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Article
Memorial Day 2025 Consumer Traffic Recap 
Memorial Day – the unofficial start of the summer season – is typically accompanied by major retail promotions and movie releases. We dove into the visit data to see how consumers celebrated the holiday and see how brick-and-mortar retail traffic compared to last year's numbers. 
Shira Petrack
May 30, 2025
3 minutes

Memorial Day – the unofficial start of the summer season – is typically accompanied by major retail promotions and movie releases. We dove into the visit data to see how consumers celebrated the holiday and see how brick-and-mortar retail traffic compared to last year's numbers. 

Memorial Day Boosted Retail Visits – But Traffic Stayed Flat Compared to 2024 

Memorial Day weekend brought a visit boost to retail chains nationwide, with the holiday's impact already felt on Friday, May 23rd 2025 as traffic spiked 10.0% compared to the YTD (January 1st to May 26th) Friday average. But comparing the data with last year's numbers shows that year-over-year (YoY) visits remained essentially flat. 

Critically, this stability in Memorial Day week retail visits follows several weeks of year-over-year (YoY) traffic increases, likely due to consumer pull-forward of demand. So the fact that consumers still came out to shop Memorial Day sales – even after weeks of increased activity – suggests that brick-and-mortar retail remains resilient despite the wider macroeconomic shifts. 

Apparel Visits Spike – But Not All Categories See YoY Increase

Diving into the apparel industry reveals that traditional apparel received a healthy Memorial Boost. And sportswear and athleisure – which may carry a slightly higher price point – saw the largest Memorial Day spikes compared to the year-to-date (YTD) average as shoppers took advantage of holiday promotions. 

Meanwhile, off-price retailers saw relatively muted boosts compared to the YTD numbers, perhaps because shoppers prioritized time-sensitive bargains over the off-price segment's regular discounts. But the category saw a substantial increase in YoY visits, demonstrating consumers' ongoing value orientation. 

Grocery, Discount & Dollar Stores Get A Boost 

Memorial Day is also a time for getting together with family and friends – often over a barbecue, picnic, or other food-forward events. As a result, grocery stores, BevAlc retailers, discount & dollar stores, and superstores all received traffic boosts compared to the YTD average, with BevAlc seeing the largest spike in visits. 

Grocery stores, BevAlc retailers, and discount & dollar stores also saw YoY visit increases – perhaps suggesting an increase in Memorial Day socializing compared to 2024.  

Movie Theaters Win Memorial Day 2025

While several retail categories saw significant Memorial Day-driven visit boosts, the largest increase in traffic by a long shot went to movie theaters. Combined visits to AMC, Regal, and Cinemark were up 423.6% on Monday, May 26th 2025 compared to the YTD Sunday average, with combined weekly visits to the three chains up 92.4% for the week.  

The Memorial Day visit spikes – likely driven by the success of new releases such as Mission: Impossible – The Final Reckoning and Lilo & Stitch follow weeks of high traffic as films including A Minecraft Movie and Sinners drove significant traffic increases at movie theaters nationwide. 

This ongoing movie theater momentum suggests that, despite past concerns about streaming and changing consumer habits, the theatrical experience continues to hold significant appeal. 

Overall, the Memorial Day 2025 data paints a picture of a resilient consumer ready to engage with both retail promotions and entertainment experiences. The data also suggests that, while brick-and-mortar retail continues to attract consumers on retail milestones, entertainment is reclaiming its role as a powerful draw for holiday spending.

For more data-driven consumer insights, visit placer.ai/anchor

Article
Gauging the Tariff Impact on Manufacturing – May 2025 Update 
In March 2025, industrial manufacturing facilities saw upticks in activity as production ramped up in anticipation of potential tariff-related disruptions. Did these patterns hold steady in April 2025? We took a look at visitation trends to major manufacturing sites across the country to see how activity has shifted.
R.J. Hottovy
May 29, 2025
4 minutes

Visitation Data Reveals Shifting Tides in U.S. Manufacturing

When we reviewed March 2025 visitation data for industrial manufacturing facilities across the U.S. – encompassing visits from both employees and logistics partners – our data indicated an uptick in activity. Notably, many industrial manufacturers, particularly in sectors like aerospace, automotive, and packaging, increased activity as they proactively ramped up production in anticipation of potential tariff-related disruptions.

While the official U.S. Census Bureau data on manufacturing new orders for April and May 2025 is not yet available (with April's full M3 report expected around June 3rd and May's around July 3rd), visitation data from our industrial manufacturing composite for April 2025 was reflective of the evolving tariff landscape that many manufacturers have faced the past several weeks. Overall, our industrial manufacturing composite for April and early May 2025 indicates that visits to manufacturing facilities have decreased year-over-year. 

Several factors could contribute to this decrease: (1) general consumer uncertainty about the economy, which has impacted retail visits this year and may be dampening industrial demand; and (2) previously announced extensions to some tariff implementation dates, which might have led businesses to pause or adjust orders. Separately, the tariff environment saw a new development with the temporary reduction in certain U.S.-China tariffs enacted in mid-May; this change may lead to shifts in activity going forward but would not explain the decrease observed in April and early May.

Larger Visit Boosts to Categories With Greater Tariff Exposure 

Were there manufacturing categories that saw greater year-over-year visitation trends than others? Unsurprisingly, categories that are potentially impacted by tariff activity – such as metals (including steel and aluminum) and electrical equipment – continued to see the greatest year-over-year increase in visits in April as manufacturers accelerated production ahead of tariff implementations or companies switched to goods produced in the United States (as shown below). General Dynamics, Howmet Aeropace, U.S. Steel, Nucor, and Powell Industries were among the manufacturers that stood out with respect to visit activity during April 2025.

Automakers Adjust to Tariff Aftershocks

Our previous analysis of Ford and General Motors manufacturing facilities indicated an uptick in visitation during late March and early April 2025. This surge likely reflected an effort by these automakers to accelerate production and build inventory ahead of significant tariff changes, including the 25% tariffs on imported vehicles that took effect on April 3rd and anticipated levies on auto parts. 

However, in subsequent weeks, our visitation data indicated a return to more typical visitation levels for both manufacturers. These more subdued year-over-year visit trends likely indicate a period of adjustment and caution, aligning with the broader market uncertainty. The considerable financial impact from tariffs also led both Ford and General Motors to revise their 2025 financial guidance in early May, despite some discussions around partial tariff relief measures during that period.

Post-Tariff Uncertainty Cools Manufacturing Rush

Given the fluid and constantly evolving landscape for industrial manufacturers, what are the key takeaways? Our data shows a clear pull-forward in demand among manufacturers during March, as they ramped up production schedules ahead of tariff implementations, especially in sectors like metals and aerospace. However, this initial surge was followed by a cooling off in activity during April and early May, likely stemming from general tariff uncertainty.

Keep up with The Anchor to see where industrial manufacturing activity heads next.

Article
Five Below and Ollie’s Continued Foot Traffic Success
Discount and dollar stores have enjoyed unprecedented success over the past few years as economic uncertainty continues to weigh on consumers’ minds – and wallets. We took a look at two discount players, Five Below and Ollie’s Bargain Outlet, to see where the two are holding as the first half of 2025 draws to a close.
Bracha Arnold
May 28, 2025
4 minutes

Discount and dollar stores have enjoyed unprecedented success over the past few years as  economic uncertainty continues to weigh on consumers’ minds – and wallets. We took a look at two discount players, Five Below and Ollie’s Bargain Outlet, to see where the two are holding as the first half of 2025 draws to a close.

Strength In The First Quarter

Five Below and Ollie’s were major winners in 2024, with visits to both chains elevated on a consistent basis. Both chains also aggressively expanded their footprints: Ollie's Bargain Outlet acquired around 40 leases from Big Lots, while Five Below opened a remarkable 227 new stores in 2024, with plans for another 150 in 2025.

Their strong positions were clearly reflected in Q1 2025 visit data. Five Below saw foot traffic climb 6.1% YoY, and Ollie's visits grew by 12.4%. Average visits per location were more mixed: Five Below's dipped by 4.6%, while Ollie's Bargain Market maintained momentum with a 4.6% YoY increase.

Rural Resurgence for Five Below

As its name suggests, Five Below primarily sells items for $5 or less, offering strong value at a time of rising prices – and customers are clearly responding. Five Below's monthly visits remained elevated throughout 2025, peaking in April with a 20.4% YoY increase. Monthly visits per location experienced more fluctuation, dipping in February and March while remaining elevated in January (+1.6%) and April (+10.1%).

Diving into the geographic segments as defined by Esri offers insight into the type of visitor that comes to Five Below – and what it might mean as the chain continues its expansion plans. Between Q1 2019 and Q1 2025, the share of visitors coming to Five Below from "Rural" and "Semi-Rural" areas increased, while the share from "Suburban Periphery" areas declined. This trend aligns with Five Below's deliberate focus on rural and semi-rural locations – a strategic choice likely influenced by existing customer behavior patterns – and might inform where the chain chooses to open its new locations in the coming years.

Ollie’s Bets Big on Bargains

Foot traffic to Ollie’s Bargain Outlet was elevated for the first few months of 2025. Monthly visits experienced consistent YoY growth, and while average visits per location declined slightly in February 2025, they picked up immediately, ending April 2025 with 8.9% more visits per location than in April 2024. Some of this growth may be coming from its recent expansions – the chain opened 50 new stores in 2024. 

While Ollie's differs from Five Below in terms of its product selection and price points, both chains share similarities in the demographic makeup of their visitors. The share of visitors coming from rural trade areas across the income spectrum, as defined by the Spatial.ai: PersonaLive dataset, was higher in Ollie’s captured markets than in its potential markets*. Meanwhile, the share of “Young Urban Singles” and “Upper Suburban Diverse Families” was lower in Ollie’s captured market than in its potential market. 

This highlights the strength that the chain has among all kinds of rural visitor segments, and can help inform the chains’ expansion strategy as it grows its footprint in 2025 and beyond. 

*A chain’s captured market is obtained by weighting each Census Block Group (CBG) in its trade area according to the CBG’s share of visits to the chain – and so reflects the population that actually visits the chain in practice.

Bargain Chains Booming

Five Below and Ollie’s are holding onto their 2024 gains thus far into 2025. With dozens of stores slated to open in the coming months, will the two retailers continue to grow their foot traffic?

Visit Placer.ai/anchor for the latest data-driven retail insights.

Article
Kohl’s: Bright Spots to Build On?
Despite a challenging period, Kohl's visit gap narrowed in Q1 2025 - and March 2025 visits showed slight growth. And certain regions of the country experienced a year-over-year visit increase, driven, in part, by its partnership with Sephora.
Lila Margalit
May 27, 2025
1 minute

Kohl’s has faced a challenging period marked by store closures, leadership instability and a 6.5% decline in comparable sales last year. So it may come as no surprise that the department store continued to see year-over-year (YoY) visit gaps in Q1 2025 – with YoY foot traffic down nearly every month since August 2024. 

Still, Q1 2025 saw the department store’s YoY visit gap shrink to just 2.7%, with March experiencing a slight uptick in visits YoY. Kohl’s narrower Q1 visit gap may be a promising sign for the retailer, especially given the inclement weather that kept many consumers at home in February. 

Sephora at Kohl’s also remains a bright spot, contributing to an 8.8% net sales increase in the department store’s Accessories category in 2024. And a regional snapshot of YoY visit trends shows that much of the western United States actually experienced a YoY visit increase in Q1 – a trend the company’s incoming CEO may wish to build upon. 

What lies in store for Kohl’s in the months to come? 

Follow Placer.ai's data driven retail analyses to find out. 

Article
Lululemon and DICK’s: Scoring Big With Celebs and Events
Sportswear and athleisure brands DICK’s Sporting Goods and lululemon athletica showed that partnering with star athletes and making bold statements at major competitions is one way to build success in the long term. What did location analytics reveal about this strategy? We dove into the data to find out.
Ezra Carmel
May 27, 2025
4 minutes

The apparel landscape is constantly adapting to changing consumer preferences and behavior. And in Q1 2025, top sportswear and athleisure brands DICK’s Sporting Goods and lululemon athletica showed that partnering with star athletes and making bold statements at major competitions is one way to build success in the long term. What did location analytics reveal about this strategy? We dove into the data to find out.

Athleisure and Sportswear Cool-Down

Visits to DICK’s and lululemon declined in Q1 2025 compared to 2024, perhaps due in part to the continued emphasis on value-first apparel segments

Still, diving deeper reveals several reasons for optimism. First, a closer look at YoY monthly visits reveals that February’s performance weighed heavily on the brands’ quarterly performance, as YoY visits dipped significantly due to the comparison to 2024’s leap year and inclement weather that kept many consumers at home. In January, March and April 2025, visits remained closer or even exceeded 2024 levels – more indicative of the brands’ overall performance.

Second, these visit gaps may have been partially offset by success through other channels: Both lululemon and DICK’s recently cited digital revenue gains and omnichannel growth, which could pave the way for other long-term growth opportunities in retail media.

Madness in March for DICK’s

And despite the slower quarter, DICK’s still demonstrated its ability to leverage partnerships and sporting events to drive in-store traffic. 

Saturday is typically DICK’s busiest day of the week, and during all five Saturdays in March 2025, visits to DICK’s significantly outperformed the Q1 2025 Saturday average. This is likely due to DICK’s NCAA partnership and media investments during “March Madness”, which saw fans flock to DICK’s to stock up on college basketball gear leading up to and during The Big Dance. DICK’s also capitalized on its March Madness traction by launching a timely celebrity athlete campaign that may also have contributed to elevated Saturday traffic. 

Lululemon Actively Pursues Its Audience 

Lululemon has also adopted a bold strategy of star-athlete partnerships and high visibility at events to grow brand awareness.

At the WM Phoenix Open at the TPC Stadium Course in Scottsdale, AZ in February 2025, lululemon orchestrated an attention-grabbing crew of identically-dressed fans to accompany brand ambassador and pro-golfer Min Woo Lee. And at the BNP Paribas Open played in Indian Wells, CA, lululemon celebrated its professional tennis ambassadors Frances Tiafoe and Leylah Fernandez with an immersive installation on the tournament grounds and nearby lululemon store. 

Diving into the psychographic characteristics of the regions from which lululemon and the two sports venues – TPC Stadium Course and Indian Wells Tennis Garden – receive visits reveals how making a statement during professional contests aligned with lululemon’s goal to grow brand awareness among its target audience. 

Perhaps as would be expected, in 2024, lululemon’s potential trade area had more “Athleisure Enthusiasts” – Spatial.ai: FollowGraph segment for likely followers of lululemon and other athleisure brands on social media – than the nationwide average. However, the potential trade areas of Indian Well Tennis Garden and TPC Scottsdale Stadium Course had even higher concentrations of  “Athleisure Enthusiasts”. This suggests that by investing in high visibility at these venues, lululemon was likely to build brand awareness among more of its potential visitor base. 

Only The Warm-Up

Although visits to DICK’s and lululemon lagged in Q1 2025, there is still reason for optimism surrounding these brands. Seasonal sporting events like March Madness, in which DICK’s is an integral part, can play a role in driving traffic to stores. Meanwhile, lululemon appears to have found a formula to reach more of its target audience by making a statement at athletic events. 

For more data-driven retail insights, visit Placer.ai.

Article
Wayfair at Year One – A Go-To Furniture Destination Spot
Online furniture retailer Wayfair added a flagship store in Wilmette, IL last year. How is the store performing one year on? We take a closer look.
Lila Margalit
May 23, 2025
1 minute

Like many e-commerce retailers, Wayfair jumped on the brick-and-mortar bandwagon last year with a large-format flagship store at Edens Plaza in Wilmette, IL – giving customers a physical space to explore its products. To mark the store’s one year anniversary (it opened to great fanfare on May 23rd, 2024 – just a few days before Memorial Day), we dove into the data to examine the profile and behavior of its visitors – and see how they compare to the wider home furnishings space. 

Location analytics show that Wayfair has emerged as a go-to furniture destination, drawing visitors from farther away than the industry standard. Wayfair’s large-format store also attracts an above-average share of weekend foot traffic, with most visits occurring on Saturdays and Sundays. During these peak times, customers can leisurely browse Wayfair’s extensive offerings, enjoy the onsite café, and take advantage of free design and home improvement consulting services. The store also attracts an affluent audience – from areas with a higher median HHI than either the nationwide baseline or the broader home furnishings segment.

Given Wayfair’s popularity – the Wilmette location has emerged as a major traffic driver to the mall – it may come as no surprise that plans are already in the works to open two more large-format Wayfair locations. How will the retailer continue to fare as it expands its footprint? 

Follow Placer.ai’s data-driven retail analyses to find out.

Reports
INSIDER
The Retail Opportunity of Stadiums
Dive into the location intelligence to understand the significant retail and dining opportunities in and around major stadiums – both during games and in the off-season.
January 11, 2024
7 minutes

Play Ball

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. 

Major League Visits

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.

Different Visitation Patterns During the On- and Off-Season

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. 

Stealing Bases, Winning Retail 

A Higher-Income Visitor Base 

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.

An Advertising Slam Dunk

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. 

Distinct Retail Choices by Team

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. 

Fan Tastes: Beyond the Bleachers

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.  

End Zone Eats

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.

Different Events Drive Different Dining Patterns

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.

Pitches to Plates

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.

Final Buzzer

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. 

INSIDER
3 Trends Shaping the Dining Industry
This report leverages the latest location intelligence data to identify three dining trends that will shape the dining industry in 2024.
November 30, 2023

Digging Into Dining

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. 

Stepping Up To The Plate

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. 

Shifting Demographics and Shifting Dining Behavior

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%. 

Younger Customers Staying Out Later

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. 

Smoothies Drive Weekend Visits

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.” 

Sports and Dining - Match Made in Heaven

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?

Scoring Big: Leveraging Fan Insights to Fuel Successful Partnerships

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. 

College Gameday - Wins for Dining

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%. 

Game Day Visitor Spikes

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. 

Subwars: Room for Everyone

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. 

Sandwich Chains Attract a Wide Consumer Base

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. 

So What’s The Dining Space Cooking Up?

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. 

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Retail’s New Media Power
Get a first look at the growing power of retail media networks. Learn how brick-and-mortar brands can measure reach and track impact to transform the advertising space.

“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

Retailers Stepping Into Their Media Power 

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.

Leveraging Retail Media Networks to Reach Rural Customers 

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’s Growing Strength 

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. 

Increasing Ad Impressions

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. 

The Albertsons Advantage

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.

Optimizing Physical Ad Campaigns

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.

Insights from Consumer Cross-Visits

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.

CVS Launches a Media Network 

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. 

Reaching Health and Wellness Consumers Through 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. 

Refining the Geographic Market 

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. 

Online Consumer Behavior Informing In-Store Preferences 

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.

Macy’s Continued Popularity 

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.

Leveraging Macy’s Media Network to Reach the Right Shoppers

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. 

Macy’s Herald Square Billboard 

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. 

Retail Media Networks Revolutionizing Advertising

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.

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