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What does 2024 hold for malls and shopping centers? We dove into the data to unearth the trends likely to shape the space in the coming year.
The move towards greater tenant diversity in malls shaped the shopping center space in recent years, and the trend appears set to be taken to the next level in 2024. Placemaking – crafting public spaces that go beyond utilitarian needs to foster social interaction and exchange – is at the forefront of many urban development initiatives, and the trend is already boosting retail performance in successful placemaking projects.
Fenton, a mixed-use district in Cary, N.C., opened in June 2022. The project showcases the potential of placemaking to transform an underutilized space into a vibrant “live-work-play” community with something for individuals and families of all ages. The retail and entertainment village includes shops, restaurants, seasonal attractions, entertainment venues, and other diverse offerings that are establishing Fenton as a community hub and a prime destination for residents. Visits were up 53.2% between July and December 2023 compared to the same period in 2022, while median dwell time increased from 64 to 83 minutes.
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Across the country, in Phoenix, AZ, Park Central Mall – the state’s first open-air shopping center – was also redesigned as a mixed-use development Park Central. The complex includes restaurants, office space, medical facilities, and bioscience research labs, with more hospitality and housing under construction. And although the project first reopened in 2019, visits to the revitalized Park Central continue to grow – between 2022 and 2023, foot traffic to Park Central increased by 32.8% while median dwell time grew from 75 to 80 minutes.
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In 2023, malls attracted relatively high income shoppers – and as the trend is likely to continue in 2024, with high-income shoppers displaying significantly stronger consumer confidence than their middle- and low-income counterparts.
Households in the potential market trade areas of Indoor Malls, Open-Air Lifestyle Centers, and Outlet Malls tended to have higher incomes relative to the nationwide median – and the median HHI was even higher in the malls’ captured market trade area. This means that many of these malls are located within relatively affluent communities (hence the relatively high potential market median HHI) and attract the higher-income shoppers within those areas (as shown by the even higher captured market median HHI).
With middle-income shoppers expected to tighten their budgets in 2024, high-income consumers will likely remain a significant share of mall-goers in 2024 as well.
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Malls used to be the place for teens to hang out on weekends – and it looks like shopping centers are once again attracting younger generations of consumers. Between 2019 and 2023, the share of “Young Professionals” and “Young Urban Singles” in the captured market trade areas of Indoor Malls, Open-Air Shopping Centers, and Outlet Malls increased. At the same time, the share of older segments – “Suburban Boomers” and “Sunset Boomers” – decreased.
As Gen-Z shoppers rediscover physical stores and increasingly seek out the mall-going experience, the share of younger consumers visiting shopping centers may well grow larger in the upcoming year.
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Last year’s ongoing inflation brought a unique set of challenges to a brick-and-mortar space still recovering from the pandemic’s impact. But 2023 ended with a surge in consumer confidence, and 2024 may well bring a positive shift to malls and the wider retail landscape. And shopping centers – especially those that offer a diversity of experience and succeed in catering high-income and/or younger shoppers – can take advantage of the opportunities in the year ahead.
For more data-driven insights, visit placer.ai/blog.
Few things are as universally loved as freshly baked bread. And the options for where to find a loaf are plentiful, from local artisan shops to bakery chains to grocery store bread counters. Is there room in the crowded bakery scene for everyone? We take a closer look at the visitation data for a few bakery chains that are on the rise to find out.
Paris Baguette, the South Korean bakery and cafe chain, inaugurated its first U.S. store in Los Angeles in 2005. True to its name, the chain offers a menu inspired by classic French boulangeries with a Korean twist – think mochi donuts sold alongside croissants.
Paris Baguette hopes to operate 1,000 stores across the country by 2030; to that end, it embraced a franchising approach in 2015 to accelerate growth and store openings. Visitation patterns suggest that this move has proven itself to be a winning one.
Examining the change in monthly visits to Paris Baguette locations since November 2019 underscores the brand’s remarkable growth. The chain operated 77 stores in the U.S. in November 2019; today, that number has nearly doubled. And visits have soared accordingly, with December 2023 seeing 96.7% more monthly visits than December 2019.
As Paris Baguette continues to see its success rising, the bakery chain appears well-positioned to maintain its momentum and achieve its ambitious expansion plans.
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85°C Bakery, often dubbed the "Starbucks of Taiwan," made its way to the U.S. in 2008. The chain, which operated 59 U.S. stores as of March 2023 in addition to its significant international presence, seeks to solidify its standing in the American market.
Named after the ideal coffee-brewing temperature, 85°C has enjoyed year-over-year (YoY) foot traffic growth throughout most of 2023. And the chain, which currently operates in the West and in Texas, announced plans for an East Coast expansion in August 2023, signaling its intent to reach new consumer segments.
Diving into the visitation data reveals that 85°C not only enjoys strong monthly foot traffic but also draws more family households (defined by the Spatial.ai: PersonaLive dataset) to its trade areas compared to the statewide average. In California, Texas, and Washington, the trade areas show an overrepresentation of "Near-Urban Diverse Families," "Ultra Wealthy Families," and "Wealthy Suburban Families." This suggests that families – particularly affluent ones – are drawn to the chain.
As 85°C continues expanding, including into new markets and dining concepts – such as the recent addition of a dumpling shop – the chain hopes to continue bringing its Taiwanese flavors to a wider audience.
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Tartine and Porto’s are two Los Angeles natives with very different approaches to dough. Tartine, the brainchild of breadmasters Chad Robertson and Elizabeth Prueitt, is thought to have brought sourdough bread into the mainstream in the U.S. Porto’s, on the other hand, began as an immigrant-owned bakery in the 1970s, bringing the taste of Cuba to California.
And the two chains, while both based in the same city, see significant differences in their visitor demographics. Analyzing visitors to both bakery brands using the STI: Popstats dataset reveals that, while 29.1% of Porto’s captured market* trade area was made up of households with children – very close to the California median of 29.6% – only 17.3% of Tartine’s captured market* trade area was made up of households with children. And the median household income (HHI) also showed significant variance between the brands, with Tartine visitors earning significantly more than Porto’s and the California median HHI.
*A business’s captured market refers to the trade area with each census block weighted according to its share of visits to the chain or venue in question.
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The variance in demographics across these two iconic Los Angeles bakeries serves as testament to the city's diverse culinary landscape and ability to embrace and sustain a wide array of eateries.
The four bakeries prove that there is plenty of room in a crowded kitchen for different kinds of bakeries to succeed, from tiny artisan bakeries to major chains.
For more data-driven dining insights, visit placer.ai/blog.
Country clubs are changing with the times, moving away from the once-exclusive image of business dealings on the golf course. A more inclusive concept is taking root – and attracting a growing number of young members.
We took a closer look at the location intelligence metrics of country clubs throughout the country to understand how they are shifting and what might be driving these changes.
Golf and tennis, two country club stalwarts, surged in popularity over the COVID-19 pandemic, and that increase has sustained itself – more people than ever are playing the games. Looking at year-over-four-year (Yo4Y) visits to country clubs suggests that these establishments are reaping the benefits of the interest in both sports. Visits were elevated compared to the same period in 2019 for all but two months analyzed.
June, when the U.S. Open was held, saw the most impressive Yo4Y visit growth of 28.7%. The championship, the most-watched golf tournament since 2019, was held in the Los Angeles Country Club, and likely contributed to a spike in visits to golf clubs, either for U.S. Open-related events or a U.S. Open-inspired desire to golf. The year ended on a high note, with December visits to country clubs up by 12.1% Yo4Y – a solid indication that interest in membership clubs remains strong.
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Millennials, a consumer cohort that has historically shown little interest in joining country clubs, seem to be changing course and may be driving some of the visit growth. This population is increasingly seeking spaces to socialize and network – and in response, many golf clubs are shifting their offerings to appeal to a younger demographic. Location intelligence indicates that the strategy is working.
Examining country club demographics across the country – in Long Island, New York; Austin, Texas; Atlanta, Georgia; and Minneapolis, Minnesota – suggests a shift in membership makeup. Some of these areas have seen an influx of millennials in recent years, which likely expanded the pool of younger potential country club members. But the trade areas of many of the country clubs’ also skewed younger in 2023 than they did in 2019 – meaning that these clubs are attracting visitors from neighborhoods with lower median ages compared to the neighborhoods feeding visits to country clubs in 2019.
Some clubs, like the Capital City Country Club in Atlanta, Georgia, saw relatively small drops in median age – from 41.2 in 2019 to 40.2 in 2023. But other clubs saw much more pronounced drops – the Hazeltine National Golf Club near Minneapolis, Minnesota saw its median age drop by 7.8 years between 2019 and 2023. The Country Club Of The South in Atlanta, Georgia, also saw a Yo4Y drop in median age – from 38.0 to 31.8.
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Country clubs tend to have a steep financial barrier to entry, with costs including annual membership dues, initiation fees, and expenses for food and beverages. And perhaps unsurprisingly, most country club members boast a median household income (HHI) well above the nationwide median. And although younger demographics generally have to have less income than their older counterparts, the drop in median age across many country clubs does not seem to be having a major impact on the affluence of these clubs’ visitor bases.
Some clubs that experienced Yo4Y drops in the median age of visitors – Great Hills Country Club in Austin, Texas, for example – did see the median HHI of its visitors drop slightly. But for the most part, the median HHI of visitors to country clubs remained stable Yo4Y, and some, like the Edina Country Club in Minnesota, saw the median HHI grow Yo4Y. This suggests that the decline in median age within membership clubs may be driven by a desire for socializing and new experiences rather than a shift towards increased financial accessibility for a broader range of members.
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The shift in the demographics of country club visitors, marked by the rising number of younger members, is a trend that may solidify further. Clubs in tune with this demographic – young professionals and millennials – can consider what is important to this cohort to continue attracting the younger generation.
For more data-driven leisure and entertainment insights, visit placer.ai/blog.
Florida, known for its year-round sunny weather and iconic attractions like Disneyland and EPCOT, has long been a popular tourist destination. And though many people think of Miami and Orlando when planning a trip to Florida, Tampa is fast becoming one of the country's most popular getaway spots. The city has seen its tourism sector grow over the past few years, so we dove into the location analytics data to better understand these tourism trends.
Tampa has emerged as an attractive place for out-of-state home buyers and relocators in recent years – especially for younger generations looking to take advantage of the city’s status as an emerging tech hub as well as enjoy the pleasant climate and beautiful beaches. But examining foot traffic trends to Downtown Tampa also reveals Tampa’s growing popularity among out-of-state visitors.
Tampa International Airport – named the “best large airport in North America in 2023” – is growing fast, and visits to the Downtown Tampa POI from visitors coming from 250+ miles away were up almost every month of 2023, especially compared to pre-pandemic 2019. (Most places 250 miles or more outside Tampa are also outside Florida.) And although YoY foot traffic did dip some months, the drop was likely due to the comparison with a particularly strong 2022 that brought a record number of tourists to the Hillsborough County seat.
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Diving into the demographic data of visitors traveling to Downtown Tampa from at least 250 miles away helps shed light on who is driving this domestic tourism surge.
Between 2019 and 2023, the share of households with children in the trade areas feeding out-of-state visits to downtown Tampa grew from 25.9% in 2019 to 27.1% in 2023. Similarly, the median household income (HHI) of visitors to the city’s downtown also increased from $85.1K/year to $91.8K/year. These shifts in visitor demographics suggest that at least some of the tourism surge to the city may be driven by families with children and wealthy families.
It seems, then, that Tampa is on the rise not just as a retirement hub or as a millennial and Gen-Z hotspot. The city is also attracting an increasingly larger share of affluent families with children, indicating that this rising Florida star with something for everyone may soar even higher in 2024.
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With its pristine beaches and diverse attractions, Tampa has long boasted a robust tourism sector – and the city’s popularity has surged even higher post-pandemic. So far, 2024 looks promising for the city’s tourism segment. Will Tampa continue to attract vacationers and sight-seers?
Visit placer.ai/blog to find out.
As discussed last week, 2023 was a year that forced restaurant operators to stay agile amid inflationary headwinds and changes in consumer behavior, daypart shifts, new approaches to drive-thru, and population migration changes. This week’s ICR Conference also gave us a chance to speak with the management team from more than 25 restaurant chains as well as their investors to better understand their lessons from 2023 and how they plan to apply them in 2024.
Despite most chains reporting that visits are still down on a year-over-year basis, there was a sense of optimism among many of the operators we spoke to. Many acknowledged that there were still pressures weighing on consumer spending, but that the strategies put in place during 2023 to stabilize visitation trends had been working (including an emphasis on value, elevated experience, adopting new restaurant formats to better address a wider range of commercial property types, and new menu innovations). Several management teams acknowledged that the contractor availability and equipment supply chain bottlenecks that had plagued new store openings in 2023 had started to dissipate, with several chains planning to resume or even exceed their pre-pandemic pace of restaurant openings (although many admitted that new store buildout costs are still running 25%-30% higher than they were 5 years ago). Given the higher costs involved with new store openings (and the risk of opening a location in a subpar site), there was a heavy emphasis on harnessing new data sources to better understand migration trends, trade area demographics, and incumbent competition when making site selection opportunities (and thank you to customers like Dave & Buster’s and Chuy’s for highlighting how they are incorporating Placer data into these decisions).
Below, we discuss a few key trends that restaurant operators and their commercial real estate partners should be thinking about as we move into 2024.
Perhaps it shouldn’t be surprising at an event where several restaurant operators were looking to raise capital, but the overarching theme from most management teams that we spoke to this week was that they were ready to accelerate unit expansion plans. Expansion strategies differed by concept, but most operators planned to open new locations across a combination of existing and new markets. With respect to new markets, many operators told us they were prioritizing South and Southeastern markets for new market expansion, echoing what we heard from McDonald’s and others last year. Below, we’ve presented the latest data from Placer’s Migration Trends Report which shows total population changes by market from November 2019-November 2023. Indeed, our data confirms that many South (Phoenix, Texas) and Southeast (Central Florida, Carolinas) markets were among the highest growth populations in the U.S. over the past four years.
That said, with so many restaurant operators targeting these regions, we heard from several executives about the importance of fully understanding the makeup of the markets. Said another way, just because a market has seen meaningful population growth, it doesn’t necessarily mean it’s a candidate for expansion. Below, we’ve presented the same migration map as above (2019-2023 population growth), but with a origin/destination household income filter. A red dot on this map indicates that a market saw the average household income fall because of migration, while a green dot indicates that a market saw an increase in household income. Here, we see a slightly different story, as many higher growth populations actually saw a decline in household income due to migration. We also see the impact of the urban/suburban migration shift that we’ve discussed in the past, with many smaller markets across the Carolinas and Central Florida seeing the highest household income growth versus 2019.
Below, we’ve attempted to bring the two charts together and identify markets that have not only seen population growth but also a significant increase in household income. We see markets like Las Vegas and other areas in Central Florida and the Carolinas region score well using this methodology, but a number of other markets like Boise City, ID, Lakeland, WI, and Spokane, WA also seeing increases in population but also an increase in their average household income.
Most U.S. markets have gone through significant changes post-pandemic both in terms of population size and population makeup. At the end of the day, it's important for restaurants and retailers to not only understand both of these factors when evaluating new markets for growth. We’ve certainly seen success stories–Portillo’s continues to thrive in Texas, for example–but we’ve also seen cases where restaurant openings haven’t been as successful in newer markets because of migration changes.
We spoke about trends in the eatertainment category last year with the conclusion being that these concepts were still key in driving traffic to commercial properties (despite facing tougher year-over-year comparisons from the great reopening we saw in 2022). There was a palpable sense of optimism among the eatertainment concepts we spoke to at the event, whether they were more focused on entertainment (including Dave & Buster’s, Puttshack, and Pinstripes) or interactive dining (Kura Revolving Sushi Bar or GEN Korean BBQ).
We’ve updated the eatertainment versus casual dining category visit per location analysis we’ve presented in the past below. Although eatertainment’s visit per location outperformance narrowed versus casual dining during Q4 2023, we believe this is a byproduct of seasonality (shift to sit-down dining during the holiday season) and expect the gap to widen once again during Q1 2024.
Most of the eatertainment concepts we spoke to at the ICR conference planned a two-pronged approach to unit expansion in 2024: infilling existing markets and establishing a beachhead in newer markets. Most concepts in this category were planning to grow their store bases by at least double-digit growth rates in 2024, with some like Pinstripes are forecasting 30%+ unit growth this year. Other like Dave & Buster’s are planning to focus on remodeling activity on top of new unit openings to modernize their locations. As demand for eatertainment remains strong among consumers and mall owners, we anticipate that this will remain one of the past growing categories in dining during 2024.
Casual dining concepts often have a reputation of catering to an older population. However, Darden’s management team called out several demographic trends that should benefit its different brands (including Olive Garden, Longhorn Steakhouse, Cheddar’s, Yardhouse, and others). First, while the percentage of the population in their peak earning years (typically between the ages of 35 and 55) had been on a downward trend for much of the 2000s and part of the 2010s, we’ve seen a reversal of this trend in recent years, which should stimulate demand for full-service dining. Second, the company noted that it over-indexes to millennials. Our data reinforces this, as the potential trade area audience profile by age cohort for Olive Garden (below) indicates a higher percentage of population between the ages of 30-49, encapsulating much of the millennial age range (roughly 27-42 years old today). Last year, we noted that some of the shift to earlier dining times may have been due to changing demographic trends in cities, with an increase in younger families in urban markets needing earlier dining times. Darden's commentary offers further validation of these trends and offers hope for other casual dining chains as this generation cohort continues to enter their peak earning years.
Last year, we noted that some of the shift to earlier dining times may have been due to changing demographic trends in cities, with an increase in younger families in urban markets needing earlier dining times. Darden's commentary offers further validation of these trends and offers hope for other casual dining chains as this generation cohort continues to enter their peak earning years.
Grocery anchors proved to be a saving grace for many a shopping center during COVID. With apparel and dining shut down and only essential retailers allowed to open, many centers suddenly found that having a superstore/mass merchant like Walmart or Target, a warehouse like Costco or Sam’s Club, or a grocery store on the premises helped to steady some of the waves of traffic fluctuations. Whether it was as part of a specific center or more broadly adding grocery-anchored centers to a portfolio, REITs started looking more closely at the role of grocery in their centers. Indeed, we have written about the inclusion of specialty grocery stores and ethnic grocery stores in shopping centers being even rather quotidian these days. We’ve also written about the redevelopment of shopping centers that include food halls as part of their renaissance.
So it was rather surprising that Bristol Farms’ concept Newfound Market, which opened at the Irvine Spectrum in March 2022, recently announced that it is closing. The initial concept was to be “very much about experience…diving in deep on food and beverage…curated, yet everyday.” It was to feature seven of Bristol Farms’ own chef-created restaurant brands.
We take a look at some Placer statistics to see what might have accounted for reduced traffic for what sounded like an amazing concept. As a control, we compared the Bristol Farms in Irvine to one in nearby Newport Beach. We see that when Newfound Market first opened, it had nearly twice the traffic of the one in Newport Beach. This could be due to overall excitement about the chef-driven concepts, wanting to check out a new grocery store, or other factors. However, traffic for Newfound Market began dwindling in Fall 2022, and fell even further in Fall 2023, likely leading to its closure.
If we look at variance, we see that during the same time period, traffic grew for Irvine Spectrum Center as a whole (note it was one of our spectacular callouts for holiday shopping 2023 in terms of year-over-year growth), and traffic was fairly steady for the Newport Beach branch of the Bristol Farms.
How much did the number of Newfound Market shoppers change over time? We compared the Bristol Farms Newfound Market Shopper from Apr.-Dec. 2022 with that of the shopper from Apr.-Dec. 2023. During that time, there were over 150K fewer visits and around 100K fewer visitors. Visit frequency also decreased from 1.54 to 1.4 (below).
There was a slight dip in the average household income of the visitor.
There was a marked decrease in the proportion of Ultra Wealthy Families coming in 2023, and somewhat of a decrease of Wealthy Suburban Families.
Interestingly, the trade area has expanded from 2022 to 2023, as shown by the increase in red dots from further afield.
And indeed, Placer analysis reveals that the trade area increased by 28 square miles. On one hand, this is a plus, showing that there is a magnetic draw to a wider audience. On the other hand, given that most grocery stores live on weekly visits from a much tighter trade area, this could indicate that a trip to Irvine Spectrum and/or the Bristol Farms Newfound Market began to fall under the umbrella of a “destination” visit, rather than a regular “essential” visit. Over time, those locals who associate the Irvine Spectrum more with a Ferris Wheel might not have grocery shopping there as top-of-mind, and those who come from further away have already tried out the food hall.
The average visit frequency to Bristol Farms Newfound market was 1.54 from Apr.-Dec. 2022 and 1.40 from Apr.-Dec. 2023. In contrast, the average visit frequency to the top four most-trafficked Bristol Farms was closer to 3-4 visits, a rate more than double. Most telling is when we look at the bar chart below and see that the number of one-time visitors versus 30+ time visitors at Newfound Market is almost in direct contrast to its four other peers, who have a much higher proportion of their visits in the 10+ range.
This by no means negates the fact that grocery stores and food halls can be wonderful additions to shopping centers. For instance, 99 Ranch opened at Westfield Oakridge around the same time period (March 2022) and to date it has proven to have a steady stream of traffic. Keep in mind that Oakridge is more of your neighborhood mall with typical mall retailers, hence more likely to be part of a weekly or monthly routine.
Comparing year-over-year variance, the 99 Ranch at Oakridge has also overindexed on a percentage basis compared to the overall mall. The grocery store draws from a trade area of 58 square miles, with an average of 2.86 visits.
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?
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%).
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.
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.
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.
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?
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%.
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.
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%.
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.
The positive retail momentum observed in Q1 2024 continued into Q2 – as stabilizing prices and a strong job market fostered cautious optimism among consumers. Year-over-year (YoY) retail foot traffic remained elevated throughout the quarter, with June in particular seeing significant weekly visit boosts ranging from 4.7% to 8.5%.
The robustness of the retail sector in Q2 was also highlighted by positive visit growth during the quarter’s special calendar occasions, including Mother’s Day (the week of May 6th) and Memorial Day (the week of May 27th). And though consumer spending may moderate as the year wears on, retail’s strong Q2 showing offers plenty of room for optimism ahead of back-to-school sales and other summer milestones.
On a quarterly basis, overall retail visits rose 4.2% in Q2. And diving into specific categories shows that value continued to reign supreme, with discount and dollar stores seeing the most robust YoY visit growth (11.2%) of any analyzed category.
Other essential goods purveyors, such as grocery store chains (7.6%) and superstores (4.6%), also outperformed the overall retail baseline. And fitness – a category deemed essential by many health-conscious consumers – outpaced overall retail with a substantial 6.0% YoY foot traffic increase.
The decidedly more discretionary home improvement industry performed less well than overall retail in Q2 – but in another sign of consumer resilience, it too experienced a YoY visit uptick. And overall restaurant foot traffic increased 2.6% YoY.
Discount and dollar stores enjoyed a strong Q2 2024, maintaining YoY visit growth above 10.0% for six out of the quarter’s 13 weeks. Only during the week of April 1st did the category see a temporary decline, likely the result of an Easter calendar shift. (The week of April 1st 2024 is being compared to the week of April 3rd, 2023, which included the run-up to Easter)
Some of this growth can be attributed to the continued expansion of segment leaders like Dollar General. But the category has also been bolstered by the emphasis consumers continue to place on value in the face of still-high prices and economic uncertainty.
Dollar General, which has been expanding both its store count and its grocery offerings, saw YoY visits increase between 9.1% and 15.9% throughout the quarter. Affordable-indulgence-oriented Five Below, which has also been adding locations at a brisk clip, saw YoY visits increase between 4.9% and 18.8%.
And though Dollar Tree has taken steps to rightsize its Family Dollar brand, the company’s eponymous banner – which caters to middle-income consumers in suburban areas – continued to grow both its store count and its visits in Q2.
Grocery store chains also performed well in Q2 2024 – experiencing strongly positive foot traffic growth throughout the quarter. Though the sector continues to face its share of challenges, stabilizing food-at-home prices and improvements in employee retention and supply chain management have helped propel the industry forward.
Diving into the performance of specific chains shows that within the grocery segment, too, price was paramount in Q2 2024 – with limited-assortment value grocery stores like Aldi and Trader Joe’s leading the way.
Traditional chains H-E-B and Food Lion (owned by Ahold Delhaize) – both of which are known for relatively low prices – outperformed the wider grocery sector with respective YoY foot traffic boosts of 11.4% and 8.7%. But ShopRite, Safeway (owned by Albertsons), Kroger, and Albertsons also drew more visits in Q2 2024 than in the equivalent period of last year.
Fitness has proven to be relatively inflation-proof in recent years – thriving even in the face of reduced discretionary spending and consumer cutbacks. Indeed, rising prices may have actually helped boost gym attendance, as people sought to squeeze the most value out of their monthly fees and replace pricy outings with already-paid-for gym excursions.
And despite lapping a remarkably strong 2023, visits to gyms nationwide remained elevated YoY in Q2 2024.
Diving into the data for some of the nation’s leading gyms shows that today’s fitness market has plenty of room at the top. Planet Fitness, 24 Hour Fitness, Life Time Fitness, Orangetheory Fitness, and LA Fitness all experienced YoY visit growth in Q2 2024 – reflecting consumers’ enduring interest in all things wellness-related.
But it was EōS Fitness and Crunch Fitness – two value gyms that have been pursuing aggressive expansion strategies – that really hit it out of the park, with respective YoY foot traffic increases of 23.4% and 21.4%.
The week of April 1st saw a decline in YoY visits to superstores – likely attributable to the Easter calendar shift noted above. But the category quickly rallied, and with back-to-school shopping and major superstore sales events coming up this July, the category appears poised to enjoy continued success throughout the summer.
Within the superstore category, wholesale clubs continued to stand out – with Costco Wholesale, Sam’s Club and BJ’s Wholesale Club enjoying YoY foot traffic growth ranging from 12.0% to 7.4%. But Target and Walmart also impressed with 4.6% and 4.0% YoY visit increases.
Inflation, elevated interest rates, and a sluggish real estate market have created a perfect storm for the home improvement industry, with spending on renovations in decline. The accelerated return to office has likely also taken its toll on the category, as people spend more time outside the home and have less availability to immerse themselves in DIY projects.
But despite these challenges, weekly YoY foot traffic to home improvement and furnishing chains remained elevated throughout much of the Q2 – with June and April seeing mostly positive YoY visit growth, and May hovering just below 2023 levels. This (modest) visit growth may be driven by consumers loading up on supplies for necessary home repairs, or by shoppers seeking materials for smaller projects. And given the importance of Q2 for the home improvement sector, this largely positive snapshot may offer some promise of good things to come.
Some chains within the home improvement category continued to perform especially well in Q2 2024 – with rapidly expanding, budget-oriented Harbor Freight Tools leading the pack. But Ace Hardware, Menards, The Home Depot, and Lowe’s also saw foot traffic increases in Q2, showcasing the category’s resilience in the face of headwinds.
Restaurants – including full-service restaurants (FSR), quick-service restaurants (QSR), fast-casual chains, and coffee chains – lagged behind grocery stores and other essential goods retailers in Q2 2024, as price-sensitive consumers prioritized needs over wants and ate at home more often.
Still, YoY restaurant foot traffic remained up throughout most of the quarter. And impressively, the sector saw a YoY visit uptick during the week of Mother’s Day (the week of May 6th, 2024, compared to the week of May 8th, 2023) – an important milestone for FSR.
The restaurant industry’s YoY visit growth was felt across segments – though fast-casual and coffee chains experienced the biggest visit boosts. Like in Q1 2024, fast-casual restaurants hit the sweet spot between indulgence and affordability, outpacing QSR in the wake of fast food price hikes. And building on the positive YoY trendline that began to emerge last quarter, full-service restaurants finished Q2 2024 with a 1.4% YoY visit uptick.
Chain expansion was the name of the restaurant game in Q2 2024, with several chains that have been growing their footprints outperforming segment averages – including CAVA, Chipotle Mexican Grill, Ziggi’s Coffee, California-based Philz Coffee, Raising Cane’s, Whataburger, and First Watch. Chili’s Grill and Bar also outpaced the full-service category average, aided by the revamping of its “3 for Me” menu.
Retailers and restaurants in Q2 2024 continued to face plenty of challenges, from inflation to rising labor costs and volatile consumer confidence. But foot traffic trends across industries – including both essential goods purveyors like grocery stores and more discretionary categories like home improvement and restaurants – suggest plenty of room for cautious optimism as 2024 wears on.
Return-to-office (RTO) trends have been closely watched over the past few years, with relevant stakeholders trying to puzzle out the impact remote and hybrid work have had on business operations and worker performance. And while visits to office buildings, overall, remain below pre-pandemic levels, office recovery varies from city to city – reflecting the complex and nuanced nature of regional economic trends, workforce preferences, and industry-specific needs.
This white paper harnesses location analytics to explore office recovery in the country’s second-largest economy – Los Angeles. The first part of the report is based on an analysis of foot traffic data from Placer.ai’s Los Angeles Office Index – an index comprising 100 office buildings in LA (including several in the greater metro area). The second part of the report broadens the lens to analyze visits by local employees to points of interest (POIs) corresponding to four major LA-area office districts: Century City, Downtown LA, Santa Monica, and Culver City. The white paper examines the impact that return-to-work mandates have had on visits to office buildings, discovers which demographic groups are driving the RTO, and explores the connection between commute time and return-to-office rates.
The return to office in Los Angeles has consistently lagged behind other major cities, underperforming nationwide recovery levels since the pandemic ground in-office work to a virtual halt. Still, the city’s office buildings are seeing a steady increase in visits, with foot traffic tending to spike at the beginning of each year. This indicates that even though office visits in LA are still below national averages, they are on a steady growth trajectory – a promising sign for stakeholders in the city.
A closer examination of Los Angeles office buildings also shows that despite the overall lag, some top-performing buildings in the LA metro area are defying the odds. Visits to the 20 local office buildings with the narrowest Q2 2024 post-COVID visit gaps were down just 8.7% in June 2024 compared to January 2019 – significantly outperforming the nationwide average.
So while overall office recovery in the city is still behind nationwide trends, these top-performing buildings indicate an optimistic outlook for the city’s office spaces.
Diving into the demographics of visitors to LA’s top-performing office buildings reveals an important insight: these buildings are attracting younger workers. This cohort has shown a stronger preference for in-person work compared to their older colleagues.
Analyzing the buildings’ captured markets with psychographics from AGS: Panorama reveals that these buildings are attracting visitors from areas with larger shares of "Emerging Leaders" and "Young Coastal Technocrats" than the broader metro area.
"Emerging Leaders'' – upper-middle-class professionals in early stages of their careers – make up 20.3% of households in the trade areas feeding visits to these top-performing buildings, compared to 14.9% in the broader LA CBSA. Similarly, "Young Coastal Technocrats," young and highly educated professionals in tech and professional services, account for 14.7% of households driving visits to the top-performing buildings, compared to only 12.1% in the broader area.
The trend suggests that companies in these high-performing office buildings employ many early-career professionals eager to accelerate their careers and work in-person with colleagues and mentors. This is a positive sign for the future of the office market in the LA metro area, indicating that it is attractive to key demographic groups that are likely to drive future growth and innovation.
Over the past few years, the debate regarding return-to-office mandates has been a heated one. Will employees follow return-to-office requirements? Can companies enforce the return to office after offering remote and hybrid work options? Recent location analytics data suggests that, at least in the Los Angeles metro area, some return-to-office mandates have been effective.
Three major tech companies – Activision Blizzard, TikTok, and SNAP Inc. – recently made their return-to-office policies stricter. Activision mandated a full return to the office in January 2024. TikTok has also intensified its return-to-office policy while seeking to expand its office presence in the greater Los Angeles area. And SNAP Inc. required employees to return to the office earlier this year as a condition of continued employment.
Visitation patterns at each of these companies' respective headquarters suggest that their policies have directly impacted visit frequency. Since the beginning of the year, the share of repeat office visits (defined as two or more visits per week) has increased for all three locations. Activision saw its share of repeat office visits grow from 52.1% in H1 2023 to 61.4% in the same period of 2024. TikTok’s repeat visits grew from 49.5% to 61.0%, and SNAP’s repeat visits increased from 36.6% to 42.8%.
These numbers highlight how return-to-office policies can lead to noticeable changes in office visit patterns and offer a blueprint to other businesses looking to foster a stronger in-office workforce.
Los Angeles is the second-largest metro area in the country, with several distinct business districts across its sprawling landscape. And a closer look at four major office hubs in the greater LA area – Century City, Downtown LA, Santa Monica, and Culver City – highlights how the office recovery can vary, not just by city or demographic, but on a neighborhood level.
Weekday visits by local employees to all four analyzed business districts have rebounded significantly since 2020 – though each area has followed its own particular trajectory.
Culver City, home to major businesses including Sony Pictures and Disney Digital Network, saw the least pronounced drop in employee visits during the early days of the pandemic. And in Q2 2024, weekday visits by local workers were down just 18.4% compared to Q1 2019.
Century City, on the other hand, saw the most marked drop in local employee foot traffic as the pandemic set in. But the district’s recovery trajectory has also been the most dramatic – with a Q2 2024 visit gap of just 28.5%, smaller than Downtown LA’s 29.7% visit gap. Perhaps capitalizing on this momentum, Century City is expanding its business district with the addition of a major new office building, set to be completed in 2026 and serve as the headquarters for Creative Artists Agency. Santa Monica, for its part, finished off Q2 2024 with a 23.3% visit gap.
Century City stands out within the Los Angeles metropolitan area for its dramatic decline and subsequent resurgence in local employee foot traffic. And looking at another metric of office recovery – employee commute distance – further underscores the district’s remarkable comeback.
The share of employees commuting to Century City from three to seven miles away has nearly returned to pre-COVID levels – suggesting a normalization of commuting patterns by local workers living in the area. In H1 2019, 33.5% of workers in Century City commuted between 3 and 7 miles to work; in 2022, that number had dropped to 29.8%. But by 2024, the share of visitors making that commute had grown to 32.5% – much closer to pre-COVID numbers.
Similarly, the region’s trade area size, which had contracted significantly in the wake of the pandemic, bounced back significantly in 2024. This serves as another indication of Century City’s rebound, cementing Century City’s status as a key business hub within the Los Angeles metropolitan area.
Five years after the upheaval caused by the pandemic, office spaces are still changing. Although the Los Angeles area has taken longer to recover than other major cities, analyzing local visitation data shows significant potential for the city’s business areas. With young employees leading the return-to-office charge, the city is poised to keep driving its strong economy and adjust to an evolving office environment.
