 2025, there is still reason for optimism surrounding these brands. Seasonal sporting events like March Madness, in which DICK’s is an integral part, can play a role in driving traffic to stores. Meanwhile, lululemon appears to have found a formula to reach more of its target audience by making a statement at athletic events.
For more data-driven retail insights, visit Placer.ai.
Like many e-commerce retailers, Wayfair jumped on the brick-and-mortar bandwagon last year with a large-format flagship store at Edens Plaza in Wilmette, IL – giving customers a physical space to explore its products. To mark the store’s one year anniversary (it opened to great fanfare on May 23rd, 2024 – just a few days before Memorial Day), we dove into the data to examine the profile and behavior of its visitors – and see how they compare to the wider home furnishings space.
Location analytics show that Wayfair has emerged as a go-to furniture destination, drawing visitors from farther away than the industry standard. Wayfair’s large-format store also attracts an above-average share of weekend foot traffic, with most visits occurring on Saturdays and Sundays. During these peak times, customers can leisurely browse Wayfair’s extensive offerings, enjoy the onsite café, and take advantage of free design and home improvement consulting services. The store also attracts an affluent audience – from areas with a higher median HHI than either the nationwide baseline or the broader home furnishings segment.
Given Wayfair’s popularity – the Wilmette location has emerged as a major traffic driver to the mall – it may come as no surprise that plans are already in the works to open two more large-format Wayfair locations. How will the retailer continue to fare as it expands its footprint?
Follow Placer.ai’s data-driven retail analyses to find out.
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.
