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Americans have a love affair with stuff, and one of the hallmarks of this is the enduring strength of self-storage units. Public Storage takes the lead in overall visits, with Extra Space Storage not far behind. Looking at the Public Storage visits data, we see a clear spike in visits near the end of the month. This is due be due to housing transitions that also tend to occur with this pattern, as people prepare to move out at month’s end or conversely to pick up items for move-in at the beginning of a month.

Compared to last year, visits are generally up across most of these chains (which is partly the result of the industry consolidation trend we examined last year). The highest variance is seen with Prime Storage, a company largely based on the East Coast, but with a presence in the Midwest as well. StorageMart bought Manhattan Mini Storage in 2021 and has over 250 locations now.


In just a few months, we will be coming on the 5-year anniversary of COVID-19. During that time, we hunkered down, bought tons of athleisure, and stared at our forlorn office clothing sitting unworn in our closets. Fast forward a few years to present day and much like bootcut jeans are back in style, the pendulum is starting to veer back towards a more tailored style. This time around, the suits may not be as constricting, but there is certainly more structure to fall’s fashion than the cozy comfy sweatpants and leggings that the whole world came to embrace upon working from home. Among locations that are not multi-story or in enclosed malls, we see that Ann Taylor increased traffic to its locations in March, June, and August compared to last year, and that Polo Ralph Lauren has also seen increases in the past few months. This particular grouping of brands all has at least 30 or more locations each tracked by Placer and tend to be ubiquitous at many malls or as standalone boutiques. A recent visit to Banana Republic indicated a merchandising assortment that appeared to be more than 50% office wear in the women’s section, with blazers and tailored pants, silky shirts, and dresses ready to be accessorized with heels and some statement jewelry.

However, we are seeing even larger increases in year-over-year traffic at some of the more specialized/high-end brands, particularly in women’s contemporary that offer sharp-looking items that look just as polished at the boardroom or the PTA meeting, like the blazers at Veronica Beard or the “Effortless Pant” from Aritzia that is a smash hit on social media. The majority of this next grouping of brands got their start at department stores or specialty retailers, but with increased success, many are launching their own brick-and-mortar boutiques. Clearly, having a holy grail item that is on the fashion editors’ favorites list gives a boost to store traffic. One of the trends we are seeing is the continuation of the love for comfort everyone adopted during Covid mixed with a slightly more structured but still understated minimalist but luxe aesthetic, like COS. Theory, a wardrobe staple with its neutral color palette and streamlined silhouettes, has been generating positive year-over-year traffic during the back-to-school and fall season. Vince, also featuring rather understated and neutral basics, also saw its traffic lift for the fall season. Eileen Fisher is another interesting brand. Once regarded as clothing adapted to your mom’s generation, Gen Z is also starting to embrace it for its softness and sustainability, and it is one of the more popular brands to buy secondhand. In April of this year, Guess and WHP Global completed the acquisition of rag & bone, which has long been hailed for their on-trend jeans and boots. Time will tell what direction they will take the brand, or if they will stick with its tried-and-true New York roots.

Another brand to keep an eye on that we’re already familiar with from prestige department stores like Nordstrom, Bloomingdale’s, and Saks Fifth Avenue is L’Agence. This brand goes seamlessly from day to night with classics like tweed blazers, satiny tank tops, and perfectly-fitting jeans. They’ve now expanded to more stand-alone stores, including Southern California shopping meccas like Malibu and Beverly Hills. While the Malibu one just opened in late fall 2023, its traffic has been growing steadily upwards, even overtaking that of the Beverly Hills outpost of late.

One interesting thing to note is that the Malibu location attracts a higher proportion of its audience during the morning hours, whereas the Beverly Hills location gets the evening crowd. This information would be useful for staffing purposes or for knowing when to hold events.


In a dining segment that has faced more than its fair share of headwinds, The Cheesecake Factory and BJ's Restaurant & Brewhouse have emerged as bright spots. We took a closer look at how the two chains have performed over the past year, and dove into some of the factors driving their success.
The full-service dining segment has seen turbulence since the pandemic, with many consumers embracing lower-cost meal options and redirecting their discretionary dollars. But the Cheesecake Factory – marked as a chain to watch this year – is one FSR that’s been particularly adept at weathering the storm. During the third quarter of 2024, visits to the chain were up 2.0% YoY, even as the wider FSR segment experienced a minor visit decline. And by continuing to offer a consistent, high-quality dining experience – while investing in staff retention to keep customer satisfaction higher than ever – the brand appears poised to continue growing its customer base.
BJ’s Restaurant & Brewhouse is another FSR chain that has been outperforming the wider segment. Like its cheesecake counterpart, BJ’s offers an especially varied menu – including its famous Pizookie dessert and a massive selection of craft beers. And after seeing a minor 1.7% YoY visit decline in Q2 2024, the chain finished out Q3 with an impressive 4.2% YoY uptick.
What’s driving the resilience of these two chains while others in the category struggle? We explored two factors driving this foot traffic success.

One factor that may be helping The Cheesecake Factory and BJ’s Restaurant drive traffic is their ability to harness the power of annual dining milestones. Special calendar days can be powerful drivers of foot traffic at restaurants, offering chains a prime opportunity to grow visits – and sales.
But the two chains experience these milestones somewhat differently. For BJ’s Restaurant, the weeks of Mother’s Day (week of May 6th) and Father’s Day (week of June 10th) drew the most traffic during the last twelve months, with visits during these holidays rising 18.2% and 14.1%, respectively, compared to an October ‘23 - September ‘24 weekly visit average.
But for The Cheesecake Factory, it was the period right after Christmas that drew the biggest crowds. During the week of December 25th, 2023, visits were up 24.5% compared to the chain’s weekly average – likely driven in part by customers eager to redeem holiday gift cards. (Last year, the chain offered a special holiday gift card promotion, which went into effect in late November). Other calendar days, like Mother’s Day, Valentine’s Day, and National Cheesecake Day (week of July 29th), also provided the restaurant with substantial visit boosts.

Another factor that may be contributing to both brands’ better-than-average performance is their appeal among higher-income consumers. Using the Experian: Mosaic dataset to analyze The Cheesecake Factory and BJ’s trade areas reveals that both chains see higher shares of wealthy families in their captured markets than in their potential markets. (A chain’s potential market is obtained by weighting each Census Block Group (CBG) in its trade area according to population size, thus reflecting the overall makeup of the chain’s trade area. A business’ captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the chain in question – and thus represents the profile of its actual visitor base.)
Between January and September 2024, the shares of “Flourishing Families” in the Cheesecake Factory and BJ’s captured markets stood at 9.5% and 10.9%, respectively – outpacing their potential market shares. Similarly, the “Booming with Confidence” segment – wealthy, established couples living in suburban areas – was overrepresented in both restaurants’ captured markets.
These metrics highlight the two chains' success in attracting high-income family segments – groups who may be more resilient to the impacts of rising prices. For this consumer group, these restaurants strike a balance between quality and cost-effectiveness, making them a compelling choice for dining out in an uncertain economic landscape.

The Cheesecake Factory and BJ’s have found ways to thrive in a challenging dining environment, keeping foot traffic up and tapping into a receptive customer base.
With the holiday season around the corner, can these two chains maintain their foot traffic growth? Will The Cheesecake Factory see another major holiday season visit spike?
Visit Placer.ai to keep up to date with the latest data-driven dining news.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

2024 has been a tough year for quick-service restaurants (QSRs), with rising costs, inflation, and changing consumer preferences putting pressure on the industry. And as if these challenges weren’t enough, incursions into the convenient meal space by c-stores, fast-casual restaurants, and even grocery chains have forced QSRs to contend with increased competition.
But visit data shows that despite these headwinds, fast food leaders like McDonald’s and Wendy’s are holding their ground. During the first three quarters of 2024, both McDonald’s and Wendy’s experienced visit levels generally on par with those seen last year, with minimal year-over-year (YoY) variation. Despite a minor dip for McDonald's in Q2, when visits dropped by 2.2% compared to 2023, the overall difference in visit levels for both chains was less than 1% across the remaining quarters.
This stability highlights the ability of both brands to retain a steady flow of traffic despite competitive pressures and economic challenges.

One strategy QSRs have successfully deployed to entice hungry customers has been the introduction of discounted limited-time offers (LTOs). And following summer LTOs that garnered plenty of excitement, McDonald’s and Wendy’s are back in the limited-time game. On October 8th, 2024, Wendy's launched its Krabby Patty Kollab, celebrating the 25th anniversary of SpongeBob SquarePants with two limited-time items. Meanwhile, McDonald’s introduced the Chicken Big Mac on October 10th, expanding its menu with an item that had already gained global recognition.
While both launches positively impacted visitation, Wendy's limited-time menu had a more pronounced effect. Wendy’s saw a dramatic surge in visits in the wake of the Kollab, with an increase of 26.4% on the Tuesday of the Krabby Patty launch, compared to a year-to-date (YTD) Tuesday average. The following Wednesday and Thursday also saw increases of 20.7% and 23.9%, respectively, compared to the YTD daily average for those days of the week.
And though the response to McDonald’s menu addition was somewhat more restrained, the limited-time chicken offering also generated a visit increase: On the Thursday of the launch, McDonald’s saw visits jump by 7.9% compared to the chain’s YTD Thursday visit average – showing the power of limited-time items to generate excitement and urgency among consumers.

In addition to new menu items, McDonald’s has placed a strong emphasis on its breakfast offerings – a strategic focus that has grown more pronounced throughout 2024. By expanding its breakfast menu, offering healthier alternatives, and promoting limited-time deals, McDonald’s has successfully driven morning traffic. The introduction of CosMc's, a new McCafé spinoff, further boosts the company’s breakfast and coffee offerings, appealing to a broader audience seeking affordable beverages and quick meals.
And McDonald’s breakfast strategy appears to be paying off. In 2024, 24.8% of McDonald’s daily visits occurred between 5:00 AM and 11:00 AM – compared to just 8.5% for Wendy’s. Wendy’s, for its part, had a stronger foothold in the lunchtime segment, with the 11:00 AM - 2:00 PM time slot accounting for 27.5% of visits, compared to 21.2% for McDonald’s.

Both McDonald’s and Wendy’s have displayed resilience in maintaining steady customer visits, with menu innovations and breakfast strategies playing a significant role in shaping their traffic patterns in 2024.
How will the two quick-service giants sign off this year?
Follow our blog at Placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Sprouts Farmers Market, the Phoenix, Arizona-based natural foods chain with some 419 locations across 23 states – up from 391 in July 2023 – is firmly in expansion mode. The chain reported a strong Q2 2024, including a 6.7% increase in comparable store sales.
But how did Sprouts perform in Q3? We dove into the data to find out.
Given its rapidly-growing footprint, Sprouts’ strong year-over-year (YoY) foot traffic growth – 8.1% in Q3 2024, far above the industry average of 1.6% – may seem unremarkable. After all, a bigger fleet means more locations to contribute to the chain’s overall visit count. But for Sprouts, expansion is just part of the story. Throughout Q3 and most of Q2, the average number of visits to each of Sprouts Farmers Market’s locations also increased YoY, showing that the chain’s growing store count is meeting robust demand. And though the wider grocery space also saw a YoY uptick in visits per location, the increase was significantly lower (1.0% in Q3 for the segment as a whole, compared to 2.6% for Sprouts).

What can Sprouts expect this holiday season? In the past, location analytics have shown that while Turkey Wednesday – the day before Thanksgiving – is a major milestone for traditional grocery stores, specialty grocers like Trader Joe’s see smaller visit peaks on the big day.
But though Sprouts Farmers Market is certainly positioned as a specialty grocer, it is somewhat more akin to a traditional supermarket than key competitors like Trader Joe’s. For one thing, Sprouts boasts a wider array of merchandise than Trader Joe’s – including a huge selection of fresh, organic fruits and vegetables. And while Sprouts has been leaning heavily into its growing portfolio of private-label products, they still account for a minority of the chain’s revenue (In Q2 2024, just about 20% of Sprouts’ revenue came from private-label items – while at Trader Joe’s, some 80% of products sold are own-label.)
Perhaps as a result of these differences, consumers interact with Sprouts in some ways as they would with a traditional supermarket – including during the holidays. On November 22nd, 2023, for example (last year’s Turkey Wednesday), visits to Sprouts were up 61.3% compared to the chain’s daily average for the 12-month period ending September 30th, 2024 – making it Sprouts’ busiest day of the year by far. Though this jump was smaller than the 79.2% visit spike seen by the wider grocery store category, it was significantly larger than the 41.8% boost experienced by Trader Joe’s – which draws more traffic on the day before Mother’s Day. (December 23rd was the second-busiest day of the year for all three.)

Additionally, like traditional grocery stores, Sprouts Farmers Market attracts more parental households, and fewer singles, than Trader Joe’s – another reason, perhaps, why it’s so busy on Turkey Wednesday.
Over the past twelve months, the share of families with children in Sprouts’ captured market stood at 27.8% – higher than Trader Joe’s 25.4% and in line with the industry-wide average of 27.4%. On the flip side, the share of one-person households in Sprouts’ captured market was 26.2%, lower than Trader Joe’s 29.5%, and once again more closely aligned with the somewhat-higher 27.7% observed for the grocery category as a whole. As a family-friendly chain that caters to parents on the hunt for healthy food items, Sprouts will likely be a key destination this year for households seeking to load up on ingredients for the holidays.
*Captured market analysis weights each census block group (CBG) feeding visits to the chain according to its share in the chain’s overall foot traffic – thus reflecting the profile of the chain’s actual visitor base.

Sprouts Farmers Market is a specialty grocer– but one that is often treated like a traditional supermarket. With stellar YoY visit and visit-per-location performance under its belt, Sprouts appears poised to be a stand-out beneficiary of both Turkey Wednesday and the day before Christmas Eve (December 23rd) this year. What else lies in store for Sprouts this year?
Follow Placer.ai’s data driven retail analyses to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Fast-casual dining chain CAVA has had a great few years. The restaurant chain, which serves up health and flavor-forward Mediterranean fare, has increased its footprint massively over the past few years, and shows no signs of slowing down.
We took a closer look at the location intelligence data to understand what is driving success for the fast-casual dining chain.
CAVA, which has been opening restaurants at a rapid clip, is firmly in expansion mode. The restaurant chain featured 341 restaurants at the end of Q2 2024 – up from roughly 300 at the end of 2023 – and has set its sights on operating 1,000 locations by 2032.
Partly as a result of its growing footprint, CAVA’s foot traffic – already elevated in 2023 – has continued to surge throughout 2024. The chain achieved double-digit year-over-year (YoY) visit growth during every month of the year so far, with September visits up 24.9% YoY. By comparison, the broader fast-casual dining sector – which is also thriving – saw more modest YoY visit growth over the same period, as well as some minor YoY declines in January and September.

Still, though much of CAVA’s YoY foot traffic growth may be attributed to its rapid expansion – after all, more restaurants mean more opportunities for diners to try a lemon chicken or harissa avocado bowl – CAVA’s individual locations are also drawing more traffic. In all but one month of 2024 – January, when inclement weather led to a retail slowdown nationwide – the average number of visits to each CAVA restaurant also rose significantly. And in August and September 2024, visits per location grew by 15.0% and 9.9% YoY, respectively.
These trends suggest that CAVA’s expansion strategy is leaning into robust demand – and has succeeded in generating excitement and visit growth in both new and existing markets.

One factor that may be helping CAVA drive traffic is the growing diversity of its customer base. Analyzing changes in CAVA’s captured market over time with demographics from STI: PopStats shows that the median household income (HHI) of the brand’s visitor base has dropped over the past few years. (A chain’s captured market is obtained by weighting each census block group (CBG) in its trade area according to its share of visits to the chain in question – and thus represents the profile of the business’ actual visitor base.) In Q3 2021, the median HHI of CAVA’s captured market was $107.5k – much higher than the nationwide median of $76.1K. But as the chain has expanded, the median HHI of its visitor base has steadily declined, reaching $92.3K by Q3 2024.
Similarly, using the Spatial.ai: PersonaLive dataset to look at the psychographic makeup of CAVA’s trade areas reveals that the share of “Ultra-Wealthy Families” in the chain’s captured market has also declined – from 22.9% 2021 to 17.1% in 2024. At the same time, the share of “Young Urban Singles” grew from 5.4% to 7.3%.
This shift suggests that as CAVA expands, it is welcoming a broader and more diverse customer base – positioning it for continued growth as it opens new locations.

CAVA continues to exceed expectations, opening stores at a rapid clip while maintaining visit numbers and appealing to an ever-growing range of customers.
What might the final quarter of the year hold in store for the fast-casual chain?
Visit Placer.ai to keep up to date with the latest data-driven dining insights.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.
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.
