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