Strategies for Retail Giants
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.
Year-Over-Year Visit Growth
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.
Changing Consumer Habits
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.
Less Mission-Driven Shopping – Except at Costco
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.
Increased Competition from Dollar Stores
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.
Inside the Giants’ Playbooks
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.
Wealthier Visitors Drive Loyalty at Target
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.
Costco’s Younger Audience
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’s Family-Friendly Focus
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.
The Winning Retail Edge
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.

Lollapalooza: Energizing Chicago
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).
Change In Visitor Profile
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.
Businesses Get Boosts
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.
Queens Keeps it Cool
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.
The Reach and Resonance of Events
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.
Ready, Set, Summer
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.
Shifting Tourism Patterns
The past few years have provided the tourism sector with a multitude of headwinds, from pandemic-induced lockdowns to persistent inflation and a rise in extreme weather events. But despite these challenges, people are more excited than ever to travel – more than half of respondents to a recent survey are planning on increasing their travel budgets in the coming months.
And while revenge travel to overseas destinations is still very much alive and well, the often high costs associated with traveling abroad are shaping the way people choose to travel. Domestic travel and tourism are seeing significant growth as more affordable alternatives.
This white paper takes a closer look at two of the most popular domestic tourism destinations in the country – New York City and Los Angeles. Over the past year, both cities have continued to be leading tourism hotspots, offering a wealth of attractions for visitors. What does tourism to these two cities look like in 2024, and what has changed since before the pandemic? How have inflation and rising airfare prices affected the demographics and psychographics of visitors to these major hubs?
Major Metropolitan Magnets For Domestic Tourism
Analyzing the distribution of domestic tourists across CBSAs nationwide from May 2023 to April 2024 reveals New York and Los Angeles to be two of the nation’s most popular destinations. (Tourists include overnight visitors staying in a given CBSA for up to 31 days).
The New York-Newark-Jersey City, NY-NJ-PA metro area drew the largest share of domestic tourists of any CBSA during the analyzed period (2.7%), followed closely by the Los Angeles-Long Beach-Anaheim, CA CBSA (2.5%). Other domestic tourism hotspots included Orlando-Kissimmee-Sanford, FL (tied for second place with 2.5% of visitors), Dallas-Fort Worth-Arlington, TX (1.9%), Las Vegas-Henderson-Paradise, NV (1.8%), Miami-Fort Lauderdale-Pompano Beach, FL (1.8%), and Chicago-Naperville, Elgin, IL-IN-WI (1.6%).
New York City - An East Coast Destination
The Big Apple. The City That Never Sleeps. Empire City. Whatever it’s called, New York City remains one of the most well-known tourist destinations in the world. And for many Americans, New York is the perfect place for an extended weekend getaway – or for a multi-day excursion to see the sights.
Flocking to the Big Apple From Nearby Metro Areas
But where do these NYC-bound vacationers come from? Diving into the data on the origin of visitors making medium-length trips to New York City (three to seven nights) reveals that increasingly, these domestic tourists are coming from nearby metro areas.
Between 2018-2019 and 2023-2024, for example, the number of tourists visiting New York City from the Philadelphia metro area increased by 19.2%.
The number of tourists coming from the Boston and Washington, D.C metro areas, and from the New York CBSA itself (New York-Newark-Jersey City, NY-NJ-PA) also increased over the same period.
Meanwhile, further-away CBSAs like San Francisco-Oakland-Berkeley, CA, Atlanta-Sandy Springs-Alpharetta, GA, and Miami-Fort Lauderdale-Pompano Beach, FL fed fewer tourists to NYC in 2023-2024 than they did pre-pandemic. It seems that residents of these more distant metro areas are opting for vacation destinations closer to home to avoid the high costs of air travel.
Younger Travelers Visit NYC
Diving even deeper into the characteristics of visitors taking medium-length trips to New York City reveals another demographic shift: Tourists staying between three and seven nights in the Big Apple are skewing younger.
Between 2018-2019 and 2023-2024, the share of visitors to New York City from areas with median ages under 30 grew from 2.1% to 4.5%. Meanwhile, the share of visitors from areas with median ages between 31 and 40 increased from 34.3% to 37.7%.
The impact of this trend is already being felt in the Big Apple, with The Broadway League reporting that the average age of audiences to its shows during the 2022- 2023 season was the youngest it had been in 20 seasons.
New York City Attractions Draw Younger Visitors
The shift towards younger tourists can also be seen when examining the psychographic makeup of visitors to popular attractions in New York City. Analyzing the captured markets of major NYC landmarks with data from Spatial.ai’s PersonaLive dataset reveals an increase in households belonging to the “Educated Urbanites” segment between 2018-2019 and 2023-2024.
These well-educated, young singles are increasingly visiting iconic NYC venues such as the Whitney Museum of American Art, The Metropolitan Museum of Art, The American Museum of Natural History, and the Statue of Liberty. This shift highlights the growing popularity of these attractions among young, educated singles, reflecting a broader trend of increased domestic tourism among this demographic.
New York City’s tourism sector is adapting to meet the changing needs of travelers, fueled increasingly by younger visitors who may be unable to take a costly international vacation. How have travel patterns to Los Angeles changed in response to increasing travel costs?
Los Angeles - A West Coast Favorite
Tourism to Los Angeles Fed By Households of Modest Means
While New York City is the East Coast’s tourism hotspot, Los Angeles takes center stage on the West Coast. And as overseas travel has become increasingly out of reach for Americans with less discretionary income, the share of domestic tourists originating from areas with lower HHIs has risen.
Before the pandemic, 57.6% of visitors to LA came from affluent areas with median household incomes (HHIs) of over $90K/year. But by 2023-2024, this share decreased to 50.7%. Over the same period, the share of visitors from areas with median HHIs between $41K and $60K increased from 9.7% to 12.5%, while the share of visitors from areas with HHIs between $61K and $90K rose from 32.1% to 35.8%.
Higher Shares of Middle-Income Families Visit Los Angeles
Diving into the psychographic makeup of visitors to popular Los Angeles attractions – Universal Studios Hollywood, Disneyland California, the Santa Monica Pier, and Griffith Observatory – also reflects the above-mentioned shift in HHI. The captured markets of these attractions had higher shares of middle-income households belonging to the “Family Union” psychographic segment in 2023-2024 than in 2018-2019.
Experian: Mosaic defines this segment as “middle income, middle-aged families living in homes supported by solid blue-collar occupations.” Pre-pandemic, 16.0% of visitors to Universal Studios Hollywood came from trade areas with high shares of “Family Union” households. This number jumped to 18.8% over the past year. A similar trend occurred at Disneyland, Santa Monica Pier, and Griffith Observatory.
Californians Love Los Angeles
And like in New York City, growing numbers of visitors to Los Angeles appear to be coming from nearby areas. Between 2018-2019 and 2023-2024, the share of in-state visitors to major Los Angeles attractions increased substantially – as people likely sought to cut costs by keeping things local.
Pre-pandemic, for example, 68.9% of visitors to Universal Studios Hollywood came from within California – a share that increased to 72.0% over the past year. Similarly, 59.7% of Griffith Observatory visitors in 2018-2019 came from within the state – and by 2023-2024, that number grew to 64.7%.
Final Tourist Destination
Even when times are tight, people love to travel – and New York and Los Angeles are two of their favorite destinations. With prices for airfare, hotels, and dining out increasing across the board, younger and more price-conscious households are adapting, choosing to visit nearby cities and enjoy attractions closer to home. And as the tourism industry continues its recovery, understanding emerging visitation trends can help stakeholders meet travelers where they are.




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