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McDonald’s & Chipotle Q1 2025 Recap
McDonald's and Chipotle are staying strong despite economic uncertainty. With Q1 2025 over, we looked at their visit trends and key strategies driving customer traffic.
Bracha Arnold
Apr 21, 2025
3 minutes

McDonald's and Chipotle, two of the most significant players in the quick-service and fast-casual dining sectors, are maintaining a promising trajectory despite the current economic uncertainty. With the first quarter of 2025 concluded, we examined their recent visit patterns and explored some of the strategies these two dining giants are employing to drive visits.

The Outperforming Golden Arches 

Although the visit gap to McDonald’s widened slightly – from -1.7% year-over-year (YoY) in Q4 2024 to -2.6% in Q1 2025 – traffic to the chain still remains close to last year's levels, suggesting that its value proposition continues to resonate strongly with its customer base even during times of economic uncertainty.

Burrito Madness 

Meanwhile, Chipotle continues to see YoY visit growth, with YoY foot traffic to the chain rising by 4.5% in Q1 2025.  

Some of the company’s strength may be attributed to its strategic fleet expansions, particularly in smaller markets. Moving forward, Chipotle has set its sights on opening roughly 350 new locations throughout 2025, with a focus on drive-through – another major growth driver for the chain.

McDonald’s Minecraft Match Made in Heaven

A Minecraft Movie debuted on April 3rd, 2025, and McDonald’s, perhaps recalling the success of its Adult Happy Meal promotion, participated in the movie rollout by offering a Minecraft Movie special. The meal, which includes Minecraft-themed collectibles, is available for a limited time, creating a sense of urgency for diners – something that McDonald’s has used in the past to great success.

The impact of the special was already evident in the first week following the release. Visits to McDonald’s on Tuesday, April 1st – when the special launched – were 12.2% higher than the year-to-date (YTD) average Tuesday visit count for 2025. And the launch provides a continued boost to the chain, with visits on the following two Tuesdays elevated by 9.5% and 7.4%, respectively, relative to the YTD Tuesday visit average.

Chicken at Chipotle

Chipotle, too, has leveraged limited-time offers and specials to great success, with chicken-focused promotions like 2024’s Chicken al Pastor and, more recently, the introduction of a Honey Chicken special driving visits to the chain. 

Visits to Chipotle jumped by 6.3% above the YTD weekly visit average during the week of March 10th, 2025, when the special launched, and remained elevated through the rest of the month. While visit numbers had been trending slightly upward towards the end of February, the launch of the Honey Chicken special seems to have driven a sustained visit surge. Burrito Day provided another visit boost to the chain, with Thursday visits on April 3rd – the day of the launch – elevated by 13.0% relative to the YTD Thursday visit average.

A (Burrito) Wrap on Q1

McDonald’s and Chipotle are maintaining their position in a challenging market, driving visits through carefully considered expansion, specials, and promotions.

Will these visits continue to hold pace as Q2 gets underway?

Visit Placer.ai for the latest data-driven dining insights.

Article
Location Intelligence On Display: A Look at Los Angeles's Top Museums
Los Angeles boasts several world-class museums that educate and entertain local visitors and tourists alike. We dove into the data for several of LA’s top museums in order to examine the visitation patterns and demographics of museum goers in Los Angeles.
Ezra Carmel
Apr 18, 2025
4 minutes

Los Angeles is famous for its film and music industry, but the city also boasts several world-class museums that educate and entertain local visitors and tourists alike. We dove into the data for several of LA’s top museums in order to examine the visitation patterns and demographics of museum goers in the City of Angels. 

Year-Round Museum Visits 

Analyzing monthly visits to the top LA museums over the past 12 months reveals that although most receive a visit boost in the spring and summer, each institution has a unique seasonal visit pattern. 

The California Science Center and La Brea Tar Pits and Museum received the largest July visit surges, likely due to heavy traffic from young families on vacation. Meanwhile, The Petersen Automotive Museum received the largest December visit spike, perhaps due to a boost from private holiday events. And The Museum of Contemporary Art appears to have maintained a steady flow of visitors – experiencing a relatively muted summer uptick, but relatively robust visits in the fall.

Museum Guests From Near and Far

Diving further into the data reveals that LA museums are particularly popular with hyper-local visitors and with out-of-towners: Every museum analyzed received large shares of visitors from less than 30 and/or from more than 250 miles away, with fewer visitors coming from 30-250 miles.

The California Science Center received the greatest share of visitors residing less than 30 miles (60.7%) from the museum, perhaps due to its popularity with educational groups and its location in bustling Exposition Park

Griffith Observatory, with views of the Hollywood sign and Los Angeles's urban landscape, was highly popular with out-of-town visitors – 48.7% of guests resided at least 250 miles away. And as a unique active fossil excavation site, La Brea Tar Pits and Museum was also favored by out-of-town visitors (42.9% of guests came from 250+ miles away). 

Guest Demographics

The relatively high shares of out-of-town visitors at most LA museums analyzed highlights the role that tourists play in supporting LA’s cultural institutions. And diving into the median HHI in the museums’ captured market reveals that these out-of-towners may represent a particularly desirable audience.  

In general, the museums analyzed tend to attract a relatively wealthy audience. In 2024, the median household income (HHI) in all the analyzed museums’ captured market trade areas was higher than the median HHI nationwide ($79.6K/year) – perhaps due to California’s relatively high median HHI of $99.3K/year. Most museums also drove traffic from regions with a higher median HHI than the state benchmark – likely due to the relative affluence of the Los Angeles area. The Getty and The Museum of Contemporary Art’s captured trade areas had the highest median HHIs, at $107.2K/year and $103.7K/year, respectively.

But when analyzing only out-of-town visitors (who traveled 250 miles or more), the median HHIs of the captured trade areas increased – indicating that out-of-town museum guests were more affluent than local ones. This suggests that tickets to special exhibitions could be set at higher price points during peak seasons when more out-of-town guests are anticipated.

Final Stop

Though there are similarities between the behavior and demographics of visitors to LA’s museums, they each experience somewhat distinct seasonal visit patterns and attract diverse audiences. With the busiest museum season ramping up, cultural institutions stand to gain from understanding the changing characteristics of their guests.

For more insights, visit Placer.ai.

Article
3 Insights Into the Shopping Habits of Older Consumers 
Despite making up over 40% of American adults, Gen X and Baby Boomers are often overlooked by marketers in favor of Gen Z shoppers. We analyzed the latest data to better understand these frequently overlooked consumer segments. 
Shira Petrack
Apr 17, 2025
4 minutes

Marketers, retailers, and category managers spend a lot of time trying to analyze the retail preferences of Gen Z shoppers. Meanwhile, Gen X and Baby Boomers are seldom considered, even though almost 40% of American adults are aged 55 or older. We analyzed the latest data to better understand these frequently overlooked consumer segments. 

  1. Older Consumers Still Shop Offline 

Although the overwhelming majority of older Americans spend several hours a day online and over half of American seniors own a smartphone, the data indicates many consumers aged 55+ are still more comfortable shopping in-store. 

Comparing the age distribution among adult visitors to Walmart’s website with the age distribution in Walmart’s offline trade area shows that older consumers (aged 55+) are overrepresented in the retailer’s offline trade area relative to its online visitor base. 

Offline shopping offers a range of benefits, from personalized service to the ability to physically examine products and the convenience of walking out with the purchased items. Retailers looking to increase their penetration with older audience segments might consider investing in brick-and-mortar stores that give older consumers the shopping experience that best fits their needs.

  1. Optimizing the In-Store Experience For Older Audiences

For retailers looking to reach Gen X and Baby Boomers, merely building brick-and-mortar channels may not be enough – brands should also ensure that the in-store experience is optimized for older audiences. And the first step may be ensuring that staffing and opening hours are adapted to the shopping habits of older Americans. 

Analyzing the hourly visit distribution at L.L. Bean and Ocean State Job Lot – two chains particularly popular with a variety of older audiences – suggests that Gen X and Baby Boomer shoppers may prefer visiting stores earlier in the day: Visits between the hours of 9 AM and 2 PM accounted for a much larger share of visits to both chains when compared to visitation behavior for the wider category. So retailers seeking to attract Gen X and Baby Boomers may consider earlier opening hours and robust staffing during the late morning and early afternoon.

  1. Older Consumers Are Not a Monolith

At the same time, while many older consumers do exhibit some commonalities – such as a preference for offline shopping or for earlier-in-the-day store visits – it is important to remember that older shoppers are not a monolith. Like other age-based market segments, the label of “older consumer” lumps together a variety of customer types from various socioeconomic backgrounds representing a wide array of values and interests. Retailers looking to cater to this demographic should also consider the particular characteristics of their target audience beyond the general attributes common to many older consumers. 

The chart below shows the share of various “Boomer” segments (from the Spatial.ai: PersonaLive dataset) in the trade areas of seven apparel retailers popular with older consumers. All these segments – Sunset Boomers, Suburban Boomers, and Budget Boomers – consist of consumers aged 65-74, but their living arrangements and household income levels vary. And as the chart shows, each Boomer segment exhibits unique brand affinities. 

Sunset Boomers – the most affluent segment – were significantly overrepresented in the captured markets Talbots, Anthropologie, Vineyard Vines, and Chico’s. Suburban Boomers – middle-class older consumers – were also slightly overrepresented in Talbots, Vineyard Vines, and Chico’s captured market, but were underrepresented for Anthropologie and significantly overrepresented at Boscov’s. And Budget Boomers – older consumers with household incomes of $35K to $50K – were overrepresented in Bealls and Cato’s captured market even though these retailers did not seem particularly popular with the other two Boomer segments. 

To effectively target older consumers, retailers should assess how their products and services align with the unique tastes and spending abilities of each Boomer and Gen X sub-segment.

Older consumers make up a significant share of U.S. shoppers, even though this demographic is not always top of mind for marketers and retailers. By embracing the continued importance of physical stores and adapting to the specific shopping behaviors of Baby Boomers and Gen X consumers, retailers can cultivate stronger engagement with these segments. Ultimately, though, success with this audience will hinge on recognizing the heterogeneity of older shoppers and tailoring strategies accordingly.   

For more data-driven retail insights, visit placer.ai/anchor

Article
Placer 100 Index, March 2025 Recap – Which Chains Weathered the Storm? 
Foot traffic to the Placer 100 Index for Retail & Dining - the top-performing chains identified by the Placer.ai platform - stabilized in March 2025, with fitness and dining leading the way.
Ezra Carmel
Apr 16, 2025
3 minutes

After leap year comparison induced year-over-year (YoY) declines in February 2025, foot traffic to the Placer 100 Index for Retail & Dining stabilized in March 2025 to just -0.3% below 2024 levels – an impressive performance considering the severe weather that impacted large parts of the country. 

Mapping Visits

State-level analysis of March 2025 visits to the Placer 100 Index reveals that massive storms indeed contributed significantly to regional foot traffic declines. States that bore the brunt of inclement weather in March 2025 – particularly in the Southeastern and Central United States – appeared to experience the steepest YoY visit gaps. 

Chili’s Stays Hot

Despite the extreme climate conditions, some chains managed to plow ahead, enjoying visit growth in March 2025. Once again, Chili’s Grill & Bar held on to the top spot in the Placer 100 Index for YoY visits (22.6%) and visits per location (23.4%) growth, likely due to continued success in the areas of value and virality. Meanwhile, three fitness chains made the top 10 in YoY visits – Crunch Fitness (22.5%), LA Fitness (10.0%), and Planet Fitness (9.7%), at least in part due to continuing expansions of their respective footprints. 

Spotlight on Fitness Chains

Expansion is perhaps only one driving factor behind the success of Crunch Fitness, Planet Fitness, and LA Fitness in March 2025. The beginning of the year is generally busy for fitness chains as many consumers adopt new years’ resolutions to get in shape, even if many abandon their pursuit down the line. But the data suggests that Crunch Fitness, Planet Fitness, and LA Fitness experienced visit growth in March in part due to a sustained increase in visitor frequency. 

All three chains saw an increase in the share of visitors visiting 8 or more times in March 2025 compared to 2024, indicating that the chains are driving more traffic from fitness-invested visitors. And these fitness buffs, who attend the gym quite often, are perhaps less likely to give up on their fitness goals during the year, which bodes well for the fitness chains’ chances to sustain members and elevated traffic in the months ahead.

The Placer 100 Index for March 2025 demonstrates the effect of harsh winter conditions on retail and dining visits. Still, the strong performance of several chains highlights the consumer trends and brand strategies that can drive growth. 

For more insights anchored in location analytics, visit Placer.ai/anchor.

Article
The Post-Pandemic Retail Evolution: A look back on the last five years
Half a decade has passed since the onset of the COVID-19 pandemic, transforming the retail industry overnight. We took a look back at how some things have changed - and what's stayed the same.
Elizabeth Lafontaine
Apr 15, 2025
10 minutes

It’s hard to imagine, but we’ve eclipsed the five year anniversary of the onset of the pandemic lockdowns across the U.S., when the retail industry was transformed overnight. By April 2020, thousands of stores had closed and uncertainty loomed. At the time, it felt like the potential end of physical retail that the industry had been ruminating over for years. 

The Resilience of Physical Retail 

Five years later, the industry looks mostly like it did at the beginning of 2020. Online shopping did not kill physical retail, and although e-commerce adoption has substantially increased since pre-pandemic – fueled by the spike in new online shoppers in 2020 – the vast majority of retail transactions (over 80%) still occur in brick-and-mortar locations.

At the same time, while the retail industry looks similar to itself structurally, there have been numerous changes at the category level. Many large ticket purchases like consumer electronics and home furnishings that experienced a pull forward in demand during the pandemic waned over the past few years. Visits to apparel retailers and department stores looked, for a while, like they would never recover. And as people emerged from their homes or found their way to TikTok, beauty became the in-demand category that spread like wildfire. Grocery shopping went from a mundane chore to a form of consumer escapism in 2020; in many ways, that behavior has stuck for shoppers as they now frequent more grocery chains in their journey.

We’ve also observed some fundamental changes across U.S. consumers; more workers still work from home than before the pandemic, although return to office numbers keep rising. And many city dwellers who migrated during the peak pandemic period still remain in more suburban and rural areas.

So what have the past five years taught us about U.S. shoppers? First, we’ve learned that consumers are much more resilient than we give them credit for as they demonstrated a remarkable ability to both adapt to unprecedented circumstances and return to their former shopping habits once the situation normalized. Second, consumers are very cyclical in their behaviors and interests – five years after the pandemic’s start, many of the categories that suffered are coming back into their own. And, as consumers face different types of economic uncertainty, we should be optimistic that they can weather different types of storms. But perhaps the key lesson from the past five years has been that brick-and-mortar stores serve a distinct purpose to both retailers and shoppers – and that physical commerce is definitively here to stay.

Visits to Brick & Mortar Surpass Pre-Pandemic Levels While Dwell Time Decreases

Looking at the Placer 100 Retail and Dining Index reveals that visits to retail and dining locations not only rebounded from the pandemic, but have surpassed pre-pandemic levels. There are a few underlying causes that could have contributed to these changes: store and unit openings, a higher frequency in visits to certain categories, and increased consumer demand.

At the same time, dwell times across the macro retail industry have shifted since the pandemic as consumers are generally spending less time in stores than they did in 2019. There could be a few reasons contributing to this decrease: a higher adoption of e-commerce as a research tool before visiting a store, a higher utilization of BOPIS and curbside offerings, or more frequent visits leading to shorter individual trips but longer overall time in store. Last year (2024) also saw a higher share of weekday visits compared to the pre-pandemic period, where more consumers shopped on the weekend.

From a consumer perspective, as we wrote about recently, higher income households are more important to the retail industry than prior to the pandemic – even though they account for fewer visits overall. Meanwhile, lower income households are visiting retailers more frequently, especially in essential categories, as they look to combat inflationary pressures that exploded since the pandemic. 

Essential Retailers Cemented Their Importance

What did the pandemic reveal about essential retail categories? For many consumers, these segments got them through the peak pandemic time period as discretionary retail locations remained closed. Grocery stores, pharmacies, and superstores provided a sense of normalcy for shoppers as visiting a store became much more than a weekly errand. Today’s shoppers mirror many of those behaviors; they visit these types of retailers more frequently and don’t balk at making an extra trip for that “must-have” item from a specific chain. 

Value Retailers Came Out On Top 

Looking at the relative share of visits by category shows that dollar and discount stores gained the most visit share compared to the pre-pandemic trends. These chains have invested heavily in fresh food items and assortment expansion to become more of a destination for shoppers, especially those who are more price sensitive. So while visitation growth to dollar store chains did stagnate in 2024, even as retailers continued to expand store fleets, the leading players in this category have already entrenched themselves deeper into consumers' shopping journey compared to the pre-pandemic period.

Similarly, value based grocers and warehouse clubs have become more frequent stops in consumer daily routines, even if their share of visitation hasn’t risen dramatically. These chains have benefitted from changes in consumer behavior over the past five years: Warehouse clubs were well positioned for consumers who migrated from urban to suburban environments, and value grocery stores such as Aldi and Trader Joe’s became a safe haven for consumers trying to combat inflationary pressures as the country emerged from the pandemic.

Drugstores – a COVID-era Winner – Face Challenges

The one sector that hasn’t fared as well? The drugstore channel. The increase in visitation during the vaccine roll out period didn’t result in long term sustained traffic, and drugstores with their expansive store fleet have struggled to find their true value proposition as competition from wellness chains (such as GNC & Vitamin Shoppe), beauty retailers, and superstores grew. Drug-based retailers are still working to right size business today, as further constrained shoppers look elsewhere. 

Adapting to Evolving Consumer Needs in Essential Retail

Essential retail players have had to contend with ever-evolving consumer needs in the post-pandemic period and continue to play a key role in the return for normalcy. Some sectors have fared better than others, but those that have emerged as winners looked to stay in lock step with their consumers on their journey. Retailers realized that they didn’t have to be the best at everything – experience, convenience, value, and assortment – but they needed to lean into their speciality to be successful.

Post-Pandemic Hurdles for Discretionary Retail

On the other end of the retail spectrum, discretionary categories have faced headwinds as consumers exited the peak pandemic period. The peak pandemic years (2020 and 2021) were banner years for retail segments that cater to shoppers’ “wants”. But as the need to self-soothe with goods waned and inflationary pressures rose, consumers walked away from many of the retailers who had benefited from their behavioral changes. (The declines in foot traffic in these categories likely also reflected some of the shift to online channels, as most of these retailers were forced to shut their doors during the early days of COVID.) 

It’s been a long road to recovery for discretionary businesses, but we began to see some renewed signs of life over the past year. These retailers must remain vigilant in their quest for relevance with shoppers; high levels of uncertainty, debts, and increasing focus on value all still present headwinds for the retail industry – particularly those who focus on satisfying desires instead of needs.

Beauty Visits Normalize Following Post-Pandemic Surge 

In reviewing the visitation growth since 2022, discretionary retail could be broken into two performance categories: beauty and everything else. As we’ve written previously, the beauty industry was able to ride the wave of post-lockdown consumer behaviors, including the need to replace outdated products that hadn’t been worn while spending more time at home. At the same time, consumers also became more enamored with mass beauty brands, or those sold at drugstores or mass merchants at lower price points. The success of these brands and retailers that harnessed the power of consumer choice, like Ulta Beauty, intersected with a strong consumer desire for value. And although 2024 was a year of reckoning for the beauty industry as the consumer shifts towards other priorities, the category’s strong success during the early post-pandemic period cannot be overstated.

Post-Pandemic Adjustment for Home Goods and Apparel

The performance of other discretionary segments has been more mixed. Categories that saw meteoric growth during the pandemic lockdowns – such as home furnishings, home improvement and consumer electronics – failed to sustain momentum. Apparel trends, like the rise of athleisure, had helped drive continued demand to retail chains and department stores even without the need for traditional clothing, and as life got back to normal and these trends faded, retailers saw year-over-year declines in visitation.

But the 2024 data began the slow rebound of some of these categories, particularly in home and apparel. Home furnishings, home improvement, and consumer electronics may continue to see a rebound in 2025 as we enter a new replacement cycle and those who purchased these categories during the pandemic look to refresh their homes and upgrade their technology. Apparel’s rebound can be attributed to a resurgence of national brands as increased use of semaglutide medications and an interest in healthy living drive shoppers to revamp their wardrobes.

The one area of discretionary retail that outperformed its competitors and continues to shine? The off-price channel has had an extraordinary few years of visitation growth since the onset of the pandemic. Off-price retailers have enticed consumers with the perfect blend of value orientation, in-store experience, and immediacy that drive repeat visitation and keep shoppers engaged. The success of off-price retail also underscores the continued importance of physical retailers, despite the initial changes in behavior during the pandemic. This sector of discretionary retail is probably best positioned to handle the potential economic uncertainty of 2025 and beyond.

Overall, the discretionary side of the retail industry has begun to recover from its challenging few years of visitation, but 2025 does pose uncertainty that could impact consumers’ disposable income levels. Retailers that cater to consumers’ “wants” must work even harder to stay on their customers’ radar and entice shoppers to come into physical retail locations instead of shopping online or via social media platforms. As mentioned earlier, high income shoppers are going to become even more valuable to this sector of retail as it tries to maintain momentum. 

Consumer Resilience and Future Retail Opportunities 

The retail industry has undergone a tremendous transformation over the past five years. But while so much has evolved, there is still a lot of opportunity for the industry to be more agile in its ability to satisfy consumer demands. Despite the early days of store closures during the pandemic, physical retail not only bounced back, but has flourished. Retailers continue to focus on upgrading store fleets and opening new stores. Stores have moved away from being experiential to trying to just provide a good shopper experience. Retail’s reality is that consumers still face many challenges ahead, especially economic uncertainty. But, the pandemic highlighted the resilience of both retailers and shoppers to support one another, which will hopefully continue into the future of retail.

Article
Orlando Theme Park Wars Heat Up 
Universal’s Epic Universe opens May 22. We analyzed foot traffic and demographics at Universal and Disney parks in Orlando to see how this major addition could impact visitor trends to these tourist destinations.
Elizabeth Lafontaine
Apr 14, 2025
2 minutes

The battle for theme park dominance in Orlando is heating up this spring and summer. The highly anticipated opening of Universal Orlando Resort’s Epic Universe on May 22nd brings a third theme park gate to the resort, inching closer to the count of Walt Disney World. Universal has been slowly chipping away at Disney’s stronghold over the Orlando market with new resort hotels, water parks and now the addition of a third gate, while Disney has concentrated efforts around upgrades to existing parks and expansion of programs like the Disney Vacation Club. 

The opening of Epic Universe reveals some of the tension brewing beneath the surface when it comes to changing consumer demands. Visiting the resorts in Orlando, a rite of passage for many families, has gotten much more expensive in recent years, and theme park ticket prices are similar at both destinations, although Walt Disney World does have a higher overall Median Household Income in its captured market. According to Placer.ai’s cross-visitation analysis, 40% of visitors to Universal Orlando Resort also visit Walt Disney World, signaling that Epic Universe needs to wow in order to keep visitors on property instead of resort hopping.

Placer.ai’s foot traffic estimates show that the two resorts attract slightly different demographic profiles. Walt Disney World attracts a higher distribution of Ultra Wealthy Families and Wealthy Suburban Families, while Universal Orlando Resort captures more visits from middle-income cohorts like Blue Collar Suburbs, City Hopefuls and Near-Urban Diverse Families. There’s even a difference in the young people who visit each resort: Walt Disney World captures more Young Professionals – the potential “Disney Adults” – whereas Universal sees a higher share of visits from Young Urban Singles.

With the year-over-year price increases, even a wealthier base of visitors may not help to sustain visitation with a new theme park opening and uncertain economic headwinds. Both Orlando destinations are up against a changing consumer base and theme park loyalists who expect the highest standard of excellence and innovation. 

For more data-driven consumer insights, visit placer.ai/anchor

 

Reports
INSIDER
Report
Hudson Yards: The On-Site Workforce of Manhattan's New Hub
Dive into the data to explore shifting work patterns among Manhattan’s on-site employees and examine emerging trends in the fast-growing Hudson Yards neighborhood.
October 8, 2024
4 minutes

New York City is one of the world’s leading commercial centers – and Manhattan, home to some of the nation's most prominent corporations, is at its epicenter. Manhattan’s substantial in-office workforce has helped make New York a post-pandemic office recovery leader, outpacing most other major U.S. hubs. And the plethora of healthcare, service, and other on-site workers that keep the island humming along also contribute to its thriving employment landscape.

Using the latest location analytics, this report examines the shifting dynamics of the many on-site workers employed in Manhattan and the up-and-coming Hudson Yards neighborhood. Where does today’s Manhattan workforce come from? How often do on-site employees visit Hudson Yards? And how has the share of young professionals across Manhattan’s different districts shifted since the pandemic? 

Read on to find out. 

The Beat of the Borough

Return of the Commuter 

The rise in work-from-home (WFH) trends during the pandemic and the persistence of hybrid work have changed the face of commuting in Manhattan. 

In Q2 2019, nearly 60% of employee visits to Manhattan originated off the island. But in Q2 2021, that share fell to just 43.9% – likely due to many commuters avoiding public transportation and practicing social distancing during COVID.

Since Q2 2022, however, the share of employee visits to Manhattan from outside the borough has rebounded – steadily approaching, but not yet reaching, pre-pandemic levels. By Q2 2024, 54.7% of employee visits to Manhattan originated from elsewhere – likely a reflection of the Big Apple’s accelerated RTO that is drawing in-office workers back into the city. 

Unsurprisingly, some nearby boroughs – including Queens and the Bronx – have seen their share of Manhattan worker visits bounce back to what they were in 2019, while further-away areas of New York and New Jersey continue to lag behind. But Q2 2024 also saw an increase in the share of Manhattan workers commuting from other states – both compared to 2023 and compared to 2019 – perhaps reflecting the rise of super commuting

Spotlight on Hudson Yards

A Hyper-Hybrid Environment

Commuting into Manhattan is on the rise – but how often are employees making the trip? Diving into the data for employees based in Hudson Yards – Manhattan’s newest retail, office, and residential hub, which was officially opened to the public in March 2019 – reveals that the local workforce favors fewer in-person work days than in the past.

In August 2019, before the pandemic, 60.2% of Hudson Yards-based employees visited the neighborhood at least fifteen times. But by August 2021, the neighborhood’s share of near-full-time on-site workers had begun to drop – and it has declined ever since. In August 2024, only 22.6% of local workers visited the neighborhood 15+ times throughout the month. Meanwhile, the share of Hudson Yards-based employees making an appearance between five and nine times during the month emerged as the most common visit frequency by August 2022 – and has continued to increase since. In August 2024, 25.0% of employees visited the neighborhood less than five times a month, 32.5% visited between five and nine times, and 19.2% visited between 10 and 14 times.  

Like other workers throughout Manhattan, Hudson Yards employees seem to have fully embraced the new hybrid normal – coming into the office between one and four times a week. 

New Buildings Worth The Commute

But not all employment centers in the Hudson Yards neighborhood see the same patterns of on-site work. Some of the newest office buildings in the area appear to attract employees more frequently and from further away than other properties.

Of the Hudson Yards properties analyzed, Two Manhattan West, which was completed this year, attracted the largest share of frequent, long-distance commuters in August 2024 (15.3%) – defined as employees visiting 10+ times per month from at least 30 miles away. And The Spiral, which opened last year, drew the second-largest share of such on-site workers (12.3%). 

Employees in these skyscrapers may prioritize in-person work – or have been encouraged by their employers to return to the office – more than their counterparts in other Hudson Yards buildings. Employees may also choose to come in more frequently to enjoy these properties’ newer and more advanced amenities. And service and shift workers at these properties may also be coming in more frequently to support the buildings’ elevated occupancy.

Hudson Yards Young

Diving deeper into the segmentation of on-site employees in the Hudson Yards district provides further insight into this unique on-site workforce. 

Analysis of POIs corresponding to several commercial and office hubs in the borough reveals that between August 2019 and August 2024, Hudson Yards’ captured market had the fastest-growing share of employees belonging to STI: Landscape's “Apprentices” segment, which encompasses young, highly-paid professionals in urban settings.

Companies looking to attract young talent have already noticed that these young professionals are receptive to Hudson Yards’ vibrant atmosphere and collaborative spaces, and describe this as a key factor in their choice to lease local offices.

At Work In Manhattan: A Mix Of Old And New

Manhattan is a bastion of commerce, and its strong on-site workforce has helped lead the nation’s post-pandemic office recovery. But the dynamics of the many Manhattan-based workers continues to shift. And as new commercial and residential hubs emerge on the island, workplace trends and the characteristics of employees are almost certain to evolve with them.

INSIDER
Pricing Strategies Driving Restaurant Visits in 2024
Dive into the data to explore the state of the restaurant industry in 2024 and see how leading chains are navigating the challenges posed by rising prices.
September 26, 2024
7 minutes

Dining in 2024 (So Far)

The restaurant space has experienced its fair share of challenges in recent years – from pandemic-related closures to rising labor and ingredient costs. Despite these hurdles, the category is holding its own, with total 2024 spending projected to reach $1.1 trillion by the end of the year.

And an analysis of year-over-year (YoY) visitation trends to restaurants nationwide shows that consumers are frequenting dining establishments in growing numbers – despite food-away-from-home prices that remain stubbornly high.

Overall, monthly visits to restaurants were up nearly every month this year compared to the equivalent periods of 2023. Only in January, when inclement weather kept many consumers at home, did restaurants see a significant YoY drop. Throughout the rest of the analyzed period, YoY visits either held steady or grew – showing that Americans are finding room in their budgets to treat themselves to tasty, hassle-free meals.

Still, costs remain elevated and dining preferences have shifted, with consumers prioritizing value and convenience – and restaurants across segments are looking for ways to meet these changing needs. This white paper dives into the data to explore the trends impacting quick-service restaurants (QSR), full-service restaurants (FSR), and fast-casual dining venues – and strategies all three categories are using to stay ahead of the pack. 

Dollar-Driven Dining Decisions 

Overall, the dining sector has performed well in 2024, but a closer look at specific segments within the industry shows that fast-casual restaurants are outperforming both QSR and FSR chains. 

Between January and August 2024, visits to fast-casual establishments were up 3.3% YoY, while QSR visits grew by just 0.7%, and FSR visits fell by 0.3% YoY. As eating out becomes more expensive, consumers are gravitating toward dining options that offer better perceived value without compromising on quality. Fast-casual chains, which balance affordability with higher-quality ingredients and experiences, have increasingly become the go-to choice for value-conscious diners.

Fast-casual restaurants also tend to attract a higher-income demographic. Between January and August 2024, fast-casual restaurants drew visitors from Census Block Groups (CBGs) with a weighted median household income of $78.2K – higher than the nationwide median of $76.1K. (The CBGs feeding visits to these restaurants, weighted to reflect the share of visits from each CBG, are collectively referred to as their captured market). 

Perhaps unsurprisingly, quick-service restaurants drew visitors from much less affluent areas. But interestingly, despite their pricier offerings, full-service restaurants also drew visitors from CBGs with a median HHI below the nationwide baseline. While fast-casual restaurants likely attract office-goers and other routine diners that can afford to eat out on a more regular basis, FSR chains may serve as special occasion destinations for those with more moderate means. 

Who Can Afford to Raise Prices?

Though QSR, FSR, and fast-casual spots all seek to provide strong value propositions, dining chains across segments have been forced to raise prices over the past year to offset rising food and labor costs. This next section takes a look at several chains that have succeeded in raising prices without sacrificing visit growth – to explore some of the strategies that have enabled them to thrive.

Shake Shack: Drawing Affluent Audiences 

The fast-casual restaurant space attracts diners that are on the wealthier side – but some establishments cater to even higher earners. One chain of note is NYC-based burger chain Shake Shack, which features a captured market median HHI of $94.3K. In comparison, the typical fast-casual diner comes from areas with a median HHI of $78.2K. 

Shake Shack emphasizes high-quality ingredients and prices its offerings accordingly. The chain, which has been expanding its footprint, strategically places its locations in affluent, upscale, and high-traffic neighborhoods – driving foot traffic that consistently surpasses other fast-casual chains. And this elevated foot traffic has continued to impress, even as Shake Shack has raised its prices by 2.5% over the past year. 

Texas Roadhouse: Thriving Through Price Hikes

Steakhouse chain Texas Roadhouse has enjoyed a positive few years, weathering the pandemic with aplomb before moving into an expansion phase. And this year, the chain ranked in the top five for service, food quality, and overall experience by the 2024 Datassential Top 500 Restaurant Chain.

Like Shake Shack, Texas Roadhouse has raised its prices over the past year – three times – while maintaining impressive visit metrics. Between January and August 2024, foot traffic to the steakhouse grew by 9.7% YoY, outpacing visits to the overall FSR segment by wide margins. 

This foot traffic growth is fueled not only by expansion but also by the chain's ability to draw traffic during quieter dayparts like weekday afternoons, while at the same time capitalizing on high-traffic times like weekends. Some 27.7% of weekday visits to Texas Roadhouse take place between 3:00 PM and 6:00 PM – compared to just 18.9% for the broader FSR segment – thanks to the chain’s happy hour offerings early dining specials. And 43.3% of visits to the popular steakhouse take place on Saturdays and Sundays, when many diners are increasingly choosing to splurge on restaurant meals, compared to 38.4% for the wider category.

QSR Limited-Time Offers (LTOs) to the Rescue

Though rising costs have been on everybody’s minds, summer 2024 may be best remembered as the summer of value – with many quick-service restaurants seeking to counter higher prices by embracing Limited-Time Offers (LTOs). These LTOs offered diners the opportunity to save at the register and get more bang for their buck – while boosting visits at QSR chains across the country. 

Hardee’s August Combo Deal: A Recipe for Loyalty

Limited time offers such as discounted meals and combo offers can encourage frequent visits, and Hardee’s $5.99 "Original Bag" combo, launched in August 2024, did just that. The combo allowed diners to mix and match popular items like the Double Cheeseburger and Hand-Breaded Chicken Tender Wraps, offering both variety and affordability. And visits to the chain during the month of August 2024 were 4.9% higher than Hardee’s year-to-date (YTD) monthly visit average.

August’s LTO also drove up Hardee’s already-impressive loyalty rates. Between May and July 2024, 40.1% to 43.4% of visits came from customers who visited Hardee’s at least three times during the month, likely encouraged by Hardee’s top-ranking loyalty program. But in August, Hardee’s share of loyal visits jumped to 51.5%, highlighting just how receptive many diners are to eating out – as long as they feel they are getting their money’s worth. 

McDonald’s Special Meal Deal

McDonald’s launched its own limited-time offer in late June 2024, aimed at providing value to budget-conscious consumers. And the LTO – McDonald’s foray into this summer’s QSR value wars – was such a resounding success that the fast-food leader decided to extend the deal into December. 

McDonald’s LTO drove foot traffic to restaurants nationwide. But a closer look at the chain’s regional captured markets shows that the offer resonated particularly well with “Young Urban Singles” – a segment group defined by Spatial.ai's PersonaLive dataset as young singles beginning their careers in trade jobs. McDonald's locations in states where the captured market shares of this demographic surpassed statewide averages by wider margins saw bigger visit boosts in July 2024 – and the correlation was a strong one.  

For example, the share of “Young Urban Singles” in McDonald’s Massachusetts captured market was 56.0% higher than the Massachusetts statewide baseline – and the chain saw a 10.6% visit boost in July 2024, compared to the chain's statewide H1 2024 monthly average. But in Florida, where McDonald’s captured markets were over-indexed for “Young Urban Singles” by just 13% compared to the statewide average, foot traffic jumped in July 2024 by a relatively modest 7.3%. 

These young, price-conscious consumers, who are receptive to spending their discretionary income on dining out, are not the sole driver of McDonald’s LTO foot traffic success. Still, the promotion’s outsize performance in areas where McDonald’s attracts higher-than-average shares of Young Urban Singles shows that the offering was well-tailored to meet the particular needs and preferences of this key demographic. 

Michelin Star Success 

While QSR, fast-casual, and FSR chains have largely boosted foot traffic through deals and specials, reputation is another powerful way to attract diners. Restaurants that earn a coveted Michelin Star often see a surge in visits, as was the case for Causa – a Peruvian dining destination in Washington, D.C. The restaurant received its first Michelin Star in November 2023, a major milestone for Chef Carlos Delgado.

The Michelin Star elevated the restaurant's profile, drawing in affluent diners who prioritize exclusivity and are less sensitive to price increases. Since the award, Causa saw its share of the "Power Elite" segment group in its captured market increase from 24.7% to 26.6%. Diners were also more willing to travel for the opportunity to partake in the Causa experience: In the six months following the award, some 40.3% of visitors to the restaurant came from more than ten miles away, compared to just 30.3% in the six months prior.

These data points highlight the power of a Michelin Star to increase a restaurant’s draw and attract more affluent audiences – allowing it to raise prices without losing its core clientele. Wealthier diners often seek unique culinary experiences, where price is less of a concern, making these establishments more resilient to inflation than more venues that serve more price-sensitive customers.

The Final Plate

Dining preferences continue to evolve as restaurants adapt to a rapidly changing culinary landscape. From the rise in fast-casual dining to the benefits of limited-time offers, the analyzed restaurant categories are determining how to best reach their target audiences. By staying up-to-date with what people are eating, these restaurant categories can hope to continue bringing customers through the door. 

INSIDER
The Rising Stars: Six Metro Areas Welcoming Young Professionals
Find out which metro areas are seeing positive net migration and discover what might be drawing newcomers to these cities.
September 23, 2024
3 minutes

The COVID-19 pandemic – and the subsequent shift to remote work – has fundamentally redefined where and how people live and work, creating new opportunities for smaller cities to thrive. 

But where are relocators going in 2024 – and what are they looking for? This post dives into the data for several CBSAs with populations ranging from 500K to 2.5 million that have seen positive net domestic migration over the past several years – where population inflow outpaces outflow. Who is moving to these hubs, and what is drawing them? 

CBSAs on the Rise

The past few years have seen a shift in where people are moving. While major metropolitan areas like New York still attract newcomers, smaller cities, which offer a balance of affordability, livability, and career opportunities, are becoming attractive alternatives for those looking to relocate. 

Between July 2020 and July 2024, for example, the Austin-Round Rock-Georgetown, TX CBSA, saw net domestic migration of 3.6% – not surprising, given the city of Austin’s ranking among U.S. News and World Report’s top places to live in 2024-5. Raleigh-Cary, NC, which also made the list, experienced net population inflow of 2.6%. And other metro areas, including Fayetteville-Springdale-Rogers, AR (3.3%), Des Moines-West Des Moines, IA (1.4%), Oklahoma City, OK (1.1%), and Madison, WI (0.6%) have seen more domestic relocators moving in than out over the past four years.

All of these CBSAs have also continued to see positive net migration over the past 12 months – highlighting their continued appeal into 2024.

Younger and Hungrier

What is driving domestic migration to these hubs? While these metropolitan areas span various regions of the country, they share a common characteristic: They all attract residents coming, on average, from CBSAs with younger and less affluent populations. 

Between July 2020 and July 2024, for example, relocators to high-income Raleigh, NC – where the median household income (HHI) stands at $84K – tended to hail from CBSAs with a significantly lower weighted median HHI ($66.9K). Similarly, those moving to Austin, TX – where the median HHI is $85.4K – tended to come from regions with a median HHI of $69.9K. This pattern suggests that these cities offer newcomers an aspirational leap in both career and financial prospects.

Moreover, most of these CBSAs are drawing residents with a younger weighted median age than that of their existing residents, reinforcing their appeal as destinations for those still establishing and growing their careers. Des Moines and Oklahoma City, in particular, saw the largest gaps between the median age of newcomers and that of the existing population.

Housing and Jobs: Upgrading and Improving

Career opportunities and affordable housing are major drivers of migration, and data from Niche’s Neighborhood Grades suggests that these CBSAs attract newcomers due to their strong performance in both areas. All of the analyzed CBSAs had better "Jobs" and "Housing" grades compared to the regions from which people migrated. For example, Austin, Texas received the highest "Jobs" rating with an A-, while most new arrivals came from areas where the "Jobs" grade was a B. 

While the other analyzed CBSAs showed smaller improvements in job ratings, the combination of improvements in both “Jobs” and “Housing” make them appealing destinations for those seeking better economic opportunities and affordability.

Final Grades

Young professionals may be more open than ever to living in smaller metro areas, offering opportunities for cities like Austin and Raleigh to thrive. And the demographic analysis of newcomers to these CBSAs underscores their appeal to individuals seeking job opportunities and upward mobility. 

Will these CBSAs continue to attract newcomers and cement their status as vibrant, opportunity-rich hubs for young professionals? And how will this new mix of population impact these growing markets?

Visit Placer.ai to keep up with the latest data-driven civic news. 

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