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It’s been a wild ride for the beauty category. Following a strong couple of years, the segment's growth has stalled in recent months, with clothing – led by the strong performance of off-price chains – taking over the top discretionary growth spot. The slowdown in the beauty space has led some to wonder whether the category's boost from the "lipstick-effect" has reached a ceiling.
However, there are a few niches within the beauty category that may portend success, including Korean Beauty (aka K-Beauty), as well as brands focusing on personalization and sustainability.
First up, K-Beauty. Every summer, there is a song or movie that takes over the charts and goes viral. This summer, it is the unstoppable juggernaut from Netflix K-Pop Demon Hunters. Viewers and listeners around the world just can’t shake the catchy tunes like Soda Pop and the powerful anthem Golden. This animated feature is breaking records left and right: Netflix’s most-watched original animated film, first Netflix film ever to reach a new viewing peak in its fifth week of release showing the power of word of mouth, and the film’s lead single, “Golden,” sung by the girl group Huntrix (EJAE, Audrey Nuna and Rei Ami), hit No. 1 on Spotify’s Daily Top Songs on July 8th.
K-Pop has already been quite popular in the US for quite some time, with headliners like Blackpink and BTS drawing record crowds. Korean shows like Squid Game have also riveted viewers. And one of the most recent beauty trends on TikTok involves Korean beauty strategies to attain “glass skin.” Key ingredients in K-Beauty such as snail mucin in the holy grail product CosRX, green tea antioxidants, or ginseng have already made their way into many Americans’ daily skincare routines.
With all this recent interest in Korean culture, Ulta is one retailer perfectly poised to introduce its curated selection of K-beauty brands.
In mid-July, the company launched K-Beauty World, which introduces American consumers to a host of K-beauty brands, such as Chasin’ Rabbits, I’m From, Mixsoon, NEOGEN, Rom&nd, Some By Mi, Sungboon Editor and Unleashia. K-Beauty World had an immersive multi-city tour earlier this year including Westfield Century City in Los Angeles, SXSW in Austin, Revolve at Coachella, and Lollapalooza in Chicago. And since the launch, Ulta has drawn longer visits and a higher share of singles to its stores.
Personalization is another big buzzword in the beauty world. With over a dozen stores across the US and Canada, Lip Lab is one beauty chain that allows patrons to customize their products (lipstick, gloss, balm or cheek stick), pick their perfect shade, select a case, add a scent, and engrave the name of their creation. In the case of Lip Lab at Scottsdale Quarter, Spatial.ai’s PersonaLive's dataset shows that this tenant helps to attract Wealthy Suburban Families and Young Urban Singles to a shopping center that otherwise skews a bit older – usually, Sunset Boomers make up over one-fifth of Scottsdale Quarter's shoppers.
In sum, beauty is ever-changing and consumers can be quite fickle. What was once a must-have brand with tweens or a sold-out item on BeautyTok can quickly become yesterday’s news. However, for the year ahead, we do think that K-beauty and personalization can help brands burst through the zeitgeist to capture consumers’ attention.
For more data-driven consumer 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.
Although headlines often highlight a decline in alcohol consumption – particularly among younger generations – the data paints a more nuanced picture, with liquor store traffic remaining well above pre-pandemic baselines. So how has BevAlc consumer behavior changed since 2019? And where is traffic still growing year-over-year? We dove into the data to find out.
As shown in the left-hand chart below, visits to BevAlc chains skyrocketed since 2018, with traffic hovering 40 to 60% above Q1 ’19 – a significantly larger increase than that seen in the wider grocery sector as a whole. But the year-over-year growth has largely flattened, as seen in the right-hand chart, with overall grocery traffic now seeing higher year-over-year growth in H1 2025.
Taken together, these two charts suggest that BevAlc remains a core part of consumers' shopping mix – even if the explosive, pandemic-era acceleration has stabilized into a new normal.
And although BevAlc visits nationwide have flattened, visitation data highlights regional pockets of BevAlc growth. Florida metros such as Port St. Lucie, Sebastian–Vero Beach, and Homosassa Springs posted some of the strongest year-over-year gains, supported by population inflows and steady tourism activity. Similar momentum appeared in select Southern markets, including parts of Texas and the Carolinas.
Meanwhile, many Northeastern and West Coast markets experienced steady pullbacks. Pennsylvania metros like Sunbury, Johnstown, and Erie registered consistent declines, while California hubs including Sacramento, Modesto, and Stockton saw negative traffic trends as well.
This divergence suggests that national averages mask meaningful local variation: while consumers overall are steady in their liquor purchases, certain regions are emerging as growth hubs while others cool.
The opportunity in BevAlc retail now isn't in chasing broad national growth, but in aligning with regional demand dynamics. In Florida and Texas, where visitation is climbing, retailers can lean into assortment expansion, premium products, and in-store promotions to capture incremental spend. In slower markets like California and the Northeast, focusing on loyalty programs, distribution through grocery stores, and smaller format stores that emphasize convenience and value might yield better results.
For more data-driven consumer 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.
It’s that time again. The time where I share my thoughts on everything I think I think about retail...at this very moment.
Over the first nine months of 2025, we have witnessed some pretty darn amazing things across the retail industry. We've witnessed traditional competitive boundaries blur as some large scale grocery players (at least, one that is one and one that wants to be one) venture into same-day delivery logistics, we’ve seen warehouse clubs reimagine convenience, and we have also had more than one retailer experiment with what the right size of its store footprint should be.
What emerges from this chaos is a revalidation of what omnichannel retailing really is. It is about the reimagining of how consumers shop, where they shop, and why they choose to shop one retailer over another.
Therefore, the following observations represent not just trends to watch, but strategic inflection points that could determine which retailers will have the greatest probability to thrive going forward in this beautiful and increasingly complex omnichannel world.
In Q2 2025, Walmart delivered comparable sales growth of +4.5% (excluding fuel), driven largely by profitable e-commerce, and maintained stable store traffic. Monthly same-store visits, according to Placer.ai, were also remarkably steady between +0.7% and -1.8%, from May through August, amid industry-wide macroeconomic pressures.
Meanwhile, the other U.S. retailing behemoth, Amazon, began pushing (or is it forcing?) its way into grocery in August by way of same-day delivery. Walmart, on the flip side, and not to be outdone, also began putting significant resources behind its Walmart Fulfillment Services offering.
All told, it is a game of anything you can do, I can do better. It is one-upmanship at its finest.
The only question is – who stands the better chance of winning? Or at least drawing blood from the other?
From my vantage point, Walmart has a much better chance of holding onto its grocery reign because it already is a grocer, and quite a large one at that – drawing nearly half as many visits as the entire brick-and-mortar grocery category. Walmart’s 4,600+ store advantage is sizable. Amazon may take from others but the moat around Walmart is pretty large.
On the other hand, will Amazon keep a similar hold on its vendor logistics business?
If I were a betting man, Walmart has a better chance of making inroads on Amazon’s logistics revenue than Amazon has on hurting Walmart in grocery.
Said another way, I guess the box may soon be on the other porch, Amazon.
The size of one’s store base is dependent upon so many factors.
Location, the overall experience design, the ROI of “the box,” and more can all impact the size and shape of a retailer’s store base, and, more often than not, all of them actually work in concert together. Which is why anyone pontificating on the trend in the “size” of stores likely hasn’t put much thought into his or her argument.
Despite the recent run-up of retailers trying to get smaller (Macy’s, in particular, comes to mind), there is no tried-and-true rule that smaller stores will work or vice versa.
In some cases, like in dense or urban markets, smaller stores might work, while in others, if the approach is one of creating destination-type stores, like Hy-Vee or Buc-ees, larger stores might work, too.
My favorite example of someone “getting smaller” is Sprouts. As Sprouts CEO Jack Sinclair told me at Groceryshop, Sprouts realized its format had gotten too large, went back to its roots of differentiated products and great looking fresh produce in a smaller box, and has not looked back since.
At the end of the day – smaller, bigger, uncut – none of it matters as much as what your brand is trying to accomplish for your customers and what, in turn, resonates with them the most.
I think we can all agree that, generally speaking, Walmart and the warehouse clubs are noted for having great prices. On the flip side, what they haven’t been known as much for in the past is a quick and convenient shopping experience.
But that is about to change for two reasons.
The first is economics. There is always a trade-off between convenience and price. As budgets continue to get constrained, people will begin to trade off waiting in lines or navigating the dreaded Costco parking lot to save money.
The second is the evolution of these retailers as omnichannel retailers. For example, Walmart’s Chief E-Commerce Officer David Guggina told me recently that one-third of Walmart’s scheduled deliveries are delivered to Walmart customers in under three hours (see video of interview). This behavior itself gives rise to the theory that people are starting to leverage Walmart for quick trips.
Delivery is only one leg of the omnichannel stool, however.
The other two legs are buy online, pickup in-store (BOPIS) and the actual speed of the in-store experience itself. Much has been documented already about the rise of BOPIS following the pandemic, so I won’t belabor the point here because it, too, is likely driving the data below.
The other aspect is that places like Sam’s Club have done a masterful job of making their stores more convenient and time-efficient. Sam’s Club is leading the way on cashierless checkout in the club channel. Sam’s Club Scan & Go shoppers, which account for an amazing one-third of the Sam’s Club customer base, can simply walk through an AI-powered exit arch and then have a digital receipt sent to them upon exit.
Allow me to take a moment to put this last statement into perspective with a concrete example.
Pretend my wife calls me on my way home from work and asks me to pick up some milk. I have a choice: Do I go to the local grocer or do I go to Sam’s? If I decide to go local, I likely will end up paying more ,and I could also possibly have to wait in line to check out at either a manned till or a self-checkout machine. On the other hand, if I go to Sam’s Club, I can just walk in, scan the milk I want, pay at a paystation and then walk through the arch.
Which experience would you choose?
Enough said.
The number one answer any retailer needs to answer in today’s omnichannel world is, “Why come to my store in the first place.”
And that answer begins and ends with good merchandising.
Take a look at some of the more creative merchandising efforts this year as depicted in the graph below:
What they all have in common is a “hook.” Someone got creative and went outside of the box to compel customers into their stores for new and exciting reasons. It is the definition of good merchandising.
Therefore, retailers, convenience store operators, and QSRs can never rest on their laurels. They constantly need to push the envelope to one-up the year before and the competition.
The best merchants get supercharged by the creative demands of this challenge. The worst merchants get their answers from interpolating spreadsheets and making decisions solely off of last year’s data.
Speaking of merchandising, the convergence of technology and the increasing tendency of consumers to use supermarkets as their mid-day lunch or snack source versus QSRs could inspire a unique opportunity for those grocers adventurous enough to seize it.
I have long been a proponent of electronic shelf labels. The use cases in support of them are almost endless at this point. One of my favorite use cases is the ability to run intra-day promotions, an idea that is virtually impossible with paper price tags, and one that also gets supercharged when the component of in-store digital media screens gets added to the equation as well.
Imagine a grocer who uses electronic shelf labels and then starts running unique daily promotions at lunch time. These promotions could be done on ANYTHING:
You get the idea. It is the Venn diagram of retail media and in-store execution at its finest.
The convergence of these above trends signals a tried-and-true retail axiom, i.e. that success is determined not by what you sell per se, but by how you can integrate convenience, value, and your brand (a better word choice than experience) across every touchpoint.
And this axiom will manifest itself in a number of self-affirming, yet sizable ways.
First, as the Walmart/Amazon tête-à-tête illustrates, a single channel advantage will become almost impossible to defend. Retailers need to decide in which channels they want to speak to their customers or risk being outflanked by competitors who will. This creates both vulnerability for established players and opportunities for agile newcomers who can build omnichannel capabilities from the ground up.
Second, technology will play an even bigger role as the industry equalizer. The Sam's Club scan-and-go example is the perfect encapsulation of this idea. It shows how technology can completely flip traditional competitive dynamics. Warehouse clubs, once seen as inconvenient despite their pricing advantages, are at the tipping point of becoming more convenient (and value-laden) than traditional grocers. Retailers who boldly invest in finding new ways to use technology to flip their positioning on the convenience-value-brand spectrum stand to capture disproportionate market share, regardless of their historical positioning.
Third, merchandising is and will forever be the epicenter of retailing. As physical store differentiation becomes harder to achieve, creative merchandising becomes the primary weapon for driving foot traffic and brand loyalty. Retailers who cannot consistently surprise and delight customers with consistent in-stocks, innovative in-store displays, exciting product collaborations, and limited-time offerings will find themselves relegated to utility shopping only, which is about as big as a “Danger Will Robinson” position as there is.
As I look back on 2025, Walmart, hands down, is “winning.” Sure, it has scale. It is the biggest retailer going. But scale isn’t why Walmart is on the hot streak that it is. The real secret to Walmart’s success has been its incredible speed of adaptation, rather than the scale of its operation. Its scale only enhances the impact of successful adaptation.
That is the real punchline to the joke.
What got you here won’t get you there. The task at hand is to transform fast enough to remain relevant in a world where the rules of engagement are being rewritten all the time, by competitors both large and small.
For more data-driven insights, visit placer.ai/anchor.
2025 has been a year of comebacks for legacy retailers. Brands like Barnes & Noble, Gap, and Abercrombie & Fitch are seeing renewed momentum. And amid this wave of revivals, Beyond, Inc. and The Brand House Collective (formerly Kirkland’s Inc.) are betting on one of retail’s most iconic banners: Bed Bath & Beyond (BBB).
After acquiring Kirkland’s intellectual property, Beyond Inc. plans to rebrand 250–275 Kirkland’s stores as Bed Bath & Beyond Home and close the rest. The strategy aims to merge Kirkland’s real estate footprint with the trust and recognition of BBB – once the undisputed leader in home furnishings retail. Can the pull of nostalgia and the equity of a trusted brand rewrite the trajectory of a struggling home furnishings chain?
Kirkland’s, known for accessible home décor and furnishings, has long been a staple of the home furnishings sector. Yet like many of its peers, it has grappled with headwinds from softening discretionary spending. Since 2019, overall visits to the chain have steadily declined as the company downsized its store fleet – and most months of 2025 have continued to register year-over-year (YoY) foot traffic declines. Online performance has also lagged, with digital comparable sales dropping last quarter by double digits.
Still, the data also reveals signs of underlying brick-and-mortar strength. Over the past several quarters, Kirkland’s in-store comparable sales have remained relatively stable, with some quarters seeing slight increases and others modest declines. And as illustrated by the chart below, the chain’s reduced fleet has posted modest same-store visit gains through much of this year, suggesting that the company’s remaining stores may be well-positioned for a turnaround.
Against this backdrop, plans to merge Kirkland’s real estate footprint with the trust and recognition of BBB offer significant promise. The pie chart below offers a reminder of just how influential Bed Bath & Beyond once was: In 2019, BBB accounted for nearly one-fourth of all visits to the home furnishings sector nationwide, far outpacing rivals. While the company’s bankruptcy in 2023 suggested that brand power alone couldn’t offset operational missteps, the name still carries significant weight with consumers. For Kirkland’s, this partnership could provide the spark it needs for renewed growth.
The combination of Kirkland’s streamlined fleet and BBB’s brand equity creates a compelling recipe for revival. With the right execution – balancing nostalgia with modern retail practices – this collaboration could transform a fading chain into a leader once more.
To see up-to-date retail traffic trends, visit our free tools.
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.
Homewares and home decor chains have seen their share of ups and downs over the past few years, from pandemic highs to a discretionary retail slowdown – but some chains, especially high-end ones, are thriving. We took a look at visit data to four retailers – Restoration Hardware (RH), Le Creuset, and Sur La Table – to see what the visit data and demographics reveal about the segment.
Homewares are having a cultural moment – a shift that first gained momentum during the pandemic, when people stuck at home began investing deeply in their living spaces. Since then, social media’s influence has helped lifestyle-forward brands like RH and Le Creuset gain cultural cachet – and visits to these retailers have significantly outpaced the broader home improvement sector, as shown in the chart below.
This resilience – especially amid a broader retail slowdown – underscores how home decor and kitchenware are evolving into status and lifestyle symbols, with culinary aesthetics even finding expression in decor trends.
Although RH, Sur La Table, and Le Creuset all compete in the premium home goods segment, their different brand identities attract distinct audiences and lead to very different in-store behaviors.
RH and Sur La Table attract some of the most affluent, luxury-oriented shoppers in retail and consistently post long dwell times. Both brands use their store fleets not just as showrooms, but as platforms for high-margin services and experiences that extend engagement and drive revenue between product cycles.
Many flagship RH stores include a fine-dining restaurant, and the chain ties complimentary design consultations to a paid annual membership – both of which may resonate with younger “Educated Urbanites” who value elevated dining experiences and expert guidance as they furnish their first homes. Sur La Table, by contrast, generates fee-based revenue from cooking classes and curated international culinary trips, offerings that appeal most to “Booming with Confidence” households – prosperous, established couples eager to invest in premium food and travel experiences. By tailoring experiential services to the distinct aspirations of their core audiences, RH and Sur La Table demonstrate how luxury retailers can extend brand relevance, and sustain growth beyond traditional product sales.
Le Creuset, by contrast, follows a more sales-driven model. With a lower share of high-income households, the brand reaches aspirational, luxury-adjacent shoppers who may have less discretionary income for premium experiences. Store activations such as Factory-to-Table events are designed primarily to drive transactions rather than prolong visits. Le Creuset also over-indexes among “Singles and Starters” – younger, upwardly mobile shoppers who frequently discover the brand on social media. This group tends to conduct heavy online research before visiting, leading to shorter, purpose-driven trips where shoppers arrive ready to buy.
Together, the patterns suggest two distinct playbooks: RH and Sur La Table use experience to lengthen visits and monetize engagement between product cycles, while Le Creuset relies on highly considered, research-led purchases that translate into shorter, purpose-driven store trips.
The success of RH, Sur La Table, and Le Creuset highlights that there is no single formula for winning in luxury retail. Some brands lean on immersive experiences that extend and monetize engagement. Others focus on sales-driven activations that convert researched shoppers. What unites them is a sharp alignment between strategy and the values and behaviors of their core audiences – a positioning that enables them to thrive even amid broader retail headwinds.
For more retail data, visit our free tools.
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.
The recent revival of McDonald’s Extra Value Meal has fueled speculation that the quick-service restaurant (QSR) space might be gearing up for another round of value wars. Yet the data suggests that basic value offerings may no longer be enough to reliably drive traffic. To overcome consumer fatigue and heightened price sensitivity, brands must deliver promotions that truly stand out – whether through unusually deep discounts, memorable giveaways, or culturally resonant collaborations.
McDonald’s recent foot traffic trends illustrate this dynamic. Despite the chain’s Extra Value Meals relaunch, visits to McDonald’s dropped 4.4% year over year (YoY) during the week of September 8th and fell a further 5.2% and 3.7% over the next two weeks. These results pale in comparison to the brand’s April 2025 Minecraft Movie Meal collaboration, which generated consistent traffic boosts throughout its run.
The muted YoY impact of the new value meal doesn’t necessarily signal failure – after all, McDonald’s is lapping last year’s $5 Summer of Value campaign, which extended through 2024. But it highlights the limits of standard deals in a marketplace where consumers expect baseline value from QSR leaders. In an environment crowded with offerings – from Taco Bell’s Luxe Boxes, to Wendy’s Biggie Bags and Burger King’s 2 for $5 promotions – incremental savings feel less like innovation and more like table stakes.
Still, truly eye-catching promotions continue to break through – and McDonald’s 50-cent Double Cheeseburger deal on National Cheeseburger Day (September 18th, 2025) is a case in point. On the day of the promotion, visits jumped 6.4% compared to the chain’s recent Thursday average – showing that consumers remain highly responsive to promotions that feel unique and unmissable.
Pizza Hut’s summer promotions tell a similar story. The chain’s $2-Buck Tuesday deal, which offered a one-topping Personal Pan Pizza for just $2, drove a remarkable 63.2% YoY surge in Tuesday visits during its run (July 8th through August 26th, 2025). And although foot traffic continued to decline on other days of the week, the promotion’s Tuesday lift was enough to push overall weekly visits into positive territory for much of its duration.
Yet when Pizza Hut followed up with a more conventional $5 Crafted Flatzz menu in late August – available all week long until 5:00 PM – the response was far less dramatic. Though traffic held steady YoY during the first weeks of the launch, and the brand’s YoY visit gap has remained somewhat narrower since, consumers clearly differentiated between a “can’t-miss” deal and a “reasonable” discount.
Dairy Queen provides further illustration of both the power and the limits of value promotions in 2025. The chain’s annual Free Cone Day, held at the start of spring, generated an astonishing 326.7% spike in visits on Thursday, March 20th compared to the prior same-day average. The deal even outperformed 2024’s Free Cone Day, boosting weekly traffic 23.8% YoY despite lapping last year’s March 19th event. And an 85-cent Blizzard deal the following week extended the surge, lifting visits 31.2% YoY.
But when Dairy Queen relaunched the same 85-cent Blizzard offer in September (September 8th to 21st, 2025), results were far more muted. Seasonality likely played a role – ice cream naturally peaks in spring and summer, and wanes in colder weather. But repetition also dulls impact, and without the momentum of a free giveaway just days before, the fall promotion may have felt more routine.
The mixed results of McDonald’s, Pizza Hut, and Dairy Queen’s 2025 promotions show that standard value menus are no longer enough to stand out in today’s price-sensitive QSR market. The most effective deals offer consumers something they can’t get anywhere else – whether freebies, unusually deep discounts, or resonant pop-culture tie-ins. For QSRs, the challenge is to capture attention and disrupt routines without eroding margins through unsustainable discounting.
For more QSR insights, explore Placer.ai’s free industry trends tool.
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.
Sports leagues like the NBA, NFL, and MLB boast billion-dollar revenues – and the venues where these games unfold hold significant commercial potential in their own rights. Many stadiums host concerts and other shows in addition to regularly held sporting matches and can accommodate tens of thousands of spectators at once – creating massive retail, dining, and advertisement opportunities.
This white paper analyzes location intelligence metrics for some of the biggest stadiums across the country to reveal the commercial potential of these venues beyond simple ticketing revenue. Where do visitors of various stadiums like to shop? Do specific sporting and cultural events impact the nearby restaurant scene differently? How can stadium operators, local businesses, and advertisers tailor their offerings to a stadium’s particular audience and make the most of the stadium and the space throughout the year?
We take a closer look below.
The three major sports leagues – the National Basketball League (NBA), Major League Baseball (MLB), and the National Football League (NFL) – play at different points of the year, and the number of games each league holds during the season also varies.
MLB leads in game frequency, with each team playing 162 games during the regular season, which runs approximately from April through September. Basketball season is also around six months – roughly from mid-October to mid-April – but each NBA team plays only 82 games a season. And the NFL has both the shortest season – 18 weeks running from early September to early January (with the pre-season starting in August) – and the fewest number of matches per team. Understanding the monthly visitation patterns for the various types of stadiums can help advertisers, stadium operators, and other stakeholders ensure that they are leveraging the full potential of the venue throughout the year.
Unsurprisingly, the sports arenas serving the different leagues see visit spikes during their leagues’ respective season. But comparing visit numbers throughout the year to the average monthly visit numbers for each category in 2023 reveals that the relative visit increases and decreases during the on- and off-season vary for each type of stadium.
MLB stadiums display the steadiest visit strength during the on-season – perhaps due to MLB’s packed game schedule. MLB tickets also tend to be relatively affordable compared to tickets to pro football or basketball matches, which may also contribute to MLB’s consistently strong visit numbers throughout the season. During the MLB off-season, baseball fields – which tend to be uncovered – are relatively empty.
The seasonal visit spike to NBA arenas is less steady. The beginning and end of the season see strong peaks, and visits slow down slightly during the mid-season months of January and February. Visits then drop during the off-season spring and summer, but the off-season visit dip is not as low as it is for MLB fields – perhaps because the NBA arenas’ indoor nature make them suitable locations for concerts and other non-basketball events.
Meanwhile, NFL stadiums see the least dramatic drop in visits during the NFL off-season, as these venues’ enormous size also make them the ideal location for concerts and other cultural events that draw large crowds. These arenas’ strong almost year-round visitation numbers mean that sponsors and advertisers looking to expand beyond sports fans to reach a diverse audience may have the most success with these venues.
Although MLB offers the most budget-friendly outing, combining STI: Popstats demographic metrics with trade area data reveals that MLB stadium visitors reside in higher-income areas when compared with visitors to NBA or NFL stadiums.
Baseball fans tend to be older than fans of the other sports, which could partially explain MLB stadium visitors’ higher household income (HHI). The combination of lower ticket prices, higher median HHI among fans, and many games per season offers baseball stadiums significant opportunities to engage effectively with their fan bases.
But while NBA and NFL stadium attendees may not come from as high-income areas as do MLB stadium visitors, fans of live basketball and football still reside in trade areas with a higher HHI compared to the nationwide median. So by leveraging stadium space, advertisers and other stakeholders can reach tens of thousands of relatively high-income consumers easily and effectively.
Sports fans are known to be passionate, engaged, and willing to spend money on their team – but stadium visitors also shop for non-sports related goods and services. Retailers and advertisers can draw on location analytics to uncover the consumer preferences of stadium visitors and tailor campaigns, sponsorships, and collaborations accordingly.
Visitation data to the top five most visited MLB stadiums during 2023 showed differences between the apparel and sporting goods shopping preferences of the various stadiums’ attendees. While 39.4% of visitors to Truist Park also visited DICK’s in 2023, only 30.8% of Yankee Stadium visitors stopped by the sporting goods retailer in the same period. Similarly, while 29.9% of visitors to Yankee Stadium frequented Kohl’s, that percentage jumped to 47.3% for Busch Stadium visitors.
Harnessing location intelligence to see the consumer preferences of a stadium’s visitor base can help retailers, stadium operators, and even team managers choose partnerships and merchandising agreements that will yield the most effective results.
Sports and snacks go hand in hand – what would a baseball game be without a hot dog or peanuts? But while every stadium likely provides a similar core of traditional game day eats, each venue also offers a unique set of dining options, both on- and off-premise. And by leveraging location analytics to gain visibility into stadium-goers dining habits, stadium operators and local food businesses can understand how to best serve each arena’s audience.
Mapping where stadium visitors dine before and after games can help stakeholders in the stadium industry reach more fans.
The chart below shows the share of visitors coming to a stadium from a dining venue (on the x-axis) or going to a dining venue after visiting the stadium (on the y-axis). The data reveals a correlation between pre-stadium dining and post-stadium dining – stadiums where many guests visit dining venues before the stadium also tend to have a large share of guests going to dining venues after the event. For example, the AT&T Stadium in Arlington, Texas, saw large shares of visitors grabbing a bite to eat on their journey to or from the stadium, while the M&T Bank Stadium in Baltimore, Maryland saw low rates of pre- and post stadium dining engagement.
These trends present opportunities for both local businesses and stadium stakeholders. For example, venues with high dining engagement can explore partnerships with local restaurants, while those with lower rates can build out their in-house dining options for hungry sports fans.
Stadiums looking to enhance their food offerings – or local entrepreneurs thinking of opening a restaurant near a stadium – can also get inspired by stadium visitors’ dining preferences. For example, psychographic data taken from the Spatial.ai: FollowGraph dataset reveals that visitors to MetLife Stadium in East Rutherford, New Jersey have a much stronger preference for Asian cuisine compared to New Jersey residents overall. With that knowledge, the stadium can enhance the visitor experience by expanding its Asian food offerings.
On the other hand, MetLife Stadium goers seem much less partial to Brewery fare than average New Jerseyans, so the stadium operators and restaurateurs may want to avoid offering too many Brewery-themed dining options. Stadium stakeholders can reserve the craft beers for Caesars Stadium, M&T Bank Stadium, and Soldier Field Stadiums, where visitors seem to enjoy artisanal brews more than the average resident in Louisiana, Maryland, and Illinois, respectively.
All of the stadiums analyzed exhibited unique visitor dining tastes, a reminder that no customer or fan base is alike. Aligning on- or off-site dining options with offerings that align with a given customer base’s preferences can improve overall visitor satisfaction and boost revenues.
Zooming in to look at consumer behavior around individual events reveals further variability in dining preferences even among visitors to the same stadium, with different types of events driving distinct dining behaviors.
State Farm Stadium in Glendale, Arizona, is home to the Arizona Cardinals. The stadium hosted the 2023 Super Bowl, but the NFL stadium also acts as a concert venue for acts ranging from Taylor Swift to Metallica. And location intelligence reveals that the dining preferences of stadium visitors vary based on the events held at the venue.
During the Super Bowl, sports bars such as Yard House and Buffalo Wild Wings saw the largest increase in visits compared to the chains’ daily average. A month later, attendees at Taylor Swift's concert gave fried-chicken leader Raising Cane’s a significant boost.
Local restaurants can leverage location analytics to see what types of events are popular with their visitor base and craft collaborations and advertising campaigns that resonate effectively with their patrons.
Sports stadiums and arenas are not just spaces for sports and music enthusiasts to gather; they also offer significant commercial opportunities for the surrounding communities. Stadium operators and local businesses can fine-tune their offerings by utilizing location analytics to better connect with their visitor bases and uncover new retail opportunities.
The dining industry showcased its agility over the past couple of years as it rapidly adapted to shifts in consumer preference brought on by COVID and rising prices. And with a new year around the corner, the pace of change shows no signs of slowing down.
This white paper harnesses location analytics, including visitation patterns, demographic data, and psychographic insights, to explore the trends that will shape the dining space in 2024. Which dining segments are likely to pull ahead of the pack? How are chains responding to changes in visitor behavior? And where are brands driving dining foot traffic by taking advantage of a new advertising possibility? Read on to find out how dining leaders can tap into emerging trends to stay ahead of the competition in 2024.
Comparing quarterly visits in 2023 and 2022 highlights the impact of the ongoing economic headwinds on the dining industry. The year started off strong, with year-over-year (YoY) dining visits up overall in Q1 2023 – perhaps aided by the comparison to an Omicron-impacted muted Q1 2022. And while overall dining growth stalled in Q2 2023, several segments – including QSR, Fast Casual, and Coffee – continued posting YoY visit increases, likely bolstered by consumers trading down from pricier full-service concepts.
Foot traffic slowed significantly in Q3 2023 as inflation and tighter consumer budgets constrained discretionary spending. Overall dining visits fell 2.4% YoY, and full-service restaurants – with their relatively high price point compared to other dining segments – seemed to be particularly impacted by the wider economic outlook. But the data also revealed some bright spots: Fast Casual still succeeded in maintaining positive YoY visit numbers and Coffee saw its Q3 visit grow an impressive 5.4% YoY. As the return to office continues, a pre-work coffee run or lunchtime foray to a fast-casual chain may continue propelling the two segments forward.
Restaurant visitation patterns have evolved over the past few years. Although an 8 PM seating was once the most coveted slot at fine-dining restaurants, recent visitation data suggests that sitting down to dinner earlier is rising in popularity.
But among the QSR segment, the opposite trend is emerging, with late-night visits rising. Analyzing hourly foot traffic to several major QSR chains reveals that the share of visits between 9 PM and 12 AM increased significantly between Q3 2019 and Q3 2023. Even Taco Bell – already known for its popularity among the late-night crowd – saw a substantial increase in late-night visits YoY – from 15.4% to 20.3%.
Who is driving the late night visit surge? One reason restaurants have been expanding their opening hours is to capture more Gen-Z diners, who tend to seek out nighttime dining options. But location intelligence reveals that younger millennials are also taking advantage of the later QSR closing times.
An analysis of the captured market for trade areas of top locations within one of Taco Bell’s major markets – the Chicago-Naperville-Elgin, IL-IN-WI Metropolitan area – reveals a year-over-four-year (Yo4Y) increase in “Singles & Starters.” The “Singles & Starters” segment is defined by Experian: Mosaic as young singles and starter families living in cities who are typically between 25 and 30 years old. As consumers continue to prioritize experiential entertainment and going out with friends, late-night dining may continue to see increased interest from young city-dwellers.
Millennials and Gen-Z consumers aren’t only heading to their favorite fast food joint for a late-night bite – these audience segments are also helping drive visits on the weekends. Smoothie King is one chain feeling the benefits of young, health-conscious consumers.
The chain, which opened in New Orleans, LA, in 1973 as a health food store, has since grown to over 1,100 locations nationwide and is currently expanding, focusing on the Dallas-Fort Worth CBSA. The area’s Smoothie King venues have seen strong visitation patterns, particularly on the weekends – weekend visits were up 3.4% YoY in Q3 2023. The smoothie brand’s trade areas in the greater Dallas region is also seeing a YoY increase in weekend visits from “Young Professionals” – defined by the Spatial.ai PersonaLive dataset as “well-educated young professionals starting their careers in white-collar or technical jobs.”
While some dining chains are appealing to the late-night or weekend crowd, others are driving visits by appealing to sports lovers. How have recent rule changes around student athletes changed the restaurant game, and how can college football teams drive business in their hometowns?
College sports have long been a major moneymaker, with top-tier teams raking in billions of dollars annually. And as of 2021, college athletes can enjoy a piece of the significant fan following of college sports thanks to the change in the NCAA’s Name, Image, and Likeness (NIL) rules, which now allows student athletes to sign endorsement deals.
Since then, multiple restaurants have jumped on the opportunity to partner with student athletes, some of whom have millions of followers on Instagram and TikTok. Chains like Chipotle, Sweetgreen, Slim Chickens, and Hooters have all signed college athletes to various brand deals.
How can brands ensure they partner with athletes their customers will want to engage with? Analyzing a chain’s audience by looking at the interests of residents in a given chain’s trade area can reveal which type of athlete will be the most attractive to each brand’s customer base. For example, data from Spatial.ai: Followgraph provides insight into the social media activity of consumers in a given trade area and can highlight desirable partnerships.
Examining the trade areas of Chipotle, Sweetgreen, Slim Chickens, and Hooters, for instance, reveals that Sweetgreen’s visitors tended to have the largest share of Women’s Soccer followers. Conversely, Sweetgreen’s trade area had lower-than-average shares of College Football Fans or College Basketball Fans, while residents of the trade areas of the other three chains showed greater-than-average interest in these sports. Leveraging location intelligence can help companies choose brand deals that their customers resonate with and find the ideal athletes to represent the chain.
Finding the right college athlete partnership is one way for dining brands to appeal to college sports enthusiasts. But dining chains and venues located near major college stadiums also benefit from the popularity of their local team by enjoying a major game day visit boost.
One of the country’s most popular college football teams, the Ohio State Buckeyes, can draw millions of TV viewers, and its stadium has a capacity of 102,780 – one of the largest stadiums in the country. And while tailgating is a popular activity for Buckeyes fans, nearby restaurants are some of the biggest beneficiaries of the college football craze. Panera experienced a 235.3% increase on game days as compared to a typical day, Domino’s Pizza visits grew by 283.3%, and Tommy’s Pizza, a local pie shop, saw its visits jump by a whopping 600.9%.
This influx in diners also causes a major shift in game day visitor demographics, as revealed by changes in visitors at dining venues located near stadiums of two of the nation’s best college football teams – the Ohio State Buckeyes and Ole Miss Rebels. Based on Spatial.ai: Personalive data for the captured market of these dining venues, game day visitors tended to come from “Ultra Wealthy Families” when compared to visitors during a typical non-game day in September or October.
The analysis indicates that popular sporting events create a unique opportunity for restaurants near college stadiums to attract high-income customers game day after game day, year after year.
While some spend game day tailgating or visiting a college restaurant, others hold a viewing party – with a six-foot submarine. And the sub’s popularity extends beyond Superbowl Sundays. Sandwich chains including Jersey Mike’s, Firehouse Subs, Jimmy John’s, and Subway (recently purchased by the same company that owns Jimmy John’s) have seen sustained YoY increases in visits and visits per venue in the first three quarters of 2023.
Some of the growth to these chains may be related to their affordability, a draw at all times but especially during a period marked by consumer uncertainty and rising food costs. And subway leaders seem to be seizing the moment and striking while the iron is hot – Jersey Mike’s opened 350 stores in 2023 and still saw its YoY visits per venue grow by 6.6%. And Subway reported ten consecutive quarters of positive sales, a promising sign for its new owner.
The love for a healthy, affordable sandwich extends across all income levels, with all four chains seeing a range in their visitors' median household income (HHI). Out of the four chains analyzed, Jersey Mike’s – which has long prioritized a suburban, middle-income customer – had the highest trade area median household income of the four chains at $77.3K/year. Subway, known for its affordability, had the lowest, with $62.9K/year. The variance in median HHI combined with the strong foot traffic growth shows that when it comes to sandwiches, there’s something for everyone.
Persistent inflation and declining consumer sentiment may pose serious challenges for the dining space, but emerging trends are helping boost some restaurants. Customers seeking out a late-night bite drive visits to QSR chains, and health-conscious diners are boosting foot traffic to smoothie bars and sandwich shops. Meanwhile, sports sponsorships and game-day restaurant visits can provide a boost to dining businesses that take advantage of these opportunities.
“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.
