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Midway through 2024, foot traffic to Lowe’s and Home Depot – the leaders in the home improvement space – is climbing. What’s driving these retailers’ recent visit growth? We dove into the data to find out.
After a meteoric rise in foot traffic during the pandemic, the home improvement segment has experienced a turbulent few years – one of the primary reasons being a cool housing market that has curbed demand for projects. But after a significant period of consistent YoY visit gaps, visits to Lowe’s and Home Depot in 2024 appear to be matching and even slightly surpassing 2023 levels.
Between Q3 2023 and Q2 2024, Lowe’s and Home Depot both saw their YoY visit gaps gradually narrow and then close – finishing out Q2 with modest YoY gains. This turnaround may have been partly due to modest lifts in new home sales at the start of 2024 compared to 2023 – spurring an uptick in home improvement projects in the following months.
And though YoY visits to both retailers experienced a decline in July 2024 – perhaps due to May and June’s YoY declines in new and existing home sales – recent indications that the housing market may be heating up may bode well for the home improvement category in the second half of 2024 and beyond.

In addition to an increase in YoY visits, the resurgence of cross-shopping behavior between Home Depot and Lowe’s further suggests that a turnaround may be unfolding in the home improvement space. Location analytics shows that during recent home improvement booms, cross shopping between the two retailers was common, perhaps as judicious consumers taking on large projects looked to explore their options.
In Q2 of 2020 and 2021 – periods of strong foot traffic for both retailers – a large share of Lowe’s visitors also visited Home Depot. And although Lowe’s maintains a smaller retail footprint than Home Depot, many of Home Depot’s visitors visited a Lowe’s store as well.
But in the years that followed, economic headwinds led many consumers to defer their projects, and cross-shopping behavior began to moderate. In Q2 2023, only 48.8% of visitors to Lowe’s also visited Home Depot, and just 44.8% of Home Depot’s visitors visited Lowe’s.
However, in Q2 2024, consumers’ home improvement cross-shopping showed signs of a potential change of course. During the period, cross shopping between the brands climbed to 51.5% for Lowe’s and 45.7% for Home Depot. A return to in-store comparison shopping could mean that consumers are again taking on higher-stakes home improvement projects, which justify a visit to both retailers.

After an extended period of YoY visit gaps, foot traffic to the home improvement leaders is on the rise. Will Lowe’s and Home Depot continue to build on these positive visitation trends?
Visit Placer.ai to find out.

With H2 2024 underway, we took a look at the foot traffic performance of superstores Walmart and Target, and membership warehouse clubs BJ’s Wholesale Club, Sam’s Club, and Costco. How did foot traffic compare to 2023’s visitation patterns? And what special events helped propel visits?
Superstores have been thriving – with YoY visits to retail giants Walmart and Target elevated consistently since May 2024. And though Target had a slower start to the year, YoY foot traffic to the chain picked up in Q2, and the retailer has been flourishing since. (Target and Walmart's April 2024 YoY foot traffic drops are likely attributable in part to calendar shifts: April 2023 had one more weekend than April 2024 – and one of them was Easter.)
Membership warehouse clubs have been faring even better, with Costco leading the pack in Q2. BJ’s and Sam’s Club also experienced strong visit growth, with July visits elevated by 5.6% YoY for both brands.

A closer look at the baseline change in quarterly visits since Q2 2019 further highlights the strong positioning of superstores and wholesale clubs in 2024. All five retailers drew more visits in Q2 2024 than they did pre-pandemic (Q2 2019).
But these visit increases have not been equally distributed across the retailers: While all of them experienced growth relative to a Q2 2019 baseline, membership warehouse visits have been outpacing those of superstores on a consistent basis since Q1 2023. As prime destinations for inexpensive, bulk buying, the segment has likely been buoyed by families and younger consumers seeking ways to save money on groceries and other basics amid high prices.

But superstores have also been having a moment. And one factor which may have contributed to Target’s Q2 2024 turnaround is its doubling down on loyalty: In April 2024, the chain revamped its Target Circle Rewards, adding, among other things, a new paid tier called Target Circle 360.
A key benefit of Target’s loyalty program, which is free to join for the regular tiers, is access to deep discounts during Target Circle Week. This year, the big sales event took place between July 7th and 13th – and examining foot traffic trends to the chain reveals that the promotion fueled a major visit boost: During the week of July 8th, weekly visits to Target were the highest they’ve been since the start of the year, and 6.8% higher than 2024’s weekly visit average. This year’s Circle Week visits also outperformed last year’s by 8.7%.
This demonstrates how the revamped loyalty program and exclusive sales events are successfully driving more customers to Target stores. And other retailers are taking note, with Walmart debuting its own major summer sales events and Costco and Sam’s Club battling it out for the most affordable prices – a major win for shoppers nationwide.

Superstores enjoyed elevated visitation patterns in Q2 2024. Will the superstore and wholesale club price wars continue? And with back-to-school shopping well underway, and the holiday shopping season quickly approaching, how will these retailers continue to perform?
Visit Placer.ai to keep up with the latest data-driven retail news.

Summer is underway, and malls are still bustling. In July 2024, visits to indoor malls and open-air shopping centers were up 2.5% and 2.4%, respectively, compared to the equivalent period of 2023. Though these year-over-year (YoY) increases were more moderate than the significant jumps observed in May and June, they underscore the segment’s continued solid positioning. Outlet malls, for their parts, saw a slight 0.4% decline in mall visits compared to July 2023.
At first glance, July’s softer numbers – particularly for outlet malls – may appear to herald the start of a retail and mall visit summer slow-down. But zooming into weekly visit data offers further context that can shed light on what may lie ahead in the coming months.

Analyzing week-over-week (WoW) visit trends shows that during the last two weeks of June and the first two weeks of July, all three mall indexes saw visits either decline or hold steady from week to week. The one notable exception was outlet malls – which experienced an impressive and sudden 13.7% WoW surge in visits to outlet malls during the first week of July, driven by the segment's exceptional Independence Day draw. Outlet malls’ subsequent WoW visit drop also reflects this exceptional Fourth of July peak.
The final two weeks of July showed a change in visit trajectory, with all three mall segments experiencing growing WoW visit gains as traffic picked up towards the end of the month. This upward trend can likely be attributed to the back-to-school season getting into full swing, with sales typically running from mid to late July through August and into mid-September.
Here too, the late July WoW visit gains were strongest for outlet malls – perhaps showcasing consumers' prioritization of budget shopping ahead of the new school year.

The Placer.ai Mall Index has frequently highlighted the power of special calendar milestones to drive significant shopping center visit spikes. And Independence Day is no exception.
On July 4th, shoppers nationwide flock to stores for holiday deals, often after enjoying hotdogs, hamburgers, and other festive treats. But though all three mall types have shops that are open on the holiday, it is outlet malls that really draw the crowds. On July 4th, 2024, visits to outlet malls shot up 50.7% compared to an average YTD Thursday. Foot traffic to indoor malls and open-air shopping centers, on the other hand, remained below levels usually seen on Thursdays.
Between Fourth of July sales and a long, summer holiday weekend, many consumers chose to spend their time off this year driving out to outlet malls and browsing their offerings to find the best deals.

Between the Fourth of July and back-to-school shopping, July was yet another busy month across shopping malls nationwide. But how will malls continue to fare in August as school goes back into session and summer vacationers go back to work?
Follow our blog at Placer.ai to find out.

Employers from local governments to major corporations are tightening their return-to-office (RTO) policies – cracking down on practices like coffee-badging and requiring employees to relocate closer to the workplace. Last month, the Placer.ai Nationwide Office Building Index showed that offices throughout much of the U.S. were the busiest they’d been since the pandemic. But what happened in July 2024?
We dove into the data to find out.
In July 2024, visits to office buildings nationwide were down just 27.8% compared to July 2019 – outpacing even June 2024’s impressive showing. Stated differently, July 2024 office building foot traffic reached 72.2% of July 2019 levels – and the highest it’s been since the pandemic. So even if some RTO mandates are intended to encourage “voluntary turnover” – i.e. make some workers quit – stricter face time policies are also having an appreciable impact on the ground.

Drilling down into the data for major cities nationwide shows that, once again, Miami and New York led the regional recovery pack in July – with visits to offices in both cities reaching about 90% of July 2019 levels. For both cities, as well as Atlanta, Boston, Chicago, Denver, Los Angeles, and San Francisco, July 2024 was the single busiest in-office month since 2020. And though Dallas and Washington, D.C. experienced busier months earlier in the year, both hubs outperformed the nationwide baseline in July – with local offices recouping 76.9% and 73.9%, respectively, of July 2019 office foot traffic.
Houston office visits, for their part, continued to be weighed down by stormy weather – with flooding and power outages in the wake of hurricane Beryl keeping many local residents hunkered down at home.

Despite these differences, all 11 analyzed cities experienced year-over-year (YoY) visit growth in July 2024 – further evidence that the office recovery remains very much underway. Miami led with 22.8% YoY visit growth, followed by West Coast hubs San Francisco and Los Angeles. And though hurricane-hit Houston unsurprisingly lagged behind other cities, it too saw YoY growth.

“Hushed hybrid” trends notwithstanding, offices were busier in July 2024 than during any other month since the pandemic. How much longer will the RTO continue to accelerate?
Follow Placer.ai’s data-driven office recovery analyses to find out.

After theaters were dominated by Barbenheimer in 2023, 2024 is shaping up to be another record-breaking year, with several big-name releases. We took a closer look at visitation patterns at major movie theater chains – AMC Theatres, Regal Cinemas, and Cinemark – to analyze how foot traffic has been impacted by the highly anticipated summer releases of Deadpool & Wolverine and Twisters.
Last year was one of the most exciting ones in recent memory for cinema, with multiple films breaking box-office records and driving foot traffic at movie theaters across the country. But 2024 has had plenty of tricks up its cinematic sleeve, and several summer releases have been meeting the high bar set by Barbenheimer. Inside Out 2, released nationwide on June 14th 2024, kickstarted the summer with a major movie-goer visit boost– and Deadpool & Wolverine, released on July 26, 2024 brought out even bigger crowds.
Indeed, the superhero crossover movie Deadpool & Wolverine is set to be one of the best-performing films of 2024. During the week of July 22nd, 2024 – when Deadpool & Wolverine was released – visits to movie leaders AMC Theatres, Regal Cinemas, and Cinemark jumped by 132.7% to 140.5% compared to a YTD weekly average. Twisters, released on July 19th, also drove impressive visit boosts ranging from 39.8% to 48.3% during the week of July 15th.

Early screenings have always been a big driver of visits for those lucky enough to grab tickets. And on the day before Deadpool & Wolverine’s big July 26th release, movie theaters already started filling up. On Thursday, July 25th, 2024, visits to AMC, Regal, and Cinemark were up a whopping 231.4% to 249.7% compared to a YTD Thursday average. And Friday, Saturday, and Sunday continued to see visit numbers significantly higher than the YTD visit averages for those days of the week, confirming the movie’s ability to drive visits to theaters. (In absolute terms, Saturday, July 27th was the cinema leaders’ busiest day of the year so far – but since Saturdays tend to be busier than Thursdays, the relative visit spike was somewhat smaller).

Drilling down into the data for major markets shows that though Deadpool & Wolverine was the runaway hit of the summer, Twisters also drove significant visit spikes throughout the country. And of the major markets, some of Twisters’ biggest visit boosts took place in states with plenty of hands-on tornado experience – like Texas, where July 19th visits to AMC, Regal, and Cinemark (combined) were up 98.5% compared to a YTD daily average.

Indeed, looking at the states where Twisters drove the biggest visit spikes shows that many of the top performers were in tornado-prone areas. Oklahoma – where much of the movie was filmed – saw the most impressive Twisters foot traffic bump, with visits to leading cinemas up 224.1% on July 19th, 2024 compared to a YTD daily average. And the tornado-focused thriller also drew outsize crowds in other states where the theme of the movie was more likely than average to resonate with local audiences’ personal experiences – including Arkansas, Alabama, Tennessee, Iowa, Missouri, and Kansas.

Blockbuster releases like Deadpool & Wolverine, Twisters, and Inside Out 2 highlight the enduring appeal of out-of-home entertainment, and proves that movie theaters are as relevant as ever.
With more highly-anticipated releases still yet to come in 2024, can movie theaters across the country continue to break visit records?
Visit Placer.ai to stay on top of the latest data-driven leisure and entertainment stories.

Ahead of Toyota’s August 1st earnings call, we dove into the data to explore Q2 2024 visitation patterns at Toyota dealerships nationwide. How did year-over-year (YoY) foot traffic to Toyota showrooms perform in Q2 2024 – and what happened in June 2024, when the CDK Global outage caused paralysis across the industry? Who are the customers driving growth for Toyota – and what lies in store for the brand in the months ahead?
We dove into the data to find out.
During the second quarter of 2024, Toyota subsidiary TMNA (Toyota Motor North America, Inc.) reported a remarkable 9.2% year-over-year (YoY) increase in U.S. Toyota vehicle sales, buoyed by rising demand for hybrid cars. (The company also owns the luxury Lexus line).
And foot traffic data shows that U.S. Toyota dealerships have indeed been significantly busier in Q2 2024 than in Q2 2023, outperforming the wider space. Apart from the regular portion of repair and maintenance visits, the auto brand’s YoY visit growth also reflects an increase in interested buyers. In April and May 2024, Toyota dealerships saw respective YoY visit boosts of 8.6% and 7.4%. And though the pace of YoY foot traffic growth to dealerships dropped in June 2024 – likely due in part to the CDK outage – the brand appears poised for continued visit success throughout the rest of the year.

Toyota’s outsize success is likely due, in part, to its broad appeal – amongst everyone from price-conscious families seeking to maximize reliability and fuel efficiency to more affluent consumers that place a high premium on style. Toyota’s Certified Used Vehicles offering also draws in customers looking for trustworthy, pre-owned cars.
Analyzing Toyota dealerships’ captured markets with psychographics from Spatial.ai’s PersonaLive shows that their trade areas are economically diverse. Toyota attracts customers from areas with higher-than-average shares of both middle and working-class families, as well as more affluent ones. And Young Urban Singles are also more likely than average to visit Toyota dealerships.

Still, in Q2 2024, Toyota dealerships attracted a slightly more affluent consumer than average. The median household income (HHI) of the dealerships’ captured markets was $77.0K, just above the nationwide baseline of $76.1K. And looking at changes in Toyota’s audience over time also shows that the median HHI of its customer base has increased steadily over the past few years – rebounding to, and even exceeding, pre-pandemic levels. In the face of high interest rates, consumers with less room in their budgets may be cutting back on visits to car dealerships. And Toyota’s hybrid first strategy may also be increasing its appeal among more affluent car owners, who are more likely to purchase hybrid vehicles.

Will Toyota continue to thrive in the months ahead? And how will its customer base continue to evolve as inflation stabilizes and interest rates eventually come down?
Follow Placer.ai’s data-driven retail analyses to find out.
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.
