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Against the backdrop of what remains a challenging time for full-service restaurants (FSRs), we dove into the data to check in with three of America’s leading FSR chains – First Watch, Texas Roadhouse, and Applebee’s. How did they fare in Q2 2024? And what lies in store for them in the months ahead?
First Watch has emerged as a rising star in recent years, rapidly expanding its footprint while at the same time taking pains to preserve the feel of a small, local eatery. The restaurant is nimble on its feet – growing its audience through a strategy centered on continual menu innovation and special seasonal offerings.
In the past year alone, First Watch added dozens of new locations to its fleet. And foot traffic data shows that the chain’s aggressive growth strategy is meeting robust demand. In Q2 2024, YoY visits to First Watch grew by 16.0%, far outperforming FSR and diner & breakfast chain averages. And perhaps more importantly, the average number of visits to each individual First Watch restaurant rose 5.8% over the same period.
Texas Roadhouse is another chain that has been crushing it in 2024 – and not just on Father’s Day. Over the past year, the popular steakhouse opened some 30 new U.S. locations, and plans to continue expanding this year.
And foot traffic data shows that Texas Roadhouse’s high-quality, affordable offerings are resonating with consumers. Despite inflation-driven price hikes, YoY visits to the chain have continued to grow. And though some of this increase is due to the restaurant’s expansion, the average number of visits per location has also been on the rise: Between January and June 2024, Texas Roadhouse experienced near-consistent YoY visit and visit-per-location growth. Only in January and in April did visits per location falter, likely due to January’s inclement weather and an April Easter calendar shift.
On a quarterly basis, too, foot traffic to Texas Roadhouse increased 6.2% in Q2 2024 – significantly outpacing averages for both steakhouses (2.6%) and full-service restaurants (1.2%).
Like many full-service restaurants, Dine Brands’ Applebee’s has faced its share of headwinds in recent years. Over the past 12 months, Applebee’s shuttered at least 30 locations, contributing to a drop in the chain’s overall foot traffic. But analyzing changes in the average number of visits to each Applebee’s restaurant shows that the closures may actually be helping to put Applebee’s back on a firmer footing.
In Q2 2023, visits to Applebee’s nationwide declined 3.7% YoY, while the average number of visits per location dropped 2.7%. Since then, the chain’s YoY visit gap has narrowed – while the average number of visits per location has begun to increase. And in Q2 2024, Applebee’s closed its overall YoY visit gap and grew its visits per location by 2.3%. Though the chain has yet to return to positive unit growth, the rightsizing of its fleet appears to be bolstering Applebee’s remaining stores – positioning it for long-term success.
Full-service restaurants have had a tough time in recent years, and concerns that consumer spending may moderate as the year wears on continue to weigh on the industry. Still, foot traffic data suggests that consumers are once again visiting restaurants – fueling expansion for First Watch and Texas Roadhouse, and helping shore up Applebee’s long-term prospects.
What does the rest of 2024 have in store for restaurant chains?
Follow Placer.ai’s data-driven restaurant analyses to find out.
Albertsons Companies, Inc. is one of the country’s largest grocery holding companies. The company operates various well-known grocery banners, including Albertsons, Safeway, Jewel-Osco, and Shaw's Supermarket.
We examined the visit performance of some of the brand’s major banners to see how they are faring as the second half of the year gets underway.
Albertsons Companies, Inc. operates over 2,200 stores across 36 states, and Safeway, with 918 stores, is the company’s largest banner by far. Unsurprisingly, Safeway also pulls in the greatest share of visits, accounting for 44.5% of foot traffic to Albertsons brands between January and June 2024. Albertsons and Jewel-Osco banners, with 379 and 188 stores, respectively, accounted for 17.9% and 10.7% of all visits to the company’s portfolio in H1 2024. The remaining 27.6% of visits went to smaller brands, including VONS (8.5%), ACME Markets (5.7%), and Shaw’s Supermarket (4.7%).
A look at recent visits to some of Albertsons' major banners shows that the brand has fared well in a period noted for value grocery dominance. Though Albertsons brands fall squarely into the traditional grocery store category, its banners experienced near-consistent YoY visit growth in H1 2024, with June 2024 visits between 5.7% and 11.7% higher than they were in June 2023.
Recognizing the increased focus among grocery shoppers on value, Albertsons has been enhancing its loyalty program, initially launched in 2021 and revamped in April 2024. The new "Albertsons for U" program unified its points currency while adding new perks, including discounts on groceries and gas for enrolled members. And the program seems to be spurring shoppers to do their weekly shopping at the company’s various banners.
The percentage of visits to Albertsons banners made by customers visiting a chain at least four times in a month increased each year analyzed. For example, in June 2022, 54.8% of Safeway visits came from shoppers who visited the chain at least four times during the month; by June 2024, that number increased to 56.3%. Similarly, the share of visits to Jewel-Osco from weekly shoppers increased from 54.8% to 57.1% over the same period. These patterns repeated at Shaw's Supermarket, ACME Markets, United Supermarkets, VONS, and Tom Thumb.
The rise in loyalty rates across all banners indicates that Albertsons’ focus on enhancing customer experience and engagement has paid off. As the chain continues to lay the groundwork for its planned merger with Kroger, its increasingly loyal customer base will remain a powerful asset.
Albertsons remains one of the most dominant grocery holding companies in the country, and its banners have maintained strong yearly growth, both in terms of visits and loyalty.
Will visits to Albertsons brands continue to grow into the second half of the year?
Visit Placer.ai to keep on top of the latest grocery insights.
Professional sports rank among the most profitable industries for sponsorships and brand partnerships. These partnerships, such as Nike's collaboration with the NFL or Coca-Cola's long-standing relationship with the Olympics, offer immense value through enhanced brand visibility and increased consumer engagement.
Today, we took a look at two sports partnership agreements – one between DICK’s Sporting Goods and the Boston Celtics and Red Sox, and another between BIGGBY COFFEE and the Detroit Tigers – to explore the impact of these deals.
DICK’s Sporting Goods recently announced a major partnership with Boston’s beloved Celtics (NBA) and Red Sox (MLB) teams. The partnership was announced shortly after the grand opening of Boston’s new DICK’s House of Sport venue at 760 Boylston Street – which was attended by Red Sox and Celtics legends like David Ortiz and Larry Bird. In addition to signage and logo placement at TD Garden and Fenway Park, the deal grants DICK’s IP rights to be used locally, both in the House of Sport and online.
A look at cross-visitation patterns between DICK’s Sporting Goods and TD Garden and Fenway Park shows that this partnership is likely to be beneficial to both sides. The share of stadium visitors that also visited DICK’s Sporting Goods (nationwide) rose in May and June 2024, outpacing last year’s levels. And a respective 35.4% and 23.9% of visitors to DICK’s new local House of Sport in May and June 2024 also visited Fenway Park and TD Garden – more than the share that visited other major Boston landmarks like Faneuil Hall.
Comerica Park in Detroit, Michigan, which hosts the Detroit Tigers baseball team, launched a partnership with Michigan-based BIGGBY COFFEE in 2023.
Since the partnership began, there has been a noticeable rise in visits to local BIGGBY COFFEE locations. During the 2023 baseball season, visits per location to BIGGBY COFFEE in the Detroit area were 6.3% higher than during the 2022 season – while nationwide visits per location to the chain dropped slightly compared to the previous year, with 0.3% fewer visits than in 2022%.
Similarly, the share of Comerica Park visitors frequenting a BIGGY COFFEE location at least once during the baseball season increased after the sponsorship deal. In 2022, 21.7% of visitors to Comerica Park also visited a BIGGBY; by 2023, this share increased to 25.8%.
The marriage of sports and sponsorships is a long-standing one – and harnessing location analytics can help sports leagues and teams find partnerships that resonate with sports fans.
For more data-driven marketing insights, visit Placer.ai.
We’ve discussed the meteoric rise of warehouse clubs, particularly in relation to their mass merchant counterparts so far in 2024. Clubs continue to provide all three components of what makes retail successful today; unique products, value and a positive in-store experience. And as we previously highlighted, each club has its unique value proposition that drives engagement with its members.
A few weeks ago, at the Bank of America London Investor Conference, Walmart CFO John David Rainey, spoke about the growth of Sam’s Club and the relationship between that growth and Millennials and Gen Z cohorts. He mentioned that those two groups represent the highest level of growth to the Sam’s Club business, and logically, against the backdrop of changes across the retail industry, this makes sense. As this group ages into the family formation life stage, their retail needs change, and coupled with migration patterns since the pandemic, most likely more space means more bulk.
Using Placer’s foot traffic estimates and Experian Mosaic lifestyle cohorts, we compared the first six months of 2019 to the first six months of this year to determine if this trend also was reflected in consumer visits. Costco showed a 50-basis-point increase in visits from trade areas with a higher percentage of Singles and Starters and Promising Families, both groups that align with Millennial and Gen Z life stages. Those cohorts also represented the highest levels of change over the five years of any group of Costco trade area constituents.
Sam’s Club tells a similar story, if not one that is even more compelling. Singles & Starters, as of 2024, represented the highest percentage of visitors, and increased 80 basis points from 2019. Promising Families also increased by 20 basis points over the same period, while many segments of more mature consumers declined in percentage over the five year period. Both Sam’s Club and Costco have grown visits so far in 2024, and it’s likely that the growth is being fueled by younger shoppers.
Migration from urban environments to more suburban and rural areas as well as aging into larger spaces both could play a role in the growth in popularity of warehouse clubs by younger consumers. This sector of retail relies on, and greatly benefits from loyalty, and getting buy-in from elusive younger consumers can provide some more long-term stability for Sam’s Club and Costco. With Costco’s announcement this week that it will be raising prices on memberships for the first time since 2017, focusing on those newer, younger members with higher earning potential may help to alleviate some of the pressure. Younger visitors may be enticed by the food court, stocking up on essentials or impulsive items, and warehouse clubs are welcoming this next wave of consumers through their doors.
Food retail’s “Battle Royale” officially moved on to its next round with the introduction of McDonald’s $5 Meal Deal on June 25. We’ve previously discussed how value-oriented grocers have disrupted McDonald’s and the broader QSR category and how casual dining chains shot the first shots in this summer’s value wars with extreme value offerings, but given McDonald’s reach, we wanted to take a closer look at this promotion and its ripple effect across the food retail landscape.
The Placer Blog looked at the impact of several recent limited time offers across the restaurant industry this week, but we thought we’d specifically look at McDonald’s and its direct competitors. After slower year-over-year visitation trends during April and the first half of May, we saw much stronger trends across the QSR category in June, especially those with bundled meal promotions like Jack in the Box, Wendy’s, Arby’s, and Burger King. McDonald’s visits actually declined year-over-year during the first week of the $5 Meal Deal promotion, but that was more of a function of lapping last year’s viral Grimace Shake promotion (the strength of the year-over-two-year visit trends below also supports this). Last week’s visitation trends accelerated on both a one- and two-year basis, reinforcing how important value is for driving visits for QSR consumers.
While consumers have responded positively to McDonald’s and other QSR chains’ bundled value promotions, we’ve yet to see a material impact on grocery visits over the same time period (both value and conventional grocers continue to see positive year-over-year growth). To us, there are probably a few reasons for this: (1) grocery stores have also been promotional over the corresponding period, something we’ve called out a few times the past few months; (2) consumers are still shopping a wider number of total food retail locations as they seek out deals and have incorporated QSR bundled value meals into their current shopping behavior; and (3) distortion in year-over-year numbers due to last week’s 4th of July holiday (which saw strong year-over-year visit trends).
As inflation continues to squeeze household budgets, restaurants are turning to limited-time offers (LTOs) to attract cost-conscious consumers. These promotions help create buzz among patrons and drive foot traffic.
We take a closer look at several dining chains – Buffalo Wild Wings, Starbucks, Chili’s, and McDonald’s – to see how their recent LTOs were received by diners.
Buffalo Wild Wings is no stranger to limited-time offers – the chicken-centric restaurant gave away free chicken wings after this year’s Superbowl went into overtime, marked National Beer Day with $5 beers, and offered a whole slew of March Madness deals.
The chain’s recently introduced LTO – unlimited boneless wings every Monday and Wednesday for just $19.99 – launched on May 13th, and is slated to run through July 10th, 2024. And comparing visitation patterns during the seven-week period immediately following the launch (May 12th - June 29th, 2024) to those during the seven-week period preceding the launch (March 24th - May 11th, 2024), shows just how well-received this LTO has been.
Foot traffic to Buffalo Wild Wings rose 8.1% immediately after the launch, largely due to outsized Monday and Wednesday visit increases of 45.6% and 49.3%, respectively. And during the seven-week period following the introduction of the LTO, the chain’s share of Monday visits shot up from 9.1% to 12.3%, while its share of Wednesday visits increased from 10.2% to 14.1%.
Starbucks has been leaning into value offerings – and in addition to its new “pairings” menu, the coffee giant also rolled out a limited-time 50% Friday discount exclusively for app users, which began on May 10th, 2024 and lasted through the month. Analyzing Starbucks’ visitation patterns shows that the promotion led to a significant increase in Friday foot traffic at Starbucks locations nationwide.
Compared to the year-to-date average, visits to Starbucks on Fridays following the launch experienced a noticeable increase in visits. Where the visits to Starbucks on Friday May 3rd, before the promotion launched, were 1.1% lower than the year-to-date (YtD) Friday visit average, visits on May 10th – when the promotion launched – jumped by 20.0% above the YTD visit average.
This special, which excluded hot brewed coffee and tea, seems to have met people’s desires for a refreshing afternoon or pre-weekend pick-me-up.
On April 29th, 2024, Chili's Grill & Bar revamped its "3 for Me" menu, which offers customers a customizable three-course meal at a value price – and weekly YoY visits to Chili’s have been strongly elevated ever since. Even before the updated menu roll out, YoY foot traffic to Chili’s was largely positive, reaching 8.6% in the week of April 1st, 2024. But since the kickoff, YoY visits have remained consistently higher – and have yet to taper off.
In addition to Chili’s new Big Smasher Burger, another menu item that seems to be driving excitement is its chicken sandwich – an offering that tends to increase foot traffic wherever it shows up.
McDonald’s has also been a leader at boosting visits by offering limited edition sauces, drinks, and deals. And the chain’s most recent LTO leans hard on consumers’ recent affinity for value. On June 25th, 2024, the chain announced a $5 Meal Deal, which includes a McDouble or McChicken, 4-piece Chicken McNuggets, small fries, and a small soft drink.
These deeply discounted prices are likely to be particularly appealing to customers against the backdrop of McDonald’s rising menu prices, which have been significantly impacted by inflation. Indeed, foot traffic to the chain jumped following the $5 special launch, with visits to McDonald’s exceeding year-to-date daily visit averages.
The Tuesday of the launch – June 25th – was McDonald’s busiest Tuesday of the year thus far (outpaced since by July 2nd), drawing 8.0% more visits than the year-to-date Tuesday average. And similar patterns repeated across all days following the launch, signifying how well-received this special has been among McDonald’s fans.
The foot traffic boosts provided by these limited-time-offers prove that, in times of inflationary pressure, a good deal can continue to bring visitors into a fast-food spot.
How will the dining value wars continue to play out in the months ahead?
Visit Placer.ai to find out.
“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.
