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McDonald's and Chipotle, two of the most significant players in the quick-service and fast-casual dining sectors, are maintaining a promising trajectory despite the current economic uncertainty. With the first quarter of 2025 concluded, we examined their recent visit patterns and explored some of the strategies these two dining giants are employing to drive visits.
Although the visit gap to McDonald’s widened slightly – from -1.7% year-over-year (YoY) in Q4 2024 to -2.6% in Q1 2025 – traffic to the chain still remains close to last year's levels, suggesting that its value proposition continues to resonate strongly with its customer base even during times of economic uncertainty.
Meanwhile, Chipotle continues to see YoY visit growth, with YoY foot traffic to the chain rising by 4.5% in Q1 2025.
Some of the company’s strength may be attributed to its strategic fleet expansions, particularly in smaller markets. Moving forward, Chipotle has set its sights on opening roughly 350 new locations throughout 2025, with a focus on drive-through – another major growth driver for the chain.
A Minecraft Movie debuted on April 3rd, 2025, and McDonald’s, perhaps recalling the success of its Adult Happy Meal promotion, participated in the movie rollout by offering a Minecraft Movie special. The meal, which includes Minecraft-themed collectibles, is available for a limited time, creating a sense of urgency for diners – something that McDonald’s has used in the past to great success.
The impact of the special was already evident in the first week following the release. Visits to McDonald’s on Tuesday, April 1st – when the special launched – were 12.2% higher than the year-to-date (YTD) average Tuesday visit count for 2025. And the launch provides a continued boost to the chain, with visits on the following two Tuesdays elevated by 9.5% and 7.4%, respectively, relative to the YTD Tuesday visit average.
Chipotle, too, has leveraged limited-time offers and specials to great success, with chicken-focused promotions like 2024’s Chicken al Pastor and, more recently, the introduction of a Honey Chicken special driving visits to the chain.
Visits to Chipotle jumped by 6.3% above the YTD weekly visit average during the week of March 10th, 2025, when the special launched, and remained elevated through the rest of the month. While visit numbers had been trending slightly upward towards the end of February, the launch of the Honey Chicken special seems to have driven a sustained visit surge. Burrito Day provided another visit boost to the chain, with Thursday visits on April 3rd – the day of the launch – elevated by 13.0% relative to the YTD Thursday visit average.
McDonald’s and Chipotle are maintaining their position in a challenging market, driving visits through carefully considered expansion, specials, and promotions.
Will these visits continue to hold pace as Q2 gets underway?
Visit Placer.ai for the latest data-driven dining insights.

Los Angeles is famous for its film and music industry, but the city also boasts several world-class museums that educate and entertain local visitors and tourists alike. We dove into the data for several of LA’s top museums in order to examine the visitation patterns and demographics of museum goers in the City of Angels.
Analyzing monthly visits to the top LA museums over the past 12 months reveals that although most receive a visit boost in the spring and summer, each institution has a unique seasonal visit pattern.
The California Science Center and La Brea Tar Pits and Museum received the largest July visit surges, likely due to heavy traffic from young families on vacation. Meanwhile, The Petersen Automotive Museum received the largest December visit spike, perhaps due to a boost from private holiday events. And The Museum of Contemporary Art appears to have maintained a steady flow of visitors – experiencing a relatively muted summer uptick, but relatively robust visits in the fall.
Diving further into the data reveals that LA museums are particularly popular with hyper-local visitors and with out-of-towners: Every museum analyzed received large shares of visitors from less than 30 and/or from more than 250 miles away, with fewer visitors coming from 30-250 miles.
The California Science Center received the greatest share of visitors residing less than 30 miles (60.7%) from the museum, perhaps due to its popularity with educational groups and its location in bustling Exposition Park.
Griffith Observatory, with views of the Hollywood sign and Los Angeles's urban landscape, was highly popular with out-of-town visitors – 48.7% of guests resided at least 250 miles away. And as a unique active fossil excavation site, La Brea Tar Pits and Museum was also favored by out-of-town visitors (42.9% of guests came from 250+ miles away).
The relatively high shares of out-of-town visitors at most LA museums analyzed highlights the role that tourists play in supporting LA’s cultural institutions. And diving into the median HHI in the museums’ captured market reveals that these out-of-towners may represent a particularly desirable audience.
In general, the museums analyzed tend to attract a relatively wealthy audience. In 2024, the median household income (HHI) in all the analyzed museums’ captured market trade areas was higher than the median HHI nationwide ($79.6K/year) – perhaps due to California’s relatively high median HHI of $99.3K/year. Most museums also drove traffic from regions with a higher median HHI than the state benchmark – likely due to the relative affluence of the Los Angeles area. The Getty and The Museum of Contemporary Art’s captured trade areas had the highest median HHIs, at $107.2K/year and $103.7K/year, respectively.
But when analyzing only out-of-town visitors (who traveled 250 miles or more), the median HHIs of the captured trade areas increased – indicating that out-of-town museum guests were more affluent than local ones. This suggests that tickets to special exhibitions could be set at higher price points during peak seasons when more out-of-town guests are anticipated.
Though there are similarities between the behavior and demographics of visitors to LA’s museums, they each experience somewhat distinct seasonal visit patterns and attract diverse audiences. With the busiest museum season ramping up, cultural institutions stand to gain from understanding the changing characteristics of their guests.
For more insights, visit Placer.ai.

Marketers, retailers, and category managers spend a lot of time trying to analyze the retail preferences of Gen Z shoppers. Meanwhile, Gen X and Baby Boomers are seldom considered, even though almost 40% of American adults are aged 55 or older. We analyzed the latest data to better understand these frequently overlooked consumer segments.
Although the overwhelming majority of older Americans spend several hours a day online and over half of American seniors own a smartphone, the data indicates many consumers aged 55+ are still more comfortable shopping in-store.
Comparing the age distribution among adult visitors to Walmart’s website with the age distribution in Walmart’s offline trade area shows that older consumers (aged 55+) are overrepresented in the retailer’s offline trade area relative to its online visitor base.
Offline shopping offers a range of benefits, from personalized service to the ability to physically examine products and the convenience of walking out with the purchased items. Retailers looking to increase their penetration with older audience segments might consider investing in brick-and-mortar stores that give older consumers the shopping experience that best fits their needs.
For retailers looking to reach Gen X and Baby Boomers, merely building brick-and-mortar channels may not be enough – brands should also ensure that the in-store experience is optimized for older audiences. And the first step may be ensuring that staffing and opening hours are adapted to the shopping habits of older Americans.
Analyzing the hourly visit distribution at L.L. Bean and Ocean State Job Lot – two chains particularly popular with a variety of older audiences – suggests that Gen X and Baby Boomer shoppers may prefer visiting stores earlier in the day: Visits between the hours of 9 AM and 2 PM accounted for a much larger share of visits to both chains when compared to visitation behavior for the wider category. So retailers seeking to attract Gen X and Baby Boomers may consider earlier opening hours and robust staffing during the late morning and early afternoon.
At the same time, while many older consumers do exhibit some commonalities – such as a preference for offline shopping or for earlier-in-the-day store visits – it is important to remember that older shoppers are not a monolith. Like other age-based market segments, the label of “older consumer” lumps together a variety of customer types from various socioeconomic backgrounds representing a wide array of values and interests. Retailers looking to cater to this demographic should also consider the particular characteristics of their target audience beyond the general attributes common to many older consumers.
The chart below shows the share of various “Boomer” segments (from the Spatial.ai: PersonaLive dataset) in the trade areas of seven apparel retailers popular with older consumers. All these segments – Sunset Boomers, Suburban Boomers, and Budget Boomers – consist of consumers aged 65-74, but their living arrangements and household income levels vary. And as the chart shows, each Boomer segment exhibits unique brand affinities.
Sunset Boomers – the most affluent segment – were significantly overrepresented in the captured markets Talbots, Anthropologie, Vineyard Vines, and Chico’s. Suburban Boomers – middle-class older consumers – were also slightly overrepresented in Talbots, Vineyard Vines, and Chico’s captured market, but were underrepresented for Anthropologie and significantly overrepresented at Boscov’s. And Budget Boomers – older consumers with household incomes of $35K to $50K – were overrepresented in Bealls and Cato’s captured market even though these retailers did not seem particularly popular with the other two Boomer segments.
To effectively target older consumers, retailers should assess how their products and services align with the unique tastes and spending abilities of each Boomer and Gen X sub-segment.
Older consumers make up a significant share of U.S. shoppers, even though this demographic is not always top of mind for marketers and retailers. By embracing the continued importance of physical stores and adapting to the specific shopping behaviors of Baby Boomers and Gen X consumers, retailers can cultivate stronger engagement with these segments. Ultimately, though, success with this audience will hinge on recognizing the heterogeneity of older shoppers and tailoring strategies accordingly.
For more data-driven retail insights, visit placer.ai/anchor.

After leap year comparison induced year-over-year (YoY) declines in February 2025, foot traffic to the Placer 100 Index for Retail & Dining stabilized in March 2025 to just -0.3% below 2024 levels – an impressive performance considering the severe weather that impacted large parts of the country.
State-level analysis of March 2025 visits to the Placer 100 Index reveals that massive storms indeed contributed significantly to regional foot traffic declines. States that bore the brunt of inclement weather in March 2025 – particularly in the Southeastern and Central United States – appeared to experience the steepest YoY visit gaps.
Despite the extreme climate conditions, some chains managed to plow ahead, enjoying visit growth in March 2025. Once again, Chili’s Grill & Bar held on to the top spot in the Placer 100 Index for YoY visits (22.6%) and visits per location (23.4%) growth, likely due to continued success in the areas of value and virality. Meanwhile, three fitness chains made the top 10 in YoY visits – Crunch Fitness (22.5%), LA Fitness (10.0%), and Planet Fitness (9.7%), at least in part due to continuing expansions of their respective footprints.
Expansion is perhaps only one driving factor behind the success of Crunch Fitness, Planet Fitness, and LA Fitness in March 2025. The beginning of the year is generally busy for fitness chains as many consumers adopt new years’ resolutions to get in shape, even if many abandon their pursuit down the line. But the data suggests that Crunch Fitness, Planet Fitness, and LA Fitness experienced visit growth in March in part due to a sustained increase in visitor frequency.
All three chains saw an increase in the share of visitors visiting 8 or more times in March 2025 compared to 2024, indicating that the chains are driving more traffic from fitness-invested visitors. And these fitness buffs, who attend the gym quite often, are perhaps less likely to give up on their fitness goals during the year, which bodes well for the fitness chains’ chances to sustain members and elevated traffic in the months ahead.
The Placer 100 Index for March 2025 demonstrates the effect of harsh winter conditions on retail and dining visits. Still, the strong performance of several chains highlights the consumer trends and brand strategies that can drive growth.
For more insights anchored in location analytics, visit Placer.ai/anchor.

It’s hard to imagine, but we’ve eclipsed the five year anniversary of the onset of the pandemic lockdowns across the U.S., when the retail industry was transformed overnight. By April 2020, thousands of stores had closed and uncertainty loomed. At the time, it felt like the potential end of physical retail that the industry had been ruminating over for years.
Five years later, the industry looks mostly like it did at the beginning of 2020. Online shopping did not kill physical retail, and although e-commerce adoption has substantially increased since pre-pandemic – fueled by the spike in new online shoppers in 2020 – the vast majority of retail transactions (over 80%) still occur in brick-and-mortar locations.
At the same time, while the retail industry looks similar to itself structurally, there have been numerous changes at the category level. Many large ticket purchases like consumer electronics and home furnishings that experienced a pull forward in demand during the pandemic waned over the past few years. Visits to apparel retailers and department stores looked, for a while, like they would never recover. And as people emerged from their homes or found their way to TikTok, beauty became the in-demand category that spread like wildfire. Grocery shopping went from a mundane chore to a form of consumer escapism in 2020; in many ways, that behavior has stuck for shoppers as they now frequent more grocery chains in their journey.
We’ve also observed some fundamental changes across U.S. consumers; more workers still work from home than before the pandemic, although return to office numbers keep rising. And many city dwellers who migrated during the peak pandemic period still remain in more suburban and rural areas.
So what have the past five years taught us about U.S. shoppers? First, we’ve learned that consumers are much more resilient than we give them credit for as they demonstrated a remarkable ability to both adapt to unprecedented circumstances and return to their former shopping habits once the situation normalized. Second, consumers are very cyclical in their behaviors and interests – five years after the pandemic’s start, many of the categories that suffered are coming back into their own. And, as consumers face different types of economic uncertainty, we should be optimistic that they can weather different types of storms. But perhaps the key lesson from the past five years has been that brick-and-mortar stores serve a distinct purpose to both retailers and shoppers – and that physical commerce is definitively here to stay.
Looking at the Placer 100 Retail and Dining Index reveals that visits to retail and dining locations not only rebounded from the pandemic, but have surpassed pre-pandemic levels. There are a few underlying causes that could have contributed to these changes: store and unit openings, a higher frequency in visits to certain categories, and increased consumer demand.
At the same time, dwell times across the macro retail industry have shifted since the pandemic as consumers are generally spending less time in stores than they did in 2019. There could be a few reasons contributing to this decrease: a higher adoption of e-commerce as a research tool before visiting a store, a higher utilization of BOPIS and curbside offerings, or more frequent visits leading to shorter individual trips but longer overall time in store. Last year (2024) also saw a higher share of weekday visits compared to the pre-pandemic period, where more consumers shopped on the weekend.
From a consumer perspective, as we wrote about recently, higher income households are more important to the retail industry than prior to the pandemic – even though they account for fewer visits overall. Meanwhile, lower income households are visiting retailers more frequently, especially in essential categories, as they look to combat inflationary pressures that exploded since the pandemic.
What did the pandemic reveal about essential retail categories? For many consumers, these segments got them through the peak pandemic time period as discretionary retail locations remained closed. Grocery stores, pharmacies, and superstores provided a sense of normalcy for shoppers as visiting a store became much more than a weekly errand. Today’s shoppers mirror many of those behaviors; they visit these types of retailers more frequently and don’t balk at making an extra trip for that “must-have” item from a specific chain.
Looking at the relative share of visits by category shows that dollar and discount stores gained the most visit share compared to the pre-pandemic trends. These chains have invested heavily in fresh food items and assortment expansion to become more of a destination for shoppers, especially those who are more price sensitive. So while visitation growth to dollar store chains did stagnate in 2024, even as retailers continued to expand store fleets, the leading players in this category have already entrenched themselves deeper into consumers' shopping journey compared to the pre-pandemic period.
Similarly, value based grocers and warehouse clubs have become more frequent stops in consumer daily routines, even if their share of visitation hasn’t risen dramatically. These chains have benefitted from changes in consumer behavior over the past five years: Warehouse clubs were well positioned for consumers who migrated from urban to suburban environments, and value grocery stores such as Aldi and Trader Joe’s became a safe haven for consumers trying to combat inflationary pressures as the country emerged from the pandemic.
The one sector that hasn’t fared as well? The drugstore channel. The increase in visitation during the vaccine roll out period didn’t result in long term sustained traffic, and drugstores with their expansive store fleet have struggled to find their true value proposition as competition from wellness chains (such as GNC & Vitamin Shoppe), beauty retailers, and superstores grew. Drug-based retailers are still working to right size business today, as further constrained shoppers look elsewhere.
Essential retail players have had to contend with ever-evolving consumer needs in the post-pandemic period and continue to play a key role in the return for normalcy. Some sectors have fared better than others, but those that have emerged as winners looked to stay in lock step with their consumers on their journey. Retailers realized that they didn’t have to be the best at everything – experience, convenience, value, and assortment – but they needed to lean into their speciality to be successful.
On the other end of the retail spectrum, discretionary categories have faced headwinds as consumers exited the peak pandemic period. The peak pandemic years (2020 and 2021) were banner years for retail segments that cater to shoppers’ “wants”. But as the need to self-soothe with goods waned and inflationary pressures rose, consumers walked away from many of the retailers who had benefited from their behavioral changes. (The declines in foot traffic in these categories likely also reflected some of the shift to online channels, as most of these retailers were forced to shut their doors during the early days of COVID.)
It’s been a long road to recovery for discretionary businesses, but we began to see some renewed signs of life over the past year. These retailers must remain vigilant in their quest for relevance with shoppers; high levels of uncertainty, debts, and increasing focus on value all still present headwinds for the retail industry – particularly those who focus on satisfying desires instead of needs.
In reviewing the visitation growth since 2022, discretionary retail could be broken into two performance categories: beauty and everything else. As we’ve written previously, the beauty industry was able to ride the wave of post-lockdown consumer behaviors, including the need to replace outdated products that hadn’t been worn while spending more time at home. At the same time, consumers also became more enamored with mass beauty brands, or those sold at drugstores or mass merchants at lower price points. The success of these brands and retailers that harnessed the power of consumer choice, like Ulta Beauty, intersected with a strong consumer desire for value. And although 2024 was a year of reckoning for the beauty industry as the consumer shifts towards other priorities, the category’s strong success during the early post-pandemic period cannot be overstated.
The performance of other discretionary segments has been more mixed. Categories that saw meteoric growth during the pandemic lockdowns – such as home furnishings, home improvement and consumer electronics – failed to sustain momentum. Apparel trends, like the rise of athleisure, had helped drive continued demand to retail chains and department stores even without the need for traditional clothing, and as life got back to normal and these trends faded, retailers saw year-over-year declines in visitation.
But the 2024 data began the slow rebound of some of these categories, particularly in home and apparel. Home furnishings, home improvement, and consumer electronics may continue to see a rebound in 2025 as we enter a new replacement cycle and those who purchased these categories during the pandemic look to refresh their homes and upgrade their technology. Apparel’s rebound can be attributed to a resurgence of national brands as increased use of semaglutide medications and an interest in healthy living drive shoppers to revamp their wardrobes.
The one area of discretionary retail that outperformed its competitors and continues to shine? The off-price channel has had an extraordinary few years of visitation growth since the onset of the pandemic. Off-price retailers have enticed consumers with the perfect blend of value orientation, in-store experience, and immediacy that drive repeat visitation and keep shoppers engaged. The success of off-price retail also underscores the continued importance of physical retailers, despite the initial changes in behavior during the pandemic. This sector of discretionary retail is probably best positioned to handle the potential economic uncertainty of 2025 and beyond.
Overall, the discretionary side of the retail industry has begun to recover from its challenging few years of visitation, but 2025 does pose uncertainty that could impact consumers’ disposable income levels. Retailers that cater to consumers’ “wants” must work even harder to stay on their customers’ radar and entice shoppers to come into physical retail locations instead of shopping online or via social media platforms. As mentioned earlier, high income shoppers are going to become even more valuable to this sector of retail as it tries to maintain momentum.
The retail industry has undergone a tremendous transformation over the past five years. But while so much has evolved, there is still a lot of opportunity for the industry to be more agile in its ability to satisfy consumer demands. Despite the early days of store closures during the pandemic, physical retail not only bounced back, but has flourished. Retailers continue to focus on upgrading store fleets and opening new stores. Stores have moved away from being experiential to trying to just provide a good shopper experience. Retail’s reality is that consumers still face many challenges ahead, especially economic uncertainty. But, the pandemic highlighted the resilience of both retailers and shoppers to support one another, which will hopefully continue into the future of retail.

The battle for theme park dominance in Orlando is heating up this spring and summer. The highly anticipated opening of Universal Orlando Resort’s Epic Universe on May 22nd brings a third theme park gate to the resort, inching closer to the count of Walt Disney World. Universal has been slowly chipping away at Disney’s stronghold over the Orlando market with new resort hotels, water parks and now the addition of a third gate, while Disney has concentrated efforts around upgrades to existing parks and expansion of programs like the Disney Vacation Club.
The opening of Epic Universe reveals some of the tension brewing beneath the surface when it comes to changing consumer demands. Visiting the resorts in Orlando, a rite of passage for many families, has gotten much more expensive in recent years, and theme park ticket prices are similar at both destinations, although Walt Disney World does have a higher overall Median Household Income in its captured market. According to Placer.ai’s cross-visitation analysis, 40% of visitors to Universal Orlando Resort also visit Walt Disney World, signaling that Epic Universe needs to wow in order to keep visitors on property instead of resort hopping.
Placer.ai’s foot traffic estimates show that the two resorts attract slightly different demographic profiles. Walt Disney World attracts a higher distribution of Ultra Wealthy Families and Wealthy Suburban Families, while Universal Orlando Resort captures more visits from middle-income cohorts like Blue Collar Suburbs, City Hopefuls and Near-Urban Diverse Families. There’s even a difference in the young people who visit each resort: Walt Disney World captures more Young Professionals – the potential “Disney Adults” – whereas Universal sees a higher share of visits from Young Urban Singles.
With the year-over-year price increases, even a wealthier base of visitors may not help to sustain visitation with a new theme park opening and uncertain economic headwinds. Both Orlando destinations are up against a changing consumer base and theme park loyalists who expect the highest standard of excellence and innovation.
For more data-driven consumer insights, visit placer.ai/anchor.
The positive retail momentum observed in Q1 2024 continued into Q2 – as stabilizing prices and a strong job market fostered cautious optimism among consumers. Year-over-year (YoY) retail foot traffic remained elevated throughout the quarter, with June in particular seeing significant weekly visit boosts ranging from 4.7% to 8.5%.
The robustness of the retail sector in Q2 was also highlighted by positive visit growth during the quarter’s special calendar occasions, including Mother’s Day (the week of May 6th) and Memorial Day (the week of May 27th). And though consumer spending may moderate as the year wears on, retail’s strong Q2 showing offers plenty of room for optimism ahead of back-to-school sales and other summer milestones.
On a quarterly basis, overall retail visits rose 4.2% in Q2. And diving into specific categories shows that value continued to reign supreme, with discount and dollar stores seeing the most robust YoY visit growth (11.2%) of any analyzed category.
Other essential goods purveyors, such as grocery store chains (7.6%) and superstores (4.6%), also outperformed the overall retail baseline. And fitness – a category deemed essential by many health-conscious consumers – outpaced overall retail with a substantial 6.0% YoY foot traffic increase.
The decidedly more discretionary home improvement industry performed less well than overall retail in Q2 – but in another sign of consumer resilience, it too experienced a YoY visit uptick. And overall restaurant foot traffic increased 2.6% YoY.
Discount and dollar stores enjoyed a strong Q2 2024, maintaining YoY visit growth above 10.0% for six out of the quarter’s 13 weeks. Only during the week of April 1st did the category see a temporary decline, likely the result of an Easter calendar shift. (The week of April 1st 2024 is being compared to the week of April 3rd, 2023, which included the run-up to Easter)
Some of this growth can be attributed to the continued expansion of segment leaders like Dollar General. But the category has also been bolstered by the emphasis consumers continue to place on value in the face of still-high prices and economic uncertainty.
Dollar General, which has been expanding both its store count and its grocery offerings, saw YoY visits increase between 9.1% and 15.9% throughout the quarter. Affordable-indulgence-oriented Five Below, which has also been adding locations at a brisk clip, saw YoY visits increase between 4.9% and 18.8%.
And though Dollar Tree has taken steps to rightsize its Family Dollar brand, the company’s eponymous banner – which caters to middle-income consumers in suburban areas – continued to grow both its store count and its visits in Q2.
Grocery store chains also performed well in Q2 2024 – experiencing strongly positive foot traffic growth throughout the quarter. Though the sector continues to face its share of challenges, stabilizing food-at-home prices and improvements in employee retention and supply chain management have helped propel the industry forward.
Diving into the performance of specific chains shows that within the grocery segment, too, price was paramount in Q2 2024 – with limited-assortment value grocery stores like Aldi and Trader Joe’s leading the way.
Traditional chains H-E-B and Food Lion (owned by Ahold Delhaize) – both of which are known for relatively low prices – outperformed the wider grocery sector with respective YoY foot traffic boosts of 11.4% and 8.7%. But ShopRite, Safeway (owned by Albertsons), Kroger, and Albertsons also drew more visits in Q2 2024 than in the equivalent period of last year.
Fitness has proven to be relatively inflation-proof in recent years – thriving even in the face of reduced discretionary spending and consumer cutbacks. Indeed, rising prices may have actually helped boost gym attendance, as people sought to squeeze the most value out of their monthly fees and replace pricy outings with already-paid-for gym excursions.
And despite lapping a remarkably strong 2023, visits to gyms nationwide remained elevated YoY in Q2 2024.
Diving into the data for some of the nation’s leading gyms shows that today’s fitness market has plenty of room at the top. Planet Fitness, 24 Hour Fitness, Life Time Fitness, Orangetheory Fitness, and LA Fitness all experienced YoY visit growth in Q2 2024 – reflecting consumers’ enduring interest in all things wellness-related.
But it was EōS Fitness and Crunch Fitness – two value gyms that have been pursuing aggressive expansion strategies – that really hit it out of the park, with respective YoY foot traffic increases of 23.4% and 21.4%.
The week of April 1st saw a decline in YoY visits to superstores – likely attributable to the Easter calendar shift noted above. But the category quickly rallied, and with back-to-school shopping and major superstore sales events coming up this July, the category appears poised to enjoy continued success throughout the summer.
Within the superstore category, wholesale clubs continued to stand out – with Costco Wholesale, Sam’s Club and BJ’s Wholesale Club enjoying YoY foot traffic growth ranging from 12.0% to 7.4%. But Target and Walmart also impressed with 4.6% and 4.0% YoY visit increases.
Inflation, elevated interest rates, and a sluggish real estate market have created a perfect storm for the home improvement industry, with spending on renovations in decline. The accelerated return to office has likely also taken its toll on the category, as people spend more time outside the home and have less availability to immerse themselves in DIY projects.
But despite these challenges, weekly YoY foot traffic to home improvement and furnishing chains remained elevated throughout much of the Q2 – with June and April seeing mostly positive YoY visit growth, and May hovering just below 2023 levels. This (modest) visit growth may be driven by consumers loading up on supplies for necessary home repairs, or by shoppers seeking materials for smaller projects. And given the importance of Q2 for the home improvement sector, this largely positive snapshot may offer some promise of good things to come.
Some chains within the home improvement category continued to perform especially well in Q2 2024 – with rapidly expanding, budget-oriented Harbor Freight Tools leading the pack. But Ace Hardware, Menards, The Home Depot, and Lowe’s also saw foot traffic increases in Q2, showcasing the category’s resilience in the face of headwinds.
Restaurants – including full-service restaurants (FSR), quick-service restaurants (QSR), fast-casual chains, and coffee chains – lagged behind grocery stores and other essential goods retailers in Q2 2024, as price-sensitive consumers prioritized needs over wants and ate at home more often.
Still, YoY restaurant foot traffic remained up throughout most of the quarter. And impressively, the sector saw a YoY visit uptick during the week of Mother’s Day (the week of May 6th, 2024, compared to the week of May 8th, 2023) – an important milestone for FSR.
The restaurant industry’s YoY visit growth was felt across segments – though fast-casual and coffee chains experienced the biggest visit boosts. Like in Q1 2024, fast-casual restaurants hit the sweet spot between indulgence and affordability, outpacing QSR in the wake of fast food price hikes. And building on the positive YoY trendline that began to emerge last quarter, full-service restaurants finished Q2 2024 with a 1.4% YoY visit uptick.
Chain expansion was the name of the restaurant game in Q2 2024, with several chains that have been growing their footprints outperforming segment averages – including CAVA, Chipotle Mexican Grill, Ziggi’s Coffee, California-based Philz Coffee, Raising Cane’s, Whataburger, and First Watch. Chili’s Grill and Bar also outpaced the full-service category average, aided by the revamping of its “3 for Me” menu.
Retailers and restaurants in Q2 2024 continued to face plenty of challenges, from inflation to rising labor costs and volatile consumer confidence. But foot traffic trends across industries – including both essential goods purveyors like grocery stores and more discretionary categories like home improvement and restaurants – suggest plenty of room for cautious optimism as 2024 wears on.
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.
