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Mercado Gonzalez: This Mexican Food Hall is a Magnet
Mercado Gonzalez opened less than six months ago, and boy, is it making a splash! This marketplace/food hall located in Costa Mesa, CA hosts 20 food stalls where one can stroll through, buy colorful produce, and imagine that one is at the Mercado de Coyoacan in Mexico City, one of various mercados from which this location takes inspiration. Already, we see from the Placer data below that since opening in mid-November (just in time for the holidays!), Mercado Gonzalez is proving to be one of the most-visited locations in the Northgate Gonzalez portfolio.
The weekend spikes really stand out as patrons from all over Southern California come to partake of pan dulces, aguas frescas, and oh-so-delectable hot and fresh churros at Churreria El Moro.

We wrote about food fusion last week, and indeed, in addition to traditional Mexican specialties like tortas ahogadas at Chiva Torta, one can also find Mexican-style sushi at Sushi El Sinaloense. From street food to gourmet at Maizano and Entre Nos, one has options that run the gamut from hot tortillas to cochinita pibil with fresh masa.
This food hall extravaganza bills itself as the “ultimate destination for Mexican food and culture” and it appears that customers who travel from a trade area of over 150 miles are in total agreement.
Compared to another top–trafficked Northgate Gonzalez market in Los Angeles, which draws from a much more local crowd of 11 sq miles (keep in mind, there are numerous Northgate Gonzalez markets across the Southern California landscape), this novel food hall concept attracts a much more diverse audience, across multiple dimensions like geography, ethnicity, and household income.

While the traditional grocery store attracts heavily from the segment of Lower Hispanic Families at the Los Angeles and San Diego locations, and also from Near-Urban Diverse Families and Young Urban Singles in San Diego, the segment data from Spatial.ai: PersonaLive reveals that Mercado Gonzalez also brings in Young Professionals, Educated Urbanites, Wealthy Suburban Families, and Ultra Wealthy Families.

In addition, the average HHI of those visiting Mercado Gonzalez is roughly twice that of the other Northgate Gonzalez grocery stores.

The food hall also attracts a broader swath of ethnicities.

Much like Eataly before it, Jose Andres’ Spanish Mercado Little Spain, or Asian food halls that we wrote about recently in our Lunar New Year articles, there is enthusiastic appetite for an immersive encounter reminiscent of being in another country and having access to authentic flavors and eating experiences.

Despite the inflationary headwinds that marked 2023, year-over-year (YoY) foot traffic to Indoor Malls and Open-Air Shopping Centers exceeded 2022 levels every quarter of 2023, with the two shopping center formats competing head-to-head for the top spot: Open-Air Shopping Centers outperformed Indoor Malls during the first three quarters of the year, but Indoor Malls came out ahead during the critical holiday-focused Q4. Ultimately, overall yearly visit numbers slightly favored Open-Air Shopping Centers, which finished 2023 with a 3.0% overall YoY increase in visits compared to 2.9% overall growth for Indoor Malls.
Meanwhile, Outlet Malls struggled to keep up with the other two formats. This segment saw a 1.6% YoY decline in yearly visits in 2023, perhaps due consumers looking to save on gas expenses and avoid the typically longer driving time required to get to these types of shopping centers.
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Visits to all three mall formats dipped YoY in January 2024, likely due to the extreme cold temperatures that swept through much of the country and to the challenging comparisons to a strong January 2023.
But YoY foot traffic to Indoor Malls and Open-Air Shopping Centers swung positive in the second months of the year. Visits to Indoor Malls grew an impressive 6.0% relative to the same month in 2023, and foot traffic to Open-Air Shopping Centers increased 3.9% in the same period. The YoY visit gap to Outlet Malls also narrowed significantly, with foot traffic to the format just 1.6% lower than it was in February 2023, indicating that – despite predictions – 2024 consumers are still willing to spend on discretionary categories.
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While visits to the mall space appear to be generally growing on a YoY basis, comparing the foot traffic performance to pre-COVID visits levels reveals a more nuanced picture. Of the three shopping centers formats, Open-Air Shopping Centers drew closest to pre-COVID levels, with 2023 visits just 1.5% lower than they were in 2019. The visit gap to Indoor Malls was slightly larger, with the format attracting 4.6% fewer visits in 2023 than in 2019. And Outlet Malls appear to be having the toughest recovery, with 2023 visits to the format 9.7% lower than in 2019.
But just because visits to the shopping center space are still catching up to 2019 levels does not mean that all is lost – a deeper dive into location intelligence data indicates that post-pandemic shopping habits are still in flux.
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Analyzing shifts in shopping behavior in recent years reveals that many shoppers are still returning to pre-COVID behaviors. For example, comparing the share of shopping center visits between the hours of 12 PM and 4 PM in 2019, 2022, and 2023 indicates that the “new normal” of mid-day shopping sprees is on its way out.
The share of hourly visits between 12 PM and 4 PM jumped over the pandemic thanks to consumers’ newly flexible schedules, and mid-day foot traffic to shopping centers was still higher in 2022 compared to pre-COVID. But the relative share of mid-day visits dropped from 2022 to 2023 and moved closer to 2019 levels – indicating that shopping patterns have not yet reached a post-COVID equilibrium.
Critically, there appears to be a correlation between the return to 2019 shopping patterns and the visit recovery rate. Visits to Open-Air Shopping Centers in 2023 were almost on par with 2019 levels, and the format’s mid-day visit share was only half a percentage point higher in 2023 than in 2019. The mid-day visit share at Indoor Malls, where the year-over-four-year (Yo4Y) visit lag was slightly larger than for Open-Air Shopping Centers, was still 1.9 percentage points higher in 2023 when compared to 2019. And Outlet Malls had the largest Yo4Y visit gap along with the largest Yo4Y difference in mid-day visit share.
This data indicates that post-pandemic shopping patterns are still dynamic – and even retail sectors that appear to have permanent COVID scars may well bounce back as consumer behavior continues to normalize.
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Despite predictions of slower consumer spending, foot traffic data indicates that demand for malls and shopping centers remains stable. Location intelligence showing strong monthly visit numbers and positive shifts in shopping behavior indicates that the shopping center space is off to a strong start in 2024.
For more data-driven retail insights, visit our blog at placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
Just when we thought the return-to-office (RTO) debate was finally settled, things are heating up once again. Leading financial institutions like Goldman Sachs are requiring employees to come into the office five days a week (gasp!). And though research shows that remote-capable employees now live twice as far from the office as they did before COVID, some are now being asked to move back closer to the office and show up in person more often.
But what impact are these renewed skirmishes having on the ground? Has the office recovery needle begun to move once again? Or is all the talk merely that – talk?
We dove into the data to find out.
Nationwide, visits to office buildings were down just 31.3% in February 2024 compared to February 2020 – the nation’s last “normal” in-office month before COVID changed everything. This relatively narrow year-over-four-year (Yo4Y) visit gap may be partially due to this year’s February leap day: Last month had 20 working days, compared to just 19 in February 2020 and 2023. (2020 was also a leap year, but the extra day fell on the weekend.)
Still, office visits in February 2024 were also higher than in January 2024, when unusually cold and stormy weather stranded many Americans at home. And year over year (YoY), February 2024 visits were up 18.6% – which, even accounting for the month’s extra day, points towards significant growth.
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Taking a look at city-wide trends shows the persistence of significant regional variation – with Miami and New York continuing to lead the post-COVID office recovery pack, and San Francisco bringing up the rear. Dallas, Atlanta, and Washington, D.C. also outperformed the nationwide Yo4Y baseline of -31.3%. And of the cities that continued to lag behind, Chicago, Boston, and San Francisco all outpaced the national average for YoY visit growth.
Here, too, February 2024’s additional business day did some of the work. Nevertheless, urban centers like Miami and New York – where office visits were down just 9.4% and 14.5%, respectively, compared to February 2020 – are clearly experiencing accelerated recovery. In Miami, an influx of tech companies may be contributing to the narrowing foot traffic gap – while in New York, the finance sector is likely a major driver of visit growth. And though San Francisco continues to lag behind other cities, the tech hub’s impressive YoY foot traffic increases indicate real change on the ground.
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Hybrid work may be here to stay – but February’s office foot traffic data appears to indicate that companies and employees are still feeling out the ideal balance between RTO and WFH. And whether due to growing demands by employers or workers’ own concerns about the possible deleterious effects of fully remote work on their careers, further office recovery may yet be on the table.
How will RTO progress as 2024 gets into full swing? Will New York and Miami close the gap? And what will happen in San Francisco?
Follow Placer.ai’s data-driven office recovery analyses to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

The multi-billion dollar beauty industry has proved to be one of the most resilient retail categories over the past few years – and Ulta Beauty has been one of the biggest beneficiaries of this trend, reporting record growth and experiencing strong foot traffic to its stores.
We dove into the location intelligence data for Ulta to analyze recent foot traffic performance, explore seasonal trends, and better understand the chain’s visitor base.
The past few years have seen Ulta’s monthly foot traffic growing on a near-constant basis – and 2023 was no exception. Year-over-year (YoY) visits to the chain were up by double digits most months and Ulta consistently outperformed the wider Beauty & Spa segment. The company’s success appears poised to continue in 2024, with January 2024 visits up 4.9% relative to the already impressive January 2023, even as foot traffic to the wider Beauty & Spa category dipped.
The consistent foot traffic growth Ulta experienced in 2023 and early 2024 is particularly impressive given that 2022 was also a banner year for the brand – meaning that foot traffic has exceeded the previous years’ growth for two years straight. And the company seems to be capitalizing on its success by further enhancing its shopping experience, expanding its presence with new stores, and emphasizing wellness offerings at existing locations to keep its customers coming back.
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Charting the change in monthly foot traffic to Ulta helps visualize the chain’s seasonal visit patterns and highlight the company’s consistent upward climb since the 2021 retail reopening. The COVID-19 pandemic and ensuing lockdowns led to a steep drop in foot traffic, but visits picked up – and stayed up – as soon as social-distancing restrictions eased. And though inflation replaced the pandemic as an economic concern, Ulta visits continued on their upward climb, highlighting the broad appeal the chain offers to shoppers of all economic levels.
Ulta also enjoys significantly elevated visits during the holiday season, with foot traffic surging every December. And visits to the chain, even without a holiday spike, continue to exhibit growth – January 2024’s visits were 43.3% higher than they were in January 2019.
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While December may be the month that Ulta sees the most visits, there are plenty of other minor holidays and retail opportunities that contribute to foot traffic spikes to the retailer. And although Valentine’s Day isn’t a holiday in the official sense of the word, Ulta still enjoyed a mid-week boost in visits on Wednesday, February 14th 2024.
Visits to Ulta grew 17.2% on Valentine’s Day compared to traffic of the previous six Wednesdays. February 14th 2024 also saw 10.5% more visitors to Ulta than the day did in 2023, signaling a continued, growing interest in the beauty retailer.
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Ulta has taken pains to carry products for consumers of all ages, genders, and backgrounds –and recently, one age group in particular has been making headlines for its interest in beauty and skincare. Teens and tweens have been flocking to their local malls to try out products from brands like Drunk Elephant, driven, in part, by the rise of #BeautyTok, where influencers on TikTok post their makeup and skincare routines.
And indeed, trade area data indicates that families of all types are overrepresented among Ulta’s visitor base: Analyzing the psychographic makeup of Ulta’s trade areas using the Spatial.ai: PersonaLive dataset revealed that the chain’s captured market* includes more family segments when compared to the chain’s potential market*. Specifically, the chain’s captured markets had higher rates of “Near-Urban Diverse Families”, “Upper Suburban Diverse Families”, and “Wealthy Suburban Families” relative to the chain’s potential market. On the flip side, “Young Urban Singles” saw a smaller share of visitors in Ulta’s captured market than in its potential market.
Ulta’s popularity with family segments may be due to the increased demand for skincare and makeup among the families’ younger generations. And by continuing to cater to these younger consumers – alongside the numerous other segment that shop at Ulta – the company can hope to foster long-term brand loyalty and continue driving sales and foot traffic to its stores.
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*A chain’s potential market refers to the population residing in a given trade area, where the Census Block Groups (CBGs) making up the trade area are weighted to reflect the number of households in each CBG.. A chain’s captured market weighs each CBG according to the actual number of visits originating to the chain from that CBG.
Ulta continues to impress, growing its sales and foot traffic even during a uniquely challenging period for the average consumer. By creating a shopping experience that is accessible to people across all ages and income levels, the company ensures that its visits can continue to grow.
For more data-driven retail insights, follow placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

First Watch has been around for over 40 years and is famous for being open from morning to early afternoon and a revolving menu that leans into seasonal ingredients. In recent years, the casual cafe – which derives its name from the nautical term for the first shift of the day – has made significant waves. The chain went public in 2021 and continues to drive consistent revenue and foot traffic – despite a stormy economic climate. We dove into the data to take a closer look at the consumer behavior behind First Watch’s success and understand where the chain could be heading in 2024 and beyond.
The Early Advantage
At First Watch, brunch and lunch join breakfast as the most important meals of the day. And while some of the chain’s competitors are open all day – or even all night – sticking to limited business hours has not steered the brand off course. Analysis of First Watch’s H2 2023 foot traffic compared to the wider breakfast-first category shows that First Watch’s monthly year-over-year (YoY) visits consistently outperformed the Breakfast, Coffee, Bakeries, and Dessert Shops space as a whole.
Some of the chain’s success is due to its expanding store fleet, with visits during the last five months of 2023 up by double digits compared to the equivalent months in 2022. And the chain is likely to rise even further in 2024 and beyond, with CEO Christopher Tomasso seeing continued expansion on the horizon.
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Indeed, looking at more recent data shows that First Watch’s growth is continuing even relative to the already strong 2023, with foot traffic to the chain up YoY and outperforming the wider Breakfast, Bakeries & Dessert Shops space every week of 2024 so far.
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The Next Voyage
C.E.O. Tomasso is determined to stay “true to who we are and what we’ve done regardless of how big we get.” And one way First Watch has stayed true to its identity is by being attentive to the preferences of its target audience. When customers wanted cocktails as a way to unwind with friends over brunch – First Watch delivered. And location intelligence can help identify the next consumer trend to drive the brand’s continued success.
Trade Area Analysis of First Watch in Q4 2023 using the AGS: Behavior & Attitudes dataset revealed that “Food Label Readers”, “Organic Foodies”, and “Vegans” were overrepresented in the restaurant’s trade areas compared to the nationwide benchmark. This indicates that First Watch’s commitment to fresh ingredients resonates with clientele that prioritize a healthy diet. Meanwhile, the data also showed that these consumers were likely to be involved in various forms of exercise; “Fitness Fans”, “Joggers”, “Pilates People”, and “Weight Lifters” were also prevalent psychographic segments in First Watch’s trade area.
This suggests that First Watch might consider exploring uncharted waters by adding smoothies or post-workout shakes to its menu, or by opening smaller-format locations in fitness centers to better serve its health-conscious audience.
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Land Ho!
First Watch has enjoyed smooth sailing through a commitment to bringing diners a fresh take on breakfast, brunch, and lunch. As long as this ship stays anchored in its identity, First Watch should find that the wind is at its back for the foreseeable future.
For updates and more data-driven dining insights, visit Placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Whether it’s an at-home yoga practice, a workout at the gym, or a sports league at the park, the biggest players in the sporting goods space – Hibbett Sports and DICK’s Sporting Goods – have the gear to keep a variety of consumers outfitted. Armed with the latest location intelligence data, we took a closer look at these retailers’ recent offline performance and analyzed some of the psychographic characteristics of visitors to DICK’s and Hibbett’s.
Last year started off strong for DICK’s Sporting Goods and Hibbett Sports, with visits to both retailers up in Q1 2023 relative to the equivalent quarter in 2022. But ongoing inflation and tighter consumer budgets weighed on visits as the year progressed, and foot traffic to DICK’s and Hibbett dipped slightly year-over-year (YoY) in the second half of the year. Still, in spite of the challenges, both brands succeeded in keeping their visits close to 2022 levels and maintaining minimal visit gaps.
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The strong Q1 2023 combined with unusually cold weather were likely partially to blame for DICK’s and Hibbett’s sluggish early 2024 performance. But by the end of January, YoY visit gaps had narrowed for both brands – a promising sign for the year ahead.
Who is likely to visit these brands in 2024? We looked at the retailers’ trade area composition to find out.
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Analyzing DICK’s and Hibbett’s trade area using the Spatial.ai: Proximity dataset revealed that both brands were positioned to drive traffic from two significant fitness-related psychographic segments at the end of 2023.
In Q4 2023, “Yoga Advocates” as well as fans of “Functional Fitness” were overrepresented in DICK’s and Hibbett’s trade area relative to the nationwide average. And DICK’s and Hibbett are investing heavily in getting these consumers in the door. DICK’s debut of a new functional fabric and ad campaign for its CALIA clothing line and Hibbett’s new joint loyalty program with Nike could provide an extra foot traffic boost from fitness-forward consumers as 2024 progresses. As temperatures thaw and demand rebounds, these consumers are likely to play a part in a foot traffic resurgence for both brands.
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But while certain sporty audience segments seem to visit both brands, diving deeper into DICK’s and Hibbett’s trade areas using the Spatial.ai: Followgraph dataset also revealed differences between the two retailers’ offline consumer base.
For example, the share of “Hunting Enthusiasts” in DICK’s trade area was 8% smaller compared to the nationwide average, while Hibbett’s trade area included 20% more “Hunting Enthusiasts” than the prevalence of the segment nationwide. Meanwhile, the “Triathlon Participants'’ segment was overrepresented in DICK’s potential market – 4.0% above the national average – and underrepresented in Hibbet’s potential market (8.0% below). These differences suggest that the sporting goods space is big enough to accommodate multiple players at the top, with leading retailers each carving out their own slice of the market.
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So Much Potential
After a relatively rocky end to 2023, foot traffic appears to be on the upswing for both DICK’s and Hibbett early on in 2024. The prevalence of fitness-minded and sporting consumers in the trade areas of both brands could provide a continued foot traffic lift in the weeks and months ahead.
For updates and more data-driven foot traffic insights, visit Placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Malls have long acted as a gleaming symbol of American retail. Following the opening of the first indoor mall in 1956, and as the American middle class increasingly moved from the city to the suburbs, malls continued to open at a rapid rate. By 1960, some 4,500 shopping centers had opened nationwide, filling the growing demand for “third places” – spaces that allowed the newly suburban populations to gather, socialize, and create community. And while that role evolved over the years, it’s safe to say that malls have played a major part in shaping the American shopping culture.
But malls’ rapid expansion led to an oversaturated market – some estimates suggest that there are approximately 24 square feet of retail space per U.S. citizen, as compared to 4.6 for the U.K. and 2.8 for China. Many began to predict the demise and downfall of malls, and that narrative intensified as online shopping grew in popularity. The rise of big-box stores, a focus on “services, not things,” and COVID-19 only accelerated these trends.
A lot of the doom and gloom predictions tend to de-emphasize the mall's role as a modern incarnation of a bustling downtown shopping area.
But a lot of these doom and gloom predictions focus on malls only as a place to shop, and tend to de-emphasize their other role as the third place – a modern incarnation of a bustling downtown shopping area, replete with shops, services, and places to meet. And after two years of isolation and a new, pandemic-induced wave of suburban relocation, malls’ potential to bring people together is more prized than ever.
So although malls were hit hard during COVID-19, many of them are finding ways to reinvent themselves and stay relevant. Today, more than halfway through 2022, the challenges that malls face continue to evolve and change – but malls are evolving too. This white paper covers a few specific ways that some malls have found to thrive in the new normal. Some shopping centers are turning to entertainment to draw crowds into their doors. Others are focusing on offering a full visitor experience that extends beyond simply grabbing a new shirt or a burger at the food court. Still, more are embracing omnichannel options, offering an integrated on and offline experience to their shoppers. In the face of significant retail challenges, top-tier malls are turning to innovative solutions to stay ahead of the game.
The pandemic posed significant challenges to malls. Although foot traffic to the category rose back up in the summer of 2021, the Delta and subsequent Omicron waves brought visits down once more. And as visit gaps post-Omicron began to narrow, inflation and gas prices put the brakes on any return to normalcy. April and May 2022 saw visits beginning to trend up, though the unrelenting rise of inflation, the highest it’s been in the past 40 years, has slowed that recovery slightly.
Foot traffic data shows that malls are continuing to attract visitors, despite the challenges that seem to crop up weekly.
Still, foot traffic data shows that malls are continuing to attract visitors, despite the challenges that seem to crop up weekly. And while they may no longer play the central role they once did in Americans’ shopping routines, malls still serve as indoor community hubs where friends and family can come together for diverse food, shops, and entertainment options. This could explain why top-tier malls keep on coming back despite the seemingly constant obstacles.
Comparing monthly visits from January 2022 through July 2022 to the same period in 2019 highlights the significant difficulties facing the sector. Indoor malls, open-air lifestyle centers, and outlet malls alike saw marked lags in foot traffic as compared to three years ago.
Monthly year-over-three-year (Yo3Y) foot traffic comparisons also highlight mall resilience.
The monthly year-over-three-year (Yo3Y) foot traffic comparisons also highlight mall resilience. Following an Omicron-plagued January, the visit gaps narrowed in February 2022 to less than 5% for all the segments. And although the increase in gas prices and inflation brought visits down in March, malls quickly bounced back in April 2022, with indoor malls seeing only 1.8% fewer visits than in 2019 and open-air shopping centers down only 4.8% Yo3Y. Foot traffic fell again in May and June as consumers tightened their budgets in the face of rising prices, but consumers appear to have quickly made peace with the new economic reality. By July 2022, visits to indoor malls and open-air lifestyle centers were only 3.5% and 2.7% lower than they had been in July 2019.
COVID didn’t just impact visit numbers – since 2020, mall visits have also gotten shorter, likely a result of pandemic restrictions and a general desire not to congregate any longer than necessary. And although 2021 and 2022 saw a slight uptick in time spent at malls and shopping centers – from 60 minutes in 2020 to 62 minutes in 2021 and 2022 – the median dwell time is still significantly lower than the 70 minutes median dwell time of pre-COVID 2018 and 2019.
Shorter visits are not necessarily a bad thing – intent-driven shoppers may simply be doing more research ahead of time and less in-mall browsing.
Shorter visits are not necessarily a bad thing in and of themselves – consumers today are highly informed, so many intent-driven shoppers may simply be doing more research ahead of time and less in-mall browsing. But shorter (and fewer) visits do mean that malls must focus on giving shoppers a reason to visit. We explore some successful strategies below.
Malls have long integrated entertainment into their overall experience in the form of arcades, movie theaters, and even coin-operated animal rides. Some malls, however, are taking their entertainment offerings to the next level.
In August 2021, CBL Properties, a Tennessee-based property developer, announced the opening of the Hollywood Casino by Penn National Gaming in the York Galleria Mall in York, Pennsylvania. The 80,000 square foot casino, which boasts 500 slots and 24 live-action table games, opened in the mall’s lower level. The space was occupied by a now-closed Sears department store, and the entertainment venue now functions as a new anchor to draw customers in.
The casino’s opening has had a dramatic impact on the mall’s foot traffic. In a year-over-three-year (Yo3Y) comparison, July 2021 saw 2.4% fewer visitors than July 2018. But when the casino opened in August 2021, visits to the location jumped to 31.4% Yo3Y. This increase is all the more impressive considering that the casino opened on August 19th, with only 12 days left in the month.
The mall, which had seen negative Yo3Y visit numbers until the casino’s opening, has sustained the positive visit trend through July 2022 – a testament to the appeal of in-mall entertainment.
Another mall betting on indoor entertainment is the Pierre Bossier Mall in Bossier City, Louisiana. In April 2022, Surge Entertainment opened a child-friendly space, which includes zip-lining, bowling, laser tag and arcade games. The Surge Entertainment chain is co-owned by Drew Brees, the former New Orleans Saints quarterback, and has 15 locations around the country. The Pierre Bossier Mall branch is filling the space vacated by Virginia College, which closed its doors in 2018.
Since Surge Entertainment opened its Bossier City location, the mall has seen a dramatic increase in average dwell time.
Since Surge Entertainment opened its Bossier City location, the mall has seen a dramatic increase in average dwell time. Between July 2021 and March 2022, median dwell time hovered between 51 and 58 minutes. But following the center’s opening, median dwell time jumped to 78 minutes. Since then, the median dwell time has remained consistently elevated: In the four months since the Surge Entertainment opening, median dwell times did not drop below 75 minutes.
Brick-and-mortar retailers once viewed online shopping as a threat – but now, mall owners and operators are increasingly turning to digital channels to complement existing approaches. COVID-19 and the surge of online shopping further fueled malls’ digital progress. Over the past two years, large malls and suburban shopping centers across the country have been rolling out various online and social shopping options and adopting omnichannel strategies.
In September 2020, Centennial, a real estate investment firm with many malls and mixed-use entertainment centers in its portfolio, launched a chain-wide omnichannel platform called Shop Now!. The app allows consumers to shop across all Centennial malls the way someone would shop on Amazon.
The first phase of the program, which launched in October 2020, allowed users to browse an AI-powered search engine connected to the inventory of all of the stores operating in their mall of interest. In February 2022, Centennial debuted phase two of the program at its Santa Ana, CA based MainPlace Mall. It allows customers to consolidate orders from several stores into a single cart, get the order fulfilled by personal shoppers, and have the orders ready for same-day delivery or on-site pickup.
The e-commerce app could have detracted shoppers from physically going to the mall – but instead, the program increased both monthly and loyal visitors.
The app allows consumers to browse and shop from the comfort of their phones. It could have detracted shoppers from physically going to the mall – but instead, the program has increased both monthly and loyal visitors. In the months following the launch of the second phase, MainPlace Mall saw its loyal visits increase by 5% (from 46.2% in February ‘22 to 51.3% in June ‘22), while overall monthly visits in April ‘22 increased by 5.5% when compared to 2019. The digital investment also helped the mall make sales that could have been lost to other e-commerce platforms. The mall’s brick-and-mortar success following the addition of a digital channel highlights how malls can rise to the top by embracing an omnichannel strategy.
Continuing its innovative streak, the MainPlace Mall recently added an experiential component with the opening the American Ninja Warrior Adventure Park in July 2022 in the place of four former retail stores. During its first month of operation, the park drove the mall’s share of loyal visits up by 13.4% compared to the previous month while boosting Yo3Y monthly visits by 18.0%.
The difference in impact between the online platform launch and the opening of the American Ninja Warrior Adventure Park indicates that malls can enjoy both gradual gains over time as well as jumps in foot traffic and loyalty, depending on the strategy they adopt.
Omnichannel strategies can also revitalize food courts hit hard by the pandemic. Arundel Mills Mall, part of the Simon Property Group, began offering online orders in February 2022 via a platform called Snackpass, allowing users to use the app at various eateries around the mall. Snackpass, launched in 2017 as a food ordering app on the Yale campus, facilitates group ordering and includes various social features. Its current iteration allows customers to pre-order food, skip lines, collect rewards, and engage with friends. It also offers discounts on group orders, in an effort to promote social dining.
Since the beginning of the Snackpass partnership, the shopping center itself is seeing more visitors – many of whom are coming from farther away.
Since the beginning of the Snackpass partnership, the shopping center itself is seeing more visitors – many of whom are coming from farther away. In the five months following the app’s launch, Arundel Mills saw an overall increase of 15 square miles to its True Trade Area (TTA), and an increase of 29.5% in visits per sq. ft. – The consistent increase in TTA and visits per sq. ft. are a testament to the power of innovative dining partnerships to draw traffic to top-tier malls.
With many retailers reducing their on-mall presence, empty brick-and-mortar stores have attracted plenty of negative attention. But now, malls are increasingly repurposing vacated spaces in new, innovative ways that resonate with local communities and can fill their evolving needs.
At the Ocean County Mall in Toms River, NJ, Simon Property Group repurposed the huge space left by a former Sears store and turned it into a lifestyle center, with stores opening throughout 2020. The space is now being used by a number of highly popular chains such as LA Fitness, Ulta Beauty, HomeSense, and P.F. Chang’s and also includes a children's play area.
This pivot seems to be working. Median dwell time to the mall has increased from 53 minutes to 56 minutes, a significant change when considering that a majority of malls have recently seen their dwell times drop.
The center has also seen the median age for its trade area decrease from 40.5 years old in the first half of 2021 to 37.2 in the first half of 2022, a dramatic shift in visitor demographics. Yo3Y visits are strong as well – July 2022 were up by 17.1%.
In a similar tale of a closed Sears turning into a lifestyle center, the Northshore Mall in Peabody, MA turned the space vacated by the department store into a mixed-use center. The most significant anchor is now the high-end Life Time Fitness Center that offers cardio, weights, and functional training rooms, and includes yoga, pilates, and cycling studios, indoor and outdoor pools, basketball and pickleball courts, saunas, and a bistro.
As soon as the health club opened its doors in July 2021, visits to the mall increased – significantly outpacing the levels seen when Sears was still open.
As soon as the health club opened its doors in July 2021, visits to the mall increased – significantly outpacing the levels seen when Sears was still open. Both Yo3Y and year-over-four-year (Yo4Y) foot traffic numbers were impressive, with July 2022 seeing 17.2% more visitors than three years prior.
As visits to malls become more focussed, selecting the right tenant has never been more important – and that may mean looking at unconventional occupants to draw in customers.
In one example of tapping into local needs, the Westfield Oakridge shopping center in San Jose, CA, opened a specialty grocery store on its premises. 99 Ranch Market, one of the largest Asian supermarket chains in the U.S., began operating its first mall location in March 2022. The location includes classic grocery store items such as produce, meat, and seafood sections, and also boasts a dining hall, tea bar, and bakery.
Its opening day saw lines snaking out the door, as excited locals queued to sample the store’s delicacies. And the crowd-drawing hype seems to be more than a flash in the pan – the months following the opening were the mall’s strongest in the past year and a half. Yo3Y visits were up by 10.1% in July 2022 , with some shoppers reporting that the addition of the grocery store had turned Westfield Oakridge into their all-in-one stop shop.
Although the area was not lacking in grocery options, retail foot traffic data indicates that the new 99 Ranch Market at Westfield Oakridge Mall still filled a void.
Although the area was not lacking in grocery options, retail foot traffic data indicates that the new 99 Ranch Market at Westfield Oakridge Mall still filled a void – the new grocery store’s trade area has only minimal overlaps with the other trade areas of the nearby 99 Ranch Markets locations. This means that most of the new 99 Ranch Market’s customers were not being well-served by the existing locations of the chain.
Westfield Oakridge is not the only San Jose mall turning to food to attract the crowds. On June 16th 2022, following much hype and a pandemic-related delay, Eataly, the all-in-one Italian market, restaurant, and cooking school opened its first Northern California location at the Westfield Valley Fair in Santa Clara, CA.
Prior to the launch, the Westfield Valley Fair mall was already one of the more successful malls in the country – but the opening of Eataly seems to be driving even more foot traffic. Yo3Y visits to malls during Eataly’s opening week exceeded 20% for the first time in months and have since remained consistently elevated, with visits for the week of July 25th up 27.7% relative to the equivalent week in 2019.
In March 2022, regional department store Von Maur opened its doors at The Village of Rochester Hills, an open-air lifestyle center in Michigan. The retailer, which has 36 locations throughout the Midwest, took over the space left vacant by Carson’s, another Midwest-based department store.
What may be the first new department store in the Detroit metropolitan area in over a decade is driving visits to the shopping center.
What may be the first new department store in the Detroit metropolitan area in over a decade is driving visits to the shopping center. Von Maur’s March 2022 opening pushed Yo3Y visits up by 16.9% compared to the mere 4.3% Yo3Y increase the month before.
Part of the secret to Von Maur’s success lies in the psychographic characteristics of residents within the mall’s trade area. Using Spatial.ai’s GeoWeb data, a tool which tracks online engagement with various trends and topics by neighborhood, we found that the TTA surrounding The Village had an index of 131 for department store shoppers. In other words, people in the mall’s trade area exhibited heightened interest in department stores – they engaged with department-store-related content at a rate that was 1.3 times higher than the national average – which helps explain why Von Maur is thriving in this specific location. And in another testament to the strength of immersive retail experiences, Von Maur, which focuses on curating a unique shopper journey and features a pianist at all of its locations, has been ranked the top department store in America.
The addition of Von Maur is not the only change that The Village is implementing – the mall has continued adding new stores and will be opening more throughout the year. These, too, will likely boost foot traffic to the lifestyle center.
The mall’s ability to select tenants that cater to, and reflect the needs and behaviors of its consumers is likely to continue driving success. By drilling down into the nitty-gritty details of who comes to shop, where they come from, and what shops they enjoy frequenting, mall management can tailor the shopping center to meet the needs of its base.
The “death of the American mall” has been predicted for years. The reality, however, is much more nuanced than that – like many other sectors, malls are undergoing a shift to help them better serve evolving customer needs and survive and thrive in an ever-shifting retail landscape.
The malls featured in this white paper have found ways to consistently attract visitors despite the various obstacles faced by the category over the past two years. By understanding that the American mall must evolve along with the consumers, mall owners can successfully revitalize their retail spaces.

This report leverages location intelligence data to analyze the auto dealership market in the United States. By looking at visit trends to branded showrooms, used car lots, and mixed inventory dealerships – and analyzing the types of visitors that visit each category – this white paper sheds light on the state of car dealership space in 2023.
Prior to the pandemic and throughout most of 2020, visits to both car brand and used-only dealerships followed relatively similar trends. But the two categories began to diverge in early 2021.
Visits to car brand dealerships briefly returned to pre-pandemic levels in mid-2021, but traffic fell consistently in the second half of the year as supply-chain issues drove consistent price increases. So despite the brief mid-year bump, 2021 ended with overall new car sales – as well as overall foot traffic to car brand dealerships – below 2019 levels. Visits continued falling in 2022 as low inventory and high prices hampered growth.
Meanwhile, although the price for used cars rose even more (the average price for a new and used car was up 12.1% and 27.1% YoY, respectively, in September 2021), used cars still remained, on average, more affordable than new ones. So with rising demand for alternatives to public transportation – and with new cars now beyond the reach of many consumers – the used car market took off and visits to used car dealerships skyrocketed for much of 2021 and into 2022. But in the second half of last year, as gas prices remained elevated – tacking an additional cost onto operating a vehicle – visits to used car dealerships began falling dramatically.
Now, the price of both used and new cars has finally begun falling slightly. Foot traffic data indicates that the price drops appear to be impacting the two markets differently. So far this year, sales and visits to dealerships of pre-owned vehicles have slowed, while new car sales grew – perhaps due to the more significant pent-up demand in the new car market. The ongoing inflation, which has had a stronger impact on lower-income households, may also be somewhat inhibiting used-car dealership visit growth. At the same time, foot traffic to used car dealerships did remain close to or slightly above 2019 levels for most of 2023, while visits to branded dealerships were significantly lower year-over-four-years.
The situation remains dynamic – with some reports of prices creeping back up – so the auto dealership landscape may well continue to shift going into 2024.
With car prices soaring, the demand for pre-owned vehicles has grown substantially. Analyzing the trade area composition of leading dealerships that sell used cars reveals the wide spectrum of consumers in this market.
Dealerships carrying a mixed inventory of both new and used vehicles seem to attract relatively high-income consumers. Using the STI: Popstats 2022 data set to analyze the trade areas of Penske Automotive, AutoNation, and Lithia Auto Stores – which all sell used and new cars – reveals that the HHI in the three dealerships’ trade areas is higher than the nationwide median. Differences did emerge within the trade areas of the mixed inventory car dealerships, but the range was relatively narrow – between $77.5K to $84.5K trade area median HHI.
Meanwhile, the dealerships selling exclusively used cars – DriveTime, Carvana, and CarMax – exhibited a much wider range of trade area median HHIs. CarMax, the largest used-only car dealership in the United States, had a yearly median HHI of $75.9K in its trade area – just slightly below the median HHI for mixed inventory dealerships Lithia Auto Stores and AutoNation and above the nationwide median of $69.5K. Carvana, a used car dealership that operates according to a Buy Online, Pick Up in Store (BOPIS) model, served an audience with a median HHI of $69.1K – more or less in-line with the nationwide median. And DriveTime’s trade areas have a median HHI of $57.6K – significantly below the nationwide median.
The variance in HHI among the audiences of the different used-only car dealerships may reflect the wide variety of offerings within the used-car market – from virtually new luxury vehicles to basic sedans with 150k+ miles on the odometer.
Visits to car brands nationwide between January and September 2023 dipped 0.9% YoY, although several outliers reveal the potential for success in the space even during times of economic headwinds.
Visits to Tesla’s dealerships have skyrocketed recently, perhaps thanks to the company’s frequent price cuts over the past year – between September 2022 and 2023, the average price for a new Tesla fell by 24.7%. And with the company’s network of Superchargers gearing up to serve non-Tesla Electric Vehicles (EVs), Tesla is finding room for growth beyond its already successful core EV manufacturing business and positioning itself for a strong 2024.
Japan-based Mazda used the pandemic as an opportunity to strengthen its standing among U.S. consumers, and the company is now reaping the fruits of its labor as visits rise YoY. Porsche, the winner of U.S New & World Report Best Luxury Car Brand for 2023, also outperformed the wider car dealership sector. Kia – owned in part by Hyundai – and Hyundai both saw their foot traffic increase YoY as well, thanks in part to the popularity of their SUV models.
Analyzing dealerships on a national level can help car manufacturers make macro-level decisions on marketing, product design, and brick-and-mortar fleet configurations. But diving deeper into the unique characteristics of each dealership’s trade area on a state level reveals differences that can serve brands looking to optimize their offerings for their local audience.
For example, analyzing the share of households with children in the trade areas of four car brand dealership chains in four different states reveals significant variation across the regional markets.
Nationwide, Tesla served a larger share of households with children than Kia, Ford, or Land Rover. But focusing on California shows that in the Golden State, Kia’s trade area population included the largest share of this segment than the other three brands, while Land Rover led this segment in Illinois. Meanwhile, Ford served the smallest share of households with children on a nationwide basis – but although the trend held in Illinois and Pennsylvania, California Ford dealerships served more households with children than either Tesla or Land Rover.
Leveraging location intelligence to analyze car dealerships adds a layer of consumer insights to industry provided sales numbers. Visit patterns and audience demographics reveal how foot traffic to used-car lots, mixed inventory dealerships, and manufacturers’ showrooms change over time and who visits these businesses on a national or regional level. These insights allow auto industry stakeholders to assess current demand, predict future trends, and keep a finger on the pulse of car-purchasing habits in the United States.
