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Like so many tourism hot spots, the pandemic brought visitation to Las Vegas to a near halt. Since then, the city has invested heavily in several new entertainment and sports venues – redefining Las Vegas for the post-pandemic era.
Yet standing in the way of Las Vegas’ next tourism boom is a growing challenge: affordability. For many travelers, a Vegas getaway has become increasingly out of reach, starting with the rising cost of staying on the iconic Strip. But the Strip itself may also hold the solution. AI-powered location intelligence suggests that activations designed to bring visitors directly to the corridor can boost foot traffic and attract mainstream audiences, reinforcing the Strip’s role as a central tourism engine.
After a brief foot traffic recovery in 2021 and 2022, visits to the Strip have remained below pre-pandemic levels. But since last year, the traffic decline appears to have tapered off– signaling a fresh baseline upon which visitation can build in the months and years ahead.
While the Strip's overall foot traffic has stabilized, major pop culture moments continue to drive meaningful spikes in visitation. Across a range of major events in 2026, out-of-market traffic jumped significantly above the same-day-of-week average.
The recent BTS ARIRANG World Tour was a tourism powerhouse, as the city rolled out weeks-long activations that drove traffic beyond the performance venue and onto the Strip itself. Similarly, the EDC World Party Parade, Bruno Mars Day, and the NASCAR Cup Series Hauler Parade all served as prime examples of broader venue-based events with an on-Strip element that ignited foot traffic – a formula that could be key to Las Vegas’s next chapter of tourism growth.
Diving into the demographics of Strip visitors highlights why boosting these event-based audiences could be critical.
Since the pre-pandemic period, the Strip's everyday visitor base has become notably more affluent – likely in part due to rising costs at hotels and resorts. In January through May of 2019, the median household income (HHI) of Strip visitors was $93.2K, compared to $101.1K during the same window in 2026.
However, on nearly all of the event days analyzed – with the exception of Bruno Mars Day – the Strip’s median HHI declined, in several cases pulling back toward 2019 levels. The EDC World Party Parade drew a median HHI of $94.7K, and on BTS concert days, the median HHI on the Strip ranged from $95.9K to $97.4K.
This shows that events driving traffic to the Strip are attracting audiences that more closely reflect the broad, mass-market appeal on which Las Vegas built its identity. By attracting a broader cross-section of visitors, widely accessible on-Strip events could help rekindle both the scale and diversity of visitation that characterized the city before the pandemic.
Las Vegas has invested heavily in new sports and entertainment venues. But as the city enters its next era of tourism, maximizing the role of the Strip could be key to driving visitation, engagement, and economic activity.
For more data-driven civic storylines, visit Placer.ai/anchor.
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Retail corridors – with their orientation towards apparel flagships, aspirational brands, and dining – have not been immune to the macroeconomic pressures weighing on discretionary retail. Declining consumer sentiment and tariff uncertainty appear to have impacted visits, which decreased year-over-year (YoY) most months since September 2025. And after a relatively resilient January and February, three of the steepest YoY visit gaps of the past year came in March, April, and May 2026, as rising fuel prices added another layer of financial pressure to household budgets.
Zooming in on monthly visit duration provides further evidence that economic headwinds – and pressure at the pump in particular – are having a meaningful impact on retail corridor traffic as the year progresses.
In January and February 2026, visits of less than 30 minutes decined compared to 2025 while visits of 30 minutes or more increased. This could reflect ongoing cost-of-living concerns – with consumers shopping more deliberately, checking prices, and taking longer to decide. In addition, consumers continue to prioritize elevated retail experiences and third-places, which can be cost-effective forms of recreation while encouraging longer dwell times. These factors likely helped fuel growth in extended visits while supporting overall traffic resilience for the first two months of the year.
But since March 2026, economic uncertainty has been compounded by rising fuel prices – perhaps making driving downtown less appealing to some. As a likely consequence, visits under 30 minutes dipped further, and visits of over 30 minutes flattened or declined outright, indicating that retail corridors are seeing an overall contraction of the discretionary-oriented activity they typically depend on.
To be sure, extended visits are still the norm. The average visit to retail corridors remained above two hours throughout the first five months of 2026, as they remain ideal destinations for discovery and leisure time. That strength, alongside incremental improvements in the longest visit buckets could signal an overall visit resurgence in the months ahead.
Retail corridor visitation trends show that consumer behavior can shift quickly in response to macroeconomic conditions. While early 2026 showed signs of more intentional, third-place style visits, the current fuel price spike appears to be putting a damper on mid-to-extended length trips. For retailers and civic stakeholders, resilience may depend on enhancing the consumer experience, in-store and along the corridor, giving consumers a reason to visit – and stay a while.
For more data-driven retail insights, visit placer.ai/anchor.
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The broader restaurant industry continues to navigate a challenging economic environment, and rising gas prices have made value perception an even more important factor for consumers in determining where – and how – they choose to eat. With fuel costs remaining elevated throughout May 2026, we turned to the latest Placer.ai Dining Index data to assess how different dining segments performed and whether these emerging trends continued to gain momentum.
Dining traffic in May 2026 painted a mixed picture for the restaurant industry. Visits to full-service chains rose year-over-year (YoY) after two consecutive months of declines, likely benefiting from both Mother's Day and a favorable calendar shift. May 2026 included five Sundays compared to four in May 2025 – a subtle but meaningful tailwind for sit-down dining. The rebound suggests that even amid a challenging economic backdrop, consumers remain willing to spend on special occasions.
At the same time, pressure continued to build in the more value-oriented dining segments. QSR visit declines widened YoY, while fast-casual traffic growth slowed. Together, these trends provide additional evidence that persistent inflation and tighter household budgets are weighing on consumer behavior – particularly among the typically value-conscious audiences of QSR and fast casual chains.
Some of the weakness in QSR traffic – and even the slowdown in fast casual growth – may be tied to shifting consumer preferences around drive-thru usage and other convenience-based ordering channels
Location intelligence reveals that sub-10-minute visits to the two limited-service segments have underperformed compared to overall visits for several months. And in May 2026, short visits to QSR chains fell sharply YoY, while short visits to fast casual chains also decreased – their first such decline of 2026. The drop in visits under 10 minutes to both segments – a duration typically associated with drive-thru, but also pickup, and delivery orders – suggests that diners are not only looking to reduce fuel consumption but are increasingly prioritizing the experience of dining out over the convenience of picking up food to go.
With summer travel season around the corner and some modest relief at the pump beginning to emerge, drive-thru traffic, for its part, could shift into a higher gear in the weeks and months ahead.
May's dining data highlights a growing divide within the restaurant industry. While consumers continue to make room for special-occasion dining, value-oriented segments face mounting challenges as economic pressures persist. And with short-duration visits declining across both QSR and fast casual chains, elevated fuel costs may be reshaping how consumers approach their favorite chains.
For the latest dining insights, visit Placer.ai/anchor.
Following five consecutive quarters of declining same-store sales, Wendy's has appointed Robert D. “Bob” Wright – fresh off a successful turnaround at Potbelly – to steer the Dublin, Ohio-based chain back to growth. Can Wright work his magic once again? We dove into the data to understand what it will take to engineer another comeback.
Wendy's appointment of Bob Wright is rooted in his success leading Potbelly through a strong post-pandemic recovery. During Wright's tenure, Potbelly outperformed the broader fast-casual segment, while Wendy's has struggled to keep pace with the QSR industry's recovery – and Wendy's is likely betting that Wright can bring a similar turnaround playbook to Wendy's.
But whether Wright can replicate his success at Potbelly depends, in part, on what's driving Wendy's current challenges.
While macroeconomic headwinds have pressured value-oriented restaurant spending, they do not fully explain Wendy’s recent traffic struggles.
Wendy’s, McDonald’s, Burger King, and Taco Bell all attract visitors from trade areas with similar median household incomes, yet Wendy’s has been the only chain to consistently post substantially weaker same-store visit performance over the past year.
Cross-visitation data further suggests that Wendy's challenges extend beyond macroeconomic headwinds. Since 2019, Wendy's customers have become increasingly likely to visit competing restaurant chains, indicating that the brand may be losing differentiation in an increasingly crowded market.
The encouraging news for Wendy's is that the traffic data points to several areas of underlying strength. If Wendy's can reconnect with consumer segments and dayparts where it has historically demonstrated traction, it may be able to reignite growth without fundamentally reinventing the brand.
On the demographic front, AI-based location analytics suggests that Wendy's may already possess an advantage that many restaurant chains are trying to build – a meaningful connection with younger consumers. Compared to the broader QSR industry, Wendy's captured market includes a larger share of younger, nonfamily households, indicating that the brand has established a stronger foothold among Gen Z and younger millennials than many of its peers.
So rather than trying to fundamentally reshape its customer base, Wendy's may have a greater opportunity to build on an audience that is already engaging with the brand. The success of initiatives such as the SpongeBob SquarePants collaboration demonstrates how culturally relevant campaigns can translate that engagement into traffic gains, giving Wendy's a potential blueprint for strengthening its relevance with younger consumers even further.
At the same time, the chain also overindexes on older consumers, positioning it to appeal to two demographic groups that many brands struggle to reach simultaneously. This positions the brand to appeal to two demographic groups that many restaurant concepts struggle to reach simultaneously and may create opportunities across multiple dining occasions. In particular, older consumers could represent a valuable audience for breakfast, a daypart where Wendy's has historically invested heavily but has recently begun to pull back.
Indeed, Wendy's has recently allowed some franchisees to reduce breakfast hours as demand has softened across the industry. Yet the data suggests that the brand's breakfast's challenges are not solely a function of weakening consumer demand for QSR breakfast – Wendy's morning traffic has fallen substantially faster than the category as a whole, pointing to a meaningful share loss.
That dynamic – especially given the brand's overindexing among older diners – raises questions about whether further retrenchment is the right long-term strategy. Even though breakfast accounts for a relatively small share of overall visits (less than 9% of Wendy's visits take place between 6 AM and 10 AM) abandoning the daypart risks accelerating traffic declines, and it is not clear that consumers who stop visiting Wendy's for breakfast will simply shift their visits to lunch or dinner. Instead, targeted efforts to improve breakfast awareness, relevance, and differentiation could help Wendy's close one of its largest performance gaps and recapture incremental visits that might otherwise be lost to competitors.
While Wendy's challenges are real, location analytics suggest that the chain is far from starting from scratch. Between its established appeal among younger consumers, its strength with older diners, and a breakfast business that still has room to improve, Wendy's has several levers it can pull to regain momentum. If Bob Wright can apply the same combination of focus, differentiation, and disciplined execution that fueled Potbelly's turnaround, Wendy's may be better positioned for a comeback than recent traffic trends suggest.
For more data-driven dining insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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May 2026 brought a fresh round of return-to-office (RTO) pressure – PNC Financial's five-day mandate took effect at the start of the month, while EY told its U.S. tax teams to plan for more in-person time this summer. Both join a growing list of employers tightening face-time policies. At the same time, gas prices climbed to an average of $4.61 in May, making the commute more expensive for employees who drive to work.
How did these competing forces play out on the ground? Did the office recovery continue, or was May the first month this year to show signs of slowing down? We dove into the data to find out.
At first glance, May's results suggest a slowdown. Total visits to the Placer.ai Nationwide Office Index were 38.6% below May 2019 levels and 1.2% below May 2025.
But the apparent weakness is largely explained by the calendar. May 2026 included only 20 working days, compared to 21 in May 2025 and 22 in May 2019. When adjusting for business days, visits were actually 3.7% higher than last year and just 32.4% below the 2019 baseline – compared to 34.9% for May 2025. In other words, May 2026 was the busiest May for per-working-day office attendance since the pandemic, extending the streak in which every month so far this year has set a post-pandemic high for its respective calendar month.
Still, even when normalized, the pace of YoY growth was modest, suggesting that higher commuting costs may be tempering some of the gains from ongoing return-to-office initiatives.
Nationwide Office Index, May 2026
The same calendar effect carried across the major markets, where most cities showed year-over-year declines on raw visits that turned positive once working days were accounted for. San Francisco led the year-over-year (YoY) field, with per-working-day visits up 8.2% – tracking the city's AI-driven leasing recovery. With its strongest leasing quarter this year since 2014, declining office availability, and robust net absorption, the city appears increasingly well-positioned to sustain its momentum.
Los Angeles followed at +6.5% YoY per working day, with Dallas, Chicago, Miami, New York, and Boston all in positive territory. Only three markets stayed slightly negative: Denver, down 1.4% from a year ago, Houston, down 0.6%, and Washington, D.C., essentially flat at -0.1%.
Denver's continued softness likely reflects the same dynamics noted last month – a particularly remote-friendly labor market and record-high downtown vacancy. Still, improving net absorption and gradually strengthening demand for Class A office space may portend stronger visitation trends in the months ahead. Houston's slight decline, meanwhile, may partly stem from contraction in its dominant energy sector, where major employers such as Chevron have reduced local headcount.
On the longer view versus 2019, the RTO rankings held their usual shape. Miami remained the clear leader, sitting 11.0% below its pre-pandemic baseline on a per-working-day basis, with New York next at 18.3% below. Denver finished last once more, down 48.4% from 2019. And San Francisco held onto third-to-last position, showing how far it has come from its former status as the nation's weakest-performing office market.
The pace of office recovery moderated in May, but the calendar accounted for most of the apparent weakness. On a per-working-day basis, office attendance continued to rise, with gains recorded across most major markets.
Whether lower gas prices or additional RTO mandates will reignite a faster recovery later in the year remains to be seen. For now, however, the data suggests that office utilization continues to inch upward, even as the pace of improvement becomes more gradual.
For more data-driven office recovery analyses, visit Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Despite reports of record-low consumer sentiment in May 2026, consumer foot traffic increased year-over-year across all mall formats in May, marking the second straight month of gains and the fourth positive month of 2026.
Some of May's gains may be attributable to a calendar shift. May 2026 included one additional Sunday and one fewer Thursday than May 2025 – and because Sundays typically generate stronger mall traffic than Thursdays, the difference in weekday composition likely provided a tailwind for visitation.
Still, even after adjusting for differences in weekday composition, YoY traffic growth remained positive for both indoor malls and open-air centers. Even outlet malls – which typically require longer drives and cater to less affluent shoppers – maintained traffic levels in line with last year despite ongoing economic pressures.
Year-over-Year Change in Average Daily Visits by Weekday and Mall Format, With Each Format's Calendar-Normalized Monthly Trend
Bars show the year-over-year change in average daily visits for each weekday; dashed lines show each format's calendar-normalized monthly figure.
The stable-to-positive mall visitation trends are particularly notable given the broader discretionary retail environment, where consumer traffic has declined YoY since mid-April as rising gas prices and economic uncertainty have begun to weigh on spending behavior.
What is setting malls apart? One potential explanation is that mall visits and traditional retail spending are increasingly decoupled. Unlike standalone retail stores, malls serve a variety of purposes beyond shopping, including dining, fitness, entertainment, and socializing. As a result, consumers may be scaling back purchases of discretionary goods without materially reducing their mall visits. And while they may be spending less on apparel, accessories, or other retail categories, they may still be spending money within the mall ecosystem through restaurants, entertainment venues, and other services.
But that does not necessarily mean that mall traffic is disconnected from retail demand – as mall resilience may also simply be a reflection of the ongoing bifurcation of the U.S. consumer. Compared to the broader discretionary retail sector, malls draw from more affluent trade areas, giving them greater exposure to households that have remained relatively insulated from recent economic pressures. In this view, consumers are not simply visiting malls for non-retail activities – they are continuing to shop there as well. The combination of a more affluent customer base and an increasingly diversified mix of uses may help explain why mall traffic has remained resilient even as visitation across much of discretionary retail has softened.
While economic uncertainty and weak consumer sentiment are likely to remain headwinds in the months ahead, recent traffic data suggests that malls continue to occupy a unique position within the retail landscape. As malls increasingly blend retail, dining, entertainment, and services – and continue to attract relatively affluent consumers – the sector may remain better positioned than much of discretionary retail to weather a more challenging consumer environment.
“Retail media networks have turned retailers into ad moguls. That’s a huge change and nobody yet understands all the implications of it.”
Constantine von Hoffman, MARTECH
Companies operating consumer-facing brick-and-mortar venues traditionally relied on selling goods and services as their primary revenue stream. But recently, leading retailers such as Walmart and Target have begun to leverage their immense store fleet into a powerful advertising platform.
Online retailers have been tapping into the advertising power of their digital sites for years by relying on various automated tools to show third-party advertisements to relevant consumer segments. But now, retailers with a strong offline presence can also leverage physical marketing impressions and focus their campaigns while reaching consumers at the point of purchase. Retailers have long recognized the intent that drives a store visit, and understanding the full value of leveraging that visit to its full extent is an important new frontier.
Major retailers are continuing to see their physical visits outnumber their online ones.
And in spite of the gloomy predictions regarding the future of brick and mortar retail, major retailers are continuing to see their physical visits outnumber their online ones. Monthly numbers of visitors to Walmart and Target significantly outpace the brands’ online reach, according to web data from Similarweb. So although, up until recently, these brands have focused their media placements on their digital channels, it is becoming increasingly clear that these chains’ physical stores hold powerful – and currently untapped – advertising potential.
Online visitor data source: similarweb.com
And with the recent rise in digital advertising costs, retail media networks are becoming more attractive for companies looking to make the most of their ad budget. Retail media networks can also help brands reach rural communities, elderly Americans, and other consumer segments that are currently underserved by digital advertisers.
This white paper explores several retailers on the cutting edge of the retail media network revolution. Keep reading to find out how advertisers can use retail media networks to promote to hard-to-reach consumers, segment their ad spending, and optimize their campaigns.
Residents of rural areas use the internet less frequently, and have lower levels of technology ownership than their urban and suburban counterparts. As a result, companies that stick to digital advertising may have a harder time reaching rural consumers. Brick and mortar retailers popular in smaller markets can fill in the gaps and help brands promote their products and services to this hard-to-reach audience.
Brick and mortar retailers popular in smaller markets can help brands advertise to hard-to-reach audiences.
Dollar General saw significant success over the pandemic, with the current economic climate continuing to benefit the brand. Between January and August 2022, nationwide visits to Dollar General venues were 35.6% higher than they were between January and August 2019, while the number of visitors increased 25.4% in the same period.Visit numbers aggregate the visits to the chain’s various locations in a given period, while visitor numbers track the number of people who enter the brand’s stores.
The company has also been operating a media network since 2018. The Dollar General Media Network (DGMN) enables advertisers to reach Dollar General consumers across the company’s channels to build awareness both digitally and in physical spaces. Advertisers with DGMN can display in-store bollard, blade, and wipe stand signs, security pedestals, basket bottomers, and shelfAdz to deliver in-store messaging from parking lot to purchase. Recently, Dollar General announced that its ad platform was now working with 21 new advertising partners, including Unilever, General Mills, Hershey’s, and Colgate-Palmolive.
Embracing the Power of the Small Market
Advertising partners can leverage the DGMN to promote their goods and services to harder-to-reach consumers.
Dollar General has been serving rural residents for years, with the majority of the company’s stores located in communities with fewer than 20,00 residents. And while the brand is growing nationwide, Dollar General’s strength is particularly evident in small markets – which means that advertising partners can leverage the DGMN to promote their goods and services to harder-to-reach consumers.
Comparing year-over-three-year (Yo3Y) visit change to Dollar General stores in metropolitan and micropolitan core based statistical areas (CBSAs) highlights the company’s success in smaller markets. According to the United States Office of Management and Budget, metropolitan and micropolitan CBSAs have over and under 50,000 residents, respectively. Since January 2022, monthly Yo3Y visit growth to Dollar General venues in select Texas micropolitans has consistently outpaced foot traffic to nearby metropolitan areas. While the Sherman-Denison metro area saw August 2022 foot traffic hit a solid 24.5% increase over August 2019, the Gainesville, Texas micro area – around 35 miles east of Sherman – saw its foot traffic increase 54.5% in the same period.
Dollar General’s presence across a significant number of smaller markets means that advertising partners can use the growing DGMN to increase awareness and drive purchase consideration among these harder-to-reach consumers.
In the digital space, three tech giants – Alphabet (previously Google), Meta (previously Facebook), and Amazon – enjoy over 60% of the digital ad revenue in the United States. This means that companies are competing for impressions on a small number of platforms – and smaller brands geared at specific consumer segments may need to spend significant advertising budgets to outbid the larger players. Retail media networks create additional advertising platforms, and enable advertisers to diversify their ad spend, increase their (physical) impressions, focus on more specialized channels to better reach their audience, and potentially reach customers at their highest point of intent.
Retail media networks create additional advertising platforms and potentially reach customers at their highest point of intent.
Albertsons launched its retail media network, Albertsons Media Collective, in November 2021 with the goal of delivering “digitally native, shopper-centric and engaging branded content to the company’s ever-growing network of shoppers.” Currently, the grocer’s media network is primarily digital, but Albertsons’ head of retail media products Evan Hovorka recognizes the importance of leveraging in-store assets to deliver a unique advertising experience. The company is testing out smart carts that link with “Albertsons for U” loyalty program to display ads to shoppers – and Albertsons is likely to find more ways to reach in-store consumers as it continues to develop its retail media network.
The chain is also one of the most popular grocers nationwide. With the exception of March and April 2022, when inflation and high gas prices temporarily halted growth, the brand’s monthly visits and visitor numbers have consistently exceeded pre-pandemic levels. Monthly visits for Albertsons in August 2022 were up 5.7% and monthly visitors were up 5.4% on a Yo3Y basis. This means that advertisers with Albertsons can increase their reach and grow their physical ad impressions just by displaying their ads in Albertsons locations and tapping into the chain’s growing visitor base.
Looking beyond Albertsons' nationwide average foot traffic trends reveals some important regional differences. Between January and July 2022, visits to the brands increased 4.6% in Wyoming on a Yo3Y basis, while foot traffic to the brand’s locations in Oregon jumped 18.5% compared to January through July 2019. This means that a brand looking to reach consumers in Oregon can contract with Albertsons’ media network to show its ads to a fast-growing pool of visitors.
A larger visitor count translates to an increase in unique ad impressions, while more visits from fewer visitors can drive repeated exposures.
Diving deeper into the data reveals an additional layer of insight. Some states with only moderate visit growth are seeing a surge in visitor numbers, while other states are seeing a drop in visitor numbers but a rise in visits. A larger visitor count translates to an increase in unique ad impressions and more people exposed to the ads, while more visits from fewer visitors translates to more overall impressions that can drive repeated exposure among a smaller group of visitors. So advertisers can use segmented foot traffic data to decide where to focus their marketing depending on the goal of the campaign.
For example, Wyoming's moderate increase in visits hides a significant spike in visitors, which means that advertisers to Albertsons venues in Wyoming can get their impressions before a large number of different potential consumers. Meanwhile, Oregon's 18.5% increase in visits is the result of just a 9.4% increase in visitors – so Albertsons is cultivating an increasingly loyal following in the Beaver State, and the grocer’s advertising partners can expect that the same visitors will be exposed to their brand repeatedly.
So companies that want to increase unique ad impressions and build awareness can advertise to Albertsons customers in Wyoming, where their ads will be seen by a large number of new people. But in Oregon, companies may want to promote a campaign that focuses on moving Albertsons visitors through their funnel.
In order to accurately assess the ad distribution patterns in each location, brands operating retail media networks need to understand both visits and visitors trends in each region and for the chain as a whole.
Advertisers with retail media networks can use foot traffic data to refine their geographic audience by identifying the consumer preferences of a given brick-and-mortar brand on a store or city level.
In August 2020, CVS Pharmacy launched its media network, the CVS Media Exchange (cMx). The company estimates that 76% of U.S. consumers live within five miles of at least one store, and the cMx allows partners to tap into the chain’s reach by giving advertisers access to CVS’ online and offline channels, including in-store ads.
Although CVS has been closing locations recently, the brand is still one of the strongest players in the brick-and-mortar retail space. Its 2022 visit numbers have consistently exceeded pre-pandemic levels nationwide, and data from CVS locations in leading cities shows that its Yo3Y visits per venue and visitor numbers are even higher.
CVS’s nationally distributed fleet means that the brand’s locations in different regions attract distinct consumer bases.
CVS carries a varied product mix of daily essentials in addition to its healthcare offerings, so the brand attracts a wide range of consumer segments. And the chain’s nationally distributed store fleet means that CVS has locations in different regions that attract distinct consumer bases who do not all have the same lifestyle preferences. By using foot traffic data to understand the regional consumer preferences of CVS consumers beyond the store, advertising partners can refine their market and make the most of the cMx.
Different regions have different fitness cultures. Chains catering to health-conscious consumers can use retail media networks and foot traffic data to focus their efforts on areas where inhabitants exhibit a high demand for regular workouts.
Analyzing cross-visit data from CVS locations across five major urban centers in the U.S. shows that the percentage of those who also visited gyms or fitness studios varied significantly across each DMA. In the New York area, 62.7% of those who visited CVS in Q2 2022 also visited a fitness venue during that period, in contrast with only 38.0% of CVS visitors around Dallas-Ft. Worth, TX in the same period. This information can help advertising partners in the health and wellness space decide where to place their campaigns.
Looking at cross-visit data on a city-wide level can provide a sense of the consumer culture in each area, but advertisers that dive into foot traffic data for individual stores can refine their messaging even further.
On average, 43.8% of CVS visitors in the Chicago DMA also visited a gym in Q2 2022. But drilling down to the top CVS locations in the city reveals that the rate of cross-visits varies significantly from location to location. Both the E 53rd Street and W 103rd Street locations have a relatively high share of visitors who visit fitness locations – 52.5% and 49.2%, respectively. Meanwhile fitness cross-visits were at just 36.6% for the South Stony Island Avenue location. Advertisers promoting health and wellness related products and services may want to focus on the 103rd St. and 53rd St. CVS locations.
Diving into a customer’s behavior and preferences outside the store can help retail media network operators and advertising partners find the areas and locations best suited for each type of ad.
Cross-visit data is one way to identify consumer preferences beyond the physical store. Advertisers can also analyze digital preferences of offline visitors to focus their marketing on the most appropriate locations.
Advertisers can also analyze digital preferences of offline visitors to focus on the most appropriate locations.
Over the past couple of years, Macy’s has been finding ways to reinvent itself and optimize its store fleet – and foot traffic data indicates that the retailer's efforts are paying off. In the first half of 2022, Macy’s exceeded its H1 2021 overall visit and average visits per venue numbers and posted a positive year-over-year (YoY) visitor count. In Q2 2022, despite the wider economic challenges, Macy’s visitors, visits, and average visits per venue saw YoY increases of 3.4%, 4.0% and 9.9% increases.
Like CVS, Macy’s launched its media network in August 2020, and by February 2021 the Macy’s Media Network was already generating $35 million annually. In addition to advertising on the company’s digital channels, Macy’s also offers partners the use of in-store screen displays, package inserts, and the brand’s iconic billboard in New York City’s Herald Square.
Advertisers can optimize their advertising by analyzing the differences in consumer profiles between a chain’s various stores.
Advertisers that understand the differences in consumer profiles between a chain’s various stores can optimize their advertising efforts. While looking at variations in cross-visit trends is one way to identify interested brick-and-mortar consumers, diving into visitor’s digital behavior and online preferences can also provide valuable insights.
Tools such as Spatial.ai’s GeoWeb, which tracks online engagement with various trends and topics by neighborhood, can reveal how offline consumers behave online. An index score of 100 indicates that consumers in an area have an average interest in a given topic, while scores over (or under) 100 indicate that consumers are more (or less) interested in the topic when compared to the national average interest.
We used Spatial.ai’s GeoWeb tool to analyze the online behavior of consumers in the True Trade Areas (TTA) of five Macy’s locations in the Philadelphia, PA DMA – and found that residents of the different TTAs stores showed differing indexes. For example, the Macy’s in the King of Prussia Mall location showed a high index of 161 in “Men’s Business Clothes Shoppers,” while the Cottman Ave. location had an only slightly above average index of 102. This means that advertisers of men’s business apparel may see more results by focussing their advertising on visitors to the King of Prussia location.
Advertisers that use retail media networks do a lot more than just reach in-store shoppers. Stores exist in the physical world, so advertisers can also reach passers-by through physical venues’ windows, blade signs – or in the case of Macy’s, through its Herald Square Billboard. Here too, foot traffic data can reveal the consumer preferences of people walking by the sign.
We looked at the online behavior in the TTA around the traffic pin on the corner where the billboard is located (Broadway/6th Ave and 34th Street in New York) to understand which advertisers might benefit most from a billboard at that location. While the “Men’s Business Clothes Shoppers” category was over-indexed compared to the national average, as would be expected in midtown Manhattan, “Women’s Fashion Brand Shoppers” had an even higher index. “Gen Z Apparel Shoppers” were over-represented, but “Leather Good Shoppers” and ”Athleisure Shoppers” were under-represented. So a brand that carries both elegant wear and athleisure may want to display its less casual clothing lines on the billboard.
Understanding how consumers behave both on and offline can help retail media networks and advertising partners promote their campaigns most effectively.
To transform their physical store fleet into a media network, brands and companies need to analyze the reach of each venue. The same chain operating in multiple regions may be reaching different types of consumers in each area, or even in various neighborhoods of the same city. These distinct audiences may have contrasting products, brands, and shopping preferences.
Retailers that leverage their brick and mortar presence can transform the advertisement space as it exists today.
Retailers can also partner with advertising partners who wish to promote goods and services not carried by the retailer. For this to succeed, the retailer will need to analyze how consumers behave outside of its stores. Understanding what characterizes the overall behavior of consumers in each locations’ trade area will allow the retailer to reach a larger audience and truly compete with the digital giants. And by leveraging their brick and mortar presence, brick and mortar retail can transform the advertisement space as it exists today.
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.
