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The holiday shopping season is nearly upon us – and one category that always benefits from holiday sales is apparel. So with Q4 underway, we checked in western wear leader Boot Barn and discount footwear chain DSW (Design Shoe Warehouse, owned by Designer Brands, Inc.) to see how they fared in Q3 2024 – and what awaits them as Black Friday approaches.
Boot Barn and DSW – two very different shoe retailers – have been thriving in recent months. Since May 2024, the two chains have seen sustained monthly year-over-year (YoY) visit growth, finishing out Q3 2024 with visit upticks of 10.8% (Boot Barn) and 10.5% (DSW).

For Boot Barn in particular, Q3’s robust visit growth was at least partially driven by the chain’s aggressive expansion strategy: Between July 2023 and June 2024, Boot Barn opened some 50 new stores – and plans to open dozens more over the coming year. But foot traffic data also shows that the chain has succeeded in growing its footprint without significantly diluting traffic at existing locations. During Q3, the average number of visits to each Boot Barn location dipped just slightly below 2023 levels (2.8%), even as YoY visits to the chain surged by 10.8%.
DSW, for its part saw significant YoY visit growth throughout Q3, despite a store count that has remained relatively stable. As a store that offers shoppers access to high-quality, name-brand products at affordable prices, DSW lets consumers trade down while splurging at the same time.
DSW isn’t called a warehouse for nothing. The typical DSW store spans about 25,000 square feet (though the chain has begun experimenting with smaller formats) – compared to just 12,000 - 14,000 for Boot Barn. But despite the smaller size of Boot Barn’s locations, visitors to the western wear chain tend to spend more time in-store than visitors to DSW. Since 2022, average visitor dwell times at Boot Barn have ranged between 34.9 and 35.8 minutes, while dwell times at DSW have hovered between 32.1 and 32.8 minutes.
Customers at DSW may be more likely to know in advance what they’re looking for, making a bee-line for the discounted footwear they’ve been waiting to get their hands on. Visitors to Boot Barn, on the other hand, may spend more time browsing the brand’s wider selection of merchandise.
The difference in visitor dwell times may also be partially due to Boot Barn’s firmer positioning as a weekend destination: Over the past twelve months (October 2023 - September 2024), 59.5% of visits to Boot Barn took place between Fridays and Sundays, compared to 56.3% for DSW.
Still, visitors to both chains tend to remain in-store for more than half an hour – revealing a highly engaged customer base eager to explore the brands’ varied offerings.

With a strong Q3 2024 under their belts, what can DSW and Boot Barn expect this holiday season?
Looking at weekly fluctuations in visits to Boot Barn and DSW in 2022 and 2023 – compared to yearly weekly averages – reveals another striking difference between the two chains: Visits to Boot Barn peak in November and December each year, as customers descend upon the chain to purchase western-themed gifts for loved ones. DSW, on the other hand, sees greater visit boosts in spring, perhaps buoyed by shoppers updating their wardrobes in anticipation of warmer weather.

But zooming in on the two chains’ busiest days of the year tells a somewhat different story. Even though DSW experiences a more muted holiday shopping season, the shoe leader – like Boot Barn – draws its biggest crowds of the year on Black Friday. On November 24th, 2023, visits to DSW jumped 134.5% compared to the chain’s daily average for the 12-month period from October 2023 to September 2024 – a smaller spike than that seen by Boot Barn, but significant nonetheless.
After that, however, the chain’s visitation patterns diverged. For DSW, the next eight busiest days of the year were all Saturdays in Spring – including the Saturday before Mother’s Day (May 11th) and the Saturday before Easter (March 30th). For Boot Barn, on the other hand, December shopping days – including Super Saturday (December 23rd) – drove the biggest foot traffic spikes.

With holiday shopping just around the corner, DSW and Boot Barn both appear poised to enjoy a healthy Q4 – each in their own way. Which other footwear and apparel brands are likely to succeed this holiday season?
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.

Holiday shopping creep is upon us once again. Though Black Friday is still several weeks away, a shorter holiday shopping window (just 27 days between Thanksgiving and Christmas) has many retailers more eager than ever to get the ball rolling. And with Amazon’s October Prime Big Deal Days the focus of much consumer excitement, major brick-and-mortar players like Walmart, Target, and Best Buy have launched important fall sales events of their own.
Among these pre-holiday promotions, Target’s October Circle Week stands out as a favorite, offering millions of shoppers deep discounts across a wide range of categories, from household essentials to early holiday gifts. What can location analytics tell us about how this year’s Circle Week (October 6th-12th) resonated with consumers? We dove into the data to find out.
Looking first at weekly year-over-year (YoY) visits to Target shows the power of this major sales event to get shoppers moving. Following a successful back-to-school shopping season, visits began to taper off in September. But during the week of October 7th, which included most of Circle Week, visits began to trend back upwards – perhaps signaling consumer responsiveness to early holiday discounts.

A more direct comparison between this year’s fall Target Circle Week and the one held in October 2023 (October 1st to 7th of last year) shows foot traffic up 0.7% YoY, further highlighting consumer resilience in 2024. Though the increase is a modest one, it is no small feat in a retail environment still characterized by high prices and cautious consumer sentiment.
Drilling down deeper into the data for different regions of the country paints a somewhat more nuanced picture. While in some areas of the country – particularly the Midwest and Northeast – Target Circle Week drew fewer visits this year than last (in most cases a decline of less than 3.0%), in others foot traffic increased substantially. In major southern markets like Texas and Florida, visits rose 4.2% and 3.8%, respectively. South Carolina, which has emerged as a major domestic migration hotspot in recent years, saw traffic jump an impressive 12.6%. And in California, Target’s biggest market, visits increased 1.0% YoY.

But consumer behavior during Target Circle Week doesn’t just vary across regions – it also changes throughout the week-long sale period.
In both 2023 and 2024, Target’s October Circle Week started with a bang, as eager customers flocked to the chain to get first dibs on special sale items. Visits on launch day increased 5.0% in 2023 and 4.6% in 2024, compared to a January 1st to October 13th daily visit average. Activity then tapered off during the work week, with Monday - Thursday visits hovering just below daily visit averages for those days of the week. But on Friday and Saturday, foot traffic picked up again as shoppers utilized their time off to hit the sales.

Early October holiday sales are quickly becoming de rigueur – and an important bellwether of overall Q4 performance. Target’s successful Circle Week this fall signals consumer resilience in the face of headwinds – though engagement levels varied throughout the country. How will the all-important Q4 continue to play out for brick-and-mortar retailers 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.

Chipotle, Wingstop, and Shake Shack have emerged as restaurant leaders, thriving and outperforming the wider fast-casual and quick-service restaurant (QSR) categories. How did these chains perform in Q3 2024? We dove into the data to find out.
Chipotle, Wingstop, and Shake Shack have become some of the most popular dining chains in the nation, each within its own respective niche: Chipotle excels at health-focused Tex-Mex meals, Wingstop serves up chicken wings and other game-day style dishes, and Shake Shack is known for its burgers and frozen custards. All three chains are leaning into growing demand for their offerings by adding new restaurants at a brisk clip. And for all three, the investment in fleet expansion is paying off, driving double-digit YoY visit growth.
Of the three chains, Wingstop enjoyed the strongest YoY growth between June and September of this year, with visits rising 16.5% to 33.5% throughout the analyzed period. Shake Shack, for its part, saw visits increase between 12.4% and 25.9%. Meanwhile, Chipotle, continuing several years of visit growth, posted 10.0% to 12.9% YoY boosts. In contrast, the overall quick-service and fast-casual restaurant segments saw much more muted performance, with QSR visits hovering at or slightly below 2023 levels and fast-casual segments seeing modest visit upticks.

One key driver behind the significant foot traffic growth for these three chains is their aggressive expansion. Wingstop, which saw the largest year-over-year (YoY) increase in foot traffic, opened some 138 new restaurants in 2024 alone, and hopes to open around 300 by year’s end. Chipotle has also been expanding rapidly, with around 52 new stores in 2024 so far and more on the way. Shake Shack, aiming to open 80 new locations this year, is similarly focused on growth.
A closer look at shifts in the average number of visits to the chains’ individual locations shows that this expansion is being met with strong demand. Chipotle and Wingstop saw monthly YoY visit-per-location increases throughout the analyzed period, while Shake Shack saw increases between June and August and experienced just a minor dip in September.
These foot traffic trends – both across the chains and at individual locations – indicate that the new stores are successfully attracting steady customer interest.

Another key factor driving success for the three chains is their pivot towards convenient takeaway options. Chipotle has focused on expanding its Chipotlane drive-thru service, while Wingstop has invested in an in-store digital platform meant to streamline the ordering process. And despite Shake Shack’s “anti fast-food” identity, the chain has also embraced drive-thrus and ordering kiosks to speed up service.
The data suggests that consumers appreciate the increased convenience of these quicker options: In Q3 2024, short visits (10 minutes or less) to Chipotle, Wingstop, and Shake Shack surged between 17.0% and 25.5% compared to Q3 2023.
For Chipotle and Shake Shack, short visits increased significantly more than extended ones in Q3, likely due in part to the brands’ intense focus on drive-thrus: Of the 271 restaurants opened by Chipotle in 2023, 238 included Chipotlanes. And since adding its first drive-thru in 2022, Shake Shack has expanded this option to more than thirty locations. For Wingstop, longer visits increased somewhat more YoY than shorter ones – but in the wake of the chain’s rapid expansion, short and long visits both increased more than 20% YoY.

Chipotle, Wingstop, and Shake Shack are succeeding, consistently increasing foot traffic and visits per location. Through strategic expansion and the adoption of drive-through and online ordering, these brands have firmly established their presence in the fast-casual and quick-service dining landscape.
Will the three restaurants continue to drive visit growth? Visit 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.

With Q3 2024 in the rearview mirror, we dove into the data to check in with two smoothie and bowl spots that are firmly in expansion mode – Playa Bowls and Tropical Smoothie Cafe. What lies behind their smashing success? And what awaits them in Q4?
We dove into the data to find out.
Looking first at quarterly YoY visit trends shows both Playa Bowls and Tropical Smoothie Cafe experiencing substantial year-over-year visit growth during the first three quarters of 2024 – driven in part by their rapidly growing fleets. In Q1 2024, Playa Bowls – recently acquired by Sycamore Partners – saw a YoY foot traffic jump of 8.7%. And Tropical Smoothie Cafe, acquired by Blackstone this year, saw a YoY visit boost of 8.7%. For both chains, this positive trajectory continued, though at a more moderate pace, through Q3 2024.

What's behind the fast expansion and visit growth of these smoothie leaders? With high food prices still weighing on consumers, and health still top of mind for many, brands that provide nutritious, affordable indulgences are poised to win. Those that do so while meeting the rising demand for quick and convenient dining options are especially well-positioned to thrive.
And drilling down deeper into the data for Playa Bowls and Tropical Smoothie Cafe shows that the two chains’ outsize success is being fueled, in large part, by customers dropping by for a quick pick-me-up on the go, rather than a sit-down meal.
In Q3 2024, the number of short visits to Playa Bowls (i.e. those lasting less than 10 minutes) increased 9.4% YoY, while longer visits increased just 4.5%. (In Q3 2024, short visits accounted for 31.2% of visits to Playa Bowls, compared with 30.3% in Q3 2023). This suggests that robust demand for off-premises dining has emerged as a major driver of growth for the brand.
A similar trend emerged at Tropical Smoothie Cafe, where nearly half of all Q3 2024 visits (48.4%) lasted less than 10 minutes – likely due to the chain’s ubiquitous drive-thrus. Short visits to Tropical Smoothie Cafe increased 6.0% YoY in Q3, while more extended visits increased 3.3%.

Playa Bowls and Tropical Smoothie Cafe have also fueled success by marking special calendar days with limited-time promotions.
For Playa Bowls, for example, the busiest day of 2024 so far was April 6th – National Acai Day – when the juice bar offered rewards members $5 off any acai bowl. The promotion was wildly successful, fueling a remarkable 122.7% visit surge compared to a year-to-date (January to September) daily average.
For Tropical Smoothie Cafe, it was National Flip Flop Day (yes, that’s a thing) that drew major crowds this year. On May 29th, 2024, the brand marked the occasion with free Island Punch Smoothies for guests who visited participating locations while wearing flip flops. And the promotion was a hit, generating enough excitement to drive a 94.0% visit spike for the brand.

Successful harnessing of the growing demand for convenient, healthy, and affordable off-premises dining options together with unbeatable limited-time promotions have helped propel growth for both Playa Bowls and Tropical Smoothie Cafe.
Will visits to the two chains continue to surge in the months ahead?
Follow Placer.ai’s data driven dining 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.

Most chains attending the 2024 Fast Casual Executive Summit in Denver acknowledged that this year has been difficult (unless you happen to be Chipotle, CAVA, or sweetgreen). We’ve highlighted a number of the challenges restaurant operators faced this past year, including inclement weather to start the year, the restaurant value wars of 2024, encroachment from other food retail channels, and the rising cost of operating a restaurant, which has resulted in increased bankruptcies. Our data validates this stance–our data shows that the fast casual category excluding the three aforementioned chains has seen year-over-year visitation declines.

Why are these three chains outperforming? As we’ve discussed in the past, we believe it comes down to (1) innovation; and (2) operational excellence. Recently, we looked at the importance of Chipotle’s Chicken al Pastor relaunch for Q2 2024 sales trends, sweetgreen’s increase in comparable visits that was helped by the launch of Caramelized Garlic Steak as a protein option, and CAVA’s exceptionally strong visitation trends due the launch of grilled steak at the beginning of June. However, innovation is only part of the outperformance, as each of these chains have also done a great job integrating their digital ordering platforms and in-store assembly line efforts, allowing for greater customization (something consumers appear to be willing to pay a premium for) and driving some of the strongest throughput numbers we’ve observed with our data.
The executives we spoke to at this week’s event had a gameplan to overcome these challenges in 2025.

Another executive told us that the currently challenging backdrop would ultimately make chains better operators. Not every chain can be Chipotle, CAVA, or sweetgreen, but there are still a lot of their strategies that restaurants can adopt to improve their own operations.

The inaugural Shoptalk Fall event brought a new energy to Chicago this week. The smaller format event allowed us to dive deeper into the trends across the retail industry and hear from key retail players about their initiatives and innovations across the industry.
One thing that is clear, retailers are bullish about physical retail. Many retailers shared plans for store openings in 2025, and there is a real focus on creating the right types of store formats and finding locations that are in line with a brand’s consumers. We may truly be at a point of inflection from a channel perspective, and physical retail is likely to become a more important part of the equation.
There’s a real energy shift in the industry in regard to the importance of stores, and it’s refreshing to see. As the industry settles from the migration shifts of consumers during and after the pandemic, the opportunity for new stores to directly cater to these new groups of shoppers is immense.

And it’s not just about the rise of physical retail, but the stories that retailers are able to tell through their offline channels. Retailers are actively focused on ways to eliminate friction for shoppers, arm store employees with more insights and tools and create experiences that forge lasting bonds with shoppers. We heard from Wayfair, Build-A-Bear Workshop, Michaels and Studs, who all referenced that differentiating experiences are driving loyalty and fostering long-term connections with consumers. Stores are an essential part of building and retaining brand equity with consumers.
The other key theme centers around none other than the consumer. The retail industry feels more customer centric than ever before, especially as we get further away from the pandemic. Retailers and brands recognize that today, the shopper is in the driver’s seat, and many initiatives and innovations center around providing the consumer with more power and knowledge. This is why we are hearing more about "micro-merchandising". Retailers need and can enhance their relevancy by understanding the unique demographics/psychographic differences and preferences of their individual locations.
Executives at McDonald’s provided more insight into the success of June 2023's immensely popular birthday celebration for Grimace, including the Grimace Shake; they built the concept around the idea that many consumers celebrate a birthday at McDonald’s restaurants, but from there they let consumers drive the conversation around the promotion on social media.

We heard from many that word of mouth marketing is truly the key to success in retail today, and empowering consumers to share their thoughts and affinities with others in person or through social media platforms is driving engagement and adoption. Through the lens of foot traffic, we may see more consumers head to stores after hearing about them from others in their network. Marketing departments no longer consist of teams within an organization, but incorporate consumers as well.
Overall, we felt a lot of positivity from the industry about where we’re headed in the near term. As we see the slow rebound of the discretionary side of retail, new stores and innovations in the coming year and a consumer that still remains resilient despite many economic headwinds, the best might be ahead for the industry.
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.
