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In this blog, we dive into the latest location analytics and demographic data for luxury retailers and high-end department stores and take a closer look at consumer behavior in the upscale shopping space.
Over the past year, the Placer.ai Luxury Retail Index – including brands like Louis Vuitton, Tiffany & Co., and Chanel – saw year-over-year (YoY) foot traffic growth during crucial shopping seasons. May and June 2023 had significant increases in YoY visits, perhaps due to an influx of recreational shoppers on summer vacation, and July saw an uptick as well. YoY visits peaked again in November and December, likely reflecting the popularity of upscale retail corridors during the all-important holiday shopping season.
Some of this strength may be a result of affluent consumers refocusing their shopping on the U.S.: In 2022, many high-income shoppers chose to purchase big-ticket items abroad due to various economic benefits. But by 2023, demand for domestic luxury retail appeared to rebound, as some upscale retail clients “repatriated” their discretionary dollars.
To be sure, visit gaps re-emerged in some months of early 2024 – though these are partly attributable to factors like January’s unusually stormy weather and an April calendar shift. (April 2024 had one fewer Saturday than April 2023, providing less opportunity for visits in the highly discretionary category). But March 2024 also saw YoY visit growth. And given how well luxury retailers performed during their busiest months of year, the category may very well rally once again heading into the summer.

Recent location intelligence also offers encouraging signs from the high-end department store space.
Like luxury retailers, high-end department stores saw narrowing visit gaps during the peak holiday shopping season – with Saks Fifth Avenue seeing a YoY uptick in November 2024, and Neiman Marcus seeing one in December.
In March 2024, YoY traffic turned positive for Nordstrom (3.3%), Bloomingdale’s (3.1%), and Neiman Marcus (3.1%), while Saks Fifth Avenue had just a -0.6% visit gap. And although April 2024 was a challenging month for the retailers, perhaps due in part to the calendar shift mentioned above, all four upscale department stores outperformed the traditional apparel category – another indication that high-end department stores may be poised for a comeback.

Analyzing demographic changes in the captured markets of both luxury brands and high-end department stores indicates that increasingly affluent consumers are the main drivers of visits to the segment. (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).
Over the last four quarters, visitors to luxury retailers and high-end department stores came from areas with higher median household incomes (HHIs) than in previous years. For example, during the period between Q2 2023 and Q1 2024, the median HHI of Bloomingdale’s captured market was $122.1K, an increase from $119.7K between April 2022 and March 2023, and $117.3K from April 2021 to March 2022.
In the face of recent inflationary pressures, aspirational luxury shoppers (who tend to be slightly less affluent) are likely quicker to adjust their behavior and trade down to more affordable brands. Meanwhile, prestige luxury shoppers – those with the highest incomes – tend to be relatively resilient, and so are able to continue shopping at their favorite luxury brands, driving up the HHI in these retailers’ trade areas.

Luxury retailers and high-end department stores have had recent foot traffic successes, while their clientele has become increasingly affluent. Will these brands continue their upward visit trajectories – and how will they leverage affluent foot traffic going forward?
Visit Placer.ai to find out.

Discretionary retail has faced its fair share of headwinds over the past few years, from pandemic-related restrictions to inflation. And while prices have stabilized, subdued consumer confidence continues to weigh on non-essential segments. But even in this challenging environment, some companies, like Ulta Beauty, are continuing to see visit growth, while others, like Gap Inc. and its portfolio of apparel brands, are making a comeback.
With Q2 2024 well underway, we take a look at the foot traffic patterns for these companies to see how they are faring.
In 2020, Placer.ai predicted that Ulta Beauty would be an unstoppable force in beauty retail – and the chain has impressed ever since. Over the past several years, Ulta has been on a consistent upward visit trajectory, propelled by strong demand for affordable luxuries (the so-called “Lipstick Effect”), and consumer interest in self-care.
And though the pace of Ulta’s tremendous YoY visit growth has moderated somewhat in recent months, the beauty giant continues to thrive – drawing even more visitors in early 2024 than during the equivalent period of last year. Between January and April 2024, YoY visits to the beauty retailer remained consistently elevated, outperforming the wider Beauty & Wellness space.

The fashion segment has experienced rising prices and persistent inflation over the past few years, leading to a new era of discount and thrift shopping. And iconic apparel retailers like Gap Inc – operator of Gap, Old Navy, Athleta, and Banana Republic – have not been immune to the challenges facing the category.
But through a combination of high-profile hirings and revitalized branding efforts, Gap Inc. has been readying itself for a comeback. In Q4 2023, the retailer announced stronger-than-expected results, driven primarily by Gap and Old Navy. And recent foot traffic to the company’s largest brands provides further evidence that its turnaround efforts may be starting to bear fruit.
During the all-important November and December shopping season last year, Gap and Old Navy saw YoY visits hold steady or increase, outpacing the wider Apparel space. In January 2024, visits to the two chains declined in the wake of an Arctic blast that kept many shoppers at home. But in February, Gap enjoyed a 0.7% YoY visit bump, while Old Navy saw just a mild drop – less than that of the overall Apparel category. In March 2024, both Gap and Old Navy enjoyed strong YoY visit growth, far outperforming overall Apparel – likely driven by sales events held by each brand. And though April saw YoY visits decline once again, with the two chains falling behind Apparel, drilling down into weekly data offers a different perspective.

Both Gap and Old Navy started off April with lackluster YoY performance, perhaps due in part to the comparison to an early April 2023 that included Easter weekend. But towards the end of April and beginning of May, Gap and Old Navy’s’ visit gaps narrowed – with some weeks seeing positive YoY visit growth, and with the two chains once again either nearly on par with, or outperforming, overall Apparel.

Gap Inc. itself is bullish about what the next year holds in store, with big names like Zak Posen joining the Gap family in hopes of propelling the company forward. Though it may be premature to declare an end to the troubles that have plagued the clothier in recent years, early 2024 foot traffic provides further evidence that the company is heading in the right direction.
Ulta continues to experience visit growth, highlighting Beauty’s enduring appeal. Meanwhile, Gap and Old Navy are witnessing narrowed visit gaps and some weekly visit growth.
Is the Apparel segment making a comeback? Can the Beauty segment sustain its positive momentum indefinitely?
Visit Placer.ai to keep up to date with the latest retail developments.

We dove into the data to check in with specialty discount chains Ollie’s Bargain Outlet and Five Below. How did they fare in early 2024? And what can the two brands’ recent performance tell us about what lies in store for them in the months ahead?
A quest for bargains and the promise of unexpected finds have kept Discount & Dollar Store shoppers coming so far in 2024. Despite lapping a strong 2023, foot traffic to Ollie’s Bargain Outlet and Five Below remained consistently above last year’s levels between January and April 2024, partly due to the chains’ continued expansions.
Though both chains draw Easter shoppers with special seasonal offerings, Five Below’s primary focus on low-ticket recreational merchandise makes it a natural destination for shoppers eager to fill their baskets with candy and other inexpensive holiday items. And Q1 2024 foot traffic to the chain appeared to be shaped by Easter shopping patterns. The brand’s YoY visits increased significantly in February with the roll-out of holiday wares, and the Saturday before Easter (March 30th, 2024) saw a sizable foot traffic boost that was 38.7% above the chainwide average for Saturdays in Q1 2024 – contributing to the month’s elevated visits overall. This pull-forward in demand, together with the comparison to an April 2023 that included Easter Sunday, at least partially explains Five Below’s more modest visit growth in April.
For both Ollie’s and Five Below, strong traffic since the beginning of the year indicates continued YoY gains may be expected in the months ahead.

In addition to YoY visit growth in the early months of 2024, Ollie’s and Five Below are seeing elevated weekend visits and an increase in longer visits, indicative of a robust treasure-hunting culture that is driving demand.
In Q1 2024, 37.8% of visits to Ollie’s and 37.4% of Five Below’s visits occurred on weekends, while weekend visits accounted for only 32.8% of visits to the wider Discount & Dollar Store category. This is likely due to Ollie’s and Five Below’s growing notoriety as destinations for treasure hunting – a pastime perhaps preferred at the end of the work week when schedules are more flexible.
Meanwhile, the share of visits lasting over 30 minutes in Q1 2024 increased for both brands YoY, even as it slightly declined for the category as a whole. This indicates that shoppers drawn to Ollie’s and Five Below’s recreational vibes spent even more time browsing the aisles in Q1 2024 than they did last year. Ollie’s closeout buying model and shifting array of steeply discounted brand name merchandise is especially conducive to the thrill of the hunt – and the chain saw a remarkable 41.3% of visits lasting more than half an hour in Q1.

Ollie’s Bargain Outlet and Five Below continue to demonstrate their consumer appeal in 2024. As the brands expand, holidays prove to be retail highlights while a culture of treasure hunting has shown its capacity to drive consistent traffic.
For more data-driven retail insights, visit Placer.ai.

In the spirit of retail quarterly earnings season, it has been eye-opening to see the disparity in performances, especially among specialty retailers. This week, Urban Outfitters, Inc. (URBN) reported first quarter earnings, with comparable dollar sales up 4.6%, a strong growth number compared to many in the industry. Urban Outfitters, Inc. benefitted from a diversified retail portfolio, with the growth stemming from its Anthropologie, Free People and Nuuly brands, both in-store and online, while its namesake brand continues to be challenged over the past few years. As far as specialty apparel retailers go, the company has done a fantastic job of creating retail experiences that are unique and irreplaceable for their customers, and finding true competitors of its brands proves difficult.
Looking at Q1 2024 traffic performance, Free People and Anthropologie led the way, echoing the earnings release. Free People visits, excluding FP Movement, grew 8% year-over-year and Anthropologie saw an increase in traffic of 5% year-over-year. Urban Outfitters, on the other hand, actually saw traffic levels beat sales performance, with traffic flat compared to Q1 2023.
Anthropologie, despite retail and economic headwinds, has tightened up its value proposition to consumers and has a clear vision of its target shopper. Using Spatial.ai’s PersonaLive segmentation (as shown below), Anthropologie attracted the most visits from Ultra Wealthy Families in Q1 2024, followed by Young Professionals and Sunset Boomers. Compared to the other portfolio brands, Anthropologie attracts a higher median income consumer and over indexes with more mature consumers, two groups that have higher levels of spending power in today’s economy and haven’t decidedly altered their retail habits as much as middle- and lower-income shoppers. Anthropologie has clearly benefited from the strength of its visitors, and its curated multi-category retail experience that has shielded the chain from the struggles of other home furnishing and apparel retailers. It will be interesting to watch if the brand is able to continue to maintain its success through the remainder of the year if economic conditions become further challenged.
Free People appeals to a consumer somewhat in the middle of both Anthropologie and Urban Outfitters, and has been able to capitalize on Anthropologie’s success and hedge against Urban Outfitters’ struggles. Free People’s design sense makes it a crowd-favorite but also a source for many “dupes” on other retail platforms; however, the influx of similar designs haven’t seen to slow their momentum. FP Movement, the brand’s athleisure line that also has stand alone retail locations, has been another lever for growth. Using Placer.ai to look at three FP movement locations compared to the Free People chain, FP movement grew visits faster than the parent brand, and also had a higher dwell time. Urban Outfitters, Inc. disclosed that dollar sales for Free People were up almost 18% in Q1 2024, but the company doesn't break out sales between FP Movement and Free People. There are some risks with the athleisure market, as brands face softening performance and consumers shift away from more discretionary apparel categories. FP movement has created core and in-demand silhouettes that drive traffic, but with fashion trends, that may not be enough to sustain long-term visit growth.
Finally, there’s the lackluster performance from the namesake brand. Younger adults have so many retail options at their fingertips that retailers who cater to these consumers can often be lost in the shuffle, especially with so much competition coming from online and offline retail. Urban Outfitters long curated a distinct look and feel, as well as a mix of national brands and private labels that differentiated it from competitors; with retailers in similar price bands like Abercrombie & Fitch staging a comeback, Urban Outfitters has lost its footing. Looking into the consumer segments using Spatial.ai’s PersonaLive, Educated Urbanites and Young Professionals top Urban Outfitters segmentation; price-sensitivity could be making younger shoppers more discerning in their apparel purchases. Off-price may also be a factor here and provide higher levels of competition for the customer base. Urban Outfitters holds a lot of brand value, and if the brand is able to right size assortments and value in the short term, there could be upside to bring it closer to its sister brands.
Compared to most of the specialty retail narratives out in the market, Urban Outfitters, Inc. has a lot of positive momentum with a few of its brands. Nuuly, its subscription rental service, was also called out as a positive highlight of the quarter, and learnings about consumer preferences through that service could help to inform the go-forward strategies at Anthropologie, Free People and Urban Outfitters. There is a lot to celebrate as it relates to its discretionary retail fleet, despite the challenges at the namesake brand, and proves that specialty retail that still feels “special” has consumers' lasting attention.

Earlier this week, we attended the National Restaurant Association show in Chicago and had the chance to speak with a wide range of restaurant owner/operators (large chains, small chains, independents, and franchisees) as well as their vendors, distributors, and other technology solutions. We’ve already seen some great recaps of the event (including one from Nation’s Restaurant News), but we thought we’d offer some of our own observations from the event.
Fierce Fight for Visits Amid New Sources of Competition
We discussed this during our trade show preview last week, but concerns about slowing foot traffic trends and increased competition with alternative food retail channels like grocery, dollar stores, and convenience stores was easily the number one topic of discussion at the event. Most operators we spoke with acknowledged flat or year-over-year declines in comparable visits, which is consistent with the year-to-date on most of the restaurant subcategories we monitor (below)
Most of the restaurant executives we spoke to at the event also noted the improvements of prepared food offerings in the grocery and c-store channels as a competitive headwind. One executive even told us that “C-stores have gone from copying QSR category innovations to setting the bar higher in many ways.” We’ve seen this in the channel shift taking place across the food retail category, which we touched upon last week.
As it pertains to competition in the months ahead, operators across all categories admitted that they were curious about the ripple effect of McDonald’s plans to launch a $5 value menu on June 25 (which will run for a month). We’re already starting to see competitors try to front-run McDonald’s $5 value menu, and there will likely be others who introduce similar promotions in the coming weeks. While these offers are likely to help QSR chains recapture some of the visits lost to other channels, these chains will likely need to continue with their value messaging in the back half of the year (especially with the rollbacks taking place at Walmart, Target, and other superstore chains) while also committing to more menu innovation than we’ve seen year-to-date.
Coffee’s Momentum Continues–With A Notable Outlier
One of the two subcategories that is seeing year-over-year increases is coffee. Some of this growth has been fueled by expansion plans of Dutch Bros, 7 Brew Coffee, 151 Coffee, Scooter’s Coffee, Philz Coffee, particularly in the South and Southeast U.S. (something we touched on late last year). Below, we’ve put together a custom chain of drive-thru focused chains versus the category average to put some context behind where the growth in the category is coming from (although the category itself as a whole continues to see healthy growth).
Starbucks–which reported a 7% decline in comparable transactions during its January-March 2024 quarter–is one of the key outliers from this category. Starbucks CEO Laxman Narasimhan called the company’s performance “disappointing” on its most recent update call. There have been no shortage of opinions on why the chain has underperformed, but our data continues to indicate that occasional visitors are the root of the softer visitation trends, much like they were last quarter. To reverse these trends, the company has already launched flavored pearls for a series of summer seasonal drinks and an improved blueberry muffin. Additionally, the company plans to launch more sugar-free customization options (including syrups) as well as a zero-to-low-calorie energy beverage.
Casual Dining’s Quiet Comeback
The other restaurant category posting seeing year-over-year growth may come as a surprise: casual-dining chains. After a slow start to the year due to weather, the category has generally seen low-single-digit growth on a year-over-year basis (something Placer’s blog team pointed out a few weeks ago). Several executives in the casual dining space we spoke with noted that they had started to see improving trends, with a few citing a narrowing price gap with QSR/fast casual chains (in other words, if consumers are going to pay the same price per entree, they’ll gravitate toward casual dining) as well as a continued propensity to spend for events/holidays (a theme we touched on repeatedly in the past).
Where is the growth coming from? There are a couple of expected categories, including steakhouses, breakfast-first concepts, and eatertainment. Asian concepts have also performed well this year, helped by growth from experiential concepts like Kura Sushi and GEN Korean BBQ.
On the other end of the spectrum, we see weakness in Mexican and Seafood concepts. Seafood should not come as a surprise given that one of other notable development in the restaurant industry this week was Red Lobster’s bankruptcy announcement. The company's Endless Shrimp promotion has been widely blamed for the company's bankruptcy filing--and our visitation data does show a spike in visits coinciding with the promotion--but there were certainly other factors such as unfavorable lease terms that played a part.

It’s been nicknamed the “Superbowl for Dealmakers” and this year’s packed ICSC Las Vegas conference paved the way for tons of pipelines. All had comfy shoes on, phones ready to scan badges, and everyone was eager to learn and network.
Based on the buzz in the booths, it’s clear that dealmakers were happy to be able to meet face-to-face. High-demand retail locations are staying strong and able to command higher rents. However, there are also landlords in areas with less demand willing to negotiate and toss in reduced rent or concessions. With higher costs for construction and borrowing and limited supply in hot areas, both landlord and tenants are getting creative with solutions. Some are carving up vacant anchors for non-traditional tenants or experimenting with smaller footprints and more curated merchandise. Kroger is launching new concepts within the ethnic grocery space. Meanwhile others are taking advantage of large spaces to create experiential flagships, as we noted in the panel on “Shifting Store Formats” that Placer participated in, along with Kohl’s, CBRE, and Colliers. Other fascinating panels included understanding the impact of influencer marketing and innovations that are revolutionizing the shopping experience.
In a panel on “The Office - The Effect of Flexible Work Models on Foot Traffic,” a panel including Avison Young, CBRE, and Placer discussed how shoppers are shifting their times and locations for shopping, dining, fitness, and entertainment as a result of migration and varying remote and hybrid work schedules.
Over the course of the conference, one city kept popping up in conversation and that city was Miami. Whether it was cocktail party conversation, pub crawl chit chat, or booth banter, people kept lauding how this city barely missed a beat during COVID, new residents kept flocking in, its vibrant and cosmopolitan feel, and the opportunity for new concepts and store openings here. Let’s unpack some of the things happening in Miami.
Migration
Using Placer’s Migration Dashboard and honing on our Migration Draw tool, we see that Miami’s coastal areas are extremely attractive to residents.

Some of the factors that most affect Miami’s desirability include weather, being pedestrian-friendly, and superior access to restaurants and nightlife.

There are of course some trade-offs as well, such as higher housing costs and overall cost of living than many transplants’ original locales.

Nightlife
If you want to party in the city where the heat is on, Miami's the place for you. Taking a look at the time period of 6pm- midnight, nightlife visits in Miami outnumber those in East Williamsburg, Capitol Hill, or Deep Ellum.
Return to Office
In an interesting twist, Miami also leads in having the highest rate of return-to-office. How do they manage to do that if they’ve been out partying? It’s likely a work hard/play harder mentality. Or, like many at ICSC mentioned, Miami never really closed down as much as other cities during Covid, hence there is less to recover from. Placer's Office Dashboard notes that Miami is in the lead with the highest recovery rate.

Shopping and Entertainment
For those who love all things retail, there are plenty of shopping centers and shopping areas to choose from. Brickell City Centre has seen some of the largest year-over-year increases. Meanwhile, Aventura’s April visits are up considerably compared to last year. The Miami Design District, which the Anchor has written about previously, has also been showing consistent year-over-year growth this year.
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.
The pandemic and economic headwinds that marked the past few years presented the multi-billion dollar hotel industry with significant challenges. But five years later, the industry is rallying – and some hotel segments are showing significant growth.
This white paper delves into location analytics across six major hotel categories – Luxury Hotels, Upper Upscale Hotels, Upscale Hotels, Upper Midscale Hotels, Midscale Hotels, and Economy Hotels – to explore the current state of the American hospitality market. The report examines changes in guest behavior, personas, and characteristics and looks at factors driving current visitation trends.
Overall, visits to hotels were 4.3% lower in Q2 2024 than in Q2 2019 (pre-pandemic). But this metric only tells part of the story. A deeper dive into the data shows that each hotel tier has been on a more nuanced recovery trajectory.
Economy chains – those offering the most basic accommodations at the lowest prices – saw visits down 24.6% in Q2 2024 compared to pre-pandemic – likely due in part to hotel closures that have plagued the tier in recent years. Though these chains were initially less impacted by the pandemic, they were dealt a significant blow by inflation – and have seen visits decline over the past three years. As hotels that cater to the most price-sensitive guests, these chains are particularly vulnerable to rising costs, and the first to suffer when consumer confidence takes a hit.
Luxury Hotels, on the other hand, have seen accelerated visit growth over the past year – and have succeeded in closing their pre-pandemic visit gap. Upscale chains, too, saw Q2 2024 visits on par with Q2 2019 levels. As tiers that serve wealthier guests with more disposable income, Luxury and Upscale Hotels are continuing to thrive in the face of headwinds.
But it is the Upper Midscale level – a tier that includes brands like Trademark Collection by Wyndham, Fairfield by Marriott, Holiday Inn Express by IHG Hotels & Resorts, and Hampton by Hilton – that has experienced the most robust visit growth compared to pre-pandemic. In Q2 2024, Upper Midscale Hotels drew 3.5% more visits than in Q2 2019. And during last year’s peak season (Q3 2023), Upper Midscale hotels saw the biggest visit boost of any analyzed tier.
As mid-range hotels that still offer a broad range of amenities, Upper Midscale chains strike a balance between indulgence and affordability. And perhaps unsurprisingly, hotel operators have been investing in this tier: In Q4 2023, Upper Midscale Hotels had the highest project count of any tier in the U.S. hotel construction and renovation pipeline.
The shift in favor of Upper Midscale Hotels and away from Economy chains is also evident when analyzing changes in relative visit share among the six hotel categories.
Upper Midscale hotels have always been major players: In H1 2019 they drew 28.7% of overall hotel visits – the most of any tier. But by H1 2024, their share of visits increased to 31.2%. Upscale Hotels – the second-largest tier – also saw their visit share increase, from 24.8% to 26.1%.
Meanwhile, Economy, Midscale, and Upper Upscale Hotels saw drops in visit share – with Economy chains, unsurprisingly, seeing the biggest decline. Luxury Hotels, for their parts, held firmly onto their piece of the pie, drawing 2.8% of visits in H1 2024.
Who are the visitors fueling the Upper Midscale visit revival? This next section explores shifts in visitor demographics to four Upper Midscale chains that are outperforming pre-pandemic visit levels: Trademark Collection by Wyndham, Holiday Inn Express by IHG Hotels & Resorts, Fairfield by Marriott, and Hampton by Hilton.
Analyzing the captured markets* of the four chains with demographics from STI: Popstats (2023) shows variance in the relative affluence of their visitor bases.
Fairfield by Marriott drew visitors from areas with a median household income (HHI) of $84.0K in H1 2024, well above the nationwide average of $76.1K. Hampton by Hilton and Trademark Collection by Wyndham, for their parts, drew guests from areas with respective HHIs of $79.6K and $78.5K – just above the nationwide average. Meanwhile, Holiday Inn Express by IHG Hotels & Resorts drew visitors from areas below the nationwide average.
But all four brands saw increases in the median HHIs of their captured markets over the past five years. This provides a further indication that it is wealthier consumers – those who have had to cut back less in the face of inflation – who are driving hotel recovery in 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.)
Much of the Upper Midscale visit growth is being driven by chain expansion. But in some areas of the country, the average number of visits to individual hotel locations is also on the rise – highlighting especially robust growth potential.
Analyzing visits to existing Upper Midscale chains in four metropolitan areas with booming tourism industries – Salt Lake City, UT, Palm Bay, FL, San Diego, CA, and Richmond, VA – shows that these markets feature robust untapped demand.
Utah, for example, has emerged as a tourist hotspot in recent years – with millions of visitors flocking each year to local destinations like Salt Lake City to see the sights and take in the great outdoors. And Upper Midscale hotels in the region are reaping the benefits. In H1 2024, the overall number of visits to Upper Midscale chains in Salt Lake City was 69.4% higher than in H1 2019. Though some of this increase can be attributed to local chain expansion, the average number of visits to each individual Upper Midscale location in the area also rose by 12.5% over the same period.
Palm Bay, FL (the Space Coast) – another tourist favorite – is experiencing a similar trend. Between H1 2019 and H1 2024, overall visits to local Upper Midscale hotel chains grew by 36.4% – while the average number of visits per location increased a substantial 16.9%. Given this strong demand, it may come as no surprise that the area is undergoing a hotel construction boom. Upper Midscale hotels in other areas with flourishing tourism sectors, like San Diego, CA and Richmond, VA, are seeing similar trends, with increases in both overall visits and and in the average number of visits per location.
Though Economy chains have underperformed versus other categories in recent years, the tier does feature some bright spots. Some extended-stay brands in the Economy tier – hotels with perks and amenities that cater to the needs of longer-stay travelers – are succeeding despite category headwinds.
Choice Hotels’ portfolio, for example, includes WoodSpring Suites, an Economy chain offering affordable extended-stay accommodations in 35 states. In H1 2024, the chain drew 7.7% more visits than in the first half of 2019 – even as the wider Economy sector continued to languish. InTown Suites, another Economy extended stay chain, saw visits increase by 8.9% over the same period.
And location intelligence shows that the success of these two chains is likely being driven, in part, by their growing appeal to young, well-educated professionals. In H1 2019, households belonging to Spatial.ai: PersonaLive’s “Young Professionals” segment made up 9.6% of WoodSpring Suites’ captured market. But by H1 2024, the share of this group jumped dramatically to 13.3%. At the same time, InTown Suites saw its share of Young Professionals increase from 12.0% to 13.4%.
Whether due to an affinity for prolonged “workcations” (so-called “bleisure” excursions) or an embrace of super-commuting, younger guests have emerged as key drivers of growth for the extended stay segment. And by offering low–cost accommodations that meet the needs of these travelers, Economy chains can continue to grow their share of the pie.
The hospitality industry recovery continues – led by Upper Midscale Hotels, which offer elevated experiences that don’t break the bank. But today’s market has room for other tiers as well. By keeping abreast of local visitation patterns and changing consumer profiles, hotels across chain scales can personalize the visitor experience and drive customer satisfaction.
