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Stanford Stadium has hosted numerous major sporting events over the years – from Super Bowl XIX to soccer matches at the 1984 Summer Olympics, and both the 1994 Men’s and 1999 Women’s World Cup. But on May 31st and June 1st, 2025, Coldplay played the first live music event ever held at the venue – part of the band’s “Music of the Spheres” tour – and what a debut it was.
We examined the data to see how attendance spiked during this landmark concert and how the audience compared to the stadium’s usual visitor base.
During the week of May 26th, 2025, when Coldplay took the stage, visits to Stanford Stadium surged by an astonishing 1425.9% compared to the venue’s weekly average since June 2024. Other recent major events – including Stanford commencement (June 16th, 2024), the big Earthquakes vs. Galaxy MLS match (June 29th, 2024), and the Stanford Cardinal’s own home opener against TCU on August 30th, 2024 – all drew much smaller crowds than the Coldplay concert.
Concertgoers came from far and wide to see Coldplay in action. Plenty of locals attended, including 15.1% who came from less than five miles away. But nearly one-fifth of visitors journeyed more than 100 miles to enjoy the music – a testament to the band’s strong draw.
To understand how the Coldplay concert impacted Stanford Stadium’s visitor profile, we compared the psychographics of Stanford Stadium’s captured market during the 2024 football season (August 24th to December 1st, 2024) to those during the Coldplay concert.
Across both analyzed periods, Stanford Stadium attracted higher-than-average shares of Spatial.ai: PersonaLive’s “Ultra Wealthy Families,” “Educated Urbanites,” and “Young Professionals” segment groups. However, the concert’s audience skewed more toward “Ultra Wealthy Families,” whereas football fans were nearly twice as likely to be “Young Professionals” and slightly more likely to be “Educated Urbanites”. “Near-Urban Diverse Families” and “Wealthy Suburban Families” were underrepresented in the stadium’s market during both periods, though they both constituted a slightly higher share during the Coldplay concert – further underscoring the event’s power to attract different audiences than usual.
As universities navigate the changing nature of college athletics, NIL rights, and shifting revenue streams, using a football stadium as a concert venue is a creative way to utilize the space and bring in some dollars – as well as joy to both students and other visitors. Is this milestone event a precursor to more major cultural happenings at the Bay Area stadium?
For more data-driven live event analyses, follow The Anchor.
Nike has recently pivoted away from its "Consumer Direct Acceleration" strategy in favor of a more multi-channel distribution approach. What does the data say about this shift? We dove into traffic numbers and audience composition metrics to find out.
In 2020, Nike introduced its "Consumer Direct Acceleration" strategy that had aimed to expedite the company's DTC pivot in an effort to regain control of the brand and own the customer relationship directly. But the emphasis on owned channels did not yield the desired results – in fact, the move away from wholesale may have helped smaller sneaker companies take over shelf space and market share from the legacy sportswear brand.
In mid-2023, Nike shifted to a more balanced, multi-channel approach, and by late 2023, Nike was once again selling its products through retail partners such as DSW and Macy's. More recently, in May 2025, Nike announced that it would be resuming direct sales on Amazon – a channel the brand exited in 2019 – in an effort to reach customers where they shop.
Diving into year-over-year monthly traffic numbers for Nike stores nationwide underscores the merits of the recent strategic shift. Visits to Nike stores have been trending negative for eight months straight, validating the recent company-wide pivot back towards a more holistic, multi-channel approach.
Using Spatial.ai PersonaLive data to compare the audience composition in Nike's captured market with the audience composition in some captured markets of some of its largest retail partners further highlights the advantages of Nike's new multi-channel approach.
The data shows that Nike already does a great job of reaching "Ultra Wealthy Families," "Young Professionals," and "Educated Urbanites" through its owned stores – the share of these segments in Nike's trade area is larger than in the trade areas of any of its main partners. But both DSW and DICK's Sporting Goods reach more suburban families than Nike, with a larger share of "Wealthy Suburban Families" and "Upper Suburban Diverse Families" in their trade areas than in Nike's. And Macy's and Foot Locker seem to be better positioned to reach "Near-Urban Diverse Families" and "Young Urban Singles".
The distinct audience composition of each retail partner suggests that a varied wholesale approach is necessary to achieve comprehensive market coverage, allowing Nike to reach a far broader spectrum of consumers than its own stores can capture alone.
Nike's return to a multi-channel approach suggests that achieving comprehensive market coverage requires a balanced strategy, leveraging partners to engage with a broader spectrum of consumers in addition to building out owned DTC channels.
For more data-driven retail insights, visit placer.ai/anchor.
In today’s challenging dining market, restaurants are battling for consumer attention through special deals, limited time offers (LTOs), and pop-culture collaborations. We dove into the data to see how several special recent events at Chipotle, IHOP, and Jack in the Box helped drive visits to these chains.
Earlier this year, Chipotle leaned into the Stanley Cup excitement with an LTO designed especially for hockey fans. On Monday, April 21st, 2025 – just two days after the start of Round 1 playoffs – Chipotle offered one of its classic BOGO (buy one get one free) deals for anyone wearing a hockey jersey who dined at a participating location after 3:00 PM.
Nationwide, the promotion sparked a substantial 34.4% visit boost during the hours of the offer compared to an average Monday. But in Minneapolis-St. Paul, at the heart of the so-called “State of Hockey”, visits surged by an astonishing 77.3% – the most seen in any metro area throughout the U.S. – underscoring just how impactful relevant LTOs can be in the right market.
It’s no secret that everybody loves free stuff. But another recent LTO shows that people also embrace the chance to do good. On March 4th, 2025, hungry diners flocked to IHOP restaurants nationwide to snag free pancakes – no purchase required! – at participating locations. The promotion, part of the chain’s month-long charitable drive, encouraged guests to donate to Feeding America.
IHOP’s promotion spurred visit increases across the country. But it struck a particular chord in certain northeastern markets – especially in New Jersey, where a local franchise owner’s interviews about the event’s charitable aspect helped motivate a remarkable 142.5% visit spike. And on the West Coast, particularly in California, the promotion’s success was supported by the chain’s “20k for Pancake Day” event in Santa Monica, held on March 1, 2025 to raise money for Feeding America, which garnered substantial media coverage.
But freebies aren’t the only way to drive traffic. On May 29th, 2025, Jack in the Box created plenty of buzz with the launch of its late-night T-Pain Munchie Meal, available after 9:00 PM. By the week of June 2nd, hungry night owls were flocking to Jack in the Box in droves, driving substantial increases in late-night traffic.
The late-night offer increased the proportion of nighttime visits to 25.1% during the week of June 2nd, compared to a 12-month average of 23.0%. The largest nighttime visit increase came on Thursday, June 5th, likely due to excitement for T-Pain’s June 6 debut in “Jack Zone Wars,” a custom in-game Fortnite world built specifically for this collaboration. And with T-Pain’s June 26th live-stream Fortnite event still ahead, momentum will likely continue to build as the month wears on.
These recent promotions at Chipotle, IHOP, and Jack in the Box highlight the power of well-timed, relevant LTOs to create excitement and boost traffic. By tapping into local cultural trends, charitable causes, and pop-culture collaborations, restaurants can stay top of mind – even in a crowded dining market.
For more data-driven dining insights follow The Anchor.
Since its emergence from bankruptcy in late 2020, JCPenney has been on a slow and steady comeback trajectory. Last year, the company continued closing underperforming stores and revamped its loyalty program, which helped it achieve a year-over-year (YoY) visit gap of just 3.0% and a YoY gap in average visits per location of just 1.8% in Q4 2024.
Part of last year's success was likely also due to the company's investments in major promotional efforts – and now JCPenney is back in the advertising game with its new "Yes, JCPenney" national ad campaign. We dove into the data to see how these marketing efforts are bearing fruit.
Although JCPenney has been gradually improving its metrics, the chain generally underperformed the department store category for most of 2024 – until traffic turned around in October and November 2024, at the height of the brand's "Really Big Deals Reveals" campaign. Visits to JCPenney then declined below the category average again, with the chain underperforming the category between December 2024 and March 2025 – with the exception of February, when the chain's "Petite Power List" campaign may have temporarily boosted visits.
But recently, the company launched a major nationwide campaign titled "Yes, JCPenney," with the goal of challenging and overcoming outdated consumer perceptions of the brand. The ads started running in April 2025, and traffic to the chain picked up significantly – with year-over-year (YoY) visits to JCPenney up 0.7% and 3.0% in April and May 2025, respectively.
Diving into May 2025 YoY traffic to the chain by DMA indicates that the "Yes, JCPenney" has been met with broad success, with the chain seeing visit strength across the country. The visit increases were especially notable in the South and Midwest – with DMAs in South Dakota, Missouri, Indiana, Kentucky, Arkansas, and Texas seeing major lifts – suggesting that the focus on style and value connected deeply with consumers in these regions.
Diving into the recent audience shifts at JCPenney suggests that part of the campaign's success may be attributed to its resonance with single shoppers. Using the Experian: Mosaic dataset reveals that nationwide, the share of "Singles and Starters" in JCPenney's captured market edged up slightly from 11.2% in May 2024 to 11.3% in May 2025, while the share of "Significant Singles" rose from 4.4% to 4.7%.
And though these nationwide shifts are relatively small ones, in some DMAs where JCPenney saw a particularly notable YoY visit increase, the share of singles in the chain’s trade area increased more significantly. For example, May YoY data shows that JCPenney visits in New York, NY, increased by 9.8%, while the share of "Significant Singles" grew from 22.7% to 26.1%. And in Tyler-Longview, TX, visits increased 18.0% YoY in May 2025 while the share of "Singles and Starters" rose from 12.8% to 14.0% in the same period.
JCPenney's success in increasing its resonance with single consumers – who are likely younger, and who may be less familiar with the legacy brand – suggests that the "Yes, JCPenney" campaign may be attracting a new generation of shoppers to the chain.
The initial surge in May 2025 foot traffic, particularly among younger, single shoppers, is quite promising. Will the company succeed in converting shoppers brought in through the "Yes, JCPenney" campaign into sustained visitors and loyal customers?
Keep up with The Anchor to find out.
Apparel retail has experienced significant setbacks in recent years, from the COVID-19 pandemic to supply chain disruptions to inflation – and now the emerging threat of tariffs. Yet, the sector continues to adapt. We took a look at the overall performance of the luxury apparel segment to see how things are holding up as the year's first half draws to a close.
The current economic climate has posed significant challenges to the apparel retail segment, and luxury retail has not been immune. The category saw its visits slow year-over-year throughout 2024, likely owing to the accumulated strain of inflation and rising prices. Yet, a surprising opportunity is now emerging, stemming from an unexpected catalyst: tariff concerns.
While apparel visits (excluding the off-price segment) generally slowed year-over-year, luxury apparel experienced only a single month of visit declines – in February '25 – likely owing to the comparison to a leap year and a longer February 2024. And more recently, luxury apparel has been performing especially well, with the segment seeing year-over-year (YoY) increases of 4.7% and 4.4% in April and May 2024, respectively – perhaps driven by the risk of price hikes and the uncertainty around the current tariff landscape.
Diving into the audience composition for nationwide luxury brands reveals that the category's current strength is likely driven in part by a more affluent and more suburban consumer base. Over the past four years, the median household income (HHI) in luxury chains' captured market has increased – rising from $101.9K in May 2025 to $108.0K in May 2025. During this period, the share of suburban consumers in the category's trade area also grew, from 39.1% in May 2022 to 41.9% in May 2025.
This suggests that the luxury sector's current resilience is being powered by an increasingly affluent and suburban clientele who are likely better insulated from broader economic pressures.
Despite operating in a challenging environment, luxury retail is finding ways to keep its visits up. Will the segment continue to rally?
Visit Placer.ai/anchor for the latest data-driven retail insights.
Despite the ongoing macroeconomic uncertainties, overall retail traffic this year has remained generally on par with 2024 levels. Between January and May 2025, retail visits were 0.4% higher than for the equivalent period in 2024, with April and May 2025 visits up 2.3% and 1.3%, respectively.
Some of the recent strength may be attributed to a pull-forward of consumer demand as a response to potential price hikes and limited product availability. But the strongest year-over-year (YoY) visit increase in 2025 so far was actually in January – when visits were up 3.4% compared to January 2024 – highlighting the resilience of retail consumers in 2025 and boding well for the upcoming back to school season.
Diving into YoY May 2025 retail visit data by state suggests that back to school performance may be particularly strong in the West: Retail traffic in Oregon, Washington, Idaho, and Montana was 3.0% to 5.1% higher than in May 2024, while Utah's retail chains received a 5.0% YoY boost in traffic. Consumers in these states may be particularly primed to spend this summer.
Meanwhile, several Eastern states (Ohio, New York, Mississippi, Alabama, and Georgia) saw YoY declines in May 2025 retail visits, perhaps suggesting that consumer confidence in those states is slightly more muted. This may indicate that back to school retail traffic will be slightly weaker in these markets.
Last year, sportswear & athleisure and footwear retailers saw the largest back to school visit jumps, followed by office supplies and traditional apparel (excluding off-price, department stores, and sportswear & athleisure). These segments all saw slight visit increases in May 2025 and are likely to continue seeing sizable traffic spikes for back to school season this year.
But looking at the visit data from April and March reveals that the retail categories seeing the strongest visit trends currently are the segments that get a slightly smaller boost from back to school – including furniture & home furnishings, off-price retailers, and thrift stores. Some of this strength may be attributed to pull-forward of demand (as consumers could have bought larger ticket items like furniture in anticipation of price hikes) or to shoppers' value-orientation (driving visits up for off-price and thrift stores). But these categories' recent success may also suggest that home furnishings, off-price apparel, and thrift stores could see higher volumes of consumer traffic this year compared to 2024.
Ahead of the 2025 back to school season, retail traffic data paints the picture of a generally resilient consumer, despite the regional variability. And while last year's big back to school winners will likely perform well again in 2025, more secondary back to school categories – including home furnishings, off-price, and thrift stores – may be the ones to come out on top this year.
For more data-driven retail insights, visit placer.ai/anchor.
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.
