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After a strong spring for mall traffic, momentum slowed over the summer. As the chart below shows, visits in June declined year-over-year across all three formats, while July and August traffic leveled off.
Yet, even in this softer environment, indoor malls stood out as the only format to register growth – albeit modest – in both July and August. At the same time, outlet malls managed to close their YoY visit gap, likely buoyed by families looking to save on back-to-school shopping. This trend also points to the potential for a rebound in the format, as consumers’ growing focus on value continues to shape shopping behaviors in new ways.
A softer Labor Day capped off the slower summer, with slight dips in visits across all three mall formats compared to Labor Day weekend 2024 (though indoor malls continued to lead with the smallest YoY visit gap). Outlet malls saw the biggest drop, which combined with their flat August performance, suggests that shoppers frequented outlets earlier in the month rather than holding off for Labor Day promotions.
Taken together, these trends indicate that the summer slowdown was not simply the result of consumers holding back for holiday sales. Instead, with sentiment weakening, shoppers appear to be reducing discretionary purchases that typically drive mall traffic, or looking for better value on a routine basis rather than waiting for special sales.
The decline in average mall visit length offers another indicator of softening consumer sentiment and a cutting back on discretionary purchases. Visit length plummeted over the pandemic as consumers tried to limit their time spent in enclosed spaces, but the average visit duration to malls rose in 2023 and again in 2024 – suggesting that malls were slowly regaining their role as destinations for leisure, dining, and extended shopping trips.
The drop in August 2025, however, signals a reversal of that momentum, perhaps reflecting heightened consumer caution and a renewed focus on efficiency and essentials over browsing and discretionary spending.
Malls’ strong visitation trends just a few months ago caution against drawing overly dire conclusions, and the softer summer may represent a temporary reset rather than a lasting shift. Seasonal headwinds, travel, and consumer caution likely weighed on recent performance, while the steady resilience of indoor malls points to enduring shopper demand for in-person experiences. Outlet malls' success in closing their visit gap also adds reason for optimism.
The upcoming holiday season offers malls a chance to regain momentum and recapture consumer attention. While recent trends highlight caution and shorter visit durations, they also underscore consumers’ growing appetite for value and convenience – dynamics that indoor and outlet malls are uniquely positioned to meet. By pairing value-driven promotions with engaging experiences and festive activations, malls can reassert their role as destinations not just for shopping, but for leisure and community during the holidays. This combination positions shopping centers to benefit from seasonal demand, even as consumers remain more selective with discretionary spending.
For more data-driven consumer insights, visit placer.ai/anchor
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more
After a period of robust growth following COVID, the eatertainment sector has slowed. Rising prices and economic uncertainty have led many consumers to tighten their budgets, cutting back on discretionary activities. But Q2 2025 data points to an emerging trend that could reshape the industry's trajectory: unlimited-play subscription models that drive repeat visits to major chains.
Eatertainment’s leading brands have followed very different trajectories since 2019. Topgolf and Dave & Buster’s expanded significantly after COVID, driving overall visits above 2019 levels and outperforming the broader full-service restaurant (FSR) segment. By Q2 2025, Topgolf’s systemwide foot traffic was up 59.2% compared to the same period in 2019, while Dave & Buster’s overall visits rose 7.1%. However, both chains began to slow at the unit level in 2022 as inflation weighed on household budgets.
Chuck E. Cheese, meanwhile, shuttered dozens of locations after its 2020 bankruptcy. But in mid-2024, the brand’s systemwide and per-location visits began rebounding significantly, surpassing even the broader FSR segment by Q1 2025.
Chuck E. Cheese’s resurgence can be traced to a revamped Summer Fun Pass program launched in the summer of 2024. By offering unlimited play, the company drove a dramatic increase in repeat visits – and the model proved so successful that the company extended it year-round, fueling sustained visit growth that continued into 2025.
Between March and May 2025, per-location visits to Chuck E. Cheese surged 17.6% to 23.0% year over year (YoY), before stabilizing in June and July as the chain began lapping its extraordinary 2024 performance. Importantly, this plateau doesn’t indicate decline – instead, it highlights Chuck E. Cheese’s ability to maintain traffic levels that seemed unimaginable just two years ago.
Chuck E. Cheese’s loyalty surge also shows no signs of abating. In June 2024 12.0% of visitors came in at least twice during the month – up from 7.2% to 8.0% the previous summer. And although repeat visitation dipped somewhat when school resumed in the fall, it remained elevated YoY and rebounded again this summer.
Topgolf has long relied on expansion to drive growth. But even as overall foot traffic has continued surging past pre-COVID benchmarks, visits per location began declining in 2022.
Recent data, however, suggests this dynamic is shifting. Since May, the chain has posted high single-digit per-location YoY growth – a clear indicator of unit-level recovery. And though same-venue sales still fell 6.0% last quarter, the company raised its guidance, signaling an improved outlook.
Here too, loyalty metrics point to the central role of Topgolf’s revived Summer Fun Pass in reigniting traffic by offering value-conscious consumers more affordable access to its premium experience. Though the gains are smaller than those seen by Chuck E. Cheese’s, they still mark a meaningful step in Topgolf’s recovery.
Dave & Buster’s flagship chain continues to lag peers on YoY visitation, with Q2 2025 traffic below 2024 levels. Still, visit data for May to July 2025 points to an improving trend, aligning with the company’s recent report of better comp sales in June.
Once again, progress appears tied to a new subscription model – Dave & Buster’s first-ever Summer Season Pass. Priced similarly to last year’s new Winter Pass, but timed to coincide with school and college vacations, the summer program significantly boosted repeat visits and strengthened customer engagement. And although per-location traffic at Dave & Buster’s remains a challenge, the brand’s growing loyalty base and expanding footprint give it a foundation for steady, sustainable growth.
Much like gym memberships, affordable flat fees for gameplay at eatertainment venues allow budget-conscious consumers to stretch their dollars by visiting more often. And these subscription-based models appear to be resonating with consumers in 2025.
But the model comes with its own challenges. For Chuck E. Cheese, Topgolf, and Dave & Buster’s, the key test will be turning higher visitation into greater spend. Converting traffic gains into food, beverage, and event revenue – without eroding margins – will ultimately determine whether subscription-driven loyalty can deliver sustainable long-term growth.
For more data-driven consumer insights, visit placer.ai/anchor.
Starbucks launched its latest fall menu on August 26th, 2025, which included the fan-favorite Pumpkin Spice Latte (PSL). How did the return of the anticipated beverage impact visits this year? We dove into the data to find out.
The fall menu launch and PSL return drove significant visit spikes to Starbucks, as shown in the chart below. And traffic on this year's PSL launch was nearly identical to 2024 levels – highlighting the remarkable consistency of the seasonal offering that has now become a cultural staple. The ability of the PSL to drive traffic at scale – even after two decades – underscores its unique role in Starbucks' playbook.
While the PSL's appeal is coast-to-coast, enthusiasm varies geographically.
The map below plots the increase in Starbucks visits on the launch of the fall menu compared to each state's pre-fall menu launch daily average. The Mountain region emerged as this year's PSL epicenter: Utah led the nation with a traffic surge of over 40% above its daily average, with neighboring states like Colorado, Idaho, and Nevada also showing exceptional gains. The Midwest and Appalachia, including West Virginia and Kentucky, followed with their own impressive double-digit increases.
By contrast, increases were more muted in the Northeast and Southeast, with single-digit visit growth in Louisiana, Mississippi, Georgia, New York, Vermont, and New Hampshire. Together, these patterns reveal both the universal draw of Starbucks’ seasonal offerings and the regional nuances that shape consumer response.
While competitors like Dunkin' and Dutch Bros. also leverage seasonal menus to attract customers, their launch-day boosts don't match the scale of the PSL phenomenon, as shown in the chart below. Starbucks has successfully transformed a menu update into a highly anticipated cultural moment that competitors struggle to replicate.
This data suggests that Starbucks' fall launch doesn't just boost its own traffic – it sets the benchmark for the entire industry. The brand’s ability to blend product innovation with cultural relevance reinforces its position as the undisputed leader in the seasonal beverage market.
The data from the 2025 fall menu launch suggests that the Pumpkin Spice Latte is far more than a seasonal beverage; it is one of Starbucks' most reliable and defensible strategic assets. The popular LTO provides a predictable traffic and revenue anchor, transforming the fall menu and the PSL at its center into a reliable financial instrument that widens the company's competitive advantage.
Ultimately, the enduring success of the PSL highlights Starbucks' mastery in transforming a product into a cultural tradition, proving that the most powerful driver of consumer behavior isn't just the product itself, but the anticipation and ritual built around it.
For more data-driven insights, visit placer.ai/anchor
Secondhand shopping has emerged as a major storyline this season amid potential tariff-driven apparel price hikes – but foot traffic data shows that thrifting's move into the mainstream has been years in the making. We dove into the data to assess the state of the thrift store segment in 2025 and explore what’s driving its continued momentum.
Thrift store foot traffic has been on an impressive upward trajectory since COVID. In Q2 2025, visits were up 39.5% compared to Q2 2019 – far exceeding the 9.5% growth seen across the broader clothing industry.
This visit growth advantage reflects a mix of factors, including heightened economic pressures and sustainability concerns. In addition, while much apparel shopping has shifted online – and digital resale platforms like ThredUp are gaining traction – thrifting remains inherently experiential and in-person.
Thrifting’s unique seasonality also highlights its important role in the consumer shopping cycle. As the chart below illustrates, conventional apparel peaks during the holiday shopping season (Q4) while thrift stores hit their stride in summer (Q3) – likely buoyed by warm-weather wardrobe refreshes and back-to-school shopping.
A closer look at year-over-year (YoY) trends show industry-wide thrift store visit increases outpacing per-location gains, suggesting that the segment’s growth is partly driven by store openings. Yet established locations are thriving too, with average visits per location continuing to rise even against last year’s strong benchmarks.
This dual pattern – new stores bringing in additional shoppers while established locations continue to grow – shows that thrifting’s momentum reflects true market expansion rather than merely a redistribution of demand.
Demographic data also points to thrifting’s ongoing move into the mainstream. The median household income of areas feeding visits to thrift stores has risen steadily since 2019, signaling a significant broadening of these stores' customer base beyond their traditional lower-income demographic.
Geographically, thrift shopping has also expanded beyond its urban roots. The share of visits from rural, semi-rural, and suburban communities has climbed consistently over the past six years, making secondhand shopping a fixture of consumer culture across regions and income levels.
With potential tariffs threatening to raise the cost of imported clothing, continued economic pressures, and rising demand for sustainable alternatives, thrift stores appear poised to thrive well into the future. Will secondhand visits climb to new highs this summer?
Follow Placer.ai/anchor to find out.
Whether it’s a family picnic, a romantic stroll, or a casual jog, local parks have long been woven into the fabric of American life. In recent years, however, when and how people use these green spaces has shifted in important ways.
Using Placer.ai’s index of 3,000 local parks (i.e., smaller parks within cities, towns, and suburbs and excluding national and state parks), we analyzed visitation patterns over the past year and compared them to pre-COVID baselines. The results reveal not only a steady rise in park traffic, but also meaningful changes in how Americans engage with these public spaces.
Visits to local parks have steadily increased since 2019 as shown in the graph below – reflecting a sustained post-pandemic shift toward outdoor activities.
But the data also shows an interesting seasonal shift. Unsurprisingly, park visits tend to peak in spring and summer (Q2 and Q3), and drop in winter. But whereas in 2019 and 2021, Q3 slightly outperformed Q2, this trend began to reverse in 2022 – and over the past three years, spring and early summer have consistently outpaced the July to September period. Additionally, while Q2 visits have grown year after year, Q3 visits began to decline in 2024 – and July 2025 data suggests the trend may be continuing.
The shift, though subtle, may be tied to extreme summer heat waves in recent years – but it remains to be seen if this pattern will hold long-term.
Beyond sheer numbers, how people use parks is also changing. Since 2019, the share of visits lasting under 30 minutes has dropped, while visits over 30 minutes have increased – pointing to more intentional, extended outings that may include picnics, sports, or social gatherings.
At the same time, the share of weekday and early-day visits have declined, while weekend and evening visits have grown. This suggests that park trips are increasingly seen as dedicated leisure activities – part of people’s weekend plans rather than casual, quick visits.
Meanwhile, analyzing parks' trade areas indicates a subtle but significant shift in the demographic profiles of park-goers.
In both 2018/9 and 2024/5, park visitors tended to come from relatively affluent areas, with median household incomes (HHIs) above the nationwide average of $79.6K. But the analyzed period saw a modest but significant decline in the median HHI of parks’ trade areas. indicating a broadening of the audience making use of these spaces.
This shift was accompanied by an increase in the participation of families with children – further evidence of the emergence of local parks as communal, family-oriented spaces.
The growth in visitation along with the shifts in timing, duration, and demography carry important implications for local governments and park planners – and understanding these trends can help cities serve their communities and allocate relevant resources more effectively.
For example, with weekend visitation on the rise, cities could plan more park events on Saturdays and Sundays to maximize attendance and community engagement. In addition, more weekend visitors may require expanded parking, public transport options, or bike access to accommodate higher demand.
The growth in later and longer park visits may also suggest a greater need for improved evening amenities, such as better lighting for safety and extended hours for public facilities. Longer visits could also mean higher demand for seating, shaded areas, restrooms, and refreshment vendors. And more families with children could drive demand for enhanced playground equipment, family-friendly programming, and child safety features.
By aligning park services with these evolving patterns, local governments can better serve residents, attract more visitors, and make the most of the growing enthusiasm for outdoor public spaces.
For more up-to-date insights into population movement and civic trends, explore our free migration tool.
Las Vegas has long been a tourism mecca, attracting domestic and international travelers eager to partake of the city’s iconic offerings. However, as economic uncertainty weighs heavily on many would-be vacationers' minds, visits to the city have slowed. We examined H1 2025 data for the city and its legendary Las Vegas Strip (just outside the city limits) to see how domestic tourism slowdowns are impacting the city.
Las Vegas, with its iconic vistas, casinos, entertainment options, and convention centers, has long been a favorite domestic tourism destination. But travel patterns have slowed nationwide, and the downturn hasn’t spared the Entertainment Capital of the World. Foot traffic data for out-of-market domestic visitors to Vegas – defined here as those coming from at least 50 miles away – shows a notable decline in tourist visits to the city.
Visits to the city of Las Vegas have dropped consistently since the pandemic, hitting a low in Q1 2025 when out-of-market traffic fell 4.0% YoY. The Las Vegas Strip, which hosts most of the area’s marquee attractions and drives substantial revenue, fared even worse with a 10.6% YoY decline in Q1.
Still, visits to both the city and the Strip picked up somewhat in Las Vegas’ traditionally stronger Q2, a positive sign for the city and perhaps an indication of better things to come.
Economic uncertainties are likely one of the main reasons for the slowing visits to Las Vegas. And analyzing median household income (HHI) data for the areas supplying out-of-market visitors to the city highlights the economic pressures at play.
In Q2 2019, both the city of Las Vegas and the Strip drew visitors from areas with median HHIs of about $83.0K, with only a slight gap in favor of the Strip. But since then, median HHI trends have shifted, with Las Vegas seeing a subtle but steady rise in median HHI to $88.8K, and the Strip seeing a much more substantial increase to $99.4K.
The steeper climb in median HHI for the Strip’s visits, coupled with its larger visit gaps, suggests that as prices for tourist attractions climb, more budget-conscious visitors may be opting to explore beyond the Strip. Hotel and casino operators, seeing spending on leisure activities soften, are now offering steep discounts to attract additional travel. For local stakeholders, this poses both opportunities and potential downsides: While higher-income visitors may spend more, opening up ample opportunities for operators and retailers, middle-income-focused properties and storefronts face mounting risks. Developing “on-ramps” for value-conscious travelers will be critical to maintaining wide-ranging appeal and driving continued tourism growth.
The shifting profile of visitors presents Las Vegas with both challenges and opportunities. City leaders and industry stakeholders must juggle catering to a more affluent crowd while remaining accessible to budget-minded travelers. Ultimately, the city’s resilience will hinge on a balanced approach – welcoming high-rollers while ensuring that Las Vegas remains a destination for everyone.
Visit Placer.ai/anchor for the latest data-driven travel & leisure insights.
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.
