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It’s been an eventful week for the QSR Burger category, with much of the focus on this week’s quarterly updates focusing on events that took place after Q3 2024 ended. Let’s start with McDonald’s, where an E.Coli outbreak overshadowed what was largely a positive quarter of visitation gains, where the chain had reversed the visitation declines that it saw during the driven year-over-year visitation increases through its $5 Meal Deal and Collector’s Edition promotion (below).

According to the company, the $5 Meal Deal “continued drawing customers back into our restaurants throughout the quarter, maintaining an average check north of $10 and being profitable for our franchisees.” Importantly, McDonald’s management also called out that the $5 Meal Deal is gaining traction among low-income consumers and that it “successfully [grew] traffic share with this group for the first time in over a year.” Our data indicates this as well. Over the past several months, we’ve looked at McDonald’s cross visitation trends with Aldi as a barometer of its traction with lower-income consumers. The percentage of McDonald’s visitors that also visited an Aldi had been steadily increasing through Q2 2024, but we did see a reversal of this trend in Q3 2024, suggesting that more consumers are finding value at the chain. The company remains committed to having the $5 Meal Deal on its menus until December as it works towards “sustainable guest count-led growth.”

McDonald’s E. Coli outbreak did have a negative impact on visitation trends, but these trends may be short-lived. Our data indicated a 6.5% decline in year-over-year visits nationwide on Wednesday, Oct. 25 (the day after the E. Coli outbreak investigation was announced), 10%-11% declines from Oct. 26-Oct. 28, and 7%-8% declines from Oct 29-30. It’s natural to compare this situation to Chipotle’s E. Coli outbreak in 2015, where visitation trends were severely impacted for many months. However, there are meaningful differences between McDonald’s and Chipotle’s cases. First, McDonald’s was quickly able to identify and communicate the source of the outbreak–slivered onions from a Colorado Springs facility at supplier Taylor Farms, which were immediately removed from the company’s supply chain–while also ruling out its beef patties as a source, which has helped to keep the outbreak relatively contained. Second, in addition to an E. Coli outbreak, Chipotle also faced a norovirus outbreak, calling into question the safety of the chain’s entire supply chain. These differences help to explain why we may already be seeing visitation declines inflect at McDonald’s.

McDonald’s Collector’s Edition was not the only nostalgia-driven promotion driving visits in recent weeks, as Wendy’s Krabby Patty Burger and Pineapple Under the Sea Frosty celebrating SpongeBob's 25th anniversary drove a meaningful lift in visits (below). In fact, this might be the most successful limited-time-offer promotion that we’ve seen across the QSR sector since McDonald’s Adult Happy Meal in October 2022. Importantly, this promotion innovated on existing core menu items without adding complexity. Given the strong visitation lift, we expect more nostalgia-themed promotions in the year ahead.


Affecting everything from merchandise sales to local bars to entire neighborhoods, the economic effect of the Los Angeles Dodgers’ road to the World Series cannot be disputed.
After a comeback from 5-0 to win 7-6 against the New York Yankees, the Dodgers kept everyone on the edge of their seats. With history made by Freddie Freeman’s walk-off grand slam to win Game 1, fans will have moments seared in their memories for decades to come. Dodgers fans are willing to shell out big to celebrate their champions. Fanatics reported that after winning Wednesday night, “the Dodgers set a Fanatics sales record for first-hour sales of a team's merchandise, across any sport, after claiming a championship.” The top five players for merchandise sales were Ohtani, Freeman, Betts, Yamamoto, and Kershaw.
Local bars in various parts of L.A. that featured Dodgers games saw an uptick in year-over-year traffic most weeks, particularly in recent weeks leading up to the National League Championship and the World Series. Spontaneous parades erupted in locations such as Whittier Blvd in East L.A., in Downtown L.A., and near Dodger Stadium in Elysian Park.

We’ve previously written about the Shohei Effect on hotels like the Miyako that features the mural “LA Rising” by Robert Vargas, but now after a World Series championship, the Boys in Blue are set to go even higher into the stratosphere of fandom. We looked at the foot traffic to Dodger Stadium and to Little Tokyo, and no surprise there’s definitely an uptick to the latter on game days, especially on Saturdays. Vargas is currently working on a mural of the late Fernando Valenzuela in Boyle Heights, and Angelenos will likely be flocking in droves to come see “Fernandomania Forever” when it is unveiled.
One interesting finding is that visitation was actually higher during some of the regular season games than for the World Series Games 1 and 2 that took place in LA. One reason may be the sky high prices. Per reseller Ticket IQ, “the average price for a World Series ticket on the secondary market was $3,887, the second most expensive average since it started tracking data in 2010.” For some fans, it was a dream of a lifetime, one that some were willing to “sell a kidney” to attend.


As we enter November, the holiday season is already in full swing across the country. We’re likely to see the consumer’s embrace of seasonal decorations soon, just as we saw in the fall season. The retail industry has already lived through one major promotional event in October, and it’s time to take the temperature on physical retail foot traffic as we head into the busiest part of the season.
One thing that jumped out upon initial review was the foot traffic from department stores, excluding off-price retail. Looking at the four full weeks of October 2024, traffic to full line department stores was flat to last year, compared to the same period last year when traffic was down 8% to 2022 in October (store counts are about even to last year). Visits to luxury department stores show a similar story; traffic in 2023 was down 9% in October and trended down 2% this year. Coming from a sector of retail that has been challenged for years, this slight improvement is worthy of celebration.

Just how important is October’s contribution to holiday shopping visits? For full line department stores, October accounted for 22% of total holiday season visits in both 2022 and 2023; October traffic for luxury department stores was 24% of total holiday traffic in 2022 and 23% in 2023. That means that there’s still almost ¾ of total visitation still left for retailers to capture over the next two months. However, with traffic trending better in 2024 than in 2023 for department stores overall, this year might actually be a proof point for pull forward holiday demand.

Looking at visitation by retailers within the two sectors, Dillard’s, unsurprisingly led the charge for full line department stores in visitation growth. JCPenney also saw a lot of trend improvement compared to last year, as did Macy’s in the back half of the month. The only major retailer that has underperformed 2023 in October was Kohl’s. Through the lens of luxury department stores, Bloomingdale’s and Nordstrom grew traffic in the low to mid-single digits in October, with Neiman Marcus only down slightly to 2023 levels.

Another interesting insight Placer’s data uncovered; department stores are more of a destination for consumers this year. Looking at Macy’s cross-visitation specifically in October, the percent of visitors to Macy’s that traveled home after visiting was almost 50 basis points higher than in 2023. Our data also showed a lower percentage of cross visitation between Macy’s and other department stores this year compared to last October. Department stores may be doing a better job of capturing consumers' attention and better aligning themselves with the needs of their shoppers. This is in contrast of what we're seeing in essential retail categories such as grocery stores and superstores, where consumers are willing to cross shop multiple retailers; this underscores just how different consumer behavior is by category.

What does this signal about the remainder of the “true” holiday season? It’s hard to tell as we stand today, but the trend improvement across department stores this year gives us some optimism about consumers flocking to physical stores this year. But, it’s important to give consumers a reason to visit as many times as possible, especially as retail fatigue sets in from shopping earlier in the season. Value is still going to be the top driver of visitation this year, but unique products, services and experiences are still important to capturing the joy of the season.

If you’ve ever wished you could root for your alma mater from afar, attend a World Series, or blast into space, Cosm may have the solution. This immersive technology company combines state-of-the art stadium experiences with dining and bar service. Think a smaller version of the Sphere, a larger version of an IMAX theater, with the simulation of being at an actual stadium all while enjoying the comforts of a booth with food brought to you.
For fans of large screen immersive experiences, this venue allows you to be enveloped by the aquatic performers of Cirque du Soleil's “O”, feel like you’re on the 50-yard line for the Ohio State versus Penn State football game, or be a pioneering astronaut seeing the earth from space in “Orbital.”
Since it opened at the end of June this year, popular showings have included “Seek,” which takes you on a journey through the cosmos, as well as sports favorites like the New York Jets versus Pittsburgh Steelers game. Game 2 of the World Series had a sell-out crowd as those who chose not to buy tickets for thousands of dollars still had the joy of celebrating in an arena venue with hundreds of other fans, with the feeling of being behind the dugout.

The Los Angeles Times describes Cosm as “part planetarium, part mini-Sphere,” so instead of needing to travel to Griffith Observatory or Las Vegas, one can just jet down the 405 to Inglewood to have a similar experience. So, who’s visiting Cosm? Roughly 3 in 10 (29%) have a hold income (HHI) of $50K-$99.9K. Nearly 1 in 5 (19%) have a HHI of $25K-$49.9K. These two household income segments over index compared to the CA household incomes (shown in gray).

In terms of demographics, per Spatial.ai PersonaLive, Near-Urban Diverse Families, Educated Urbanites, and Melting Pot Families make up the top 3 segments.


Starbucks, the largest coffee chain in the world, and Dutch Bros, one of the fastest growing in the country, are major players in the hot and cold beverage space. With Q3 2024 in the rearview mirror, we took a closer look at the visitation patterns to both chains to see how they are faring – and what might lie ahead for both brands.
Starbucks is one of the most dominant names in coffee across the world, with thousands of stores in the United States alone. Between July 2023 and July 2024, the chain added more than 500 stores to its domestic fleet, bringing its U.S. store count to 16,730. And though Starbucks has faced its share of challenges, these store additions helped keep overall traffic to the coffee leader on par with 2023 levels throughout the summer – though visits dipped somewhat in September as consumers went back to their routines.
But digging deeper into the visit data shows that even as Starbucks saw overall foot traffic growth stall in Q3, the number of short visits to the chain – i.e. those lasting less than 10 minutes – increased. In August and September 2024, the chain drew 8.5% and 4.7% more short visits, respectively, than in the same periods of 2023 – revealing how important these quick stops are for the chain.
In-app ordering, which together with drive-thru orders made up about 70% of sales at the chain as of January 2024, may be contributing to the short visit trend. Still, new CEO Brian Niccol is looking for ways to return the chain to its roots as the third place, and the chain may yet implement shifts to encourage longer visits in the coming months.

Dutch Bros has been one of the most impressive coffee chains to watch over the past few years. The Oregon-based chain has been on an expansion tear – opening more than 150 stores between Q2 2023 and Q2 2024 – and has seen the elevated monthly visits to match. Between June and September 2024, visits to Dutch Bros increased between 13.7% and 16.9%, highlighting the chain’s success at growing its audience.
But like at Starbucks, short visits outperformed longer ones at Dutch Bros – and by a lot. In September 2024, for example, overall visits to the chain grew by 13.7% – but visits lasting less than 10 minutes shot up by 26.6%.
The strength of these short visits, for both Starbucks and Dutch Bros, suggests a shift towards convenience, with both chains utilizing drive-thru services and in-app ordering to accommodate busy consumers.

Digging down deeper into the data shows that for both Starbucks and Dutch Bros, these all-important short visits follow a distinct weekly pattern.
While longer visits (≥10 minutes) to both chains peaked in Q3 2024 on Saturdays, shorter visits were more evenly distributed throughout the week, peaking on Fridays. Overall, 34.1% of long visits to Starbucks, and 37.8% of long visits to Dutch Bros, took place on the weekends in Q3 2024 – compared to 28.1% and and 28.7%, respectively, for shorter visits.
Unsurprisingly, customers may be more likely to grab a quick coffee to go during the work week. And with the return to office still underway, quick visits may be enjoying a boost fueled by commuters in need of a quick cubicle pick-me-up.

As Starbucks works to adapt to shifting consumer preferences, understanding when customers spend more time in-store can help the brand reconnect with its roots as a community hub. And Dutch Bros can continue to enhance the quick-service experience that has fueled its growth. How will the two chains continue to perform in what remains a competitive coffee environment?
Follow Placer.ai for the latest data-driven dining insights.

In recent years, Americans have gotten serious about fitness. Even as consumers tightened their purse strings, they found room in their budgets for the ultimate affordable indulgence: A (relatively) low-cost gym membership that, once paid, offers customers unlimited access to club facilities.
How did Planet Fitness, the nation’s largest value gym perform in Q3 2024? We dove into the data to find out.
Planet Fitness has been on a roll. In Q2 2024, the chain reported a 4.2% system-wide increase in same store sales and the addition of 18 new gyms to its fleet. (Though Planet Fitness operates clubs outside the U.S., the vast majority of its some 2600 locations are domestic).
Foot traffic data shows that the chain continued to thrive through Q3, with year-over-year (YoY) monthly visit upticks ranging from 4.1% to 11.6% – outperforming the wider industry. And while the value gym giant finally raised the price of its basic membership this summer for the first time in more than thirty years, the move does not seem to have dented Planet Fitness’ growth trajectory – though it’s still early days.

Planet Fitness takes pains to emphasize its commitment to being a “Judgement Free Zone” – and casual gym-goers make up a significant portion of its visitor base. In Q3 2024, 44.3% of visitors hit the club, on average, less than twice a month.
But Planet Fitness also has a significant – and growing – share of die-hard gym buffs who visit the club at least eight or ten times a month - i.e. at least twice a week. In Q3 2024, a full 16.8% of visitors to Planet Fitness came to the gym at least eight times a month on average – up from just 12.9% in 2019 and 15.3% in 2022. And 11.9% visited the chain ten or more times a month – up from 8.6% in 2019 and 10.6% in 2022.
Though casual visitors are also important for any fitness club’s bottom line, a strong and thriving community of highly committed members is an important foundation for future growth.

Gym visit frequency, however, varies throughout the United States. Analyzing the share of highly committed visitors to Planet Fitness reveals significant differences between states.
New Mexico led the pack in Q3 with 13.9% of visitors frequenting the gym, on average, at least ten times a month – followed by Rhode Island (13.1%) and California (12.7%). On the other end of the spectrum lay Montana, where just 6.0% of club goers were highly committed visitors in Q3, followed by Iowa (7.7%) and Vermont (8.0%).
This data highlights how gym engagement can be influenced by regional factors such as lifestyle, climate, and access to alternative fitness options – suggesting that Planet Fitness and similar chains may benefit from tailoring their marketing and membership strategies to local trends and preferences.

The holiday season isn’t a particularly busy one for gyms – which usually see traffic begin to slow down in September before picking up again in the new year. But if Planet Fitness’ solid September 2024 performance is any indication, the chain may be in for a busier fourth quarter this year than last. Will Planet Fitness continue to deliver as the year draws to a close?
Follow Placer.ai’s data-driven 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.
The past few years have provided the tourism sector with a multitude of headwinds, from pandemic-induced lockdowns to persistent inflation and a rise in extreme weather events. But despite these challenges, people are more excited than ever to travel – more than half of respondents to a recent survey are planning on increasing their travel budgets in the coming months.
And while revenge travel to overseas destinations is still very much alive and well, the often high costs associated with traveling abroad are shaping the way people choose to travel. Domestic travel and tourism are seeing significant growth as more affordable alternatives.
This white paper takes a closer look at two of the most popular domestic tourism destinations in the country – New York City and Los Angeles. Over the past year, both cities have continued to be leading tourism hotspots, offering a wealth of attractions for visitors. What does tourism to these two cities look like in 2024, and what has changed since before the pandemic? How have inflation and rising airfare prices affected the demographics and psychographics of visitors to these major hubs?
Analyzing the distribution of domestic tourists across CBSAs nationwide from May 2023 to April 2024 reveals New York and Los Angeles to be two of the nation’s most popular destinations. (Tourists include overnight visitors staying in a given CBSA for up to 31 days).
The New York-Newark-Jersey City, NY-NJ-PA metro area drew the largest share of domestic tourists of any CBSA during the analyzed period (2.7%), followed closely by the Los Angeles-Long Beach-Anaheim, CA CBSA (2.5%). Other domestic tourism hotspots included Orlando-Kissimmee-Sanford, FL (tied for second place with 2.5% of visitors), Dallas-Fort Worth-Arlington, TX (1.9%), Las Vegas-Henderson-Paradise, NV (1.8%), Miami-Fort Lauderdale-Pompano Beach, FL (1.8%), and Chicago-Naperville, Elgin, IL-IN-WI (1.6%).
The Big Apple. The City That Never Sleeps. Empire City. Whatever it’s called, New York City remains one of the most well-known tourist destinations in the world. And for many Americans, New York is the perfect place for an extended weekend getaway – or for a multi-day excursion to see the sights.
But where do these NYC-bound vacationers come from? Diving into the data on the origin of visitors making medium-length trips to New York City (three to seven nights) reveals that increasingly, these domestic tourists are coming from nearby metro areas.
Between 2018-2019 and 2023-2024, for example, the number of tourists visiting New York City from the Philadelphia metro area increased by 19.2%.
The number of tourists coming from the Boston and Washington, D.C metro areas, and from the New York CBSA itself (New York-Newark-Jersey City, NY-NJ-PA) also increased over the same period.
Meanwhile, further-away CBSAs like San Francisco-Oakland-Berkeley, CA, Atlanta-Sandy Springs-Alpharetta, GA, and Miami-Fort Lauderdale-Pompano Beach, FL fed fewer tourists to NYC in 2023-2024 than they did pre-pandemic. It seems that residents of these more distant metro areas are opting for vacation destinations closer to home to avoid the high costs of air travel.
Diving even deeper into the characteristics of visitors taking medium-length trips to New York City reveals another demographic shift: Tourists staying between three and seven nights in the Big Apple are skewing younger.
Between 2018-2019 and 2023-2024, the share of visitors to New York City from areas with median ages under 30 grew from 2.1% to 4.5%. Meanwhile, the share of visitors from areas with median ages between 31 and 40 increased from 34.3% to 37.7%.
The impact of this trend is already being felt in the Big Apple, with The Broadway League reporting that the average age of audiences to its shows during the 2022- 2023 season was the youngest it had been in 20 seasons.
The shift towards younger tourists can also be seen when examining the psychographic makeup of visitors to popular attractions in New York City. Analyzing the captured markets of major NYC landmarks with data from Spatial.ai’s PersonaLive dataset reveals an increase in households belonging to the “Educated Urbanites” segment between 2018-2019 and 2023-2024.
These well-educated, young singles are increasingly visiting iconic NYC venues such as the Whitney Museum of American Art, The Metropolitan Museum of Art, The American Museum of Natural History, and the Statue of Liberty. This shift highlights the growing popularity of these attractions among young, educated singles, reflecting a broader trend of increased domestic tourism among this demographic.
New York City’s tourism sector is adapting to meet the changing needs of travelers, fueled increasingly by younger visitors who may be unable to take a costly international vacation. How have travel patterns to Los Angeles changed in response to increasing travel costs?
While New York City is the East Coast’s tourism hotspot, Los Angeles takes center stage on the West Coast. And as overseas travel has become increasingly out of reach for Americans with less discretionary income, the share of domestic tourists originating from areas with lower HHIs has risen.
Before the pandemic, 57.6% of visitors to LA came from affluent areas with median household incomes (HHIs) of over $90K/year. But by 2023-2024, this share decreased to 50.7%. Over the same period, the share of visitors from areas with median HHIs between $41K and $60K increased from 9.7% to 12.5%, while the share of visitors from areas with HHIs between $61K and $90K rose from 32.1% to 35.8%.
Diving into the psychographic makeup of visitors to popular Los Angeles attractions – Universal Studios Hollywood, Disneyland California, the Santa Monica Pier, and Griffith Observatory – also reflects the above-mentioned shift in HHI. The captured markets of these attractions had higher shares of middle-income households belonging to the “Family Union” psychographic segment in 2023-2024 than in 2018-2019.
Experian: Mosaic defines this segment as “middle income, middle-aged families living in homes supported by solid blue-collar occupations.” Pre-pandemic, 16.0% of visitors to Universal Studios Hollywood came from trade areas with high shares of “Family Union” households. This number jumped to 18.8% over the past year. A similar trend occurred at Disneyland, Santa Monica Pier, and Griffith Observatory.
And like in New York City, growing numbers of visitors to Los Angeles appear to be coming from nearby areas. Between 2018-2019 and 2023-2024, the share of in-state visitors to major Los Angeles attractions increased substantially – as people likely sought to cut costs by keeping things local.
Pre-pandemic, for example, 68.9% of visitors to Universal Studios Hollywood came from within California – a share that increased to 72.0% over the past year. Similarly, 59.7% of Griffith Observatory visitors in 2018-2019 came from within the state – and by 2023-2024, that number grew to 64.7%.
Even when times are tight, people love to travel – and New York and Los Angeles are two of their favorite destinations. With prices for airfare, hotels, and dining out increasing across the board, younger and more price-conscious households are adapting, choosing to visit nearby cities and enjoy attractions closer to home. And as the tourism industry continues its recovery, understanding emerging visitation trends can help stakeholders meet travelers where they are.
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.
