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As we enter the final quarter of 2025, the retail landscape has been defined by an eventful year in consumer behavior – and by more uncertainty heading into the holidays than in recent memory. The year has been marked by volatile retail traffic, reflecting a consumer base grappling with macroeconomic uncertainty, the impact of tariffs, and a growing insistence on deep discounts.
This choppiness is clearly illustrated in the year-over-year (YoY) weekly visit trends for our Placer 100 Retail Index, as shown below. But despite the turbulence, our visitation data reveals some key trends that are already painting a clear picture of what to expect this holiday season.
One notable pattern is the growing visibility of a “two-tier economy” – a theme we also explored in our recent look at the restaurant category. Affluent consumers appear confident, largely driven by the "wealth effect." With strong financial markets, a healthy housing market, and the positive impact of recent interest rate cuts, this demographic has seen its net worth grow and continues to spend on discretionary goods and services.
This confidence is clearly visible in our retail visitation data, which shows strong performance in categories catering to higher-income shoppers. Luxury department stores, specialty and fresh-format grocers, and fine-dining restaurants are all experiencing steady traffic, indicating this key consumer group is well-positioned to spend this holiday season.
By contrast, lower- to middle-income households face mounting cost-of-living pressures that have clearly impacted their discretionary spending. As shown in the first graph above, our data shows a notable softening across the broader retail and restaurant landscape in late August, September, and early October as these consumers grapple with economic uncertainty and the initial effects of tariff-related price increases. This cautious stance has prompted a distinct shift in behavior; consumers are not just pulling back, but actively trading down to more affordable retail channels. We've seen this manifest in increased traffic to value-oriented grocers, warehouse clubs, dollar stores, and off-price apparel chains as households look to stretch their budgets.
Softening visitation trends among lower- and middle-income consumers help explain another key trend – the early start to this year’s holiday promotional season, which began as early as September, well before Amazon’s “Big Deal Days” ignited the broader deal-hunting frenzy. Our data indicates this consumer segment is being highly strategic, leading to foot traffic that spikes during major sales events, but remains subdued during non-promotional periods. Consequently, retailers are caught in a promotional arms race, pushing sales earlier than ever in a fierce attempt to attract these value-seeking shoppers and, more importantly, lock in a share of their limited holiday budgets before they are spent elsewhere.
This dynamic creates a precarious balancing act for retailers. A potential slowdown in manufacturing and port activity could lead to inventory challenges, creating a perfect storm when combined with a consumer base conditioned to seek out deep discounts. This environment suggests that precise inventory management and flawless promotional timing won't just be important – they will be the critical factors separating the winners from the losers this holiday season.
Still, promotions don’t just have to be about price cuts. Pop-culture tie-ins and strategic product launches have also proven effective at driving retail traffic this year – and could be particularly impactful during the holiday season.
This holiday season, retailers will be increasingly dependent on affluent consumers, as lower- and middle-income shoppers are forced to balance "needs versus wants." This doesn't mean this group has stopped spending, but that their priorities have shifted. And to succeed this holiday season, retailers will need to meet both sides of the consumer divide – delivering value where it matters most and using strategic, well-timed promotions to drive engagement across income levels.
For more data-driven retail analyses follow Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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In Q3 2025, consumers continued to pull back on food-away-from-home spending amid rising prices and shifting behaviors, creating persistent pressure across the dining landscape. McDonald’s (MCD) and Chipotle (CMG) each navigated these challenges with mixed results, underscoring the difficulty of sustaining growth even for well-established brands. Both chains showed relative resilience compared to the broader market but faced mounting headwinds that tempered performance and tested their strategic approaches.
The quick-service category is under pressure from multiple fronts: persistent inflation, shifting consumer behavior, value-menu fatigue, and even the growing adoption of GLP-1 weight-loss drugs, which are dampening demand for food consumed away from home. And McDonald’s has not been immune from these challenges.
The company’s successful Minecraft Meal collaboration helped lift traffic in April, contributing to a 2.5% increase in U.S. comparable sales in Q2 – a welcome rebound from Q1’s 3.6% comp sales decline. But the momentum has been difficult to sustain. Foot traffic lagged 2024 levels throughout the summer – albeit lapping last year’s Summer of Value promotion – and remained sluggish even after the September debut of McDonald’s new Extra Value Meal. In Q3, visits were down 3.5% year over year (YoY), with same-store traffic falling 4.0%, underscoring how difficult it is to reignite growth in 2025 even with special promotions – especially for a chain reliant on a customer base that is less affluent than the national average.
Like McDonald’s, Chipotle has leaned on special promotions, such as its recent “Wear a College Football Jersey” BOGO on September 15, 2025, to help navigate this year’s headwinds. But its primary strategy has been expansion. Since the start of 2024, Chipotle has opened hundreds of new locations, most featuring a Chipotlane drive-thru pickup lane.
And this aggressive growth has helped sustain Chipotle’s momentum. Chain-wide visits have remained positive YoY in most months of 2025 – likely supported by Chipotle’s more affluent customer base. And in Q3, overall visits rose 0.5% YoY ,keeping pace with the broader fast-casual segment, which saw visits grow by 0.7%.
At the same time, same-store visits have trended slightly negative YoY, echoing Q2’s 4.0% decline in comparable sales. This suggests that while new unit growth is cushioning the slowdown, maintaining traffic at established locations remains a challenge. Still, the declines have been relatively modest, highlighting Chipotle’s underlying resilience – especially given the comparison to a particularly strong 2024.
External pressures continue to weigh on the dining sector, and McDonald’s and Chipotle are no exception. Being able to remain nimble and embrace challenges will remain crucial for both chains as Q4 gets underway.
For the most up-to-date dining data, check out Placer.ai’s free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Weekly visits to Placer’s Industrial Manufacturing Index remained below 2024 levels throughout September and into early October. Although trends began to stabilize during the week of September 22nd, activity continued to lag behind last year’s benchmarks – signaling a sustained year-over-year (YoY) slowdown.
These findings align broadly with the ISM Manufacturing PMI, which edged up to 49.1% in September from 48.7% in August – signaling contraction, but at a potentially moderating pace. (Any value below 50 indicates a decline.) Still, sentiment indicators remain mixed, with the S&P Global U.S. Manufacturing PMI easing from 53.0 in August to 52.0 in September – reflecting slower growth but still remaining in expansionary territory.
As shown in the chart above, the slowdown was particularly acute in the auto sector, where U.S. sales forecasts have been revised downward and production figures indicate declining output. The sharp divergence from the overall index beginning the week of September 15th likely also reflects industry-wide disruption following last month’s devastating fire at the Novelis plant in New York, which reverberated throughout the industry.
Beyond short-term disruptions like the Novelis fire and ongoing tariff uncertainty, structural forces tied to AI and automation may also be contributing to the industrial deceleration. Many plants are adopting AI-enabled predictive maintenance, robotics, and remote monitoring, which reduce the need for certain categories of employees. And in autos especially, the shift to EV production and AI-driven retooling may already be visible in lower employee presence.
For more data-driven manufacturing insights, follow Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
August’s drop in office foot traffic left many wondering – had the return-to-office movement finally hit a wall, or was it just summer taking its usual toll?
We analyzed the latest location analytics to find out.
In September 2025, a wave of new RTO mandates took effect nationwide, with companies from Intel to Toyota requiring employees to spend at least four days per week in the office. And following August’s sharp retreat, September delivered a decisive rebound: Office visits were just 26.3% below 2019 levels – a clear improvement from August and essentially tied with June’s performance.
This suggests that August’s dip was seasonal rather than structural – a reflection of flexible post-pandemic work habits during vacation-heavy periods. As fall routines took hold, RTO momentum strengthened once again, underscoring the nonlinear yet sustained nature of office recovery progress.
To be sure, some of September’s upswing can be chalked up to calendar math – the month had 21 working days, compared to 20 in both September 2024 and 2019. But that extra day alone doesn’t explain the full rebound.
Even when adjusting for working days, September 2025 ranked as the third busiest in-office month since COVID, just behind June and July 2025.
Miami and New York City – two markets where in-person work has firmly reestablished itself as the norm – continued to lead the office recovery in September. In Miami, ongoing corporate migration is reinforcing an “office-first” culture, while in New York, a growing wave of finance-sector mandates is accelerating the push back to the office.
And several other markets also saw significant improvement. Dallas and Atlanta outperformed the nationwide average with office visit gaps just 15.4% and 22.9% below September 2019 levels, respectively. Meanwhile, San Francisco – though still trailing other major markets – closed its post-pandemic gap to 40.2%.
In addition, San Francisco recorded the largest year-over-year gain in office visits this September, outpacing national trends and surpassing more recovered markets.
That combination – still lagging but accelerating rapidly – mirrors what’s happening in the city’s leasing market, where AI-driven demand is fueling fresh activity and major employers are renewing their commitments to the Bay Area. Salesforce’s new multi-year investment in San Francisco further underscores confidence in the city’s long-term role as an innovation hub. And in late August, the city’s municipal workers also returned to the office four days a week, further helping set the tone for a city in the midst of a comeback.
With fall routines reestablished and corporate mandates expanding, the office recovery appears to be regaining momentum.
Will this renewed surge carry through the winter – or will the season’s holidays bring another pause?
Follow Placer.ai’s data-driven RTO analyses to find out.
**NOTE: Data in the office index has changed due to a regular process of enhancing the list of buildings. This includes the addition of nearly 300 new entities across the index and the removal of buildings that no longer met the necessary standard - either due to renovation or repurposing. In total, the removed assets amounted to less than 5% of the overall count, and the overall trendlines remained the same.
Following a brief lift in spring – when mall visits nationwide rose year-over-year (YoY) across all formats – the Placer.ai Mall Index showed momentum fading through the summer and softening further into fall.
Indoor malls registered slight year-over-year (YoY) visit upticks in July and August, but saw visits drop 1.9% YoY in September. Meanwhile, open-air centers and outlet malls, which maintained minor visit gaps in the summer, saw these widen to 1.7% and 6.8%, respectively, in September. Some of this decline can be attributed to a calendar shift: September 2025 had one fewer Sunday than the same month in 2024, a change likely to hit outlet malls the hardest. (So far this year, 18.2% of outlet mall visits have occurred on Sundays, compared to just 16.0% for indoor malls and 15.4% for open-air centers). But the September drop also signals that malls’ summer slowdown isn’t over.
Still, zooming out to quarterly visitation patterns shows that YoY changes in foot traffic have remained relatively modest across mall types since the start of 2025. In Q3 2025, visits to indoor malls were down just 0.1% compared to 2024, while visits to open-air shopping centers and outlet malls dipped just 1.1% and 2.8%, respectively. Given the macroeconomic headwinds that have challenged retail this year – including persistent inflation, tariffs, and higher living costs – these are mild declines.
And with the all-important holiday season approaching, retailers have an opportunity to shift the narrative. Strategic promotions, in-store experiences, and omnichannel integration could help convert cautious consumer sentiment into stronger end-of-year traffic.
Even so, despite relative stability in the sector, outlet malls have underperformed other mall types for YoY visits since the start of the year. The format’s steeper YoY declines likely reflect its stronger appeal to value-focused consumers – shoppers who are increasingly turning to large discounters and online bargain platforms.
Analyzing the three mall types’ trade areas with demographics from STI: PopStats shows that outlet malls attract a higher share of lower- to middle-income consumers than other mall formats. Over the past 12 months, 43.8% of households within outlet malls’ captured markets earned less than $75K annually, compared to 40.8% for indoor malls and 37.8% for open-air shopping centers. These shoppers are more likely to be watching their budgets (including for transportation) and choosing more convenient off-price alternatives such as T.J. Maxx, Ross Dress for Less, Burlington, Marshalls, or HomeGoods – all of which saw consistently steady YoY visits throughout the summer and early fall, as shown in the chart below.
Outlet malls also tend to offer fewer of the experiential elements – dining, entertainment, and events – that have helped other mall types regain momentum, leaving them struggling to differentiate and sustain consistent foot traffic. At the same time, shoppers have become more selective, turning to malls for quick, mission-driven visits rather than leisurely outings, a shift that is also reflected in shorter visit durations.
Although September capped off a sluggish summer, the broader picture offers reason for cautious optimism. Year-to-date performance has remained relatively stable, suggesting that underlying consumer demand remains intact, even if somewhat restrained.
If retailers and mall operators can re-engage shoppers through compelling promotions, festive in-person activations, and other special draws, the upcoming holiday season could still outperform expectations.
For more data-driven shopping center insights visit Placer.ai’s free industry trends tool.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
One of the hallmarks of Americana is the image of a biker riding fast and free down enormous expanses of American highways. For tens of thousands of motorcycle enthusiasts, nothing compares to the Sturgis Motorcycle Rally, held annually in Sturgis, South Dakota. In 2025, the event took place between August 1st and August 10th – and the week and a half of food, folks, and festivities drove a massive spike in out-of-market visitors to Sturgis.
Saturday, August 2, was the most popular day of visits, with visits up 14.7% compared to the prior year and up a whopping +549.9% compared to an average Saturday in Sturgis.
One popular place to visit within Sturgis is Lynn’s Dakotamart on Lazelle St, where one can find groceries ranging from NY strip steaks to fresh Midwest watermelon. During the Sturgis motorcycle rally, the store's trade area more than doubled from 15 miles to 33 miles.
Large events like the Sturgis Motorcycle Rally can also hold much promise for brands, as they seek to capture attention from motorcycle devotees. Placer.ai data shows that some of the top-visited places during the 10 days in August include Wells Fargo, McDonald’s, Burger King, Dairy King, Ace Hardware, and restaurant/live venues such as Loud American. The rally also brings an influx of affluent suburban visitors, with nearly 1 in 5 out-of-town visitors with a household income greater than $150K, and 13.4% belonging to the "Wealthy Suburban Families" Spatial.ai segment.
In sum, the Sturgis Motorcycle Rally is a unique opportunity for local businesses and local and national brands to capitalize on the excitement and celebratory frame of mind of the out-of-town visitors. Many of the guests come with the mindset to enjoy themselves, mingle with others, stay in local lodgings, and even visit shopping centers and eateries that would normally seem a bit further afield but that in the context of riding are just part of the journey itself.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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.
