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Article
Q1 2026 Discretionary Recap: Resilient Consumers Remain, While Recalibration Continues
Elizabeth Lafontaine
Apr 21, 2026
8 minutes

Positive Outlook Despite Uncertainty 

After the rollercoaster performance of the retail industry in 2025, the first quarter of 2026 would serve as a barometer for consumer sentiment, resilience and industry stability. In actuality, this past quarter has once again provided obstacles, including winter weather, geo political conflict and retail bankruptcies. However, even for discretionary categories, the outlook still remains positive amidst the uncertainty. 

Foot traffic to major brick-and-mortar retail chains were up 1.5% year-over-year Q1 2026. And while some of that growth is due to somewhat easy comparisons, with discretionary industries stagnating over the past few years – especially in the first quarter of last year – the slight increase also suggests that some discretionary categories are beginning to regain traction. And while non-discretionary industries continue to outperform their general merchandise counterparts, there is still plenty to celebrate over the last three months.

The visitation trends this past quarter underscore that consumer resilience remains strong, as consumerism doesn’t take a backseat to economic uncertainty. All of the macro-economic trends point otherwise, with unemployment and layoffs rising, debt accumulating and the housing market cooling, but consumers are still shopping. Retail bifurcation continues, with value based offerings still driving much of the growth, but consumers in the U.S. can’t seem to talk themselves out of being influenced to buy.

Digging into some of the top trends and performances of the quarter, it is easier to see where consumers are putting their attention, and in turn how those categories highlight the shifts in consumer behavior.

Extreme Weather Patterns Impact Offline Retail 

One of the largest overall stories of the quarter was the intense winter weather that span across the majority of the country. Winter Storm Fern, which hit the eastern half of the U.S. during the last week of January, had a material impact on foot traffic across categories, in particular non-essential store trips. The week prior (January 19th) brought stock-ups and pre-emptive trips, while the following week brought temporarily shuttered stores and fewer trips in many states. While winter weather has always created disruptions for shoppers, this year felt particularly impactful with more store closures than in previous years.

Hobbies Holding Their Own

In times of uncertainty, consumers crave hobbies and experiences that are celebratory and help them to feel good. Participating in or picking-up a new hobby gives consumers some agency and also allows them to connect to others in their communities or through social media. The power of the hobby began to show up on foot traffic in 2025, and the trend has only accelerated faster in the first quarter.

Michaels, Paper Source and Barnes & Noble have all grown traffic in the first quarter of this year, truly underscoring that there is still a place for discretionary spending with today’s consumer. These retailers have all succeeded in building a foundation for shoppers to see these visits as indispensable. This could be due in part to the experiences and services that these retailers offer alongside tangible products, such as stationary & invitations, author signings and readings, and framing service or classes, which help separate a visit from a simple transaction.

The consolidation of retail banners has also benefitted the major names in the hobby, gift and craft category, particularly in the case of Michaels. But, less competition in today’s retail industry doesn’t instantly signal success; these chains have had to define their reason to exist in a digital-first shopping world. 

Home Improvement Heating Up

The home improvement category is another area that has reversed its 2025 trend in the first quarter. This category did benefit from favorable comparable periods, but its growth also reflects larger shifts amongst consumers. 

Both Lowe’s & Home Depot posted growth in store visits in Q1 2026, a sign that traffic from professionals and do-it-yourself consumers are heading back into building and repair. This traffic increase is all the more impressive given the housing market's current uncertainty as sales slump amidst lower inventory and rising costs – which in some cases may push consumers to pull back on moving or upgrade plans. 

It was anticipated that 2025 might bring about a replacement cycle for those who invested in their homes during the pandemic, whether through home improvement or decorating, but this prediction never fully materialized. Now, the positive traffic may indicate that some of that demand may have been delayed, shifting some of the consumption into 2026 as consumers are less bullish on the housing and job markets, and trying to improve what is currently in their possession.

Winter weather was also a factor in the growth for the major retailers, as consumers looked to prepare for storms in advance or outfit their homes with generators, snow removal equipment and other essentials. Looking at the week leading up to winter storm Fern, both major chains benefited from the increased stooking up. 

Looking ahead to the second quarter, home improvement retail demand can be subject to volatility in the market. If geopolitical conflict continues and oil prices remain elevated, the cost of home materials could rise and cool the demand for the category once again.

Apparel Stays Status Quo

One of the most watched categories as a barometer for discretionary demand has been apparel. It is a category that, in many ways, best exemplifies the current bifurcation of the retail industry based on consumer priorities. Value remains the north star of the category, while full-price chains in apparel, sporting goods and department stores struggle to find their place in the crowd. Even the luxury market has stalled over the last nine months, despite the resilience of higher-income households. Apparel continues to be the bellwether for demand.

Looking at the performance of the category in the first quarter, off-price was once again the winning sector, comping its strong performance last year. Even winter weather didn’t deter shoppers too much, as they looked to off-price chains for key items and winter gear. The frequency of visits to off-price retailers remains a key to their success; repeat visitation is higher for these chains, which helps to boost overall traffic.

Apparel chains and sporting goods retailers fared similarly, with slower traffic overall. Within these subcategories, shifting athleisure preference, value orientation and digital focus all play a role in the tepid performance. There are still some bright spots, with Gap Inc. and Victoria’s Secret improving their business. 

A major headline early in the first quarter was the announced bankruptcy and restructuring of Saks Global. As part of the restructuring, the off-price based Saks Off Fifth banner has been shuttered as well as some full line Neiman Marcus and Saks Fifth Avenue locations. 

The luxury market has not been immune to the shift in consumer behavior over the past year, and the first quarter of this year has shown a deceleration of traffic to luxury department stores, even despite the gains made last year from brands like Bloomingdale’s and Nordstrom. The stall in traffic to this category reverses much of what happened in 2025, and it will be interesting to see if shoppers return in the coming months.

Self Indulgence Keeps Beauty Growing

Beauty, despite some small setbacks in early 2025, continues its dominance as the category to watch for growth. The category began to rebound in the middle of last year, and traffic grew in the first quarter of 2026. Beauty has maintained its momentum through innovation, in-store experience and shifting consumer needs, as the category responds seamlessly to its shoppers.

Major chains like Ulta Beauty and Bath & Body Works led the charge in terms of performance, while smaller brands like Bluemercury faced slower traffic trends. Beauty has always been a category that thrives in economic uncertainty, and with the expansion of the store footprints over the last few years, beauty retailers have been ready for the increased attention.

As mentioned earlier, consumers still want to shop despite lower consumer sentiment, and the dopamine boost of a beauty retail visit can sustain shoppers who might otherwise be trying to limit their spend. Small indulgences are still top of mind for consumers, which certainly will continue to benefit beauty throughout the remainder of the year. 

Digitally Native Caution

Finally, at the end of the first quarter, it was announced that digitally native footwear retailer, Allbirds, would sell for only $39 million, despite its prior valuation at $4 billion. Digitally native brands have been expanding store fleets once again, but Allbirds serves as a discretionary cautionary tale.

The footwear category has always been dominated by fashion trends; one day a brand is on fire, the next day it’s almost extinct. Allbirds followed a similar trend, with rapid retail expansion during the pre-pandemic period.

As has been the case, remaining relevant to audiences is still a challenge, even for buzz-worthy digitally native brands. Building lasting relationships with shoppers extends beyond being the product of the moment, and many of these brands are pivoting to focus on planting deeper roots.

Digitally native brands have a right to exist in discretionary retail. In many ways, they are responsible for much of the innovation that has come out of general merchandise categories over the past decade. But, there is still a lot of risk in the business of building new brands, and in the case of Allbirds, diversification that might be needed to keep shoppers coming back.

For more data-driven retail 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.

Article
Placer.ai Macroeconomic Indicators Analysis, March 2026
R.J. Hottovy
Apr 20, 2026
2 minutes

Calendar Shift Contributed to Flat Retail Foot Traffic

Traffic to brick and mortar retail chains remained essentially flat in March 2026 following a period of steady year-over-year (YoY) gains – although calendar shifts may account for some of the apparent slowdown. 

Saturday is typically the busiest day for in-store shopping, and March 2026 had one fewer Saturday than March 2025, which likely weighed on overall foot traffic, as average daily visits on each weekday in March 2026 were all higher than the monthly average. At the same time, the increase in average visits per weekday on most days was smaller than the YoY monthly growth in January and February – suggesting that consumer caution may have also played a role in the March traffic trends. April data should bring more clarity as to how much of the slowdown was driven by a calendar shift versus emerging consumer caution.  

Earlier Easter May Have Boosted March E-Commerce Visits

Meanwhile, traffic to e-commerce distribution centers skyrocketed in March – with visits rising 16.2% compared to March 2025 – perhaps helped by a different calendar shift. The shift in Easter – from April 20 in 2025 to April 5 in 2026 – likely pulled some holiday shopping into late March, boosting activity.

Manufacturing Activity Holds Steady Despite Labor Contraction

On the manufacturing side, foot traffic to plants remained relatively flat in March 2026, rising just 0.7% YoY nationwide. 

The March ISM Manufacturing PMI showed growth in new orders and production compared to February, while employment declined – pulling foot traffic trends in opposite directions. The muted visit growth suggests facilities are maintaining operational intensity even as headcounts shrink, pointing to manufacturing activity becoming less labor-dependent, with output continuing to drive facility usage despite subdued hiring.

Looking Ahead 

March’s data suggests that underlying consumer and industrial activity remains resilient, with calendar dynamics distorting headline trends rather than signaling a true slowdown. Looking ahead, as calendar effects normalize, retail and logistics activity may better reflect this underlying strength, while manufacturing continues its shift toward higher output with leaner workforces.

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.

Article
The Placer.ai Dining Index: March 2026 Recap
Ezra Carmel
Apr 17, 2026
4 minutes

Dining closed out Q1 2026 on uneven ground. While February offered renewed momentum across segments, macroeconomic headwinds continue to influence dining behavior – putting some categories on more favorable growth trajectories than others. We dive into the data below.

Fast Casual Leads

Quarterly dining data underscores a clear standout. Fast casual posted a 3.3% year-over-year (YoY) increase in Q1 2026 visits – outperforming other dining formats and signaling strong demand for the segment.

The trend likely reflects the current economic climate. Fast casual’s perception of quality, at a price point still below full-service dining, appears to be resonating as consumers weigh discretionary spending.

By contrast, traffic for the QSR segment remained essentially on par with last year in Q1 2026 – a sign that LTOs and value offerings are helping maintain traffic, even as the segment faces pressure from lower-income pullback.

Lastly, full-service restaurants showed the weakest performance, with visits declining 2.4% YoY in Q1 2026 – potentially reflecting softer demand as consumers scale back on higher-cost dining occasions.

Behavioral Shifts in the Making

A broader view of monthly visit patterns provides additional context to these trends.

The graph below shows that between April and October 2025, QSR traffic was essentially flat or below the previous year’s levels, likely a reflection of consumer sentiment regarding inflation and a degraded value perception in fast food. 

But during the same window, full-service restaurants mustered several YoY visit lifts, suggesting that higher-income consumers continued to support sit-down dining – even as more price-sensitive audiences reeled from inflation.

However, the landscape began to shift toward the end of 2025. QSR trends improved, reflecting refreshed value strategies and LTOs designed to re-engage cost-conscious diners.

At the same time, full-service performance weakened. After a sharp dip in December 2025, the segment saw only a partial recovery before declining again in March 2026 – likely influenced by one fewer Saturday compared to March 2025. But overall, this pattern suggests that sustained economic pressure may be prompting even higher-income consumers to moderate discretionary spending in recent months.

Fast casual, meanwhile, has maintained an upward growth trajectory throughout the last twelve months, reinforcing its role as a middle-ground that can succeed in dynamic economic conditions.

Weekday Strength Drives Limited-Service

Examining visit patterns by day of week reveals another layer of evolving consumer dining behavior amid ongoing economic uncertainty.

Fast casual’s Q1 2026 strength was driven primarily by weekday traffic, which rose 4.7% YoY, alongside a more modest 1.3% increase on weekends. This imbalance suggests that fast casual’s momentum is tied to workweek routines – lunch breaks, quick dinners, and on-the-go meals – where demand for convenience and perceived quality intersect. In the current macroeconomic environment, these habitual visits appear more resilient than discretionary weekend outings.

QSR’s visits followed a more muted version of this pattern. Weekday visits rose 0.6%, while weekend traffic dipped slightly (-0.4%), indicating that mid-week promotions may be sustaining convenience-driven demand, but basic value may be less effective at driving weekend traffic.

Full service visits, meanwhile, declined across both weekparts, with a steeper drop on weekends (-1.9%) than weekdays (-0.6%). Weekends – when busy schedules free-up for socializing and celebrations – are a cornerstone for sit-down dining, and this gap may point to the increased vulnerability of the full-service segment as consumers reassess discretionary spend.

A Value-Driven Dining Landscape

The data points to a dining environment increasingly defined by value – with nuance in how that value is delivered.

QSR’s steady performance underscores the importance of affordability, particularly for budget-conscious consumers, while fast casual’s growth suggests that value is increasingly defined by price, quality, and convenience that justify spend. 

On the other hand, full-service restaurants, and their elevated experience, appear more exposed to value-conscious decision-making. If economic pressures persist, more discretionary, sit-down dining occasions may come under greater scrutiny from consumers.

For more dining 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.

Article
Placer.ai March 2026 Office Index: The RTO Marches On
Lila Margalit
Apr 16, 2026
2 minutes

After a weather-disrupted start to the year, March delivered a clear signal that the office recovery is once again moving forward. The latest data points to a seasonal rebound alongside tightening workplace policies translating into sustained return-to-office (RTO) gains.

A Spring Rebound 

March 2026 marked the busiest March for office visits since the onset of COVID, with traffic just 26.5% below 2019 levels. 

Part of this strength was calendar-driven, as the month included 22 working days compared to 21 in both 2019 and 2025. But even after adjusting for this difference, the underlying trend remained firmly positive. Average visits per working day were 29.8% below 2019 levels and 6.4% higher than March 2025, pointing to real and continuing momentum in the market.

Regional Laggards Closing the Gap

On a regional basis, substantive year-over-year (YoY) gains were seen across every major market but Washington, D.C., where adjusting for working days revealed a 3.4% YoY visit gap – possibly influenced by a mid-month severe storm event that may have kept some workers home in a region relatively unaccustomed to such disruptions.

Miami and New York remained at the top of the recovery curve, with office visits exceeding 90% of pre-COVID baselines. 

But the more interesting story is unfolding on the West Coast, where some of the nation’s biggest recovery laggards are making steady progress. Los Angeles recorded the strongest YoY growth of any analyzed market, supported in part by the comparison to early 2025, when the city was still reeling from January’s wildfires. San Francisco, where an AI-driven recovery remains in full swing, also continued to build momentum, with visits up 15.4% YoY. The city is steadily climbing the post-pandemic recovery rankings – after avoiding the bottom spot since September 2025, it edged up to third from last for the second month in a row. 

More Growth Ahead

As hybrid policies continue to tighten and companies like Stellantis join the growing list of employers requiring five-day-a-week attendance, workplace behavior is shifting slowly but surely toward more in-person work. And While office attendance is unlikely to return to pre-COVID norms, additional mandates set to take effect later this year at organizations ranging from Home Depot to the California state government point to continued gains in office utilization in the months ahead.

For more data-driven RTO 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.

Article
Shoptalk Spring 2026: Retail’s Renaissance Continues
R.J. Hottovy
Apr 15, 2026
5 minutes

While artificial intelligence was the undeniable protagonist of Shoptalk Spring 2026, the discussions illuminated a landscape far more nuanced than simple automation. Retailers are currently navigating a perfect storm of behavioral shifts, ranging from the physiological impact of GLP-1 medications to the cultural resurgence of the mall driven by Gen Alpha. In response, the industry is moving away from rigid demand planning toward a model defined by extreme operational agility, where the lines between digital agents and physical storefronts are increasingly blurred – an evolution reflected in the four key takeaways from this year’s event.

1. The Rise of Agentic Commerce

The most significant evolution in the digital space is the transition from traditional e-commerce to Agentic Commerce, or "A-Commerce" (hat tip Shoptalk’s Joe Laszlo). As AI agents begin to autonomously manage discovery, price comparison, and purchasing for consumers, the retail industry must pivot to serve these non-human decision-makers. This shift has the potential to disrupt the long-standing trend of retail concentration. By lowering the cost of customer acquisition and brand formation, AI is effectively leveling the playing field, allowing niche brands to challenge established giants and potentially reversing a decade of market consolidation.

2. Shifting Consumer Archetypes

Consumer behavior is currently evolving faster than at any point in recent history. The widespread adoption of GLP-1 medications has created a "lifestyle domino effect" that stretches far beyond the pharmacy. Data shows these medications are not only shifting primary grocery destinations but are also triggering a chain reaction in discretionary spending. A significant weight loss often prompts a total wardrobe refresh, which in turn leads to increased spending on housewares as consumers feel a renewed desire to host social gatherings and showcase their updated personal aesthetic.

Simultaneously, Gen Alpha is coming of age and bringing a surprising nostalgia for the physical "mall hangout" culture. Brands are responding by leaning heavily into "recommerce" and resale markets to build long-term community engagement. In this environment, lifetime value is no longer just about the initial transaction but about fostering a continuous cycle of brand interaction through niche marketplaces and circular economies.

3. The Technological Rebirth of the Store

The physical store is not dying; it is being re-engineered to function like a high-end service environment. The industry is moving toward a "hotel check-in" model where computer vision and loyalty integrations allow retailers to identify customers the moment they cross the threshold. This level of tracking is part of a new value exchange: consumers grant access to their data in return for hyper-personalized in-store media and a frictionless shopping experience. This evolution notably aims to eliminate "security friction," such as locked display cabinets, by replacing them with seamless, background-monitoring technologies.

4. From Planning to Sensing: The New Supply Chain

Behind these front-end changes lies a total re-engineering of the supply chain. The traditional discipline of demand planning, which relies on historical data, is being replaced by "demand sensing." This model uses real-time AI to create highly reactive inventory flows that can pivot instantly based on current market signals. Furthermore, the economics of fulfillment have reached a tipping point; micro-fulfillment centers are now financially viable at a threshold of just 500 orders per day. This democratization of automation allows a broader range of retailers to offer localized, rapid delivery that was once the exclusive domain of the industry's largest players.

Rewriting the Retail Playbook for 2026

The retail playbook is being aggressively rewritten in 2026 as the industry moves past the era of mere experimentation and into one of total operational integration. The convergence of autonomous "A-Commerce" agents, the physiological lifestyle shifts triggered by GLP-1 medications, and the unexpected cultural resurgence of the physical mall among Gen Alpha has rendered legacy forecasting models obsolete. Success in this new landscape now depends on a retailer’s ability to bridge the gap between high-tech digital convenience and hyper-personalized, frictionless physical experiences. Ultimately, the winners of this cycle will be those who replace static planning with real-time demand sensing, ensuring they remain as agile as the rapidly evolving consumers they serve.

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.

Article
Easter Boosts Retail Traffic Amid Steady Consumer Demand
Shira Petrack
Apr 14, 2026
2 minutes

Easter Drives Traffic Lift Amid Generally Positive Retail Traffic Trends

Despite the ongoing economic uncertainty, year-over-year (YoY) foot traffic trends to brick and mortar retail chains has been generally positive all year, with only three out of the first fourteen weeks of the year posting visit declines. 

During Easter week, visits rose 5.7% compared to the week of March 31 to April 4, 2025 – the second biggest YoY increase of the year so far, following Valentine's Day week. And while some of this lift likely reflects calendar shifts, as Easter fell later in April in 2025, it also underscores consumers’ continued willingness to shop – especially for special occasions – despite broader headwinds.

Indeed, AI-powered location intelligence also shows a 1.9% increase in traffic compared to Easter Week 2025, and a 7.4% lift compared to the year-to-date weekly retail traffic average – highlighting current consumer resilience.

Strongest Easter Lift in the Southeast 

Easter generated increases in retail foot traffic across most of the country, but the strongest lift was in the Southeast, as can be seen on the map below. The region’s outsized performance likely reflects a combination of factors, including stronger cultural emphasis on Easter-related gatherings and traditions, favorable spring weather that supports in-store shopping, and a higher reliance on brick-and-mortar retail formats.

Resilient Retail Demand with Holiday-Driven Upside

Retail traffic data for Easter Week 2026 suggests that retail traffic in 2026 is being supported by stable underlying demand, with holidays like Easter acting as accelerators rather than compensating for weakness. At the same time, the Southeast’s outperformance reinforces the need for regionally tailored strategies, as the ability to convert seasonal demand into store visits varies significantly across markets.

For more data-driven retail 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.

Reports
INSIDER
Report
LA vs SF: Divergent Office Recovery Paths
See the data on Los Angeles and San Francisco's divergent office recovery paths and understand why Century City is emerging as LA's standout submarket for CRE professionals.
Placer Research
August 4, 2025
6 minutes

Key Takeaways: 

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.

LA and SF Office Markets Post-Pandemic Divergeance

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.

LA is Falling Behind on RTO 

LA Recovery Lags as SF RTO Stabilizes

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.

Decline in Out-of-Market Commuters 

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.

Unlike in SF, LA Office Visit Growth Doesn't Offset Visitor Decline

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.

Century City is a Pocket of RTO Strength

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.

Century City Attracts Younger, More Affluent Employees

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.

Premium Locations Pull Ahead as Office Market Polarizes

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. 

INSIDER
Report
6 Trends Still Defining Post- Pandemic Consumer Behavior
Dive into the data five years post-COVID to uncover six fundamental shifts in consumer behavior since the pandemic.
Placer Research
July 17, 2025
10 minutes

Key Takeaways: 

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. 

Retail Outperforming Dining

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. 

Product and Brand Focused Consumers Bypass Convenience 

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.  

Value-Oriented Categories Fuel Retail Growth 

Value-Forward Retail Categories Still Growing

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. 

Value Alone Doesn't Drive Success

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.

Traffic to Chains Selling Big-Ticket Products Significantly Below 2019 Levels 

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.

Bifurcation of Consumer Behavior  

Mid-Market Apparel Underperforms Luxury & Off-Price

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. 

Bifurcated Dining Behavior

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. 

Are Consumers De-Prioritizing Experiences? 

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. 

Stability and Volatility in the Entertainment Space

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. 

Museums & Eatertainment Reach New Set Point 

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. 

Office Traffic Slowly Inching Up  

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.

Post-COVID Stabilization of Consumer Behavior 

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.

INSIDER
Report
‍Out-Of-Home Dining in 2025: Performance & Consumer Trends  
Dive into the data to find out how the dining category is performing in 2025, which segments are coming out on top, and how dining consumer behavior has shifted in recent years.
June 26, 2025
10 minutes

Key Takeaways:

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.

Year-over-Year Dining Traffic Trends 

Dining Visits Mostly Up in the West, Down in Most of Midwest and East  

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%). 

Coffee & Fine Dining See Strongest Overall Visit Growth 

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. 

Dining Demographics

Visitor Income Levels Hold Steady in Most Segments 

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. 

Suburban Dining Patterns

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.

Dining Consumer Behavior Trends 

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 Leads Weekday Visit Share, Full Service Rules the Weekend 

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. 

Each Segment Owns a Different Daypart

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.

Shorter Visits in Most Segments 

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.

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