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Summer has unofficially arrived, and with that comes the desire to relax, unwind and travel. And despite some of the economic uncertainty still facing consumers, 2024 is off to a surprising start for traffic in certain parts of retail. According to AAA, auto traffic growth for Memorial Day weekend was projected to grow by 4% compared to last year and by almost 2% versus 2019. Car travel has long been seen as the value-based travel method across the U.S., and who can forget the allure of the “summer road trip”. But inflationary pressures may have made it less appealing over the past few years. In the most recent consumer price index for May 2024, a drop in gasoline prices was a large positive contributor to the overall rate of 3.3%, which could provide a stronger consumer push for summer car travel.

With the positive momentum in auto traffic and gas prices, gas station and convenience store traffic has greatly benefited since Memorial Day weekend. In fact, visits to chains from May 20 to June 10 this year increased by 11% compared to the same weeks in 2023 and 15% versus 2022. Traffic to convenience stores and gas chains is up almost 30% compared to the same weeks in 2019. Traffic growth steadily climbed over the course of the three weekends measured, and the weeks had some of the highest growth rates so far in 2024 with the exception of a week in March. Even with the projected increase in auto traffic across the country, convenience and gas is the summer blockbuster, building on the consumer trends of the past year and the successful strategies of various retailers.

Wawa, in particular, saw strong visit patterns in the first unofficial few weeks of summer travel. The chain at a total level is up an impressive 14% year-over-year for the measured weeks. Looking at Wawa’s performance across various states, Florida drove much of the growth in traffic as the weather heats up, and outperformed some of the brand’s stronghold states like Pennsylvania & New Jersey. Average dwell times at Wawa locations in Florida are almost a minute higher than the chain average, highlighting that stores are not only pulling in more visits, but keeping visitors in-store for longer. The strong performance of the Florida locations, even during the off season, corroborates the brand’s investment in expansion across the state. One might suspect that Wawa is well positioned heading into the remainder of the summer with its coastal strategy.
Will C-stores continue to grow traffic as we officially enter the summer season? All signs point to yes, even if gas prices rise due to increased demand. Chains have done a fantastic job of enticing consumers with unique food offerings and might become the must-visit destination before heading to the beach this summer.

Darden Restaurants, Inc. operates a portfolio that includes some of the biggest names in full-service dining, including Olive Garden, LongHorn Steakhouse, Cheddar’s Scratch Kitchen, Yard House, Ruth’s Chris Steak House, Bahama Breeze, and Eddie V’s Prime Seafood.
How are these restaurants performing as Q3 2024 approaches? We took a closer look at the location analytics to find out which restaurant chains are thriving in today’s challenging economic climate.
Darden’s three largest restaurant chains – Olive Garden, LongHorn Steakhouse, and Cheddar’s Scratch Kitchen – are some of the best-known names in casual, full-service dining. These chains have a strong presence across the country and have experienced mainly positive YoY foot traffic this year so far.
Although foot traffic was lower YoY in January and April 2024, these dips can be attributed to external factors, such as January’s inclement weather and an April calendar shift (i.e. the timing of Easter, as well as the extra Saturday in April 2023). And in May the three chains quickly rebounded, ending the month with respective YoY visit increases of 2.4%, 6.4%, and 2.3%.

Darden operates various smaller brands offering different dining styles and price points, ranging from upscale options like Eddie V’s and Ruth’s Chris Steakhouse to more casual spots like Bahama Breeze and Yard House. These smaller chains also experienced strong visitation patterns in early 2024 – with May YoY visits up between 3.9% and 8.5%.

Darden’s strong February and May showings were likely fueled, in part, by two distinctly important days on the Darden restaurant calendar: Valentine’s Day and Mother’s Day.
In absolute terms, Olive Garden – Darden’s largest chain by far – drew the most visits on both holidays as compared to a January 1, 2024 baseline, claiming the top spot this year as America’s favorite Mother’s Day destination. But on a relative basis, Darden’s premium brands Eddie V’s and Ruth Chris experienced the biggest visit spikes, as people splurged on celebratory outings. And laid-back chain Bahama Breeze saw a sustained visit boost from Valentine’s Day through Mother’s Day, likely owing to its strong presence in Florida – making it an attractive destination for the snowbirds and vacationers who visit the state during the winter.
And surprisingly, even casual dining venue Yard House – known for its beer and sports atmosphere rather than romantic setting – experienced a Valentine’s Day visit boost. This suggests that there is a tangible benefit from these holidays across a wide range of dining styles – and restaurant operators can use these insights to encourage visits on such occasions.

Darden continues to attract customers to its restaurants in spite of a challenging economy by offering a variety of dining choices and capitalizing on popular dining-out occasions such as Mother’s Day and Valentine’s Day.
Will the company’s visit growth continue to trend upward as 2024 wears on?
Follow Placer.ai for the latest data-driven dining insights.

After a frigid start to the year, how have retail and dining foot traffic fared in the subsequent months? We dove into the data to find out.
Last year was all about experiences. But in 2024, consumer demand is once again striking a balance between “fun and stuff.” Though both retail and dining foot traffic were weighed down by January 2024’s extreme temperatures, the two categories bounced back in February, going on to see consistently positive YoY foot traffic growth through May.
May 2024’s strong showing was likely driven in part by impressive visit boosts on two important calendar highlights: Mother’s Day weekend and Memorial Day weekend. On both of these occasions, retail and dining foot traffic outperformed 2023 levels, a further sign of consumer resilience this year.

And drilling down deeper into data shows that some of this dining growth is being driven by full-service restaurants – another sign that the segment may be experiencing a comeback.
For quite some time, casual dining concepts – including both fast-casual & QSR – have had the upper hand among dining formats, as consumers sought inexpensive ways to splurge and cut back on full-service indulgences. But FSR has begun to rally, with experiential concepts, eatertainment, and breakfast-first chains driving significant traffic.
And location analytics points to a much more level playing field this year, with FSR YoY visit growth outperforming fast-casual & QSR in both March and in May. May’s visit boost in particular was likely aided by holiday visits – on both Mother’s Day and Memorial Day, full-service restaurants drew outsize crowds eager to enjoy nice meals out with friends and family.

A look at statewide visit data for both fast-casual & QSR and for full-service chains during the past three months – comparing March to May 2024 to the equivalent period of last year – shows both segments doing remarkably well throughout most of the U.S.
In the fast-casual & QSR space, all 50 states enjoyed positive YoY visit growth over the past three months – led by North Dakota (6.8%), New Hampshire (5.3%), Minnesota (5.1%), New Mexico (4.3%), and Rhode Island (4.2%). And in FSR, 42 states enjoyed positive growth – with some of the same states, including Rhode Island, New Hampshire, and New Mexico, claiming top spots.

Will full service continue its turnaround in the second half of 2024 and can fast-casual & QSR maintain its strength? How will overall retail traffic fare during the summer months and critical back-to-school season?
Visit Placer.ai to find out.

Hilton Hotels & Resorts and InterContinental Hotels Group (IHG) are two of the biggest names in lodging. The two companies operate a wide range of hotel brands, ranging from luxury chains to budget options. And falling in the middle of this range are two midscale hotel chains: TRU by Hilton and avid Hotels, operated by IHG.
What can foot traffic and demographic data reveal about the preferences of visitors to these chains? We took a closer look.
TRU by Hilton and avid Hotels both opened their first locations in 2017, with the goal of offering travelers modern and comfortable accommodations while eschewing the amenities typically associated with more luxurious hotel categories. By streamlining services, these hotels can appeal to a diverse range of travelers while maintaining a lower price point.
The two hotel chains have expanded since their openings, with TRU operating 279 locations and avid operating 70 nationwide as of May 2024. And this expansion seems to be paying off for both brands, helping drive YoY monthly visit increases. Since June 2023, visits to the two chains have been consistently elevated YoY, save for a few minor visit lags at TRU.
Hilton and IHG both hope to continue expanding their midscale hotel concepts, with projects in the pipeline for 2024 and beyond. And diving into the demographics can help the hotels identify their strengths and plan out marketing strategies more effectively.

Analyzing the psychographic makeup of TRU and avid’s trade areas by layering Spatial.ai’s PersonaLive dataset onto the two chains’ captured markets reveals that despite their budget offerings, both hotels appeal to economically diverse audiences.
Between June 2023 and May 2024, TRU and avid both attracted visitors from areas with higher-than-average shares of both “Ultra Wealthy Families” and “Blue Collar Suburbs.” The chains’ ability to appeal to both groups shows that their no-frills offerings are appreciated not just by the most price-conscious customers, but also by those with more room in their budgets to splurge.

Still, TRU drew a greater share of visitors over the analyzed period from areas over-indexed for “Ultra Wealthy Families'' – while avid drew slightly more customers from areas over-indexed for “Blue Collar Suburbs.” And diving deeper into the demographic and psychographic characteristics of TRU’s and avid’s captured markets shows that though both chains have broad appeal, there are some differences between their customer bases.
The median household income (HHI) of TRU’s captured market stood at $79.4K during the analyzed period – above the nationwide median – while that of avid remained slightly below it. And while avid’s captured market included a higher-than-average share of “Young Urban Singles” (also from Spatial.ai’s PersonaLive dataset), TRU was more likely to attract “Suburban Boomers.” So while TRU draws a wealthier and more settled clientele, avid tends to attract younger, less established guests.
These differences serve as a reminder of the differences that exist even within similar accommodation categories, and may help the two chains when deciding how to market to their respective customer bases.

Both TRU and avid seem similar enough on paper – two midscale hotel chains, geared towards a traveler that prioritizes value and convenience. And while both chains attract a wide range of households to their venues, TRU tends to see a more affluent, established visitor, while avid seems to attract more guests who are starting out in life.
For more data-driven travel & leisure insights, visit Placer.ai.

With sales exceeding $148 billion in 2023, The Kroger Co. is a leading player in the grocery store space. In addition to its flagship eponymous brand, the company owns a variety of regional banners, including (among others) Fred Meyer, Harris Teeter, Ralphs, Smith’s Food and Drug, Fry’s Food Stores, King Soopers, and Food 4 Less.
We dove into the data to see how key Kroger chains are faring in 2024 – and to explore the different audiences served by the company’s varied portfolio.
With some 1255 locations across 19 states, Kroger is The Kroger Co.’s largest grocery banner by far. And between January and May 2024, visits to the chain accounted for 47.6% of overall foot traffic to the company’s grocery portfolio. The remaining 52.4% of visits went to The Kroger Co.’s smaller banners – with Fred Meyer, Ralphs, and Harris Teeter leading the charge.

And drilling down deeper into the regional distribution of the company’s various grocery banners shows that each chain serves a different area of the country.
Kroger’s eponymous banner holds sway throughout much of the Midwest and South – while Harris Teeter serves shoppers in Maryland, Florida, and the Carolinas. Meanwhile, Fred Meyer, Smith’s, Ralphs, Fry’s, and King Soopers dominate the Western United States. And throughout some parts of the Midwest, Kroger draws consumers with a variety of smaller banners.
Like that of Albertsons, Kroger Co.’s strategy of acquiring and maintaining regional brands has allowed the company to expand its footprint across the country – while catering to the needs and preferences of local shoppers. Indeed, Kroger’s footprint now extends across three of the four U.S. regions – the West, South, and Midwest – with only the Northeast lacking a Kroger Co. presence.

A look at recent visitation trends for Kroger Co.’s largest banners – i.e. those with at least 100 locations – shows that all experienced positive YoY visit growth in Q1 2024. The most impressive foot traffic bumps were seen by Mountain region banners Smith’s and King Soopers, followed by value-oriented Food 4 Less, and the South Atlantic-focused Harris Teeter.
On a monthly basis, too, The Kroger Co.’s major Banners saw nearly uniform YoY visit growth between January and May 2024.

Analyzing demographic differences among the trade areas of Kroger’s different chains shows how the company leverages its portfolio of banners to serve distinct customer bases.
Virginia, for example, is served by two Kroger Co. banners – Kroger and Harris Teeter. And while the former draws shoppers from areas with a median HHI below the statewide baseline of $87.2K, the latter – with somewhat more upscale, pricier offerings – attracts a much more affluent audience. Similar differences can be observed in Wisconsin – where Pick ‘n Save and Metro Market serve different demographics.
By offering a diverse spectrum of shopping experiences, The Kroger Co. strategically positions itself to maximize market penetration and appeal to a broad range of consumers.

The Kroger Co. entered 2024 with a bang. With its extensive reach and adaptive approach, can the grocery leader maintain its positive momentum throughout the rest of the year?
Visit our blog at Placer.ai to find out.

Post-March Madness, many of the NCAA women’s basketball players went on to the WNBA. Caitlin Clark to the Indiana Fever, Cameron Brink to the LA Sparks, and Angel Reese to the Chicago Sky were some of the most hotly anticipated draft picks. The newfound appetite for the WNBA is real. Take Gainbridge Fieldhouse in Indianapolis as an example. Just comparing the time period of April 30-May 31, 2023 vs April 30-May 31, 2024, there is a stark contrast in the number of attendees to home games. In just five games, attendance to this year’s Fever games has already surpassed that of the entire 2023 season.

The trade area draw is also something to note as the area from which 70% of visits originated practically doubled from May 2023 (blue) to May 2024 (red), showing the magnetic effect a star player can have.

This heightened interest is great news for concepts like The Sports Bra, a bar and restaurant based in Portland, Oregon. It’s 100% dedicated to women’s sports so you can be sure to catch your favorite female player on the screen. Since opening in the spring of 2022, it’s had steady business, and odds are with all the women’s sports to watch, there should be a busy summer ahead.

In addition, might the added exposure bring new fans to brands such as Wilson Sporting Goods, which signed Caitlin Clark? This familiar brand opened its first West Coast brick and mortar store on Santa Monica’s Third Street Promenade just about a year ago. Meanwhile, Angel Reese has signed on some big brands such as Reebok, Raising Cane’s and AirBnB. Former Stanford Cardinal and now LA Sparks superstar Cameron Brink is one of the faces of New Balance, and has starred in an ad with Shohei Otani and Coco Gauff.
Return-to-office (RTO) trends have been closely watched over the past few years, with relevant stakeholders trying to puzzle out the impact remote and hybrid work have had on business operations and worker performance. And while visits to office buildings, overall, remain below pre-pandemic levels, office recovery varies from city to city – reflecting the complex and nuanced nature of regional economic trends, workforce preferences, and industry-specific needs.
This white paper harnesses location analytics to explore office recovery in the country’s second-largest economy – Los Angeles. The first part of the report is based on an analysis of foot traffic data from Placer.ai’s Los Angeles Office Index – an index comprising 100 office buildings in LA (including several in the greater metro area). The second part of the report broadens the lens to analyze visits by local employees to points of interest (POIs) corresponding to four major LA-area office districts: Century City, Downtown LA, Santa Monica, and Culver City. The white paper examines the impact that return-to-work mandates have had on visits to office buildings, discovers which demographic groups are driving the RTO, and explores the connection between commute time and return-to-office rates.
The return to office in Los Angeles has consistently lagged behind other major cities, underperforming nationwide recovery levels since the pandemic ground in-office work to a virtual halt. Still, the city’s office buildings are seeing a steady increase in visits, with foot traffic tending to spike at the beginning of each year. This indicates that even though office visits in LA are still below national averages, they are on a steady growth trajectory – a promising sign for stakeholders in the city.
A closer examination of Los Angeles office buildings also shows that despite the overall lag, some top-performing buildings in the LA metro area are defying the odds. Visits to the 20 local office buildings with the narrowest Q2 2024 post-COVID visit gaps were down just 8.7% in June 2024 compared to January 2019 – significantly outperforming the nationwide average.
So while overall office recovery in the city is still behind nationwide trends, these top-performing buildings indicate an optimistic outlook for the city’s office spaces.
Diving into the demographics of visitors to LA’s top-performing office buildings reveals an important insight: these buildings are attracting younger workers. This cohort has shown a stronger preference for in-person work compared to their older colleagues.
Analyzing the buildings’ captured markets with psychographics from AGS: Panorama reveals that these buildings are attracting visitors from areas with larger shares of "Emerging Leaders" and "Young Coastal Technocrats" than the broader metro area.
"Emerging Leaders'' – upper-middle-class professionals in early stages of their careers – make up 20.3% of households in the trade areas feeding visits to these top-performing buildings, compared to 14.9% in the broader LA CBSA. Similarly, "Young Coastal Technocrats," young and highly educated professionals in tech and professional services, account for 14.7% of households driving visits to the top-performing buildings, compared to only 12.1% in the broader area.
The trend suggests that companies in these high-performing office buildings employ many early-career professionals eager to accelerate their careers and work in-person with colleagues and mentors. This is a positive sign for the future of the office market in the LA metro area, indicating that it is attractive to key demographic groups that are likely to drive future growth and innovation.
Over the past few years, the debate regarding return-to-office mandates has been a heated one. Will employees follow return-to-office requirements? Can companies enforce the return to office after offering remote and hybrid work options? Recent location analytics data suggests that, at least in the Los Angeles metro area, some return-to-office mandates have been effective.
Three major tech companies – Activision Blizzard, TikTok, and SNAP Inc. – recently made their return-to-office policies stricter. Activision mandated a full return to the office in January 2024. TikTok has also intensified its return-to-office policy while seeking to expand its office presence in the greater Los Angeles area. And SNAP Inc. required employees to return to the office earlier this year as a condition of continued employment.
Visitation patterns at each of these companies' respective headquarters suggest that their policies have directly impacted visit frequency. Since the beginning of the year, the share of repeat office visits (defined as two or more visits per week) has increased for all three locations. Activision saw its share of repeat office visits grow from 52.1% in H1 2023 to 61.4% in the same period of 2024. TikTok’s repeat visits grew from 49.5% to 61.0%, and SNAP’s repeat visits increased from 36.6% to 42.8%.
These numbers highlight how return-to-office policies can lead to noticeable changes in office visit patterns and offer a blueprint to other businesses looking to foster a stronger in-office workforce.
Los Angeles is the second-largest metro area in the country, with several distinct business districts across its sprawling landscape. And a closer look at four major office hubs in the greater LA area – Century City, Downtown LA, Santa Monica, and Culver City – highlights how the office recovery can vary, not just by city or demographic, but on a neighborhood level.
Weekday visits by local employees to all four analyzed business districts have rebounded significantly since 2020 – though each area has followed its own particular trajectory.
Culver City, home to major businesses including Sony Pictures and Disney Digital Network, saw the least pronounced drop in employee visits during the early days of the pandemic. And in Q2 2024, weekday visits by local workers were down just 18.4% compared to Q1 2019.
Century City, on the other hand, saw the most marked drop in local employee foot traffic as the pandemic set in. But the district’s recovery trajectory has also been the most dramatic – with a Q2 2024 visit gap of just 28.5%, smaller than Downtown LA’s 29.7% visit gap. Perhaps capitalizing on this momentum, Century City is expanding its business district with the addition of a major new office building, set to be completed in 2026 and serve as the headquarters for Creative Artists Agency. Santa Monica, for its part, finished off Q2 2024 with a 23.3% visit gap.
Century City stands out within the Los Angeles metropolitan area for its dramatic decline and subsequent resurgence in local employee foot traffic. And looking at another metric of office recovery – employee commute distance – further underscores the district’s remarkable comeback.
The share of employees commuting to Century City from three to seven miles away has nearly returned to pre-COVID levels – suggesting a normalization of commuting patterns by local workers living in the area. In H1 2019, 33.5% of workers in Century City commuted between 3 and 7 miles to work; in 2022, that number had dropped to 29.8%. But by 2024, the share of visitors making that commute had grown to 32.5% – much closer to pre-COVID numbers.
Similarly, the region’s trade area size, which had contracted significantly in the wake of the pandemic, bounced back significantly in 2024. This serves as another indication of Century City’s rebound, cementing Century City’s status as a key business hub within the Los Angeles metropolitan area.
Five years after the upheaval caused by the pandemic, office spaces are still changing. Although the Los Angeles area has taken longer to recover than other major cities, analyzing local visitation data shows significant potential for the city’s business areas. With young employees leading the return-to-office charge, the city is poised to keep driving its strong economy and adjust to an evolving office environment.
Retail media networks (RMNs) have cemented their roles as the future – and present – of advertising. These networks enable advertisers to promote products and services through a retailer’s online properties and physical stores, when consumers are close to the point-of-purchase and primed to buy.
Today, we take a closer look at two newcomers to the retail media space: Costco Wholesale and Wawa. Both chains have an online presence – but both also excel at in-store experiences, offering unique opportunities for consumer engagement and exposure to new products.
This white paper dives into the data to explore some of the key advantages Costco and Wawa bring to the retail media table – and examine how the retailers’ physical reach can best be leveraged to help advertising partners find new audiences.
Wawa and Costco, the latest additions to the growing number of companies with retail media networks, exhibit significant advertising potential. Both brands boast a wide reach and diverse customer base, and both have access to troves of customer data through membership and loyalty programs.
Foot traffic data confirms the robust offline positioning of the two retailers. In Q1 2024, year-over-year (YoY) visits to Costco and Wawa increased 9.5% and 7.5% respectively – showing that their in-store engagement is on a growth trajectory.
And since consumers tend to spend a lot more time in-store than they do on retailers’ websites, Costco’s and Wawa’s strong brick-and-mortar growth positions them especially well to help advertisers reach new customers. In Q1 2024, the average visits to Costco’s and Wawa’s physical stores lasted 37.4 and 11.4 minutes respectively – compared to just 6.7 and 4.6 minutes for the chains’ websites. These longer in-store dwell times can be harnessed to maximize ad exposure and offer partners more extended opportunities for meaningful interactions with customers. Partners can also analyze the behavior and preferences of the two chains’ growing visitor bases to craft targeted online campaigns.
Costco’s retail media network will tap into the on- and offline shopping habits of its staggering 74.5 million members to inform targeted advertising by partners. And the retailer’s tremendous reach offers a significant opportunity to engage customers in-store.
But while Costco is dominant in some areas of the country, other markets are led by competitors like Sam’s Club and BJ’s Wholesale Club. And advertisers looking to choose between competing RMNs or hone in on the areas where Costco is strongest can analyze Costco's performance and visit share – on a local or national level – to determine where to focus their efforts.
An analysis of the share of visits to wholesalers across the country reveals that Costco is the dominant wholesale membership club in much of the Western United States. But Costco also captures the largest share of wholesale club visits in many other major population centers, including important markets like New York, Chicago, Phoenix, and San Antonio. Costco’s widespread brick-and-mortar dominance offers prospective advertising partners a significant opportunity to connect with regional audiences in a wide array of key markets.
Another one of Costco’s key advantages as a retail media provider lies in its highly loyal and engaged audience. In May 2024, a whopping 41.4% of Costco’s visitors frequented the club at least twice during the month – compared to 36.6% for Sam’s Club and 36.0% for BJ’s Wholesale.
Moreover, Costco led in average visit duration compared to its competitors. In May 2024, customers spent an average of 37.1 minutes at Costco – surpassing even the impressive dwell times at Sam’s Club and BJ’s Wholesale Club.
YoY visits per location to Costco, too, were the highest of the analyzed wholesalers, all three of which saw YoY increases. These metrics further establish the wholesaler’s position as an effective retail media provider.
Even when foot traffic doesn't show a brand’s clear regional dominance, location analytics can reveal other metrics that signal its unique potential. Take the Richmond-Petersburg, VA, designated market area (DMA), for example. In May 2024, BJ’s Wholesale Club led the DMA with 41.2% of wholesale club visits, while Costco was a close second with 37.3% of visits.
But despite BJ’s lead in visit share, Costco's Richmond audience was more affluent. Costco's visitors came from trade areas with a median household income (HHI) of $93.2K/year, compared to $73.1K/year for Sam’s Club and $89.5K/year for BJ’s. Additionally, Costco drew a higher share of weekday visits than its counterparts.
Analyzing shopper habits and preferences across chains on a local level can provide crucial context for strategists working on media campaigns. Advertisers can partner with the brands most likely to attract consumers interested in their offerings, and identify where – and when – to focus their advertising efforts.
Convenience stores, or c-stores, are emerging as destinations in and of themselves – and their rising popularity among a wider-than-ever swath of consumers opens up significant opportunities in the retail advertising space.
Wawa is a relative newcomer to the world of retail media, after other c-stores like 7-Eleven and Casey’s launched their networks in 2022 and 2023. But despite coming a bit late to the party, the potential for Wawa’s Goose Media Network is significant – thanks to a cadre of highly loyal visitors who enjoy the physical shopping experience the c-store chain offers.
In May 2024, Wawa’s share of loyal visitors (defined as those who visited the chain at least twice in a month) was 60.1%. In contrast, other leading c-store chains operating in Wawa’s market area – QuickTrip and 7-Eleven, for example – saw loyalty rates of 56.0% and 47.9%, respectively, for the same period.
Additionally, Wawa visitors browsed the aisles longer than those at other convenience retailers. In May 2024, 39.9% of Wawa visitors stayed in-store for 10 minutes or longer, compared to 29.6% at QuickTrip and 25.7% at 7-Eleven.
Wawa's loyal customer base and longer visit durations make it a strong contender in the retail media space. By harnessing this high level of customer engagement, Wawa can draw in advertisers and develop targeted marketing strategies that resonate with its dedicated shoppers.
Wawa has been on an expansion roll over the past few years, with plans to open at least 280 stores over the next decade in North Carolina, Tennessee, Georgia, Alabama, Ohio, Indiana, and Kentucky. The chain has also been steadily increasing its footprint in Florida – between January 2019 and April 2024, Wawa grew from 167 Sunshine State locations to 280, with more to come.
And analyzing changes in Wawa’s visit share in one of Florida’s biggest markets – the Miami-Ft. Lauderdale DMA – shows how successful the chain’s local expansion has been. Between January 2019 and April 2024, Wawa more than doubled its category-wide visit share in the Miami area (i.e. the portion of total c-store visits in the DMA going to Wawa) – from 19.0% to nearly 40.0%.
A look at changes in Wawa’s Miami-Ft. Lauderdale trade area shows that the chain’s growing visit share has been driven by an expanding market and an increasingly diverse audience.
In April 2019, there were some 55 zip code tabulation areas (ZCTAs) in the Miami-Ft. Lauderdale DMA from which Wawa drew at least 3,000 visits per month. By April 2021, this figure grew to 96 – and by April 2024, it reached 129.
Over the same period, the share of “Family Union” households in Wawa’s local captured market – defined by the Experian: Mosaic dataset as families comprised of middle-income, blue collar workers – nearly doubled, growing from 7.4% in April 2019 to 14.4% in April 2024.
Retail media networks that make it easier to introduce shoppers to products and brands that are closely aligned with their preferences and habits offer a win-win-win for retailers, advertisers, and consumers alike. And Costco and Wawa are extremely well-positioned to make the most of this opportunity.

Everybody loves coffee. And with some 75% of American adults indulging in a cup of joe at least once a week, it’s no wonder the industry is constantly on an upswing.
In early 2024, year-over-year (YoY) visits to coffee chains increased nationwide – with every state in the continental U.S. experiencing year-over-year (YoY) coffee visit growth.
The most substantial foot traffic boosts were seen in smaller markets like Oklahoma (19.4%), Wyoming (19.3%), and Arkansas (16.9%), where expansions may have a more substantial impact on statewide industry growth. But the nation’s largest coffee markets, including Texas (10.9%), California (4.2%), Florida (4.2%), and New York (3.5%), also experienced significant YoY upticks.
The nation’s coffee visit growth is being fueled, in large part, by chain expansions: Major coffee players are leaning into growing demand by steadily increasing their footprints. And a look at per-location foot traffic trends shows that by and large, they are doing so without significantly diluting visitation to existing stores.
On an industry-wide level, visits to coffee chains increased 5.1% YoY during the first five months of 2024. And over the same period, the average number of visits to each individual coffee location declined just slightly by 0.6% – meaning that individual stores drew just about the same amount of foot traffic as they did in 2023.
Drilling down into chain-level data shows some variation between brands. Dutch Bros., BIGGBY COFFEE and Dunkin’ all saw significant chain-wide visit boosts, accompanied by minor increases in their average number of visits per location.
Starbucks, for its part, which reported a YoY decline in U.S. sales for Q2 2024, maintained a small lag in visits per location. But given the coffee leader’s massive footprint – some 16,600 stores nationwide – its ability to expand while avoiding more significant dilution of individual store performance shows that Starbucks’ growth is meeting robust demand.
What is driving the coffee industry’s remarkable category-wide growth? And who are the customers behind it? This white paper dives into the data to explore key factors driving foot traffic to leading coffee chains in early 2024. The report explores the demographic and psychographic characteristics of visitors to major players in the coffee space and examines strategies brands can use to make the most of the opportunity presented by a thriving industry.
One factor shaping the surge in coffee visit growth is the slow-but-sure return-to-office (RTO). Hybrid work may be the post-COVID new normal – but RTO mandates and WFH fatigue have led to steady increases in office foot traffic over the past year. And in some major hubs – including New York and Miami – office visits are back to more than 80.0% of what they were pre-pandemic.
A look at shifting Starbucks visitation patterns shows that customer journeys and behavior increasingly reflect those of office-goers. In April and May 2022, for example, 18.6% of Starbucks visitors proceeded to their workplace immediately following their coffee stop – but by 2024, this share shot up to 21.0%.
Over the same period, the percentage of early morning (7:00 to 10:00 AM) Starbucks visits lasting less than 10 minutes also increased significantly – from 64.3% in 2022 to 68.7% in 2024. More customers are picking up their coffee on the go – many of them on the way to work – rather than settling down to enjoy it on-site.
Dunkin’ is another chain that is benefiting from consumers on the go. Examining the coffee giant’s performance across major regional markets – those where the chain maintains a significant presence – reveals a strong correlation between the share of Dunkin’ visits in each state lasting less than five minutes and the chain’s local YoY trajectory.
In Wisconsin, for example, 50.9% of visits to Dunkin’ between January and May 2024 lasted less than five minutes. And Wisconsin also saw the most impressive YoY visit growth (5.9%). Illinois, Ohio, Maine, and Connecticut followed similar patterns, with high shares of very short visits and strong YoY showings.
On the other end of the spectrum lay Tennessee, Alabama, and Florida, where very short visits accounted for a low share of the chain’s statewide total – under 40.% – and where visits declined YoY.
Dunkin’s success with very short visits may be driven in part by its popular app, which makes it easy for harried customers to place their order online and save time in-store. And this is good news indeed for the coffee leader – since customers using the app also tend to generate bigger tickets.
Dutch Bros.’ meteoric rise has been fueled, in part, by its appeal to younger audiences. Recently ranked as Gen Z’s favorite quick-service restaurant, the rapidly-expanding coffee chain sets itself apart with a strong brand identity built on cultivating a positive, friendly customer experience.
And Dutch Bros.’ people-centered approach is resonating especially well with singles – including young adults living alone – who may particularly appreciate the chain’s community atmosphere.
Analyzing the relative performance of Dutch Bros.’ locations across metro areas – focusing on regions where the chain has a strong local presence – shows that it performs best in areas with plenty of singles. Indeed, the share of one-person households in Dutch Bros.’ local captured markets is very strongly correlated with the coffee brand’s CBSA-level YoY per-location visit performance. Areas with higher concentrations of one-person households saw significantly more YoY visit growth in the first part of 2024. (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).
The share of one-person households in Dutch Bros.’ Tucson, AZ captured market, for example, stands at 33.4% – well above the nationwide baseline of 27.5%. And between January and May 2024, Tucson-area Dutch Bros. saw a 6.0% increase in the average number of visits per location. Tulsa, OK, Medford, OR, and Oklahoma City, OK – which also feature high shares of one-person households (over 30.0%) – similarly saw per-location visit increases ranging from 3.6% - 7.0%. On the flip side, Fresno, CA, Las Vegas-Henderson-Paradise, NV, and San Antonio-New Braunfels, TX, which feature lower-than-average shares of single-person households, saw YoY per-location visit declines ranging from 1.5%-9.5%.
As Dutch Bros. forges ahead with its planned expansions, it may benefit from doubling down on this trends and focusing its development efforts on markets with higher-than-average shares of one-person households – such as university towns or urban areas with lots of young professionals.
Michigan-based BIGGBY COFFEE is another java winner in expansion mode. With a growth strategy focused on emerging markets with less brand saturation, BIGGBY has been setting its sights on small towns and rural areas throughout the Midwest and South. Though the chain does have locations in bigger cities like Detroit and Cincinnati, some of its most significant markets are in smaller population centers.
And a look at the captured markets of BIGGBY’s 20 top-performing locations in early 2024 shows that they are significantly over-indexed for suburban consumers – both compared to BIGGBY as a whole and compared to nationwide baselines. (Top-performing locations are defined as those that experienced the greatest YoY visit growth between January and May 2024).
“Suburban Boomers”, for example – a Spatial.ai: PersonaLive segment encompassing middle-class empty-nesters living in suburbs – comprised 10.6% of BIGGBY’s top captured markets in early 2024, compared to just 6.6% for BIGGBY’s overall. (The nationwide baseline for Suburban Boomers is even lower – 4.4%.) And Upper Diverse Suburban Families – a segment made up of upper-middle-class suburbanites – accounted for 9.6% of the captured markets of BIGGBY’s 20 top locations, compared to just 7.2% for BIGGBY’s as a whole, and 8.3% nationwide.
Coffee has long been one of America’s favorite beverages. And java chains that offer consumers an enjoyable, affordable way to splurge are expanding both their footprints and their audiences. By leaning into shifting work routines and catering to customers’ varying habits and preferences, major coffee players like Starbucks, Dunkin’, Dutch Bros., and BIGGBY COFFEE are continuing to thrive.
