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About the Placer 100 Index for Retail & Dining: The Placer 100 Index for Retail and Dining is a curated, dynamic list of leading chains that often serve as prime tenants for shopping centers and malls. The index includes chains from various industries, such as superstores, grocery, dollar stores, dining, apparel, and more. Among the notable chains featured are Walmart, Target, Costco, Kroger, Ulta Beauty, The Home Depot, McDonald’s, Chipotle, Crunch Fitness, and Trader Joe's. The goal of the list is to provide insight into the wider trends impacting the retail, dining and shopping center segments.
Visits to the Placer 100 Index chains grew over the summer, as the back to school season drove a 3.3% year-over-year (YoY) jump in August 2024 visits. And visits in September 2024 were essentially on par with September 2023 levels – indicating that shoppers did not stay home to make up for retail’s summer surge, which could signal an increased willingness to spend ahead of the critical Q4.
And indeed, the fourth quarter of the year started strong, with the Placer 100 Index up 1.4% YoY in October 2024 – and with consumer confidence recently hitting a 9-months-high, the upcoming holiday season looks particularly promising.
Chili’s Grill & Bar topped the Placer 100 October chart in terms of both overall and per-location visit growth. The chain is still riding the wave of its Big Smasher Burger success, which sent visits skyrocketing following the product’s launch in late April. Warby Parker also saw impressive increases in overall visits and in visits per location as the chain continued opening new stores and adding eye exam offerings to existing locations.
Aldi and Crunch Fitness also saw growth in both metrics, with the increase in overall visits outpacing the strong increase in visits per location – pointing to a successful expansion strategy.
Hobby Lobby and Wendy’s also experienced increases in both overall visits and visits per location in October, with different paths leading to the two chains’ October successes.
Hobby Lobby’s visits follow clear seasonal patterns. The chain’s traffic usually peaks in December, but traffic already begins to rise in August as parents and teachers stock up on supplies and classroom decorations. Visit growth then ramps up throughout September and October as consumers purchase Halloween-themed costumes and decorations. So far, Hobby Lobby appears to be having a particularly successful year, with visits outpacing last year’s numbers since the summer – and with the chain’s busiest season of the year coming up, Hobby Lobby is positioned to close out the year with a bang.
Wendy’s, meanwhile, demonstrated how chains can create their own growth opportunities without aligning with existing calendar-driven spending occasions. The chain introduced the Krabby Patty Kollab menu items on October 2nd to celebrate the 25th anniversary of "SpongeBob SquarePants,” which sent visits surging. And YoY traffic was still up four weeks later, revealing the potential of LTOs to drive up dining traffic even in the absence of a specific seasonal boost.
Which chains will top the Placer 100 Index in November?
Visit placer.ai to find out!
Note: This post utilizes data from Placer.ai Data Version 2.1. and thus reflects minor adjustments in data from previous reports.
Amazon, Dell, Goldman Sachs, Walmart, UPS – these are just a few of the major employers that have been cracking down on remote work in recent months, some requiring their teams to be on-site full time.
So with summer behind us, we dove into the data to assess the impact these accumulating RTO mandates are having on the ground. Are offices continuing to fill up, or has the office recovery run its course?
In October 2024, office visits nationwide were 34.0% below October 2019 levels. And looking at monthly fluctuations in office foot traffic over the past five years shows that the RTO remains in full swing – with last month’s visits reaching the highest point seen since February 2020.
Digging down into regional data shows that in several major hubs – including Atlanta, Dallas, Houston, Denver, Washington, D.C., Chicago, and San Francisco – October 2024 was the single busiest in-office month since COVID. And in Boston, Los Angeles, Miami, and New York, October was the second-busiest month, outpaced only by July.
Still, New York and Miami continued to lead the regional office recovery pack, with October 2024 visits in the two cities up to 86.2% and 82.6%, respectively, of 2019 levels. The two hubs, joined by Atlanta and Dallas, continued to outperform the nationwide average. And Houston, which lagged behind other major business hubs during the summer in the wake of major storms, reclaimed its position just under the nationwide baseline.
In October 2024, visits to office buildings in Washington D.C. increased 16.4% year over year (YoY), likely boosted by an RTO push meant to increase meaningful in-person work in federal agencies – though many government employees continue to telework. Boston, where office building occupancy is outperforming national levels, visits saw a 15.6% YoY uptick. And Atlanta, where major employers from UPS to NCR Voyix are requiring workers to show their faces five days a week, saw visits grow 13.8% YoY.
Nationwide, office foot traffic increased 10.1% YoY – showing that the return-to-office is still very much a work in progress.
Office attendance fosters creativity, mutual learning, and a sense of community – and can be critical for early-career success. But working from home at least some of the time offers greater flexibility that can improve employees’ work-life balance and in some cases, even enhance productivity. How will companies and employees continue to navigate the ongoing RTO?
Follow Placer.ai’s data-driven office recovery analyses to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.
With the holiday season just around the corner, we dove into the Placer.ai Mall Index to see how these shopping mainstays performed during the fall retail lull.
Following several months of roller-coaster visit trends – as August visits surged compared to last year and September visits dipped year-over-year (YoY) – mall traffic stabilized in October: Last month’s visits to indoor malls, open-air shopping centers, and outlet malls generally matched 2023 visitation trends. The closing of the YoY visit gaps may indicate that consumers are once again ready to spend following the brief September slow-down – boding well for the upcoming holiday season.
Diving into the weekly trends offers even further reasons for optimism: YoY visits over the last two full weeks of October were positive for all three mall categories, with outlet malls in particular seeing the largest YoY increases. Outlet malls’ positive performance during the second half of the month may signal a comeback for the format, which has generally lagged behind indoor malls and open-air shopping centers in recent months.
Unlike certain retail categories that enjoy Halloween-driven visit surges either on the day itself or on October 30th, malls do not appear to benefit from the spooky holiday. Analyzing daily visits reveals that October 30th visits were on par with the daily October average, while October 31st traffic actually took a hit across the three mall formats in the Placer.ai Mall Index.
The dip is likely due to shoppers putting off their mall trips and instead choosing superstores and specialty retailers such as party supply stores and liquor shops for their holiday prep. Stores hoping to avoid the Halloween dip may want to offer special promotions around the day – and managers can also use this information to optimize their staffing schedules on October 31st.
Diving into hourly visit distributions provides even more data for those looking to optimize store performance. On Halloween, indoor malls and open-air shopping centers received a larger share of their visits before 4:00 PM and relatively fewer visits in the evening when compared to an average Thursday in October. So while some consumers did come out to malls in the morning, by evening, many shoppers may have been too busy scrambling to complete their Halloween costume or stock up on candy for the evening. Meanwhile, the Halloween dip in visits to outlet malls appears to have been evenly spaced throughout the day, with hourly visit shares on October 31st closely matching the average Thursday visit distribution patterns.
Store managers operating in indoor malls or open-air shopping centers may use this data to optimize staffing for the afternoon and evening Halloween shifts, while those working at outlet malls may want to reconsider their manpower needs for the day as a whole. At the same time, those looking to draw in more foot traffic may try offering promotions that appeal to early birds or trick-or-treaters.
With October in the rearview mirror, the holiday season is kicking off. How will malls perform?
Visit placer.ai to find out.
As essential sectors of retail face a slowdown in traffic momentum, the need for unique offerings and competitive advantages is more pressing than ever. Grocery retailers have benefited from increased visits, which has kept consumers engaged with chains and their offerings, even if it hasn’t always translated into larger basket sizes. In an increasingly competitive grocery market, retailers will need to consistently prove to consumers that they’re worth the extra visit.
Specialty grocers are better positioned to meet this challenge as value-focused grocery options become more constrained. Many local and regional chains have the added benefit of nimble operating models, enabling them to quickly adapt to consumer preferences. Beyond that, these specialty chains have deeply embedded themselves in the communities they serve. Looking ahead to 2025 and the growing recognition of physical stores’ importance, the strong relationships between specialty grocery retailers and consumers could help them thrive in this evolving environment.
One specialty chain that stands out in this context is Stew Leonard’s. Beloved in the Tri-State area—an area known for outstanding grocery chains—Stew Leonard’s combines product expertise with a unique in-store experience, famously described by The New York Times as “the Disneyland of Dairy Stores.” Imagine a grocery store with animatronics and birthday parties! In an era when we need more joy in retail, Stew Leonard’s sets the gold standard. With just eight locations, each with a large footprint and a strong connection to its local community, Stew Leonard’s offers a compelling package. A robust private label program, specialty departments, and high service levels make this chain stand out without relying on promotions or low prices.
According to Placer’s foot traffic estimates, Stew Leonard’s has effectively hedged against the slowdown in growth seen by other full-price grocery chains this year. Year-to-date, the chain has experienced a 3% year-over-year increase, compared to flat growth for full-price chains. Examining trends over time, Stew Leonard’s has shown consistent, sustainable growth throughout 2022 and 2023, with an acceleration in visits in the latter half of this year, driven by the opening of its new store in Clifton, NJ.
One reason for Stew Leonard’s success is the elasticity of its consumer base. Operating in the Tri-State area allows the chain to tap into wealthier consumer segments compared to national chains. According to PersonaLive audience segmentation, Stew Leonard’s has more than double the concentration of Ultra Wealthy Families compared to full-price grocery chains, along with a high percentage of Wealthy Suburban Families. The chain also attracts a notable share of Young Urban Singles, likely drawn by its strong offerings in prepared and specialty foods.
Stew Leonard’s Danbury, CT location offers insight into the brand’s appeal to shoppers. According to Placer’s trade area metrics, 35% of visitors to this store travel from more than 10 miles away, and nearly 10% come from over 30 miles, with clusters of visits from across the Northeastern corridor.
Store-level metrics also reveal strong loyalty among Stew Leonard’s visitors. Year-to-date in 2024, over a quarter of visitors to the Danbury location visited at least four times, and 35% visited three or more times. At the same time, there is a substantial share of visitors who appear to make special, less frequent trips to the store. These visitors show high cross-visitation rates with other grocers, such as Costco and ShopRite, as well as with Stew Leonard’s own operated Wine and Spirits locations.
Stew Leonard’s exemplifies a retailer that resonates with local consumers while offering an experience that attracts visitors from further away. Its combination of unique experiences, services, and products creates a shopping experience that goes well beyond traditional retail. Even as visits slow down across the sector, specialty grocers that remain hyper-focused on their unique offerings are likely to continue drawing in customers.
In late 2022, we suggested that fitness clubs in a post-pandemic environment were better positioned to withstand a slower macroeconomic climate than in the past. This was due to lower monthly fee business models, increased workout frequency among consumers, a shift toward younger members, and reduced seasonality. With Planet Fitness reporting its Q3 2024 results this week and ten months of visitation data available for 2024, we decided to revisit that thesis—especially in light of the company’s decision to raise the monthly price of its Classic Card from $10 to $15 in late June.
In the third quarter, Planet Fitness posted systemwide same-club sales growth of 4.3% (4.5% growth in franchisee clubs and 3.4% growth in corporate-owned clubs). Approximately 50% of the Q3 2024 comp increase was driven by net member growth, with the remaining balance attributed to rate increases. Our data indicates that the decline in visitors has been relatively modest since the Classic Card price hike. Management corroborated this, noting they “expected a slight decline in membership in Q3 2024, which was more than offset by the rate improvement on the Classic Card and a higher Black Card mix.”
During the quarter, 63.1% of Planet Fitness members were Black Card members (paying $25 per month), up from 62.1% in the same period last year. Management noted that new members are increasingly opting for the higher-priced Black Card membership, likely due to the added value of extra amenities, including access to all club locations, unlimited guest privileges, unlimited use of massage chairs and tanning beds, and discounts on cooler drinks, compared to the base membership.
Planet Fitness’ visit-per-location trends further support our thesis that fitness clubs are more resilient to macroeconomic pressures than they were pre-pandemic. In 2019, Planet Fitness averaged nearly 92,000 visits per location in the first quarter, dropping to 68,000 in the fourth quarter—a 25% decrease. This year, Planet Fitness again began with 92,000 visits per location in the first quarter and is projected to close the year with 76,000-78,000 visits per location. This would represent a year-end decrease in the mid-teens, indicating a more stable membership base and lower churn rates than in past years.
Fitness clubs still face challenges in today’s consumer environment. For instance, Equinox-owned Blink Fitness filed for bankruptcy earlier this year, citing pandemic-related deferred rent payments and other factors in its filing. (On a related note, Planet Fitness reportedly made a bid for Blink Fitness this week.) Nonetheless, Planet Fitness' resilience underscores that fitness club unit economics have evolved over the past several years, potentially making them better equipped to handle diverse consumer environments.
While consumer confidence appears optimistic heading into the holidays, and businesses are feeling more assured now that the election is over, thrifting continues to benefit from tailwinds driven by last year's inflationary pressures, the shift toward sustainability, and Gen Z’s desire for unique items.
We analyzed year-over-year traffic for well-established chains like Goodwill and Salvation Army, as well as for smaller chains like Buffalo Exchange and Crossroads Trading Co. Among these, Savers Thrift Store has experienced the highest growth rate in recent months, with Goodwill also showing consistent increases compared to last year.
The thrift store footprint is quite strong nationwide, with a concentration of stores in the eastern half of the country and along the West Coast.
Thrifting is no longer just for lower-income households. In a sign of its upmarket appeal, over 1 in 10 of thrift store captured trade areas are now the "Upper Suburban Diverse Families" segment, and another 1 in 10 are from "Wealthy Suburban Families" according to PersonaLive customer segments. The chart below filters for visitors with a dwell time of at least 10 minutes, indicating that these segments aren’t merely dropping off donations—they’re sticking around to treasure hunt. The thrill of finding a hidden gem has been widely shared on social media platforms like TikTok, where one lucky shopper recently discovered a $6,000 couture wedding dress for the unbelievable price of $25 at Goodwill.
While Goodwill is undoubtedly the largest player in this field, with roughly ten times the visits of its nearest competitor, a substantial share of visits also goes to Plato’s Closet (with over 400 stores tracked by Placer), Salvation Army Stores (400+ tracked by Placer), and Savers Thrift Stores (100+ tracked by Placer). Interestingly, although Savers has just a quarter of the number of stores, its yearly visits nearly match those of Plato’s Closet and Salvation Army Stores during certain months of the year.
Plato’s Closet sees a notable spike in late July and early August, aligning with back-to-school shopping season. With its focus on teens and young adults and an emphasis on popular and fast-fashion brands, it’s no surprise that this chain resonates strongly with its youthful audience.
This past season, one of the major trends has been a love for all things '90s. Popular items include handkerchief hems, baby tees, crop tops, straight jeans, mom jeans, flared jeans (essentially anything but skinny jeans), and, of course, the essential graphic tee. Thrifters are on the hunt for that perfect vintage piece—something unique to wear to a concert or party and, most importantly, to showcase on social media.
1. Market Divergence: While San Francisco's return-to-office trends have stabilized, Los Angeles is increasingly lagging behind national averages with office visits down 46.6% compared to pre-pandemic levels as of June 2025.
2. Commuter Pattern Shifts: Los Angeles faces a persistent decline in out-of-market commuters while San Francisco's share of out-of-market commuters has recovered slightly, indicating deeper structural challenges in LA's office market recovery.
3. Visit vs. Visitor Gap: Unlike other markets where increased visits per worker offset declining visitor numbers, Los Angeles saw both metrics decline year-over-year, suggesting fundamental workforce retention issues.
4. Century City Exception: Century City emerges as LA's strongest office submarket with visits only 28.1% below pre-pandemic levels, driven by its premium amenities and strategic location adjacent to Westfield Century City shopping center.
5. Demographic Advantage: Century City's success may stem from its success in attracting affluent, educated young professionals who value lifestyle integration and are more likely to maintain consistent office attendance in hybrid work arrangements.
While return-to-office trends have stabilized in many markets nationwide, Los Angeles and San Francisco face unique challenges that set them apart from national patterns. This report examines the divergent trajectories of these two major West Coast markets, with particular focus on Los Angeles' ongoing struggles and the emergence of one specific submarket that bucks broader trends.
Through analysis of commuter patterns, demographic shifts, and localized performance data, we explore how factors ranging from out-of-market workforce changes to amenity-driven location advantages are reshaping the competitive landscape for office real estate in Southern California.
Both Los Angeles and San Francisco continue to significantly underperform the national office occupancy average. In June 2025, average nationwide visits to office buildings were 30.5% below January 2019 levels, compared to a 46.6% and 46.4% decline in visits to Los Angeles and San Francisco offices, respectively.
While both cities now show similar RTO rates, they arrived there through different trajectories. San Francisco has consistently lagged behind national return-to-office levels since pandemic restrictions first lifted.
Los Angeles, however, initially mirrored nationwide trends before its office market began diverging and falling behind around mid-2022.
The decline in office visits in Los Angeles and San Francisco can be partly attributed to fewer out-of-market commuters. Both cities saw significant drops in the percentage of employees who live outside the city but commute to work between H1 2019 and H1 2023.
However, here too, the two cities diverged in recent years: San Francisco's share of out-of-market commuters relative to local employees rebounded between 2023 and 2024, while Los Angeles' continued to decline – another indication that LA's RTO is decelerating as San Francisco stabilizes.
Like in other markets, Los Angeles saw a larger drop in office visits than in office visitors when comparing current trends to pre-pandemic levels. This is consistent with the shift to hybrid work arrangements, where many of the workers who returned to the office are coming in less frequently than before the pandemic, leading to a larger drop in visits compared to the drop in visitors.
But looking at the trajectory of RTO more recently shows that in most markets – including San Francisco – office visits are up year-over-year (YoY) while visitor numbers are down. This suggests that the workers slated to return to the office have already done so, and increasing the numbers of visits per visitor is now the path towards increased office occupancy.
In Los Angeles, visits also outperformed visitors – but both figures were down YoY (the gap in visits was smaller than the gap in visitors). So while the visitors who did head to the office in LA in Q2 2025 clocked in more visits per person compared to Q2 2024, the increase in visits per visitor was not enough to offset the decline in office visitors.
While Los Angeles may be lagging in terms of its overall office recovery, the city does have pockets of strength – most notably Century City. In Q2 2025, the number of inbound commuters visiting the neighborhood was just 24.7% lower than it was in Q2 2019 and higher (+1.0%) than last year's levels.
According to Colliers' Q2 2025 report, Century City accounts for 27% of year-to-date leasing activity in West Los Angeles – more than double any other submarket – and commands the highest asking rental rates. The area benefits from Trophy and Class A office towers that may create a flight-to-quality dynamic where tenants migrate from urban core locations to this Westside submarket.
The submarket's success is likely bolstered by its strategic location adjacent to Westfield Century City shopping center – visit data reveals that 45% of weekday commuters to Century City also visited Westfield Century City during Q2 2025. The convenience of accessing the mall's extensive retail, dining, and entertainment options during lunch breaks or after work may encourage employees to come into the office more frequently.
Perhaps thanks to its strategic locations and amenities-rich office buildings, Century City succeeds in attracting relatively affluent office workers.
Century City's office submarket has a higher median trade area household income (HHI) than either mid-Wilshire or Downtown LA. The neighborhood also attracts significant shares of the "Educated Urbanite" Spatial.ai: PersonaLive segment – defined as "well educated young singles living in dense urban areas working relatively high paying jobs".
This demographic typically has fewer family obligations and greater flexibility in their work arrangements, making them more likely to embrace hybrid schedules that include regular office attendance. Affluent singles also tend to value the lifestyle amenities and networking opportunities that come with working in a premium office environment like Century City: This demographic is often in career-building phases where in-person collaboration and visibility matter more, driving consistent office utilization that helps sustain the submarket's performance even as other LA office areas struggle with lower occupancy rates.
The higher disposable income of this audience also aligns well with the submarket's upscale retail and dining options at nearby Westfield Century City, creating a mutually reinforcing ecosystem where the office environment and surrounding amenities cater to their preferences.
As the broader Los Angeles market grapples with a shrinking commuter base and declining office utilization, the performance gap between premium, amenity-rich locations and traditional office districts is likely to widen. For investors and tenants alike, these trends underscore the growing importance of location quality, demographic targeting, and lifestyle integration in determining long-term office market viability across Southern California.
Century City's success – anchored by its affluent, career-focused workforce and integrated lifestyle amenities – can offer a blueprint for office market resilience in the hybrid work era.
1. Appetite for offline retail & dining is stronger than ever. Both retail and dining visits were higher in H1 2025 than they were pre-pandemic.
2. Consumers are willing to go the extra mile for the perfect product or brand. The era of one-stop-shops may be waning, as many consumers now prefer to visit multiple chains or stores to score the perfect product match for every item on their shopping list.
3. Value – and value perception – gives chains a clear advantage. Value-oriented retail and dining segments have seen their visits skyrocket since the pandemic.
4. Consumer behavior has bifurcated toward budget and premium options. This trend is driving strength at the ends of the spectrum while putting pressure on many middle-market players.
5. The out-of-home entertainment landscape has been fundamentally altered. Eatertainment and museums have stabilized at a different set point than pre-COVID, while movie theater traffic trends are now characterized by box-office-driven volatility.
6. Hybrid work permanently reshaped office utilization. Visits to office buildings nationwide are still 33.3% below 2019 levels, despite RTO efforts.
The first half of 2025 marked five years since the onset of the pandemic – an event that continues to impact retail, dining, entertainment, and office visitation trends today.
This report analyzes visitation patterns in the first half of 2025 compared to H1 2019 and H1 2024 to identify some of the lasting shifts in consumer behavior over the past five years. What is driving consumers to stores and dining venues? Which categories are stabilizing at a higher visit point? Where have the traffic declines stalled? And which segments are still in flux? Read the report to find out.
In the first half of 2025, visits to both the retail and dining segments were consistently higher than they were in 2019. In both the dining and the retail space, the increases compared to pre-COVID were probably driven by significant expansions from major players, including Costco, Chick-fil-A, Raising Cane's, and Dutch Bros, which offset the numerous retail and dining closures of recent years.
The overall increase in visits indicates that, despite the ubiquity of online marketplaces and delivery services, consumer appetite for offline retail and dining remains strong – whether to browse in store, eat on-premises, collect a BOPIS order, or pick up takeaway.
A closer look at the chart above also reveals that, while both retail and dining visits have exceeded pre-pandemic levels, retail visit growth has slightly outpaced the dining traffic increase.
The larger volume of retail visits could be due to a shift in consumer behavior – from favoring convenience to prioritizing the perfect product match and exhibiting a willingness to visit multiple chains to benefit from each store's signature offering. Indeed, zooming into the superstore and grocery sector shows an increase in cross-shopping since COVID, with a larger share of visitors to major grocery chains regularly visiting superstores and wholesale clubs. It seems, then, that many consumers are no longer looking for a one-stop-shop where they can buy everything at once. Instead, shoppers may be heading to the grocery stores for some things, the dollar store for other items, and the wholesale club for a third set of products.
This trend also explains the success of limited assortment grocers in recent years – shoppers are willing to visit these stores to pick up their favorite snack or a particularly cheap store-branded basic, knowing that this will be just one of several stops on their grocery run.
Diving into the traffic data by retail category reveals that much of the growth in retail visits since COVID can be attributed to the surge in visits to value-oriented categories, such as discount & dollar stores, value grocery stores, and off-price apparel. This period has been defined by an endless array of economic obstacles like inflation, recession concerns, gas price spikes, and tariffs that all trigger an orientation to value. The shift also speaks to an ability of these categories to capitalize on swings – consumers who visited value-oriented retailers to cut costs in the short term likely continued visiting those chains even after their economic situation stabilized.
Some of the visit increases are due to the aggressive expansion strategies of leaders in those categories – including Dollar General and Dollar Tree, Aldi, and all the off-price leaders. But the dramatic increase in traffic – around 30% for all three categories since H1 2019 – also highlights the strong appetite for value-oriented offerings among today's consumers. And zooming into YoY trends shows that the visit growth is still ongoing, indicating that the demand for value has not yet reached a ceiling.
While affordable pricing has clearly driven success for value retailers, offering low prices isn't a guaranteed path to growth. Although traffic to beauty and wellness chains remains significantly higher than in 2019, this growth has now plateaued – even top performers like Ulta saw slight YoY declines following their post-pandemic surge – despite the relatively affordable price points found at these chains.
Some of the beauty visit declines likely stems from consumers cutting discretionary spending – but off-price apparel's ongoing success in the same non-essential category suggests budget constraints aren't the full story. Instead, the plateauing of beauty and drugstore visits while off-price apparel visits boom may be due to the difference in value perception: Off-price retailers are inherently associated with savings, while drugstores and beauty retailers, despite carrying affordable items, lack that same value-driven brand positioning. This may suggest that in today's market, perceived value matters as much as actual affordability.
Another indicator of the importance of value perception is the decline in visits to chains selling bigger-ticket items – both home furnishing chains and electronic stores saw double-digit drops in traffic since H1 2019.
And looking at YoY trends shows that visits here have stabilized – like in the beauty and drugstore categories – suggesting that these sectors have reached a new baseline that reflects permanently shifted consumer priorities around discretionary spending.
A major post-pandemic consumer trend has been the bifurcation of consumer spending – with high-end chains and discount retailers thriving while the middle falls behind. This trend is particularly evident in the apparel space – although off-price visits have taken off since 2019 (as illustrated in the earlier graph) overall apparel traffic declined dramatically – while luxury apparel traffic is 7.6% higher than in 2019.
Dining traffic trends also illustrate this shift: Categories that typically offer lower price points such as QSR, fast casual, and coffee have expanded significantly since 2019, as has the upscale & fine dining segment. But casual dining – which includes classic full-service chains such as Red Lobster, Applebee's, and TGI Fridays – has seen its footprint shrink in recent years as consumers trade down to lower-priced options or visit higher-end venues for special occasions.
Chili's has been a major exception to the casual dining downturn, largely driven by the chain's success in cementing its value-perception among consumers – suggesting that casual dining chains can still shine in the current climate by positioning themselves as leaders in value.
Consumers' current value orientation seems to be having an impact beyond the retail and dining space: When budgets are tight, spending money in one place means having less money to spend in another – and recent data suggests that the consumer resilience in retail and dining may be coming at the expense of travel – or perhaps experiences more generally.
While airport visits from domestic travelers were up compared to pre-COVID, diving into the data reveals that the growth is mostly driven by frequent travelers visiting airports two or more times in a month. Meanwhile, the number of more casual travelers – those visiting airports no more than once a month – is lower than it was in 2019.
This may suggest that – despite consumers' self-reported preferences for "memorable, shareable moments" – at least some Americans are actually de-prioritizing experiences in the first half of 2025, and choosing instead to spend their budgets in retail and dining venues.
The out of home entertainment landscape has also undergone a significant change since COVID – and the sector seems to have settled into a new equilibrium, though for part of the sector, the equilibrium is marked by consistent volatility.
Eatertainment chains – led by significant expansions from venues like Top Golf – saw a 5.5% visit increase compared to pre-pandemic levels, though YoY growth remained modest at 1.1%. On the other hand, H1 2025 museum traffic fell 10.9% below 2019 levels with flat YoY performance (+0.2%). The minimal year-over-year changes in both categories suggest that these entertainment segments have found their new post-COVID equilibrium.
The rise of eatertainment alongside the drop in museum visits may also reflect the intense focus on value for today's consumers. Museums in 2025 offer essentially the same value proposition that they offered in 2019 – and for some, that value proposition may no longer justify the entrance fee. But eatertainment has gained popularity in recent years as a format that offers consumers more bang for their buck relative to stand-alone dining or entertainment venues – which makes it the perfect candidate for success in today's value-driven consumer landscape.
But movie theaters traffic trends are still evolving – even accounting for venue closures, visits in H1 2025 were well below H1 2019 levels. But compared to 2024, movie traffic was also up – buoyed by the release of several blockbusters that drove audiences back to cinemas in the first half of 2025. So while the segment is still far from its pre-COVID baseline, movie theaters retain the potential for significant traffic spikes when compelling content drives consumer demand.
The blockbuster-driven YoY increase can perhaps also be linked to consumers' spending caution. With budgets tight, movie-goers may want to make sure that they're spending time and money on films they are sure to enjoy – taking fewer risks than they did in 2019, when movie tickets and concession prices were lower and consumers were less budget-conscious.
H1 2025 also brought some moderate good news on the return to office (RTO) front, with YoY visits nationwide up 2.1% and most offices seeing YoY office visit increases – perhaps due to the plethora of RTO mandates from major companies. But comparing office visitation levels to pre pandemic levels highlights the way left to go – nationwide visits were 33.3% below H1 2019 levels in H1 2025, with even RTO leaders New York and Miami still seeing 11.9% and 16.1% visit gaps, respectively.
So while the data suggests that the office recovery story is still being written – with visits inching up slowly – the substantial gap from pre-pandemic levels suggests that remote and hybrid work models have fundamentally reshaped office utilization patterns.
Five years post-pandemic, consumer behavior across the retail, dining, entertainment, and office spaces has crystallized into distinct new patterns.
Traffic to retail and dining venues now surpasses pre-pandemic levels, driven primarily by value-focused segments. But retail and dining segments that cater to higher income consumers –such as luxury apparel and fine dining – have also stabilized at a higher level, highlighting the bifurcation of consumer behavior that has emerged in recent years. Entertainment formats show more variability – while eatertainment traffic has settled above and museums below 2019 levels, and movie theaters still seeking stability. Office spaces remain the laggard, with visits well below pre-pandemic levels despite corporate return-to-office initiatives showing modest impact.
It seems, then, that the new consumer landscape rewards businesses that can clearly articulate their value proposition to attract consumers' increasingly selective spending and time allocation – or offer a premium product or experience catering to higher-income audiences.
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1. Overall dining traffic is mostly flat, but growth is concentrated in specific areas.
While nationwide dining visits were nearly unchanged in early 2025, western states like Utah, Idaho, and Nevada showed moderate growth, while states in the Midwest and South, along with Washington D.C., saw declines.
2. Fine dining and coffee chains are growing through expansion, not just busier locations.
These two segments were the only ones to see an increase in total visits, but their visits-per-location actually decreased, indicating that opening new stores is the primary driver of their growth.
3. Higher-income diners are driving the growth in resilient categories.
The segments that saw visit growth—fine dining and coffee—also attracted customers with the highest median household incomes, suggesting that affluent consumers are still spending on dining despite economic headwinds.
4. Remote work continues to reshape dining habits.
The share of suburban customers at fine dining establishments has increased since 2019, while it has decreased for coffee chains. This reflects a shift towards "destination" dining closer to home and away from commute-based coffee runs.
5. Limited-service restaurants own the weekdays; full-service restaurants win the weekend.
QSR, fast casual, and coffee chains see the majority of their traffic from Monday to Friday, whereas casual and fine dining see a significant spike in visits on weekends.
6. Each dining segment dominates a specific time of day.
Consumer visits are highly predictable by the hour: coffee leads in the early morning, fast casual peaks at lunch, casual dining takes the afternoon, fine dining owns the dinner slot, and QSR captures the late-night crowd.
Overall dining visits held relatively steady in the first five months of 2025, with year-over-year (YoY) visits to the category down 0.5% for January to May 2025 compared to the same period in 2024. Most of the country saw slight declines (less than 2.0%), though some states and districts experienced larger drops: Washington, D.C, saw the largest visit gap (-3.6% YoY), followed by Kansas and North Dakota (-2.9%), Arkansas (-2.8%), Missouri and Kentucky (-2.6%), Oklahoma (-2.1%), and Louisiana (-2.0%).
Still, there were several pockets of moderate dining strength, specifically in the west of the United States. January to May 2025 dining visits in Utah, Idaho, and Nevada increased 1.8% to 2.4% YoY, while the coastal states saw traffic rise 0.6% (California) to 1.2% (Washington). Vermont also saw a slight increase in dining visits (+1.9%).
Diving into visit trends by dining segment shows that fine dining and coffee saw the strongest overall visit trends, with visits to the segments up 1.3% and 2.6% YoY, respectively, between January and May 2025. But visits per location trends were negative for both segments – a decline of 0.8% YoY for fine dining and 1.8% for coffee during the period – suggesting that much of the visit strength is due to expansions rather than more crowded restaurants and coffee shops.
In contrast, full-service casual dining saw overall visits decrease by 1.5%, while visits per location remained stable (+0.2%) YoY between January and May 2025. Several casual dining chains have rightsized in the past twelve months – including Red Lobster, TGI Fridays, and Outback Steakhouse – which impacted overall visit numbers. But the data seems to show that their rightsizing was effective, as the remaining locations successfully absorbed the traffic and maintained performance levels from the previous year. And the monthly data also provides much reason for optimism, with May traffic up both overall and on a visit per location basis – suggesting that the casual dining segment is well positioned for growth in the second half of 2025.
Meanwhile, QSR and fast casual chains saw similar minor visits per venue dips (-1.5% and -1.2%, respectively). At the same time, QSR also saw an overall visit dip (-0.8%) while traffic to fast casual chains increased slightly (+0.3%) – suggesting that the fast casual segment is expanding more aggressively than QSR. But the two segments decoupled somewhat in May, with overall traffic and visits per venue to fast casual chains up YoY while traffic remained flat and visits per venue fell slightly for QSR – perhaps due to the relatively greater affluence of fast casual's consumer base.
Analyzing the income levels of visitors to the various dining segments over time shows that each segment followed a slightly different trend – and the differences in visitor income may help explain some of the current traffic patterns.
The only three segments with YoY visit growth – casual dining, fine dining, and coffee – also had the highest captured market median household income (HHI). Although the median HHI in the captured market of upscale and fine dining chains fell after COVID, it has risen back steadily over time and now stands at $98.0K – slightly higher than the $97.1K median HHI between January to May 2019. This may explain the segment's resilience in the face of wider consumer headwinds. Meanwhile, the median HHI at fast casual and coffee chains has fallen slightly, perhaps due to aggressive expansions in the space – including Dave's Hot Chicken and Dutch Bros – which likely broadened the reach of the segments, driving visits up and trade area median HHI down.
Like fine dining, casual dining also saw its trade area median HHI increase slightly over time – but the segment has still been facing visit dips. This could mean that, even though consumers trading down to casual dining may have boosted the trade area median HHI for the segment, it still might not have been enough to make up for the customers lost to tighter budgets.
The QSR segment saw its trade area median HHI remain remarkably steady – and visits to the segment have also been quite consistent – staying between $70.6K and $70.9K between 2019 and 2025 – which may explain why the segment's visits remained relatively stable YoY.
Diving into the psychographic segmentation shows that, although the fine dining segment attracted visitors from the highest-income areas between January and May 2025, fast casual chains drew the highest share of visitors from suburban areas, followed by casual dining and coffee. QSR attracted the smallest share of suburban visitors, with just 30.5% of the category's captured market between January and May 2025 belonging to Spatial.ai: PersonaLive suburban segments.
But looking at the data since 2019 reveals small but significant changes in the shares of suburban audiences in some categories' captured markets. And although the percentage changes are slight, these represent hundreds of thousands of diners every year.
The data shows that shares of suburban segments in the captured markets of fine dining chains have increased, while their share in the captured market of coffee chains has decreased. The shares of suburban visitors to QSR, fast casual, and casual chains have remained relatively steady.
This may suggest that the COVID-19 pandemic and the subsequent rise of remote and hybrid work models are still impacting consumer dining habits, benefiting destination-worthy experiences in suburban locales such as fine dining chains while reducing the necessity of daily coffee runs that were often tied to commuting and office work. Meanwhile, the stability in QSR, fast casual, and casual dining segments could indicate that these categories continue to meet consistent suburban demand for convenience and everyday dining, largely unaffected by the redistribution seen in the fine dining and coffee sectors.
Although QSR, fast casual, casual dining, fine dining, and coffee all fall under the wider dining umbrella, the data shows distinct consumer behavior patterns regarding visits to these five categories.
Limited service segments, including QSR, fast casual, and coffee tend to see higher shares of visits on weekdays, while full service segments – casual dining and fine dining – receive higher shares of weekend visits. Diving deeper shows that QSR has the largest share of weekday visits, with 72.3% of traffic coming in between Monday and Friday, followed by fast casual (69.8% of visits on weekdays) and coffee (69.4% of visits on weekdays.) Looking at trends within the work week shows that QSR receives a slightly larger visit share between Monday and Thursday compared to the other limited service segments. Meanwhile, coffee seems to receive the smallest share of Friday visits – 16.3% compared to 17.0% for fast casual and 17.2% for QSR.
On the full-service side, casual dining and fine dining chains have relatively similar shares of weekend visits (39.0% and 38.8%, respectively), but fine dining also sees an uptick of visits on Fridays (with 19.1% of weekly visits) as consumers choose to start the weekend on a festive note.
Hourly visit patterns also show variability between the segments. Coffee is the unsurprising leader of early visits, with 14.6% of visits taking place before 8 AM and, almost two-thirds (64.9%) of visits taking place before 2 PM. Fast casual leads the lunch rush (29.4% of visits between 11 AM and 2 PM), casual dining chains receive the largest share of afternoon (2 PM to 5 PM) visits, and fine dining chains receive the largest share of dinner visits, with almost 70% of visits taking place between 5 PM and 11 PM. QSR leads the late night visit share – 4.1% of visits take place between 11 PM and 5 AM – followed by casual dining chains (3.2% late night and overnight visit share), likely due to the popularity of 24-hour diners.
This suggests that each dining segment effectively "owns" a different part of the day, from the morning coffee ritual and the quick lunch break to the leisurely evening meal and late-night cravings.
An analysis of average visit duration also reveals a small but lasting shift in post-pandemic dining behavior. Between January and May 2025, the average dwell time for nearly every dining segment was shorter than during the same period in 2019. This efficiency trend is evident across limited-service categories like QSR, fast casual, and coffee shops, suggesting a continued emphasis on speed and convenience.
The one notable exception to this trend is upscale and fine dining, where the average visit duration has actually increased compared to pre-COVID levels. This may suggest that, while visits to most segments have become more transactional, consumers are treating fine dining more as an extended, deliberate experience, reinforcing its position as a destination-worthy occasion.
