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Article
Cross-Cultural Food Fusion: Black Tacos Delight Your Taste Buds
Caroline Wu
Mar 1, 2024

In the U.S., one can find many different dishes that incorporate a range of culinary traditions: Kogi truck introduced us to the joy of putting short ribs and vinaigrette slaw in a corn tortilla, topped off with a distinctly Korean salsa made of Korean chiles, rice wine vinegar, and scallions; Banh mi po’ boys combine the best of Vietnamese and Louisianan tradition; Lime and jalapeno-topped yellowtail sashimi hearkens to both Japanese and Peruvian lineages.

In Los Angeles, the LA Times takes readers on a culinary journey to the world of Black Tacos, where lines can reach 3 hours at Worldwide Tacos as one chooses from unique protein options like lamb, salmon, crab, and duck and mouthwatering flavor combinations like jerk, curry, pina colada, blueberry with blue cheese and raspberry chipotle.

While often anchored with a traditional corn tortilla, Black tacos also incorporate flavors and techniques from soul food, such as versions that use barbeque sauce, yams with wild rice, ground turkey, pulled pork, or hot honey catfish.  

Alta Adams has its own take on Black tacos with a jerk-spiced sweet plantain taco.  Nestled within a homemade corn tortilla, one will find caramelized plantain, mango-habanero salsa and chopped onion and cilantro. In 2022, the Hollywood Reporter named this spot “Black Hollywood’s Top Restaurant for Power Dining.” This restaurant is a popular evening destination, as patrons sip their inventive cocktails well into the night and see if they might catch a glimpse of Jay-Z or John Legend.

Article
Black History Month Museum Focus: Celebrating African Americans and the Arts
Caroline Wu
Mar 1, 2024

At the Smithsonian’s National Museum of African American History and Culture, the entire month of February was dedicated to “African Americans and the Arts” and the impact of African Americans on visual arts, music, cultural movements, and more. From the BLM Movement to Harlem Hellfighters, Hip Hop and Rap to Musical Life at HBCUs, a rich cornucopia awaits.  Per Spatial.ai PersonaLive, among those who visited in the past 6 months, when we look at those comprising 70% of visits, nearly 3 in 10 are Educated Urbanites, as well as a healthy dose of  Young Professionals, Near-Urban Diverse Families, and Ultra Wealthy Families.

The museum also attracted a broad cross-section of different ethnicities.

Article
Checking in With Discount & Dollar Stores
Discount & Dollar stores thrived in 2022 and 2023, as inflation drove many shoppers to trade down and seek out cheaper retail alternatives. How is the category faring into the new year? We dove into the data to find out.
Lila Margalit
Feb 29, 2024
3 minutes

Discount & Dollar stores thrived in 2022 and 2023, as inflation drove many shoppers to trade down and seek out cheaper retail alternatives. But how has the category continued to fare in the new year? Have stabilizing prices led shoppers away from discount chains? Or have dollar stores cemented their position as go-to retailers even when money isn’t quite as tight? 

We dove into the data to find out.

January 2024: Holding Onto Gains 

Over the past two years, Discount & Dollar Stores have emerged as major disruptors, diversifying both their offerings and their price points  – and the category leaders’ continued visit growth suggests that this strategy is helping the chains build significant strength. By investing in private label food items and stocking fresh produce at thousands of locations, Dollar General has established itself as a prime low-cost grocery destination. Family Dollar, owned by Dollar Tree, has also made strong inroads into the supermarket scene, with everything from fruits and veggies to cage-free eggs. Dollar Tree has also broadened its grocery selection to include an array of chilled and frozen foods.

bar chart: yearly visits 2022 and 2023 to discount and dollar chains continue to grow YoY

In January 2024, Discount & Dollar Stores saw a further increase in year-over-year (YoY) visits, building upon the category’s impressive post-COVID gains. Most of the analyzed category leaders also saw YoY visit jumps – no small feat given these retailers’ strong 2022 and 2023 performance.

bar chart: dollar tree and dollar general started new year (jan. 2024) with YoY visit increases

Sustained Seasonal Growth in the Bargain

Zooming out on the longer-term visitation trajectories of leading discount chains shows just how well positioned the category remains for continued success. Compared to a January 2020 pre-COVID baseline, visits to Dollar General and Dollar Tree were up 24.3% and 14.0%, respectively, in January 2024. While these foot traffic increases were undoubtedly fueled in part by the continued expansion of the chains’ footprints, they highlight strong and growing demand for the category’s bargain fare. 

The chains’ visit patterns also reveal clear seasonality in visitation patterns to leading Discount & Dollar Stores, with the chains emerging as holiday shopping destinations. Dollar Tree, which continues to price most items at $1.25, experiences more pronounced seasonal peaks, with visits spiking during the holiday season. And though Dollar General has firmly positioned itself as a year-round destination for essential goods, it too sees foot traffic spikes in December. 

line chart: dollar general and dollar tree sustained foot traffic growth in past four years

The Secret to Discount Chains’ Success

The emergence of Discount & Dollar chains as affordable venues for much-needed necessities has been a major factor in the segment’s success. But the category’s strong positioning as a key holiday shopping player has also helped solidify its place in the nation’s retail landscape. 

And looking at monthly fluctuations in the median household income (HHI) of Discount & Dollar Stores’ captured markets shows a subtle but distinct HHI spike during the peak holiday season – meaning that the category draws its audiences from slightly more affluent areas during this all-important time of the year. This trend may be a further indication of the mainstreaming of dollar stores – with higher-HHI consumers especially likely to seek out their bargain-priced quality merchandise in the runup to Christmas. 

line chart: discount and dollar chains draw visitors from more affluent areas during the holiday season. based on STI: PopStats dataset and placer.ai captured trade area data

Key Takeaways

Since COVID, Discount & Dollar Stores have solidified their position as mainstream shopping destinations for everything from basic food items to home goods and party supplies. And if January 2024 is any indication, you can bet your bottom dollar on the category’s continued strength heading into the new year. 

Follow Placer.ai for more data-driven retail analyses.

This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Article
Peeking Behind The Curtain: Movie Theaters in 2023 and Beyond
Barbenheimer may have been the word out of everyone's mouth over the summer, but other films helped boost sales and visits to theater chains. We look at the location intelligence for the three major theaters – AMC, Regal Cinemas, and Cinemark – to find out.
Bracha Arnold
Feb 28, 2024
4 minutes

The U.S. box office had a particularly strong 2023. Barbenheimer was the word out of everyone’s mouths over the summer, but other films like Spider-Man: Across the Spider-Verse, Guardians of the Galaxy Vol. 3, and The Super Mario Bros. helped boost both sales and visits. 

How was the overall theater performance compared to 2022 and 2019? Who’s visiting these chains? And what can cinemas do to boost visits during lulls? We take a closer look at location intelligence for the three major theaters – AMC, Regal Cinemas, and Cinemark – to find out.

Lights, Camera, Action

Last year started on a high note, likely related to the strong box office performance of “Avatar: The Way of Water” (which may have also caused January 2024’s visit lag in comparison).  

The “The Super Mario Bros. Movie” release in April helped spike visits further, with foot traffic to AMC, Regal Cinemas, and Cinemark increasing by 43.2%, 36.2%, and 40.8%, respectively. And July brought with it two of the most successful movie releases of all time –  “Barbie” and “Oppenheimer” – which topped box office charts for weeks. 

Both films were released in late July, with the massive August visit spikes showing the full power of the two movies. “The Taylor Swift: Eras Tour” movie release in October also boosted visits, though AMC and Cinemark appear to have been the primary beneficiaries of the Swifty-driven foot traffic increase. 

bar graph: movie thaters see strong boost from blockbusters, visits slowing YoY in the new year

The Show Must Go On

Year-over-four-year (Yo4Y) foot traffic trends offer a broader picture of how out-of-home entertainment is faring. The pandemic forced many movie theaters to shut their doors as social distancing guidelines made going to the movies impossible. In tandem, streaming services like Netflix and Amazon Prime became major movie studios in their own right. 

The increase in at-home entertainment may have something to do with the overall Yo4Y decline in movie theater visits. Despite last year’s success, foot traffic data shows that fewer people are visiting theaters in 2023 than in 2019. Some of the dip is likely due to the chains’ rightsizing, with both AMC and Regal downsizing their fleet in recent years. But the success of this past summer’s blockbusters still brought visits to the two chains close to pre-pandemic numbers – and drove a positive Yo4Y visit surge to Cinemark – indicating that the right feature film can still draw crowds to cinemas nationwide.

bar chart: Yo4Y visits still below pre-pandemic levels

Family Film Fans

A closer look at the psychographic characteristics of visitors to the three movie theater chains reveals that families are overrepresented in the chains’ trade areas, while young professionals are underrepresented: Consumer segments identified by the Spatial.ai: PersonaLive dataset as “Ultra Wealthy Families” and “Wealthy Suburban Families” were more prevalent in the theaters’ captured* markets than in their potential markets, while “Young Professionals” were less prevalent. With some analysts lamenting the death of superhero movies, movie studios looking for the next big idea may want to invest in more family-friendly films to cater to these theater-going family segments.

bar chart: theaters see more wealthy families, fewer young professionals, in captured market than in potential market. based on Spatial.ai: PersonaLive dataset and placer.ai captured trade area data

*A chain’s captured market weighs each CBG according to the actual number of visits originating to the chain from that CBG. A chain’s potential market refers to the population residing in a given trade area, weighted to reflect the number of households in each Census Block Group (CBG) comprising the trade area. A chain’s captured market weighs each CBG according to the actual number of visits originating to the chain from that CBG. 

The Power of Discounts 

Unsurprisingly, movie theaters were busiest on the weekends – Saturday and Sunday received the lion's share of visits across all analyzed cinema chains, followed by Fridays. But the busiest non-Friday or weekend day was Tuesday – likely thanks to the theater chains’ "Discount Tuesday" special. 

Cinemark experienced the largest Tuesday surge – with 12.6% of its weekly visits occurring on its discount day – perhaps due to the company’s decision to extend its discount to non-club members. AMC and Regal also received more visits on Tuesdays than they did during every other weekday (except for Friday).  

As theaters continue to find creative ways to remain competitive in the evolving world of entertainment, “Discount Tuesdays” underscore the significance of a good deal when looking to drive visits to theaters.

stacked bar chart: most movie-goers visit theaters on weekends, cinemark sees a Tuesday visit spike. visit share to major theater chains by day of week, 2023

That’s A Wrap

Movie theater visits exceeded all expectations in 2023 as film enthusiasts flocked to watch any number of major box-office releases. Will this momentum continue into 2024? 

Follow placer.ai for more data-driven entertainment insights. 

This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Article
Diving Into Brick-and-Mortar Eyewear
Warby Parker and America's Best Contacts & Eyeglasses expanded their brick-and-mortar footprints recently. How did they fare in the final months of 2023? And what does their performance bode for the future of offline eyewear sales this year?
Lila Margalit
Feb 27, 2024
3 minutes

With Q4 2023 under our belts, we dove into the data to check in with leading eyewear brands Warby Parker and America's Best Contacts & Eyeglasses – both of which have expanded their brick-and-mortar footprints in recent years. How did they fare in the final months of 2023? And what does their performance bode for the future of offline eyewear sales this year?

Plenty to See Here

Warby Parker, the digitally-native darling that burst onto the scene in 2010 as an online-only retailer, opened its first physical store in 2013 and now operates some 250 venues across 38 states and the District of Columbia. And the trendy eyewear brand’s visits continue to grow alongside its expanding store fleet, with chain-wide year-over-year (YoY) foot traffic increases ranging from 16.6% to 37.0%. Warby Parker’s continued offline flourishing – despite the chain’s online origins – highlights the continued importance of physical stores for the glasses-buying experience.

National Vision’s America’s Best Contacts & Eyeglasses – the discount eyewear chain that features more than 900 locations nationwide – has also been on a growth trajectory. Over the past several months, the chain saw consistent YoY visit increases, partly driven by its expanding physical presence. And in Q3 2023, the brand also reported a rise in comparable store sales – showcasing healthy demand for its offerings.

bar graph: Warby Parker and America's Best Contacts & Eyeglasses see YoY visit growth Sept '23-Jan '24

What is the secret to the success of these very different chains? To explore some of the factors driving traffic to Warby Parker and America’s Best, we segmented the audiences of their trade areas with demographic data from STI’s PopStats and psychographics from Spatial.ai’s PersonaLive – and the results were striking. 

Warby Parker Broadens its Lens

Over the past four years, the median household income (HHI) of Warby Parker’s potential market – i.e. the census block groups (CBGs) from which the chain draws its customers, weighted to reflect each one’s population size – has decreased. This indicates that as Warby Parker has expanded its fleet, it has opened stores in areas that are slightly less affluent than Warby Parker’s legacy markets – although the median HHI in these newer markets also stands significantly above the nationwide median of $69.5K. 

But over the same period, the median HHI of the brand’s captured market continued to climb. (A chain’s captured market is derived by weighting the CBGs in its trade area according to the share of visitors from each CBG – thus mirroring the characteristics of the chain’s actual visitor base). The increase in captured market median HHI over time indicates that Warby Parker has been successful at reaching well-to-do audiences even within its newer, more economically diverse markets. 

bar chart: Warby Parker's trade area has expanded to include more diverse audiences but it's actual visitor base has become more affluent. Median HHI based on STI: PopStats dataset combined with placer.ai captured and potential trade area data

America’s Best Sets its Sights on Price-Conscious Consumers

Unlike Warby Parker, America’s Best Contacts & Eyeglasses serves a lower-HHI demographic. The median household income of the chain’s captured market in Q4 2023 was $66.2K –  4.7% below the nationwide median of $69.5K. And looking at America’s Best’s three largest regional markets – Texas, Florida, and California – shows that the chain’s captured market median HHI in each of these states is also lower than the relevant statewide baseline.

But while the chain’s visitor median HHI trends seem consistent across regions, diving deeper into the data suggests that the chain does attract different types of shoppers in different areas.  Nationwide, the share of singles and individuals from large households in America’s Best’s captured market is just slightly above nationwide baselines. But in California, the share of large households in America’s Best’s captured market is 21.0% – significantly higher than the statewide baseline of 16.5%, while the share of singles falls below the Golden State’s baseline of 23.2%.

bar charts: America's best contacts & eyeglasses draws visitors from lower-HHI areas with varying household sizes. based on STI:PopStats dataset and placer.ai captured trade area data

Key Takeaways

Digital try-on and easy returns have made online glasses shopping a viable option for many consumers. But the continued offline success of Warby Parker and America’s Best shows that there’s still plenty of demand for brick-and-mortar eyewear stores – discount and higher-end alike. What lies in store for the offline eyewear space in 2024?

Follow Placer.ai to find out.

This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Article
Getting Into Gear: Exploring The Auto Part Industry
We checked in with AutoZone and O’Reilly – two pandemic winners from the auto parts industry – to understand what location intelligence reveals about the retailers in 2024. 
Bracha Arnold
Feb 26, 2024
3 minutes

We checked in with AutoZone and O’Reilly – two pandemic winners from the auto parts industry – to understand what location intelligence reveals about the retailers in 2024. 

AutoZone & O’Reilly Auto Parts Maintaining Their Gains

AutoZone and O’Reilly Auto Parts are both major players in the multi-billion dollar automotive aftermarket industry with thousands of locations across the country. As car prices skyrocketed over the pandemic, visits to these retailers increased – and analyzing foot traffic patterns to these retailers reveals that although growth in the sector may be slowing down, leading auto parts chains are holding on to their pandemic gains. 

On a year-over-year (YoY) basis, visits to AutoZone and O’Reilly Auto Parts continued growing in the first half of 2023 before stalling in Q3 2023 and dipping in Q4. But looking at year-over-four-year (Yo4Y) visits suggests that the drop may be due to the challenging comparison to an unusually strong period rather than to any drop in demand for auto parts. Last year’s visits to both AutoZone and O’Reilly Auto Parts were significantly higher than the chains’ 2019 baseline, with Q4 2023 visits exceeding Q4 2019 levels by 11.9% and 22.6% for AutoZone and O’Reilly Auto Parts, respectively.

bar graphs: AutoZone and O'Reilly auto parts maintaining pandemic gains – elevated quarterly visits compared to 2019

A Promising Start to 2024 

The pattern continued in January 2024, with visits to AutoZone and O’Reilly significantly higher than they were pre-pandemic, but slightly lower on a YoY basis. But the Q4 2023 YoY visit gaps narrowed for both chains, and used cars are still outselling new vehicle and fueling demand for car parts – so visits to the space are likely to remain strong in 2024. 

bar chart: January 2024 Visits were up 13.3% Yo4Y for AutoZone and 24.3% for O'Reilly. Jan. 2024 visits were also up 0.1% and 1.8% YoY for AutoZone and O'Reilly, respectively.

What’s Under The Hood? 

Analyzing the demographic data of visitors to O’Reilly Auto Parts and AutoZone reveals that both companies succeeded in staying far ahead of their pre-pandemic visit baseline despite attracting a large number of visitors from lower-income households. In 2023, the median household income (HHI) within the two chains’ potential market* trade area was lower than the nationwide median of $69.5K/year, while the median HHI in the captured market trade area was even lower. 

The income level of AutoZone and O’Reilly Auto Parts’ visitor base may help explain the chains’ Yo4Y strength and the YoY lags. With prices for used cars still significantly higher than they were in 2019, budget-conscious consumers are likely looking to patch up their existing rides instead of trading them in for newer vehicles – which could explain the sustained Yo4Y growth. At the same time, the ongoing inflation is likely straining this segment’s available funds, which may account for the YoY dips towards the end of 2023.

*A chain’s potential market refers to the population residing in a given trade area, weighted to reflect the number of households in each Census Block Group (CBG) comprising the trade area. A chain’s captured market weighs each CBG according to the actual number of visits originating to the chain from that CBG.  

bar chart: AutoZone and O'Reilly attract visitors from lower-income households. BAsed on STI: PopStats dataset combined with Placer.ai captured and potential trade area datat

Country Roads vs. City Highways 

When focusing on the trade area median HHI, the visitor base of AutoZone and O’Reilly Auto Parts looks nearly identical. But looking at the psychographic makeup of the two brands’ trade areas highlights differences between the companies. Using the Experian: Mosaic dataset to analyze the audience segments in the chains’ trade areas revealed that AutoZone tended to attract more city-based visitors, while O’Reilly seems to draw more small-town and rural households. Data from the Spatial.ai: PersonaLive’s dataset supports this pattern – and the success of both chains indicates that there is plenty of demand for car parts across a variety of audience types.

bar charts: AutoZone attracts more city-dwellers, O'Reilly Attracts more Rural and Small-Town segments. 2023

Cruise Control: Car Part Customer Chronicles

As both companies continue to expand, location intelligence indicates that there is plenty of demand for car parts to go around. 

For more data-driven retail analysis, visit placer.ai/blog.

This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

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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