.svg)
About the Placer.ai Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country.
Shopping centers started the year off strong with year-over-year growth across all mall formats analyzed: January 2025 visits increased by 5.5% for indoor malls and by 2.9% and 2.7% for open-air shopping centers and outlet malls, respectively, compared to January 2024. The January visit growth is particularly impressive given this year’s arctic blast which kept many consumers home for much of the month.
Relatively few mall-goers visit the mall twice (or more) in one month. Open-air shopping centers have the highest rate of returning monthly visitors – likely thanks to their extensive dining and entertainment options – but even this format only sees around a third of its visitors heading to an open-air shopping center more than once a month.
Comparing the share of returning visitors in January 2024 and 2025 for each format reveals that the share of returning (2+ times) visitors decreased YoY in January 2025, even as overall traffic increased. This means that last month’s visit growth was primarily driven by casual visitors, and could indicate that interest in malls is moving beyond regular patrons as the format now gains new customers – boding well for shopping centers’ potential in 2025.
Even though January visits increased YoY, traffic was still (expectedly) significantly lower than it was in December. The holidays are malls’ busiest season, and traffic between December 2024 and January 2025 dropped 36.1%, on average, across the three formats. And diving into the data reveals several shifts in audience profile and visitor behavior between December and January.
In terms of visitor behavior, dwell time across the three mall formats fell in January compared to December, indicating that all three shopping center types enjoy an increase in both the quantity and the quality of visits over the holiday season. The increase in dwell time in December seemed correlated with the increase in holiday visits: Outlet malls, which received the largest holiday visit boost, also had the biggest difference in dwell time between December and January (73.8 minutes compared to 68.7 minutes, or a 6.9% increase in dwell time in December). Meanwhile, open-air shopping centers, which received the smallest holiday visit boost, also saw the smallest difference in dwell time between December and January.
In terms of audience profile, the holidays seemed to drive more visits from members of households with children to all mall formats. This is likely due to several factors, including parents looking for a one-stop-shop for their gift lists and to the numerous family-friendly holiday activities offered by malls across the country, such as mall Santas and holiday markets.
The January 2025 Mall Index data suggests significant growth potential for malls in 2025. The increase in one-off visits may indicate that malls are attracting a broader audience, signaling an opportunity for retailers and shopping centers to convert these casual visitors into loyal customers. Will malls leverage this momentum to ensure that today’s occasional mall-goers become tomorrow’s repeat shoppers?
Visit placer.ai to find out.
The Kansas City Chiefs and the Philadelphia Eagles will face off in Super Bowl LIX on Sunday in a rematch of the Super Bowl two years ago. And on their journeys to the big game, each team hosted a conference championship in their home stadium – in both the 2023 and 2025 playoffs. How did the visitors to these games compare, and what might it mean for this Super Bowl sequel? Read on to find out.
The AFC and NFC Championships determine the teams that will play in the Super Bowl – and die hard fans travel from near and far to attend big games.
The AFC Championship in both 2023 (for the 2022 season) and 2025 (for the 2024 season) took place at GEHA Field at Arrowhead Stadium – home of the Kansas City Chiefs – with the Chiefs playing the Cincinnati Bengals in 2023 and the Buffalo Bills in 2025. In 2025, GEHA Field at Arrowhead Stadium saw an increased share of visitors traveling less than 30 miles to the stadium (45.1%), compared to 2023 (43.6%). Fans tend to rally around a winning team, and an increase in local attendees suggests a boost in support from the Chief’s core fanbase in the Kansas City, MO area as the team looked to take another step towards winning three straight Super Bowls. But the stadium also received an elevated share of attendees traveling 100-250 miles to the stadium in 2025 (24.7%) compared to 2023 (21.5%) – a distance that includes Omaha, NE, Tulsa, OK, and Wichita, KS – indicating that Chiefs Kingdom has also bolstered its strongholds somewhat further away over the last two years.
On the NFC side, the Philadelphia Eagles played at their home stadium – Lincoln Financial Field – in both the 2023 NFC Championship (for the 2022 season) against the San Francisco 49ers and the 2025 NFC Championship (for the 2024 season) against the Washington Commanders. And between 2023 and 2025, the share of visitors who traveled between 100-250 miles to Lincoln Financial Field doubled (from 6.0% to 12.0%) – likely thanks to the D.C. area fans who made the trip to cheer on the Washington Commanders in 2025. The share of attendees who traveled between 30-100 miles also increased in 2025 relative to 2023 (23.4% vs. 21.5%), which could reflect visitors from areas adjacent to Philadelphia and Washington D.C. who also support one of the two competing NFC East teams.
During the upcoming Super Bowl at Caesars Stadium in New Orleans, LA, neither team will have home-field advantage. But if past Super Bowls provide any indication, a sizable local audience is to be expected, along with fans traveling from the teams’ hometowns and other large population centers.
Analyzing the audience segmentation of the stadium visitors at the 2023 and 2025 AFC and NFC Championships can provide further insight into the fans that were in attendance – and those who might attend the Super Bowl.
Despite the geographical distance between GEHA Field at Arrowhead Stadium in the Midwest and Lincoln Financial Field in the Mid-Atlantic, their audiences during these high-profile contests were surprisingly similar. Trade area analysis of the two stadiums combined with the Spatial.ai: PersonaLive dataset revealed that the “Ultra Wealthy Families,” “Upper Suburban Diverse Families,” “Wealthy Suburban Families,” and “Young Professionals” segments were the largest audience groups in the captured markets of both stadiums for the 2023 and 2025 Conference Championships. (A venue’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the venue’s visitor base.)
This suggests that despite regional differences and ticket-price differentials, for the biggest games, fans in the stands come from relatively similar households. This may also be the case for the Super Bowl, which rotates annually between NFL stadiums.
Moving on from the Conference Championships, the stakes will be even higher this coming Sunday at Super Bowl LIX. How will visitation and demographic patterns stack up?Visit Placer.ai to find out.
Shake Shack and Wingstop, two major names in the fast-casual and quick-service restaurant category, have had a standout year. Both chains enjoyed impressive visits while executing wide-ranging expansion strategies.
We dive into the location analytics for both brands to recap 2024’s success.
Shake Shack and Wingstop performed extremely well in 2024, with visits up 21.7% and 23.0%, respectively, compared to 2023 – thanks in large part to aggressive fleet expansions. Both chains enjoyed their strongest year-over-year (YoY) visit growth in the first half of the year, with H1 2024 visits to Shake Shack up 26.0% and to Wingstop up 28.7% compared to the same period in 2023. And while growth slowed down slightly towards the end of 2024, the two brands still ended the year with 16.8% (Shake Shack) and 11.6% (Wingstop) Q4 YoY visit growth – quite an impressive metric, especially given the wider dining headwinds.
Shake Shack and Wingstop are both in the midst of aggressive fleet expansions: Shake Shack opened 42 new locations and plans to triple that number in the coming years, while Wingstop added at least 138 new locations and also plans on adding hundreds of new stores in the coming years. Both companies have made suburban expansion a central focus of their growth strategies, and psychographic shifts in their captured markets over the past five years suggest this approach is working. Analyzing the chains’ visitor bases using the Esri: Tapestry dataset combined with Placer.ai captured market data reveals that Shake Shack increased the share of “Suburban Periphery” visitors in its trade area from 43.8% in 2019 to 45.4% in 2024. The share of the “Suburban Periphery” segment in Wingstop’s trade area rose from 23.8% to 24.9% during the same period. Wingstop also saw a decline in its share of “Urban Periphery” visitors while the share of the “Principal Urban Center” segment in both chains’ trade areas decreased during the analyzed period – further indicating growth in suburban markets.As more people migrate to the suburbs, offering convenient dining options outside of city centers is likely to remain a winning strategy for both chains.
While expansions helped drive the overall visit numbers up, the two chains also received several traffic spikes throughout the year driven by limited time offers (LTOs) and special menu launches. This strategy has recently proven successful for a number of QSR and fast-casual chains – Wendy’s, for example, finished 2024 with a 2.8% YoY increase in Q4 visits (0.7% YoY increase for 2024 as a whole) thanks in large part to its Krabby Patty Kollab LTO. Shake Shack received the most significant visit increase relative to its 2024 weekly visit average during its holiday special which included offers of free burgers every day from mid-December through Christmas Eve. Diners eagerly responded to the promotion, with weekly visits surging by 24.4% during the week of December 16th, 2024 relative to 2024’s weekly average. Similarly, Wingstop’s National Wing Day promo led to a 17.2% visit increase over the week of July 30th. Other promotional activities also influenced visits at these dining chains. For example, Shake Shack’s summer barbecue menu, which included a unique perk – a limited offer of “stain insurance” for customers who got excess BBQ sauce on their clothes – drove visits 13.8% higher than the weekly visit average. Similarly, Wingstop’s Summer of Flavor bundle drove visits to the chain during the week of July 22nd, 2024 by 6.6% relative to the 2024 weekly visit average. These promotions highlight the importance of creating buzz and offering exclusive deals to attract both new and returning customers.
Both Shake Shack and Wingstop enjoyed impressive visits in 2024 while expanding their fleets – but can the two chains continue this success into 2025? Visit Placer.ai/blog to keep up with the latest data-driven dining insights.
In December 2024, Saks Fifth Avenue finalized its acquisition of Neiman Marcus – forming a new parent company Saks Global. We dove into the foot traffic patterns and audience segmentation for the two department stores in order to better understand Saks Global’s positioning following the deal.
Nordstrom, Bloomingdale’s, Saks Fifth Avenue, and Neiman Marcus are four of the leading players in the luxury department store space. Analysis of the retailers’ relative visits share in 2024 reveals that Nordstrom claims the lion's share of combined visits between the four department stores (68.4% in 2024), distantly followed by Bloomingdale’s (14.9%). On their own, Saks (7.3%) and Neiman (9.5%) drive the smallest shares of visits, but together, the two department stores account for a greater share of visits than Bloomingdale’s, making Saks Global the second largest luxury department store player by share of visits.
In addition to a larger share of visits, by acquiring Neiman Marcus, Saks appears to gain an audience with a greater affinity for “accessible luxury”. Although a sizeable share of Saks’ visitors also visited a Nordstrom store (40.4%), an even larger share (just over half, or 50.1%) of Neiman’s visitors also visited the accessible luxury department stores. Some have posited that Saks Fifth Avenue could be positioned as an “accessible luxury brand”. However, the data suggests that Neiman may be better suited to compete for visits from “accessible luxury” shoppers.
Diving deeper into the retailers’ quarterly visit patterns further highlights how Saks stands to gain through its acquisition of Neiman. Of the four luxury department stores analyzed, Saks Fifth Avenue received the smallest share of its visits in Q4, while Neiman received the largest share of its visits over the holiday shopping season. So by acquiring Neiman, Saks Global benefits from a greater share of visits during a critical retail moment.
Along with visit share gains and a larger holiday boost, the acquisition of Neiman Marcus gives Saks Global access to a more affluent audience than Saks Fifth Avenue’s. Analysis of Saks Fifth Avenue and Neiman Marcus’s trade areas combined with STI:PopStats data reveals that both retailers drive traffic from households with above-average incomes – but Neiman’s audience seems to be slightly more affluent: In Q4 2024, the median household income (HHI) of Neiman’s captured market was $112.8K/year, approximately $10K/year higher than Saks Fifth Avenue’s ($102.9K/year). A more affluent audience may better position Saks Global in the exclusive luxury space, particularly as it launches Authentic Luxury Group – a platform that aims to accelerate the growth of upscale brands like Barneys New York.
Further analysis of segmentation data reveals that Neiman Marcus also brings a more family-oriented audience to the Saks ecosystem. In Q4 2024, 26.2% of households in Neiman Marcus’ captured market were households with children – relatively near the 27.0% nationwide benchmark. Meanwhile, only 23.7% of households in Saks Fifth Avenue’s captured market were households with children. This suggests that the acquisition of Neiman allows Saks Global to drive more traffic from family-oriented households previously underserved by the Saks Fifth Avenue banner. Several Saks and Neiman locations are in close proximity to each other, so it’s conceivable that Saks Global will consolidate its real estate footprint in the future. If so, understanding audience segmentation could help the new parent company decide which retailer best serves the local market.
Saks Fifth Avenue’s acquisition of Neiman Marcus strengthens Saks Global’s position in luxury retail, boosting its visits share and access to a more affluent, family-oriented audience.How will the merger impact the luxury department store space moving forward? Visit Placer.ai to find out.
2024 represented a year of transformation in U.S. luxury retail. After years of evading the impact of inflation and changing consumer behavior, ultra luxury brands and retailers began experiencing some of the challenges plaguing the wider retail space over this past year. Consumers of all income groups pulled back on spending and shifted focus towards value, which is inherently at odds with the luxury retail experience. Despite the aspirational nature of social media, many consumers who had been testing the waters of the luxury market can’t sustain their demand. There’s also been a rebound of the “accessible” luxury market, with brands like Coach and other smaller chains capturing the attention of the consumer.
How did 2024 end in terms of luxury retail visitation? Generally, visitation to luxury retail brands was down throughout the year, with visits for 2024 as a whole down 4% year-over-year. This is in stark contrast to the growth in visits we observed in 2022 and 2023, a clear signal that there’s been a shift in consumer demand for luxury brands here in the U.S. The elasticity of luxury visits waned in 2024, which could be attributed to a few factors; changes in demand for specific brands this past year or lower general demand for the categories.
The most interesting shift this past year was in the segmentation of visitors to luxury retailers. Using PersonaLive visitor segments, we observed changes in the types of demographic consumer segments visiting luxury brands. The percentage of visits by Ultra Wealthy Families increased over the past three years, with the cohort making up 20% of luxury retailers’ captured market in 2024, the largest of any visitor segment.
At the same time, we noted decreases in the share of Near-Urban Diverse Families, Young Urban Singles, and City Hopefuls in luxury retailers’ trade areas. These groups fall more into the aspirational customer segment for luxury brands, meaning that they might not be frequent shoppers or may have saved up for a large purchase. Luxury retailers now have to rely more on their traditional consumer base and have narrowed their pool of potential visitors.
Beyond the retailers themselves, luxury shopping centers also saw visitation decelerate in 2024. Looking at three key luxury centers, Americana Manhasset in Manhasset, NY, Bal Harbour Shops in Miami, and Highland Park Village in Dallas, each center slowed down compared to prior years. These shopping centers house ultra luxury brands, such as Hermes, Dior, and Chanel, as well as new luxury entrants like LoveShackFancy and beauty chain Bluemercury as well as upscale dining options; despite this strong mix of tenants, it’s clear that changing consumer behavior has impacted these centers, even those that still saw growth early in the year.
There weren’t any observable changes in visitor behavior in terms of how long visitors stayed or what day of the week they visited. All three luxury shopping centers rely heavily on weekend visitors, and as consumers pull back on the frequency of discretionary purchases, there might be less incentive to visit overall. More than 50% of Americana Manhasset and Highland Park Village’s trade area is made up of Ultra Wealthy Families, and that high concentration that once benefited luxury retailers may now present hurdles in sustaining traffic growth.
Luxury brands, despite the changing tides, are the true retail trend setters, and have the ability to pivot as needed to meet changing consumer demands. In 2024, we saw the triumphant rise of brands such as Miu Miu, Louis Vuitton and Hermes as consumers concentrated their purchases around the hottest labels. The luxury market faces more uncertainty in 2025 as the consumer fluctuates to adapt to changes across the U.S. and the need to provide a high touch experience and inherent value is critical to garner the attention of shoppers.
RBI and Yum! Brands own and operate some of the country’s most beloved and well-known dining chains. We took a look at the visit data for 2024 to see how the two companies fared in a period of economic headwinds and uncertainty.
Restaurant Brands International (RBI) and Yum! Brands are leaders in the fast food and fast casual dining segment. Each company operates four restaurants with major footprints across the country – RBI owns Tim Hortons, Burger King, Firehouse Subs, and Popeyes, and Yum! manages Pizza Hut, Taco Bell, KFC, and The Habit Burger Grill.
Yum! Brands enjoyed visit and visits per location growth in all but one quarter, capping off Q4 2024 with an 0.8% increase in visits and a 1.6% increase in visits per location on a YoY basis. RBI’s visits and visits per location, meanwhile, hovered at or just below 2023’s levels in all but one quarter of the year, highlighting the challenges facing the dining segment in 2024.
Of the four RBI brands, Popeyes enjoyed the strongest visitation patterns throughout 2024.The chain has been a standout for the past few years – likely owing to its popular chicken sandwiches – and Popeyes performed well in 2024 as well, with YoY visit growth during most quarters.
Following Popeyes in visit growth was Tim Hortons – Canada’s leading coffee chain – which saw positive momentum in the first half of 2024, though visits dipped in the latter half of the year. And though Burger King’s visits were sluggish, the chain has been focusing on optimizing its store fleets with strong results.
While overall visits across RBI’s brands were slightly below 2023 levels, their ability to remain close to last year’s numbers – and even achieve growth in some quarters – signals resilience.
Yum! Brands delivered a strong performance in 2024, buoyed by Pizza Hut and Taco Bell’s consistent growth. Taco Bell in particular stood out, driving foot traffic through promotions like its highly popular Taco Tuesday special. The chain experienced quarterly YoY visit growth throughout the year, culminating in a 2.1% increase in Q4 2024 relative to 2023.
Pizza Hut also experienced impressive visitation growth in 2024, especially in Q2. In contrast, KFC faced challenges with declining visits, while The Habit Burger Grill’s traffic remained steady, closely tracking 2023 levels.
RBI and Yum! Brands experienced ups and downs throughout 2024, with some of their chains thriving while others showed modest visit declines.
With the new year well underway, how might RBI and Yum! work to drive increased visits to their restaurants?
Visit Placer.ai for the latest data-driven dining updates.
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 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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 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.
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.
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.
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?
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.
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.
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.
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.
