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With 2024 firmly in the rearview mirror, we look back on the year’s retail foot traffic trends and what they may signal for 2025. Read on for a closer analysis of the retail categories and states that excelled at driving growth.
Overall retail visits increased year-over-year for most months of 2024, with many of the sporadic visit gaps likely due to extraneous circumstances as opposed to any real consumer slowdown.
Last year’s largest YoY retail visit gap – in January 2024 – could be attributed to severe winter weather in large parts of the country. And the April, September, and December YoY visit dips are likely partially due to calendar shifts, with April 2024 affected by the Easter calendar shift and September and December disadvantaged by having one less Saturday than in 2023.
Still, looking at 2024 as a whole revealed that the year did outperform 2023, with overall retail visits up 0.4% – suggesting that consumer behavior remains resilient and that 2025 could mark a further turnaround if cooling inflation meets consumer expectations.
But diving deeper into the data reveals significant variation among the major retail categories. Discount & dollar stores (2.8% YoY growth) and superstores (1.7% YoY growth) came out ahead of the pack, highlighting consumers’ demand for value in the face of high prices and economic uncertainty. Meanwhile – and as might be expected in a period of financial strain – many discretionary retail categories lagged in 2024. The Furniture & Home Furnishings category in particular saw the steepest decline with negative visit trends from January to July 2024, but the category did finish strong with a 3.5% YoY increase in Q4 2024 visits – a promising sign for 2025.
Last year’s retail foot traffic gains were also unevenly distributed geographically.
While most states saw modest YoY visit growth, Maine (2.2%) and North Dakota (2.0%) topped the list in 2024. Notably, foot traffic in both states showed resilience during even the most challenging periods of the year.
In Maine, a recent increase in inbound domestic migration may have contributed to the state’s foot traffic success. Meanwhile, North Dakota’s large share of superstore and discount & dollar store traffic was likely behind its overall retail visit growth in 2024.
Analyzing 2024 retail trends revealed that consumers navigated uncertainty while showcasing resilience — a promising foundation for the new year. Will this momentum continue in 2025?
Visit Placer.ai to find out.

Florida emerged as a domestic relocation hotspot during the pandemic – and analyzing domestic migration trends over the past four years reveals that most newcomers to Florida have stayed in the Sunshine State. We dove into the data to find out just how big a piece of the domestic relocation pie went to Florida – and see where the newcomers came from, where they chose to settle, and which Florida destinations attracted the most affluent new residents.
Domestic migration picked up over the pandemic, as many Americans liberated from the constraints of in-person work chose to move to areas with more space, a lower cost of living, and better outdoor recreational opportunities.
The map below highlights the states that received net inbound domestic migration between July 2020 and July 2024, with the percentages representing the share of inter-state positive net migration welcomed by each state during the analyzed period.
As the map shows, Florida was one of the major beneficiaries of the recent domestic migration boom. Between July 2020 and July 2024, Florida received 24.7% of positive intra-state migration in the United States. (In other words, 24.7% of inbound net migration to states with overall positive net migration went to Florida.) Texas, another oft-discussed pandemic relocation hub, came in second, receiving a significantly smaller 17.6% of the total inter-state positive net migration pie.
Most of Florida’s recent population influx dates back to the Covid era – diving deeper into the monthly data reveals that the biggest jump in migration over the past four years took place between late 2020 and early 2022. And although inbound migration slowed somewhat in 2023 and 2024, the Sunshine State’s net migrated percent of population compared to a July 2020 baseline remained steady at about 2.5% to 3.1% (depending on the season). This means that 2.5% to 3.1% of Florida’s residents have moved there over the past four years – indicating that most people who moved to Florida at the height of the pandemic have remained in the Sunshine State.
So where is Florida getting its new residents from?
Analyzing net migration to Florida by state of origin reveals that Florida received net positive migration from most of the country during the analyzed period – but the influx from some states was particularly significant.
The map below charts the share of net migration to and from Florida by state of origin or destination between July 2020 and July 2024. The purple represents states from which Florida received net positive migration – more people moved to Florida from those states than the other way around – and the percentage indicates each state's share of the total net positive migration to Florida. The yellow represents states which received net positive migration from Florida – more people moved to those states from Florida than vice versa – with the percentage showing each state's share of the total net negative migration from Florida.
As the data shows, much domestic migration to the Sunshine State came from the Mid Atlantic region – with relatively expensive New York and New Jersey standing out as the biggest feeder states – as well as from Illinois and California, two more high-cost-of-living states. Illinois and the Mid Atlantic states also tend to have relatively cold winters. Meanwhile, Florida mostly lost residents to neighboring states and to Texas, with a much smaller share of its net negative migration going to Alaska, Michigan, Montana, Wyoming, and the Dakotas.
It is likely, then, that Florida’s affordability and mild winters served as significant migration draws.
People may be moving to Florida from all over the United States. But where are they moving to in the Sunshine State? Mapping domestic migration trends onto Florida’s metro areas reveals that most of the inbound domestic migration is concentrated in Central Florida. Indeed, just three Central Florida metro areas – Tampa-St. Petersburg-Clearwater, Orlando-Kissimmee-Sanford, and Lakeland-Winter Haven – accounted for nearly half (41.5%) of the total net positive migration to Florida during the analyzed period.
Although the Tampa, Orlando, and Lakeland metro areas are contiguous, the demographic profiles of new residents settling in the three CBSAs are quite different. For example, Tampa, which boasts the highest median household income (HHI) of the three metro areas ($65.1K, compared to $61.1K for Orlando and $55.1K for Lakeland), also drew the greatest share of domestic migrants from affluent areas (median HHI > $100K).
Each of the three central Florida CBSAs also attracted newcomers from different areas of the country. Tampa exhibited the most diversity, with its top 5 CBSAs of origins representing under 50% of total net migration to the metro area. Orlando, on the other hand, received almost 50% of its net domestic migration between July 2020 and July 2024 from just two metro areas: New York and Miami. And for Lakeland, over 50% of the inbound net migration came from within the Sunshine State – including 31.6% from the Orlando CBSA and 9.5% from the Tampa metro area.
It is likely, then, that newcomers to Tampa are coming mostly from wealthy areas throughout the country, while Orlando draws slightly less affluent – but still relatively high-income – newcomers from dense urban areas. Meanwhile, Lakeland appears to attract local Floridians who may be looking for a more affordable living situation without moving too far away from their current communities.
Thanks to its mild winters, affordability, and lifestyle appeal, Florida emerged as a major pandemic relocation destination, and recent migration data reveals that many of those who moved in between 2020 and 2024 have stayed in the Sunshine State. In particular, the central Florida hubs of Tampa-St. Petersburg-Clearwater, Orlando-Kissimmee-Sanford, and Lakeland-Winter Haven attracted an outsize share of new Florida residents, with each metro area showcasing unique inbound migration patterns.
What will domestic migration patterns look like in 2025?
Visit Placer.ai to find out.

Christmas is a time for gathering at home, but it’s also an occasion when many Americans celebrate by treating themselves to a nice meal out with family and friends. So with the holiday season drawing to close, we dove into the data to see which dining segments benefited from the holiday cheer.
The holiday season is all about home-cooked meals, and most restaurants close on Christmas Day – so it may come as no surprise that visits to dining establishments dropped significantly on December 25th, 2024. Fast-casual and quick-service restaurants (QSRs) saw the steepest traffic declines of 92.7% and 83.2%, respectively, compared to a year-to-date (YTD) daily average. Meanwhile, full-service restaurants (FSRs), aided primarily by all-day breakfast chains (see below), saw visits dip by a relatively modest 58.0%.
On Christmas Eve, too, restaurant foot traffic slowed, with visits to fast-casual restaurants and QSRs dipping to 35.5% and 25.1%, respectively, below average levels. Once again, FSR led the pack with a smaller 11.0% visit decline. And on December 26th – the day after the holiday – full-service restaurants saw a 7.0% visit uptick, while QSRs and fast-casual saw visits hover just under daily averages.
But digging deeper into the data reveals a more nuanced picture of the Christmas dining scene. Throughout the holiday, some FSR segments and chains enjoy outsized visit spikes – cementing their roles as key holiday destinations for families seeking to ditch the kitchen chaos and enjoy a hassle-free, celebratory meal.
On Christmas Eve (December 24th, 2024), for example, visits to upscale and fine dining chains surged by a remarkable 54.4% compared to a YTD daily average – fueled by visit spikes at premium chains such as Ruth’s Chris Steak House (129.8%) and Fleming’s Prime Steakhouse & Wine Bar (125.9%). Breakfast spots also enjoyed a significant 18.4% Christmas Eve visit bump, likely bolstered by seasonal offerings like Denny’s Holiday Turkey Bundle. Meanwhile, traffic at eatertainment chains and other casual dining restaurants slowed considerably – though some casual dining brands like experiential The Melting Pot and Benihana also bustled with activity.
On Christmas Day, it was breakfast chains that once again led the day – staying open to serve up hearty meals to those looking for an affordable holiday outing. Visits to leading breakfast spots, including segment leaders like Waffle House, IHOP, and Denny’s soared by 53.6% compared to a YTD daily average, with Waffle House in particular stealing the show with a 109.6% visit boost.
Still, Christmas Day diners also flocked to other full-service chains that kept their doors open. Fogo de Chão, which attracted celebrants with an indulgent seasonal menu, saw visits soar by 111.4%. And after increasing by 63.2% on Christmas Eve (see above), visits to Benihana surged by 103.9% on December 25th, reaffirming the restaurant’s place in holiday dining lore (“A Benihana Christmas”, it seems, isn’t just for fans of The Office).
On December 26th, all the analyzed FSR segments enjoyed visit bumps, as many Americans took the day off to extend the holiday cheer. But it was eatertainment chains that saw the most pronounced traffic boost (26.2%), buoyed by families and friends looking to unwind with good food and games – many armed with holiday gift cards.
But plenty of other FSRs also thrived on Boxing Day with impressive mid-week traffic increases, including perennial favorites like P.F. Chang’s (+35.2%), The Cheesecake Factory (+28.1%), and Buffalo Wild Wings (+26.1%).
Food remains at the heart of the holiday experience – with elevated dining, affordable comfort food, and eatertainment all adding to the festive spirit. And in 2024, restaurants delivered very merry results. How will the industry continue to perform in the new year?
Follow Placer.ai’s data-driven dining analyses to find out.

Insomnia Cookies, one of the first companies to innovate in the cookie retail space, is known for its late opening hours and classic cookie flavors. The company started in 2003 by selling fresh-baked cookies to college students and now operates over 300 locations globally. Meanwhile, Crumbl Cookies – known for its celebrity collaborations and intensely loyal social media fanbase – came onto the scene in 2017 and has since grown to over 1,000 franchised locations.
Both chains are expanding, and diving into the foot traffic data reveals that overall visits as well as average visits per location are still growing for both chains – indicating that the cookie craze is still going strong.

Analyzing visit growth at smaller cookie chains also highlights the strong demand for creative cookie concepts. Crave Cookies (established in 2022), Dirty Dough (2018), Chip Cookies (2016), and Chip City Cookies (2017) are all enjoying strong foot traffic growth relative to 2023, thanks in part to ongoing expansions. Like Crumbl and Insomnia, Crave Cookies, Dirty Dough, Chip Cookies, and Chip City Cookies are all growing their fleet – and the steady stream of store openings has driven consistent YoY visit growth.
The increasing visits to both the larger chains and the smaller cookie brands suggests that the demand for cookies has yet to peak and is likely to continue in 2025. And with these chains still looking to grow, how can location analytics uncover the best opportunities for growth?

A closer look at the demographic makeup of visitors to the analyzed cookie chains suggests that some of these chains’ consistently strong performance may be due to the relative affluence of their consumer base: The STI: PopStats dataset reveals that all of the chains' captured markets – with the exception of Insomnia Cookies – have higher shares of wealthy consumer segments than their potential one. (A chain’s potential market is obtained by weighting each Census Block Group (CBG) in its trade area according to population size, thus reflecting the overall makeup of the chain’s trade area. A business’ captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the chain in question – and thus represents the profile of its actual visitor base).
Among the analyzed chains, Chip City Cookies attracted visitors from the highest-income areas, with a captured market median HHI of $117.3K – $16.0K higher than its potential market median HHI of $101.3K. Crumbl, Crave, Dirty Dough, Chip, and Chip City also drew visitors from higher-income areas relative to their potential market median HHI.
In contrast, Insomnia Cookies was the only chain with a lower median HHI in its captured market relative to its potential market, likely reflecting its positioning as a late-night snack option for college students.

The relatively high-income of cookie consumers may be partially due to the chains’ popularity with suburban segments: According to the Spatial.ai: PersonaLive dataset, almost all the analyzed chains saw a higher share of “Upper Suburban Diverse Families” and “Wealthy Suburban Families” in their captured markets compared to their potential market. Meanwhile, the shares of “Young Urban Singles” and “Young Professionals” were lower across nearly all the analyzed chains’ captured market relative to their potential markets.
And once again, Insomnia Cookies stood out – the company’s captured market included an outsized share of “Young Professionals” and “Young Urban Singles,” perhaps due to the company's positioning as a late-night college campus favorite.
Taken together, this data suggests that, unless a chain is focused on acquiring a specific audience segment – like Insomnia did when targeting younger, less affluent consumers such as college students – most cookie chains are most likely to thrive in affluent suburban markets.

The enjoyment provided by a sweet treat is universal – but will these cookie chains retain their edge as the dessert shop market grows increasingly crowded?
Visit Placer.ai to keep up-to-date with the latest data-driven dining insights.

Super Saturday, one of the busiest shopping days of the year, sees stores bustling with last-minute shoppers searching for gifts and holiday essentials. But how did this year's event measure up – and what trends and surprises emerged? We analyzed the data to find out.
On December 21st, 2024 retail foot traffic across the U.S. surged by 58.0% compared to the year-to-date daily average – reaffirming Super Saturday’s status as the ultimate day for eleventh-hour gift shopping. And in another sign that holiday season shopping has evolved into a multi-day affair, the pre-Christmas milestone once again outpaced Black Friday, with the shopping momentum extending throughout the weekend.
Despite this year’s strong performance, 2024’s Super Saturday spike didn’t quite match last year’s extraordinary showing (+74.4% above the 2023 daily average) – a predictable shortfall, given 2023’s unique confluence of circumstances, when Super Saturday coincided with “Christmas Eve Eve” (December 23rd). But with Sunday’s strong consumer turnout this year, and Monday, December 23rd offering even more opportunities for consumers to hit the stores, 2024’s pre-Christmas traffic could well surpass last year’s final tally.

Though Super Saturday outperformed Black Friday nationwide, the resonance of the milestone varied by region. In most of the Midwest – a traditional Black Friday hot spot – as well as Pennsylvania, Delaware, West Virginia, Kentucky, Alabama, and Tennessee, Black Friday drew bigger visit spikes than the Saturday before Christmas. But in the majority of states, including major Pacific and Mountain region markets, Super Saturday visits outpaced the post-Thanksgiving frenzy.

Diving into specific retail categories shows that Super Saturday’s impact also differed across segments.
Department stores emerged in 2024 as clear Super Saturday winners, with December 21st visits to the category soaring a remarkable 128.7% compared to an average Saturday this year – up from 119.4% in 2023 and 101.1% in 2022. Recreational & sporting goods, beauty & self care, hobbies, gifts & crafts, clothing, and shopping centers also delivered impressive Super Saturday performances, with relative visit boosts approaching, or in some cases even exceeding those seen last year.
Superstores, discount & dollar stores, and grocery stores, for their parts – all food-oriented segments that typically see significant visit boosts on the day before Christmas Eve – were especially impacted by last year’s Super Saturday/December 23rd “double whammy”. So unsurprisingly, their Super Saturday visit boosts were noticeably smaller this year. Electronics stores also saw a more moderate Super Saturday boost in 2024, perhaps due to this year’s more extended window for online shopping between Super Saturday and Christmas.
Still, all the analyzed categories saw bigger relative Super Saturday visit peaks than in 2022, when the milestone fell a full week before Christmas (December 17th), leaving shoppers plenty of time to place orders online or hit the stores during the following week.

Indeed, despite competing with last year’s “double whammy”, several department store brands saw significant year-over-year (YoY) Super Saturday visit growth – including Nordstrom (8.8%), Bloomingdales (4.7%), and JCPenney (1.3%). And the fun wasn’t limited to the department store sector: Other important gift-buying destinations, such as Ollie’s Bargain Outlet (7.3%), T.J. Maxx (4.6%), and Five Below (4.2%), also saw substantial YoY foot traffic increases – underscoring retail’s resilience in what remains a challenging environment.

While Black Friday remains the traditional kickoff for the holiday shopping frenzy, Super Saturday has carved out a prestigious role of its own. With strong national foot traffic, standout regional performances, and category-specific surprises, it’s clear that Super Saturday is more than just an encore – it’s a headliner in its own right. How will retail foot traffic continue to unfold during the tail end of 2024?
Follow Placer.ai’s data driven retail analyses to find out.

As prime destinations for everything from ready-made meals to affordable treats, today’s c-stores are a far cry from the pit stops of yesteryear. But how has the segment performed in recent months – and what lies ahead for it in 2025? We dove into the data to find out.
The c-store segment has undergone a transformation in recent years as many category leaders significantly elevated their food, beverage, and experiential offerings, leaning into growing demand for affordable, convenient groceries and takeaway. Today, convenience stores can often be exciting destinations in their own rights – and eager customers are paying attention.
Analyzing visitation trends to c-stores highlights just how successful this reinvention has been for the category. Monthly c-store visits have surged past the segment’s pre-pandemic baseline, with November 2024 c-store traffic 15.5% higher than in November 2018.

Still, the data also indicates that growth has plateaued – year-over-year (YoY) traffic for the c-store segment has remained relatively flat in 2024, with November 2024 visits down 3.3% YoY. But diving into the individual chains’ visitation patterns reveals that many chains, including Buc-ee’s, Circle K, Kwik Trip, Maverik, and are outperforming the wider segment and continuing to see impressive YoY growth – in large part thanks to aggressive expansions.

Looking at the most visited c-store chain in each CBSAs out of the chains analyzed in the graph above reveals that most CBSAs are home to a growing c-store chain. Maverik gets the most visits in the Southwest, while Kwik Trip’s is more popular in the Midwest. Buc-ees has a stronghold on the Dallas-Fort Worth metro area, while Circle K receives traffic all over the country. This suggests that demand for c-store offerings are growing nationwide – despite the plateauing of category-wide visits – and that c-store brands that can offer consumers innovative products and experiences are well-positioned to continue thriving in 2025 and beyond.

C-stores have demonstrated incredible resilience and adaptability, cementing their roles as key destinations for price-conscious shoppers eager to stretch their dollars – without compromising on quality. With regional markets still brimming with opportunities, which chains will lead the way in redefining convenience for 2025?
For more data-driven consumer insights, visit placer.ai.
Grocery chains in the United States are increasingly investing in on-site healthcare clinics, transforming their stores into hubs for both food and wellness. While grocery stores have long featured pharmacies and some basic healthcare services like vaccinations, recent years have seen a shift towards more extensive healthcare offerings.
Today, many grocery stores offer a range of services – from primary and urgent care to dental and mental health care. In addition to providing an important community service, grocery-anchored healthcare clinics can boost foot traffic at chains, help health providers reach more patients, and allow shoppers to manage their health and home needs in one convenient trip.
This white paper examines the impact these in-store clinics have on grocery chain visitation patterns and trade area characteristics. Are shoppers more or less likely to make repeat visits to grocery stores with healthcare services? And how does the addition of a clinic affect the demographic profile of a grocery store’s captured market? The report examines these questions and more, offering insights for stakeholders across the grocery and healthcare industries.
Analyzing foot traffic to grocery stores with and without in-store clinics shows the positive impact of these services: Across chains, locations with on-site healthcare offerings drew more visits in H1 2024 than their chain-wide averages.
The Kroger Co., which operates numerous regional banners as well as its own eponymous chain, has been a leader in in-store healthcare services since the early aughts. The company introduced its in-store medical center, The Little Clinic in 2003 – and today operates over 225 Little Clinic locations across its Kroger banner, as well as regional chains Dillons, Jay C Food Stores, Fry’s, and King Soopers.
And in H1 2024, the eight Dillons locations with clinics saw, on average, 93.0% more visits per location than the chain’s banner-wide average. Jay C, which offers two in-store clinics, also saw visits to these venues outpace the H1 2024 banner-wide average by 92.9%. For both chains, relatively small overall footprints may contribute to their outsize visit differences: Indiana-focused Jay C operates just 22 locations, all in the Hoosier State, while Kansas-based Dillons has some 64 locations.
But similar patterns, if somewhat less pronounced, could be observed at Kroger (43.0%), Fry’s (19.2%), and King Soopers (16.5%) – as well as at H-E-B (14.5%), which boasts its own expanding network of in-store clinics.
Analyzing the trade areas of grocery stores with healthcare clinics shows that these services tend to draw more affluent visitors from within the stores’ trade areas.
For some chains, including King Soopers, H-E-B, and Jay C, the clinics are positioned to begin with in areas serving higher-income communities. The median household income (HHI) of King Soopers’ in-store clinic’s potential markets, for example, came in at $92.3K in H1 2024 – significantly above the chain’s overall potential market median HHI of $88.1K. Similarly, the potential markets of H-E-B and Jay C Food Stores with clinics had higher median HHIs than the chains’ overall averages.
And for all three chains, stores with clinics tended to attract visitors from captured markets with even higher median HHIs – showing that within these affluent communities, it is the more well-to-do customers that tend to frequent these venues. (A chain or store’s potential market is obtained by weighting each CBG in its trade area according to the size of the population – thus reflecting the general composition of the community it serves. A chain or store’s captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the business in question – and thus represents the population that actually visits it in practice.)
Other brands, including Fry’s, Kroger, and Dillons, have positioned clinics in stores with potential market median HHIs slightly below chain-wide averages. But within these markets, too, it is the more affluent consumers that are visiting these stores, pushing up the median HHI of their captured markets.
These patterns highlight that, for now, grocery store clinics tend to attract consumers on the upper ends of local income spectrums. This information can be utilized by healthcare professionals and grocery store owners to pinpoint neighborhoods that may be open to grocery-anchored clinics, or to take steps to increase penetration in other areas.
Supermarket giant Kroger is a major player in the world of grocery-anchored healthcare, offering visitors access to pharmacies, clinics, and telehealth options via its grocery stores. What impact has the company’s embrace of healthcare had on visits and loyalty?
An analysis of household compositions across the potential and captured markets of Kroger-owned stores with and without Little Clinic offerings suggests that families with children are extremely receptive to these services.
In H1 2024, Kroger, King Soopers, Fry’s, Jay C, and Dillons all featured captured markets with higher shares of STI: PopStats’ “Households With Children” segment than their potential ones – highlighting the chains’ appeal for families. But the share of parental households in those stores with Little Clinics jumped significantly higher for all five banners.
The share of families with children in King Soopers’ overall captured market stood at 28.3% in H1 2024, higher than the 27.2% in its potential one. But the households with children in the captured markets of King Soopers locations with Little Clinics was significantly higher – 30.6% – and similar patterns emerged at Jay C, Dillons, Kroger, and Fry’s.
This special draw is likely linked to the clinics' focus on family health services like physicals, nutrition plans, and vaccines. The convenience of being able to take care of healthcare, grocery shopping, and pharmacy needs all in one go makes these stores particularly attractive to parents. And this jump in foot traffic shows the strategic advantage of incorporating healthcare services into the retail environment.
Providing essential healthcare services at the supermarket can establish a grocery chain as a crucial part of a shopper's daily life, enhancing visitor loyalty, and helping nurture long-term customer relationships. Indeed, in-store clinics offer a unique opportunity for grocery providers to connect with customers on a level that extends beyond the transactional.
An analysis of several Kroger-branded locations in the Cincinnati metro area showcases the profound impact in-store clinics can have on customer loyalty. In H1 2024, stores with Little Clinics had significantly higher shares of repeat visitors – defined as those making six or more stops at the store during the analyzed period – than those without.
For instance, 36.4% of visitors to a Kroger Marketplace store with an in-store clinic in Harrison, Ohio, frequented the location at least six times during the first half of 2024. But over the same period, only 29.0% of visitors stopped by at least six times to a nearby Kroger location in Cleves, Ohio – just ten miles away. Similarly, 30.7% of visitors to the Beechmont Ave. Kroger Food & Drug location with a clinic visited at least six times in H1 2024, compared to 23.0% for the nearby Ohio Pike Kroger store.
This trend was consistent across the analyzed locations, with those offering in-store clinics attracting significantly higher shares of loyal visitors. These metrics support the value of offering additional services as a draw for frequent visitors, while also providing the clinics themselves with the visitor volume needed to operate profitably.
Texan grocery chain H-E-B is beloved across the state – and though the chain isn’t new to the healthcare scene, it has been doubling down on wellness. In 2022, H-E-B launched H-E-B Wellness, a healthcare platform that offers patrons a variety of medical services, including – as of today – some 12 primary care clinics, many of them inside stores.
H-E-B stores with primary care clinics are helping to cement the grocer’s role as a convenient one-stop for local residents – allowing them to drop in to a nearby location for both daily grocery needs and wellness care.
H-E-B has always placed a premium on community, stepping up to help local residents in times of need. And though the chain as a whole draws an overwhelming majority of its visitors from nearby areas, those with clinics do so even more effectively. In H1 2024, some 83.6% of visitors to H-E-B came from less than 10 miles away. But for locations with primary care clinics, this share increased to 88.0%.
This suggests that wellness services are particularly appealing to nearby residents, strengthening H-E-B’s connection with local consumers even further. And for a grocery store centered on community engagement, the integration of health services into its offerings is proving to be a winning strategy.
H-E-B has been steadily expanding its primary care offerings since it launched the Wellness concept, adding two primary clinics at locations in Cypress, TX and Katy, TX in June 2023. Following the opening of these clinics – which operate Mondays through Fridays – both locations saw marked increases in the share of “Urban Cliff Dwellers” in their weekday captured markets. This STI: Landscape segment group encompasses families both with and without children, earning modest incomes and enjoying middle-class pleasantries.
Between June 2022 - May 2023, the share of “Urban Cliff Dwellers” in the weekday captured markets of the Cypress and Katy locations stood at 9.5% and 7.2%, respectively. But once the stores had clinics in place, those numbers jumped to 12.4% and 11.0%, respectively.
This increase in the stores’ reach among “Urban Cliff Dwellers” immediately following the clinics’ openings suggests that in addition to more affluent consumers, middle-class families also harbor considerable interest in these services. As more retailers continue making inroads into the healthcare sector, they may find similar success in attracting diverse groups of convenience-seeking shoppers.
As grocery stores lean into healthcare, they are transforming into multifaceted hubs that offer both essential health services and everyday shopping needs. Retailers like Kroger and H-E-B are reaping the benefits of boosted foot traffic, higher-income visitors, and strengthened community ties – while offering their shoppers convenience that helps streamline their daily routines.
Walmart, Target, and Costco are three of the most popular retailers in the country, drawing millions of shoppers through their doors each day. Each of these retail giants boasts distinct strengths and strategies that cater to their unique customer bases, allowing them to thrive in a highly competitive market.
This white paper takes a closer look at some of the factors that are helping the three chains flourish. How does Walmart’s positioning as a family-friendly retailer help it drive visits in its more competitive markets? How can Target leverage its reach to drive more loyal visits? And what does the increase in young shoppers frequenting membership warehouse clubs mean for Costco?
We dove into the location analytics to explore these questions further.
Examining monthly visitation patterns for the three retail giants shows Costco’s wholesale club model leading the way with consistent year-over-year (YoY) visit growth – ranging from 6.1% in stormy January 2024 to 13.3% in June. Family favorite Walmart followed closely behind, seeing YoY foot traffic growth during all but two months, when visits briefly trailed slightly behind 2023 levels before rebounding.
Target, meanwhile, had a slower start to the year, with visits trending below 2023 levels for most of January to April. Over this same period (the three months ending May 2024), Target reported a 3.7% decline in YoY comparable sales. But since then, things have begun to turn around for the chain, with YoY visits rising in May (2.5%), June (8.9%), and July (4.7%). This renewed visit growth into the second half of the year bodes well for the superstore – and the ongoing back-to-school season may well push visits up further as the summer winds down.
For all three chains, Q2 2024’s visit success has likely been bolstered in part by summer deals and intensifying price wars – as the retailers slash prices to woo inflation-weary consumers back to the store.
Over the past few years, consumer behaviors have been changing rapidly in response to shifting economic conditions. This next section explores some of these changes at Walmart, Target, and Costco, to better understand what may be driving these shifts.
One way that consumers have traditionally responded to inflation and other headwinds has been through the adoption of mission-driven shopping – making fewer, but longer, trips to retailers, so that every visit counts. Superstores and wholesale clubs, which offer one-stop shopping experiences, have long been prime destinations for these extended shopping trips. And even during periods when visits have lagged, these retailers have often benefited from extended dwell times – leading to bigger basket sizes.
A look at changes in average dwell times at Walmart and Target suggests that as YoY visits have picked up, dwell times have come down – perhaps reflecting a normalization of consumers’ shopping patterns. With inflation stabilizing and gas prices lower than they were in 2022 and 2023, customers may feel less pressure to consolidate shopping trips than they have in recent years.
In contrast, Costco’s comparatively long dwell times have remained stable over the past several years. The warehouse club’s bulk offerings, plentiful free samples, and inexpensive food court encourage shoppers to spend more time browsing the aisles than they would at other retailers. And even if mission-driven shopping continues to subside, Costco customers will likely keep on making extra-long shopping trips.
While inflation is cooling faster than expected, prices remain high, and new players are stepping into the retail space occupied by Walmart, Target, and Costco – especially dollar stores. Though higher-income customers increasingly rely on the three retail giants for many of their purchases, customers of more modest means are often drawn to the rock-bottom prices offered at dollar stores.
And analyzing the cross-shopping patterns of visitors to Walmart, Target, and Costco shows that growing shares of visitors to the three behemoths also visit Dollar Tree on a regular basis. In Q2 2019, the share of visitors to Walmart, Target, and Costco who frequented Dollar Tree at least three times ranged between 9.8% and 13.7%. But by Q2 2024, that share rose to 16.7%-21.6%.
Dollar Tree is leaning into this increased interest among superstore shoppers. Over the past year, Dollar Tree added some 350 Dollar Tree locations, even as it shuttered nearly 400 Family Dollar stores. And the chain recently acquired the leases of some 170 99 Cents Only Stores – offering Dollar Tree access to a customer base accustomed to buying everything from groceries to household goods. As Dollar Tree continues to grow its footprint and expand its food offerings, the chain will be better positioned than ever to provide a real challenge to Walmart, Target, and Costco.
Still, the three retail giants each have unique offerings that distinguish them from dollar stores. This next section examines what sets Walmart, Target, and Costco apart – and how they can continue to strengthen their competitive edge.
With competition on the rise, Walmart, Target, and Costco must display agility in navigating an ever-evolving market landscape. This section dives into the data for each chain’s more successful metro areas to see what factors are helping them outperform nationwide averages – and what metrics the retailers can harness to try to replicate these results nationwide.
Target recently expanded its Target Circle Rewards program, rolling out three new tiers for its 100 million members. And this focus on loyalty has proven successful for the chain. Demographic and visitation data reveal a strong correlation between the median household incomes (HHIs) of Target locations’ captured markets across CBSAs (core-based statistical areas), and their share of loyal visitors in Q2 2024: CBSAs where Target locations’ captured markets had higher median HHIs also tended to draw more repeat monthly visitors.
Target’s captured markets in the Los Angeles-Long Beach-Anaheim, LA CBSA, for example, featured a median HHI of $89.8K in Q2 2024 – and 48.0% of the chain’s LA visitors frequented a Target at least twice a month during the quarter. Target stores in the Chicago-Naperville-Elgin, IL-IN-WI CBSA, where the chain’s captured markets had a median HHI of $88.7K in Q2 2024, also had a loyalty rate of 48.0%.
Target generally attracts a more affluent audience than Walmart. And even as the superstore slashes prices to attract more price-conscious consumers, the retailer is also taking steps likely to enhance its popularity among higher-income households. In April 2024, Target debuted a paid membership tier within its loyalty program offering perks like same-day delivery for a fee. Maintaining and expanding these premium offerings will be key for Target as it seeks to attract more affluent customers and replicate its high-performing results in CBSAs nationwide.
The persistent inflation of the past few years, while challenging for some retailers, has also created new opportunities – particularly for wholesalers. Membership warehouse clubs, including Costco, are gaining popularity among younger shoppers, a cohort often looking for new ways to stretch their more limited budgets. An October 2023 survey revealed that nearly 15% of respondents aged 18 to 24 and 17% of those aged 25 to 30 shop at Costco.
A closer look at some of Costco’s best-performing CBSAs for YoY visit-per-location growth highlights the significance of these younger shoppers: In H1 2024, the company’s YoY visit-per-location growth was strongest in areas with higher-than-average shares of young urban singles.
For example, the San Diego-Chula Vista-Carlsbad, CA CBSA experienced visit-per-location growth of 10.4% YoY in H1 2024, while the nationwide average stood at 7.9%. And the CBSA’s share of Young Urban Singles, defined by the Spatial.ai: PersonaLive dataset as “singles starting their careers in trade and service jobs,” was 12.1%, well above Costco’s nationwide average of 7.3%.
Walmart is a one-stop shop for everything from affordable groceries to clothing to home furnishings, making it especially popular among families. The retailer actively courts this segment with baby offerings designed to meet the needs of both kids and parents, virtual offerings in the metaverse, and collectible toys.
And visitation data reveals a connection between the extent of different Walmart locations’ YoY visit growth and the share of households with children in their captured markets.
In H1 2024, nationwide visits to Walmart increased by 4.1% YoY, while the share of households with children in the chain’s overall captured market hovered just under the nationwide baseline. But in some CBSAs where Walmart outpaced this nationwide growth, the retail giant also proved especially adept at attracting parental households – outpacing relevant statewide baselines.
In Boston-Cambridge-Newton, MA, for example, Walmart experienced 5.0% YoY visit growth in H1 2024 – while the share of households with children in the chain’s local captured market stood 7% above the Massachusetts state average. And in Grand Rapids-Kentwood, MI, where Walmart’s share of parental households outpaced the Minnesota state average by an even wider 15% margin, the retailer saw impressive 7.3% YoY visit growth. This pattern repeated itself in other metro areas, suggesting that there may be a correlation between local Walmart locations’ visit growth and their relative ability to draw households with children.
Walmart can continue solidifying its market position by leaning into its family-oriented offerings and expanding its footprint in regions with growing populations of young families.
Walmart, Target, and Costco all experienced YoY visit growth in the final months of H1 2024, with Costco leading the way. And though the three chains still face considerable challenges, each one brings unique strengths to the table. By continuously innovating and responding to changing market conditions, Walmart, Target, and Costco can not only overcome obstacles but also leverage them to reinforce their market positions and drive continued growth.

The first Lollapalooza – a four-day music festival – took place in 1991. Chicago’s Grant Park became the event’s permanent home (at least in the United States) in 2005, drawing thousands of revelers and music fans to the park each year.
This year, the festival once again demonstrated its powerful impact on the city. On August 1st, 2024, visits to Grant Park surged by 1,313.2% relative to the YTD daily average, as crowds converged on the park to see Chappell Roan’s much-anticipated performance. And during the first three days of the event, the event drew significantly more foot traffic than in 2023 – with visits up 18.9% to 35.9% compared to the first three days of last year’s festival (August 3rd to 5th, 2023).
Lollapalooza led to a dramatic spike in visits to Grant Park – and it also attracted a different type of visitor compared to the rest of the year.
Analyzing Grant Park’s captured market with Spatial.ai’s PersonaLive dataset reveals that Lollapalooza attendees are more likely to belong to the “Young Professionals” and “Ultra Wealthy Families” segment groups than the typical Grant Park visitor.
By contrast, the “Near-Urban Diverse Families” segment group, comprising middle-class diverse families living in or near cities, made up only 6.5% of visitors during the festival, compared to 12.0% during the rest of the year.
Additionally, visitors during Lollapalooza came from areas with higher HHIs than both the nationwide baseline of $76.1K and the average for park visitors throughout the year. Understanding the demographic profile of visitors to the park during Lollapalooza can help planners and city officials tailor future events to these segment groups – or look for ways to make the festival accessible to a wider range of music lovers.
Lollapalooza’s impact on Chicago extended beyond the boundaries of Grant Park, with nearby hotels seeing remarkable surges in foot traffic. The Congress Plaza Hotel on South Michigan Avenue witnessed a staggering 249.1% rise in visits during the week of July 29, 2024, compared to the YTD visit average. And Travelodge on East Harrison Street saw an impressive 181.8% increase. These spikes reflect the festival’s draw not just for locals but for out-of-town visitors who fill hotels across the city.
The North Michigan Avenue retail corridor also enjoyed a significant increase in foot traffic during the festival, with visits on Thursday, August 1st 56.0% higher than the YTD Thursday visit average. On Friday, August 2nd, visits to the corridor were 55.7% higher than the Friday visit average. These numbers highlight Lollapalooza’s role in driving economic activity across Chicago, as festival-goers venture beyond the park to explore the city’s vibrant retail and hospitality offerings.
City parks often serve as community hubs, and Flushing Meadows Corona Park in Queens, NY, has been a major gathering point for New Yorkers. The park hosted one of New York’s most beloved summer concerts – Governors Ball – which moved from Governors Island to Flushing Meadows in 2023.
During the festival (June 9th -11th, 2024), musicians like Post Malone and The Killers drew massive crowds to the park, with visits soaring to the highest levels seen all year. On June 9th, the opening day of the festival, foot traffic in the park was up 214.8% compared to the YTD daily average, and at its height, on June 8th, the festival drew 392.7% more visits than the YTD average.
The park also hosted other big events this summer – a July 21st set by DMC helped boost visits to 185.1% above the YTD average. And the Hong Kong Dragon Boat Festival on August 3rd and 4th led to major visit boosts of 221.4% and 51.6%, respectively.
These events not only draw large crowds, but also highlight the park’s role as a space where cultural and civic life can find expression, flourish, and contribute to the health of local communities.
Analyzing changes in Flushing Meadows Corona Park’s trade area size offers insight into how far people are willing to travel for these events. During Governors Ball, for example, the park’s trade area ballooned to 254.5 square miles, showing the festival's wide appeal. On July 20th, by contrast, when the park hosted several local bands and DJs, the trade area was a much more modest 57.0 square miles.
Summer events drive community engagement, economic activity, and civic pride. Cities that invest in their parks and event hubs, fostering lively and inclusive spaces, can create lasting value for both residents and visitors, enriching the cultural and social life of urban areas.
For more data-driven civic stories, visit Placer.ai.
