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In this blog, we dive into the latest location analytics and demographic data for luxury retailers and high-end department stores and take a closer look at consumer behavior in the upscale shopping space.
Over the past year, the Placer.ai Luxury Retail Index – including brands like Louis Vuitton, Tiffany & Co., and Chanel – saw year-over-year (YoY) foot traffic growth during crucial shopping seasons. May and June 2023 had significant increases in YoY visits, perhaps due to an influx of recreational shoppers on summer vacation, and July saw an uptick as well. YoY visits peaked again in November and December, likely reflecting the popularity of upscale retail corridors during the all-important holiday shopping season.
Some of this strength may be a result of affluent consumers refocusing their shopping on the U.S.: In 2022, many high-income shoppers chose to purchase big-ticket items abroad due to various economic benefits. But by 2023, demand for domestic luxury retail appeared to rebound, as some upscale retail clients “repatriated” their discretionary dollars.
To be sure, visit gaps re-emerged in some months of early 2024 – though these are partly attributable to factors like January’s unusually stormy weather and an April calendar shift. (April 2024 had one fewer Saturday than April 2023, providing less opportunity for visits in the highly discretionary category). But March 2024 also saw YoY visit growth. And given how well luxury retailers performed during their busiest months of year, the category may very well rally once again heading into the summer.

Recent location intelligence also offers encouraging signs from the high-end department store space.
Like luxury retailers, high-end department stores saw narrowing visit gaps during the peak holiday shopping season – with Saks Fifth Avenue seeing a YoY uptick in November 2024, and Neiman Marcus seeing one in December.
In March 2024, YoY traffic turned positive for Nordstrom (3.3%), Bloomingdale’s (3.1%), and Neiman Marcus (3.1%), while Saks Fifth Avenue had just a -0.6% visit gap. And although April 2024 was a challenging month for the retailers, perhaps due in part to the calendar shift mentioned above, all four upscale department stores outperformed the traditional apparel category – another indication that high-end department stores may be poised for a comeback.

Analyzing demographic changes in the captured markets of both luxury brands and high-end department stores indicates that increasingly affluent consumers are the main drivers of visits to the segment. (A chain’s captured market is obtained by weighting each Census Block Group (CBG) in its trade area according to the CBG’s share of visits to the chain – and so reflects the population that actually visits the chain in practice).
Over the last four quarters, visitors to luxury retailers and high-end department stores came from areas with higher median household incomes (HHIs) than in previous years. For example, during the period between Q2 2023 and Q1 2024, the median HHI of Bloomingdale’s captured market was $122.1K, an increase from $119.7K between April 2022 and March 2023, and $117.3K from April 2021 to March 2022.
In the face of recent inflationary pressures, aspirational luxury shoppers (who tend to be slightly less affluent) are likely quicker to adjust their behavior and trade down to more affordable brands. Meanwhile, prestige luxury shoppers – those with the highest incomes – tend to be relatively resilient, and so are able to continue shopping at their favorite luxury brands, driving up the HHI in these retailers’ trade areas.

Luxury retailers and high-end department stores have had recent foot traffic successes, while their clientele has become increasingly affluent. Will these brands continue their upward visit trajectories – and how will they leverage affluent foot traffic going forward?
Visit Placer.ai to find out.

Discretionary retail has faced its fair share of headwinds over the past few years, from pandemic-related restrictions to inflation. And while prices have stabilized, subdued consumer confidence continues to weigh on non-essential segments. But even in this challenging environment, some companies, like Ulta Beauty, are continuing to see visit growth, while others, like Gap Inc. and its portfolio of apparel brands, are making a comeback.
With Q2 2024 well underway, we take a look at the foot traffic patterns for these companies to see how they are faring.
In 2020, Placer.ai predicted that Ulta Beauty would be an unstoppable force in beauty retail – and the chain has impressed ever since. Over the past several years, Ulta has been on a consistent upward visit trajectory, propelled by strong demand for affordable luxuries (the so-called “Lipstick Effect”), and consumer interest in self-care.
And though the pace of Ulta’s tremendous YoY visit growth has moderated somewhat in recent months, the beauty giant continues to thrive – drawing even more visitors in early 2024 than during the equivalent period of last year. Between January and April 2024, YoY visits to the beauty retailer remained consistently elevated, outperforming the wider Beauty & Wellness space.

The fashion segment has experienced rising prices and persistent inflation over the past few years, leading to a new era of discount and thrift shopping. And iconic apparel retailers like Gap Inc – operator of Gap, Old Navy, Athleta, and Banana Republic – have not been immune to the challenges facing the category.
But through a combination of high-profile hirings and revitalized branding efforts, Gap Inc. has been readying itself for a comeback. In Q4 2023, the retailer announced stronger-than-expected results, driven primarily by Gap and Old Navy. And recent foot traffic to the company’s largest brands provides further evidence that its turnaround efforts may be starting to bear fruit.
During the all-important November and December shopping season last year, Gap and Old Navy saw YoY visits hold steady or increase, outpacing the wider Apparel space. In January 2024, visits to the two chains declined in the wake of an Arctic blast that kept many shoppers at home. But in February, Gap enjoyed a 0.7% YoY visit bump, while Old Navy saw just a mild drop – less than that of the overall Apparel category. In March 2024, both Gap and Old Navy enjoyed strong YoY visit growth, far outperforming overall Apparel – likely driven by sales events held by each brand. And though April saw YoY visits decline once again, with the two chains falling behind Apparel, drilling down into weekly data offers a different perspective.

Both Gap and Old Navy started off April with lackluster YoY performance, perhaps due in part to the comparison to an early April 2023 that included Easter weekend. But towards the end of April and beginning of May, Gap and Old Navy’s’ visit gaps narrowed – with some weeks seeing positive YoY visit growth, and with the two chains once again either nearly on par with, or outperforming, overall Apparel.

Gap Inc. itself is bullish about what the next year holds in store, with big names like Zak Posen joining the Gap family in hopes of propelling the company forward. Though it may be premature to declare an end to the troubles that have plagued the clothier in recent years, early 2024 foot traffic provides further evidence that the company is heading in the right direction.
Ulta continues to experience visit growth, highlighting Beauty’s enduring appeal. Meanwhile, Gap and Old Navy are witnessing narrowed visit gaps and some weekly visit growth.
Is the Apparel segment making a comeback? Can the Beauty segment sustain its positive momentum indefinitely?
Visit Placer.ai to keep up to date with the latest retail developments.

We dove into the data to check in with specialty discount chains Ollie’s Bargain Outlet and Five Below. How did they fare in early 2024? And what can the two brands’ recent performance tell us about what lies in store for them in the months ahead?
A quest for bargains and the promise of unexpected finds have kept Discount & Dollar Store shoppers coming so far in 2024. Despite lapping a strong 2023, foot traffic to Ollie’s Bargain Outlet and Five Below remained consistently above last year’s levels between January and April 2024, partly due to the chains’ continued expansions.
Though both chains draw Easter shoppers with special seasonal offerings, Five Below’s primary focus on low-ticket recreational merchandise makes it a natural destination for shoppers eager to fill their baskets with candy and other inexpensive holiday items. And Q1 2024 foot traffic to the chain appeared to be shaped by Easter shopping patterns. The brand’s YoY visits increased significantly in February with the roll-out of holiday wares, and the Saturday before Easter (March 30th, 2024) saw a sizable foot traffic boost that was 38.7% above the chainwide average for Saturdays in Q1 2024 – contributing to the month’s elevated visits overall. This pull-forward in demand, together with the comparison to an April 2023 that included Easter Sunday, at least partially explains Five Below’s more modest visit growth in April.
For both Ollie’s and Five Below, strong traffic since the beginning of the year indicates continued YoY gains may be expected in the months ahead.

In addition to YoY visit growth in the early months of 2024, Ollie’s and Five Below are seeing elevated weekend visits and an increase in longer visits, indicative of a robust treasure-hunting culture that is driving demand.
In Q1 2024, 37.8% of visits to Ollie’s and 37.4% of Five Below’s visits occurred on weekends, while weekend visits accounted for only 32.8% of visits to the wider Discount & Dollar Store category. This is likely due to Ollie’s and Five Below’s growing notoriety as destinations for treasure hunting – a pastime perhaps preferred at the end of the work week when schedules are more flexible.
Meanwhile, the share of visits lasting over 30 minutes in Q1 2024 increased for both brands YoY, even as it slightly declined for the category as a whole. This indicates that shoppers drawn to Ollie’s and Five Below’s recreational vibes spent even more time browsing the aisles in Q1 2024 than they did last year. Ollie’s closeout buying model and shifting array of steeply discounted brand name merchandise is especially conducive to the thrill of the hunt – and the chain saw a remarkable 41.3% of visits lasting more than half an hour in Q1.

Ollie’s Bargain Outlet and Five Below continue to demonstrate their consumer appeal in 2024. As the brands expand, holidays prove to be retail highlights while a culture of treasure hunting has shown its capacity to drive consistent traffic.
For more data-driven retail insights, visit Placer.ai.

In the spirit of retail quarterly earnings season, it has been eye-opening to see the disparity in performances, especially among specialty retailers. This week, Urban Outfitters, Inc. (URBN) reported first quarter earnings, with comparable dollar sales up 4.6%, a strong growth number compared to many in the industry. Urban Outfitters, Inc. benefitted from a diversified retail portfolio, with the growth stemming from its Anthropologie, Free People and Nuuly brands, both in-store and online, while its namesake brand continues to be challenged over the past few years. As far as specialty apparel retailers go, the company has done a fantastic job of creating retail experiences that are unique and irreplaceable for their customers, and finding true competitors of its brands proves difficult.
Looking at Q1 2024 traffic performance, Free People and Anthropologie led the way, echoing the earnings release. Free People visits, excluding FP Movement, grew 8% year-over-year and Anthropologie saw an increase in traffic of 5% year-over-year. Urban Outfitters, on the other hand, actually saw traffic levels beat sales performance, with traffic flat compared to Q1 2023.
Anthropologie, despite retail and economic headwinds, has tightened up its value proposition to consumers and has a clear vision of its target shopper. Using Spatial.ai’s PersonaLive segmentation (as shown below), Anthropologie attracted the most visits from Ultra Wealthy Families in Q1 2024, followed by Young Professionals and Sunset Boomers. Compared to the other portfolio brands, Anthropologie attracts a higher median income consumer and over indexes with more mature consumers, two groups that have higher levels of spending power in today’s economy and haven’t decidedly altered their retail habits as much as middle- and lower-income shoppers. Anthropologie has clearly benefited from the strength of its visitors, and its curated multi-category retail experience that has shielded the chain from the struggles of other home furnishing and apparel retailers. It will be interesting to watch if the brand is able to continue to maintain its success through the remainder of the year if economic conditions become further challenged.
Free People appeals to a consumer somewhat in the middle of both Anthropologie and Urban Outfitters, and has been able to capitalize on Anthropologie’s success and hedge against Urban Outfitters’ struggles. Free People’s design sense makes it a crowd-favorite but also a source for many “dupes” on other retail platforms; however, the influx of similar designs haven’t seen to slow their momentum. FP Movement, the brand’s athleisure line that also has stand alone retail locations, has been another lever for growth. Using Placer.ai to look at three FP movement locations compared to the Free People chain, FP movement grew visits faster than the parent brand, and also had a higher dwell time. Urban Outfitters, Inc. disclosed that dollar sales for Free People were up almost 18% in Q1 2024, but the company doesn't break out sales between FP Movement and Free People. There are some risks with the athleisure market, as brands face softening performance and consumers shift away from more discretionary apparel categories. FP movement has created core and in-demand silhouettes that drive traffic, but with fashion trends, that may not be enough to sustain long-term visit growth.
Finally, there’s the lackluster performance from the namesake brand. Younger adults have so many retail options at their fingertips that retailers who cater to these consumers can often be lost in the shuffle, especially with so much competition coming from online and offline retail. Urban Outfitters long curated a distinct look and feel, as well as a mix of national brands and private labels that differentiated it from competitors; with retailers in similar price bands like Abercrombie & Fitch staging a comeback, Urban Outfitters has lost its footing. Looking into the consumer segments using Spatial.ai’s PersonaLive, Educated Urbanites and Young Professionals top Urban Outfitters segmentation; price-sensitivity could be making younger shoppers more discerning in their apparel purchases. Off-price may also be a factor here and provide higher levels of competition for the customer base. Urban Outfitters holds a lot of brand value, and if the brand is able to right size assortments and value in the short term, there could be upside to bring it closer to its sister brands.
Compared to most of the specialty retail narratives out in the market, Urban Outfitters, Inc. has a lot of positive momentum with a few of its brands. Nuuly, its subscription rental service, was also called out as a positive highlight of the quarter, and learnings about consumer preferences through that service could help to inform the go-forward strategies at Anthropologie, Free People and Urban Outfitters. There is a lot to celebrate as it relates to its discretionary retail fleet, despite the challenges at the namesake brand, and proves that specialty retail that still feels “special” has consumers' lasting attention.

Earlier this week, we attended the National Restaurant Association show in Chicago and had the chance to speak with a wide range of restaurant owner/operators (large chains, small chains, independents, and franchisees) as well as their vendors, distributors, and other technology solutions. We’ve already seen some great recaps of the event (including one from Nation’s Restaurant News), but we thought we’d offer some of our own observations from the event.
Fierce Fight for Visits Amid New Sources of Competition
We discussed this during our trade show preview last week, but concerns about slowing foot traffic trends and increased competition with alternative food retail channels like grocery, dollar stores, and convenience stores was easily the number one topic of discussion at the event. Most operators we spoke with acknowledged flat or year-over-year declines in comparable visits, which is consistent with the year-to-date on most of the restaurant subcategories we monitor (below)
Most of the restaurant executives we spoke to at the event also noted the improvements of prepared food offerings in the grocery and c-store channels as a competitive headwind. One executive even told us that “C-stores have gone from copying QSR category innovations to setting the bar higher in many ways.” We’ve seen this in the channel shift taking place across the food retail category, which we touched upon last week.
As it pertains to competition in the months ahead, operators across all categories admitted that they were curious about the ripple effect of McDonald’s plans to launch a $5 value menu on June 25 (which will run for a month). We’re already starting to see competitors try to front-run McDonald’s $5 value menu, and there will likely be others who introduce similar promotions in the coming weeks. While these offers are likely to help QSR chains recapture some of the visits lost to other channels, these chains will likely need to continue with their value messaging in the back half of the year (especially with the rollbacks taking place at Walmart, Target, and other superstore chains) while also committing to more menu innovation than we’ve seen year-to-date.
Coffee’s Momentum Continues–With A Notable Outlier
One of the two subcategories that is seeing year-over-year increases is coffee. Some of this growth has been fueled by expansion plans of Dutch Bros, 7 Brew Coffee, 151 Coffee, Scooter’s Coffee, Philz Coffee, particularly in the South and Southeast U.S. (something we touched on late last year). Below, we’ve put together a custom chain of drive-thru focused chains versus the category average to put some context behind where the growth in the category is coming from (although the category itself as a whole continues to see healthy growth).
Starbucks–which reported a 7% decline in comparable transactions during its January-March 2024 quarter–is one of the key outliers from this category. Starbucks CEO Laxman Narasimhan called the company’s performance “disappointing” on its most recent update call. There have been no shortage of opinions on why the chain has underperformed, but our data continues to indicate that occasional visitors are the root of the softer visitation trends, much like they were last quarter. To reverse these trends, the company has already launched flavored pearls for a series of summer seasonal drinks and an improved blueberry muffin. Additionally, the company plans to launch more sugar-free customization options (including syrups) as well as a zero-to-low-calorie energy beverage.
Casual Dining’s Quiet Comeback
The other restaurant category posting seeing year-over-year growth may come as a surprise: casual-dining chains. After a slow start to the year due to weather, the category has generally seen low-single-digit growth on a year-over-year basis (something Placer’s blog team pointed out a few weeks ago). Several executives in the casual dining space we spoke with noted that they had started to see improving trends, with a few citing a narrowing price gap with QSR/fast casual chains (in other words, if consumers are going to pay the same price per entree, they’ll gravitate toward casual dining) as well as a continued propensity to spend for events/holidays (a theme we touched on repeatedly in the past).
Where is the growth coming from? There are a couple of expected categories, including steakhouses, breakfast-first concepts, and eatertainment. Asian concepts have also performed well this year, helped by growth from experiential concepts like Kura Sushi and GEN Korean BBQ.
On the other end of the spectrum, we see weakness in Mexican and Seafood concepts. Seafood should not come as a surprise given that one of other notable development in the restaurant industry this week was Red Lobster’s bankruptcy announcement. The company's Endless Shrimp promotion has been widely blamed for the company's bankruptcy filing--and our visitation data does show a spike in visits coinciding with the promotion--but there were certainly other factors such as unfavorable lease terms that played a part.

It’s been nicknamed the “Superbowl for Dealmakers” and this year’s packed ICSC Las Vegas conference paved the way for tons of pipelines. All had comfy shoes on, phones ready to scan badges, and everyone was eager to learn and network.
Based on the buzz in the booths, it’s clear that dealmakers were happy to be able to meet face-to-face. High-demand retail locations are staying strong and able to command higher rents. However, there are also landlords in areas with less demand willing to negotiate and toss in reduced rent or concessions. With higher costs for construction and borrowing and limited supply in hot areas, both landlord and tenants are getting creative with solutions. Some are carving up vacant anchors for non-traditional tenants or experimenting with smaller footprints and more curated merchandise. Kroger is launching new concepts within the ethnic grocery space. Meanwhile others are taking advantage of large spaces to create experiential flagships, as we noted in the panel on “Shifting Store Formats” that Placer participated in, along with Kohl’s, CBRE, and Colliers. Other fascinating panels included understanding the impact of influencer marketing and innovations that are revolutionizing the shopping experience.
In a panel on “The Office - The Effect of Flexible Work Models on Foot Traffic,” a panel including Avison Young, CBRE, and Placer discussed how shoppers are shifting their times and locations for shopping, dining, fitness, and entertainment as a result of migration and varying remote and hybrid work schedules.
Over the course of the conference, one city kept popping up in conversation and that city was Miami. Whether it was cocktail party conversation, pub crawl chit chat, or booth banter, people kept lauding how this city barely missed a beat during COVID, new residents kept flocking in, its vibrant and cosmopolitan feel, and the opportunity for new concepts and store openings here. Let’s unpack some of the things happening in Miami.
Migration
Using Placer’s Migration Dashboard and honing on our Migration Draw tool, we see that Miami’s coastal areas are extremely attractive to residents.

Some of the factors that most affect Miami’s desirability include weather, being pedestrian-friendly, and superior access to restaurants and nightlife.

There are of course some trade-offs as well, such as higher housing costs and overall cost of living than many transplants’ original locales.

Nightlife
If you want to party in the city where the heat is on, Miami's the place for you. Taking a look at the time period of 6pm- midnight, nightlife visits in Miami outnumber those in East Williamsburg, Capitol Hill, or Deep Ellum.
Return to Office
In an interesting twist, Miami also leads in having the highest rate of return-to-office. How do they manage to do that if they’ve been out partying? It’s likely a work hard/play harder mentality. Or, like many at ICSC mentioned, Miami never really closed down as much as other cities during Covid, hence there is less to recover from. Placer's Office Dashboard notes that Miami is in the lead with the highest recovery rate.

Shopping and Entertainment
For those who love all things retail, there are plenty of shopping centers and shopping areas to choose from. Brickell City Centre has seen some of the largest year-over-year increases. Meanwhile, Aventura’s April visits are up considerably compared to last year. The Miami Design District, which the Anchor has written about previously, has also been showing consistent year-over-year growth this year.

The full-service dining segment has experienced its fair share of challenges over the past few years, with pandemic-era closures, rising food and labor costs, and cutbacks in discretionary spending contributing to visit lags. In 2024, visits were down 0.2% year over year (YoY) and remained 8.4% below 2019 levels – a reflection of the significant number of venues that permanently closed over COVID and a testament to the industry's ongoing struggle to regain its pre-pandemic footing.
Yet, even in a difficult environment, some full-service restaurant (FSR) chains are thriving. These brands aren’t waiting for the industry to rebound – they're becoming trendsetters in their own right, proving that stand-out strategy is everything in a challenging market.
This white paper explores brands that are harnessing three key differentiators – fixed-price value offerings, elevated social experiences, and a laser focus on product – to drive full-service dining success in 2025.
One of the most defining trends over the past few years has been the unrelenting march of price increases. And as consumers continue to seek out ways to save, some chains are staying ahead of the pack with fixed-price value offerings that help diners squeeze out the very best bang for their buck.
Golden Corral, the all-you-can-eat buffet chain that lets kids under three eat for free, is one FSR that is benefiting from consumers’ current value orientation. Despite closing several locations in 2024, overall visits to the chain still tracked closely with 2023 levels, declining by just 0.5% – while the average number visits to each Golden Corral restaurant grew 3.8% YoY.
Golden Corral’s value proposition is resonating strongly with budget-conscious Americans eager to enjoy a wide variety of comfort foods at an affordable price. The chain’s visitors tend to come from trade areas with lower median household incomes (HHIs) than traditional full-service restaurant (FSR) diners. And these patrons are willing to travel to enjoy the chain’s value buffet offerings, many of which are situated in rural areas and may require a longer drive. In 2024, 25.2% of Golden Corral’s diners came from over 30 miles away – compared to just 19.2% for the wider FSR segment.
Golden Corral’s continued flourishing proves that in an era of rising costs, diners are willing to go the extra mile (literally) for a restaurant that delivers both quality and affordability.
Children’s party space and eatertainment destination Chuck E. Cheese has had a transformative few years. Following the retirement of its iconic animatronic band, the chain shifted its focus to a new membership model, announcing a revamped Summer of Fun pass in May 2024 – including unlimited visits over a two-month period, steep discounts on food, and up to 250 games per day. The pass proved incredibly popular, with YoY visits surging by 15.6% in May 2024, when the offer launched – a sharp turnaround from the YoY visit declines of the previous months. Recognizing the strong demand, Chuck E. Cheese extended the program year-round – and the strategy has paid off as YoY visits remained positive through the end of 2024.
A closer look at the data suggests that parents are making full use of their unlimited passes: The share of weekday visits was higher in H2 2024 than in H2 2023, likely due to families using their passes for weekday entertainment rather than reserving visits for weekends and special occasions.
At the same time, the share of repeat visitors – those frequenting the chain at least twice a month – also grew. Although these repeat visitors may not purchase additional gameplay beyond the flat fee, their more frequent on-site presence likely translates into increased sales of pizza and other menu items.
While value has been a major motivator for restaurant-goers in recent years, low prices aren’t the only drivers of FSR success. Brands offering unique experiences aimed at maximizing social interaction are also seeing outsized gains.
Though many of these more innovative venues tend to be on the more expensive side, they draw enthusiastic crowds willing to pony up for concepts that combine good food with fun social occasions. And some of the more successful ones bolster perceived value through offerings like fixed-price menus or club memberships.
Korean cuisine has been on the rise in recent years, with restaurants like Bonchon Chicken and GEN Korean BBQ House making significant waves in the dining space. Another chain drawing attention is KPOT Korean BBQ and Hot Pot, which began modestly in 2018 and has since expanded to over 150 locations nationwide.
Diners at KPOT can customize their meals by selecting from a variety of proteins, broths, sauces, and side dishes, known as banchan, while barbecuing or cooking in a hotpot at their table and sipping on the drinks from the menu’s extensive selection. And though pricier than Golden Corral, KPOT also offers an all-you-can-eat experience that lets customers squeeze the most value out of their indulgence.
Location intelligence shows that KPOT’s experiential dining model is resonating with customers: Since Q4 2019, the average number of visits to each KPOT location has risen steadily – even as the chain has grown its footprint – while the average dwell time has also increased. Indeed, rather than a quick dining stop, KPOT has become a destination for guests to linger, enjoying both food and drinks – and an interactive and social experience.
By positioning themselves as gathering places for fine wine aficionados, wine-club-focused concepts such as Postino WineCafe and Cooper’s Hawk Winery are also benefiting from today’s consumers’ emphasis on social experiences. The two upscale dining destinations offer club memberships that combine periodic wine releases with a variety of perks.
And the data suggests that the model is strongly resonating with diners. Both Postino and Cooper’s Hawk have grown their footprints over the past year, driving substantial YoY chain-wide visit increases while average visits per location grew as well – showing that the expansions and experiential offerings are meeting robust demand.
And analyzing the two chains’ captured markets shows that the wine club model enjoys broad appeal across a variety of audience segments.
Unsurprisingly, both wine clubs’ visitor bases include higher-than-average shares of affluent consumers with money to spend, including Experian: Mosaic’s “Power Elite”, “Booming with Confidence”, and “Flourishing Families” segments (the nation’s wealthiest families, as well as affluent suburban and middle-aged households). But the two chains also attract younger, more budget-conscious consumers – Postino, which has many downtown locations, is popular among “Singles and Starters”, while Cooper’s Hawk is popular among “Promising Families” - i.e. young couples with children.
The success of the two brands across various segments underscores the impact of a distinctive experience – especially when paired with a loyalty-boosting membership – in attracting today’s consumers.
Value offerings and unique experiences have the power to drive restaurant visits – but ultimately, a good meal in an inviting atmosphere is a draw in and of itself, as is shown by the success of First Watch and Firebirds Wood Fired Grill.
Breakfast-only restaurant First Watch excels at ambiance and menu innovation, changing up its offerings five times a year and striving to maintain a neighborhood feel at each of its locations.
First Watch has made a point of leaning into its strengths, eschewing discounts in favor of a consistently elevated dining experience and doubling down its strongest day part (weekend brunch), rather than trying to artificially drive up interest at other times.
And the strategy appears to be working: In 2024, visits to First Watch increased 6.6% YoY – with Saturdays and Sundays between 11:00 A.M. and 1:00 P.M. remaining its busiest dayparts by far. Visitors to First Watch also tend to linger over their meals more than at other breakfast chains – in 2024, the restaurant experienced an average dwell time of 54.9 minutes, significantly longer than the 48.7-minute average at other breakfast-focused restaurants.
By focusing on what matters most to its diners – innovative and exciting food and a welcoming atmosphere that allows patrons to enjoy their meals at a leisurely pace – First Watch is continuing to flourish.
Another chain that is growing its footprint and its audience on the strength of a menu and ambiance-focused approach is Firebirds Wood Fired Grill. The chain, known for its “polished casual” vibe and bold, unique flavors, added several new restaurants last year, leading to a 6.5% increase in overall visits. Over the same period, the average number of visits to each Firebirds location held steady – showing that the new restaurants aren’t cannibalizing existing business.
The chain’s success may rest, in part, on its locating its venues in areas rife with enthusiastic foodies. Data from Spatial.ai’s FollowGraph shows that in 2024, Firebird’s trade areas had significantly higher shares of “BBQ Lovers”, “Gourmet Burger Lovers,” and “Foodies” than the nationwide average. This suggests that Firebirds is attracting diners who prioritize the experience of eating – key for a chain that prides itself on putting good food first. The chain is also known for its welcoming decor and design – another aspect that may lead to its strong visit success.
Necessity often serves as the mother of invention, and challenging economic periods continue to spark new trends and innovations in the dining scene. From a heightened focus on value – drawing families and lower-HHI consumers willing to travel for a good deal – to the growing appeal of social dining and the timeless draw of good food – new trends are emerging to meet changing consumer expectations.

Stadiums and arenas – and the communities they call home – have a stake in cultivating engaged team fanbases eager to participate in live events. And venues and teams can employ a variety of strategies to strengthen their connection with fans and draw crowds to the stands.
In this report, we leverage location analytics and audience segmentation to uncover some of the ways that sports franchises and venues are driving engagement – attracting visitors from farther away and appealing to fans more likely to splurge on stadium fare. How does the signing of a star athlete impact arena visitor profiles? What happens to stadium visitation trends when a team’s performance improves dramatically? And how can teams and venues tailor their offerings to more effectively cater to visitor preferences?
We dove into the data to find out.
In sports, the signing of a star athlete can have a ripple effect across the organization, hometown, and league. In addition to driving up overall attendance at games, star power can impact everything from visit frequency to audience profile – and the buying power of stadium attendees.
Lionel Messi’s move to Inter Miami CF after decades of European play brought a foot traffic boost to Chase Stadium (formerly DRV PNK Stadium). But it also shifted the demographics of stadium visitors and increased the distance they traveled to attend a game.
At Inter Miami’s 2022 and 2023 home openers without Messi (he joined the team mid-season in 2023), only 6.4% and 5.3% of visitors to Chase Stadium came from over 250 miles away. But for the 2024 home opener with Messi on the squad, 31.3% of stadium visitors traveled more than 250 miles to attend.
The demographics of visitors at the home opener also changed with Messi on the team. Trade area data combined with the Spatial.ai: PersonaLive dataset reveals that the 2024 home opener received a smaller share of households in the “Near-Urban Diverse Families” (11.2%) and “Young Urban Singles” (7.2%) segments than the two previous years. Meanwhile, shares of “Sunset Boomers” (13.0%) and “Ultra Wealthy Families” (20.1%) increased, indicating that Messi brought an older and more affluent demographic of visitors to the stadium compared to previous years. Messi’s arrival has generated increased revenue for Inter Miami CF, Major League Soccer, and Apple TV+, which has exclusive streaming rights for MLS games. And an influx of affluent out-of-town visitors also has the potential to drive positive outcomes for tourism and employment in the Miami area.
Caitlin Clark’s WNBA debut was another star-powered game changer – this time for women’s basketball. After dazzling the sports world during her college basketball career, Caitlin Clark was drafted first overall to the Indiana Fever before the 2024 WNBA season. The superstar’s arrival has had a staggering economic impact on the city of Indianapolis and the Fever franchise, highlighting the benefit of a top athlete within the local community. However, Clark’s stardom also had a far-reaching impact on the league as a whole, adding tremendous value to the WNBA. Trade area analysis reveals that several WNBA arenas saw an uptick in visitor affluence when hosting the Fever with Clark in the lineup – likely driven in part by the elevated ticket prices associated with her appearances.
When the Minnesota Lynx hosted the Fever on July 14th, 2024, for example, the median HHI of Target Center’s captured market shot up to just over $93K/year, well above the median HHIs for the games immediately before and after that event. (A venue’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the venue’s visitor base.) Similarly, the Fever’s away game against the Connecticut Sun on May 14th, 2024 at Mohegan Sun Arena drove a higher audience median HHI ($103.6K/year) than either of the Sun’s next two home games.
Having a superstar on the roster can drive positive outcomes locally and league-wide – but overall team success is the ultimate goal for any franchise. So it may come as no surprise that stadiums and arenas can drive engagement when their home teams perform well on the field or court. And teams that reverse their fortunes often spark even greater excitement, boosting visitor loyalty, visit duration, and other key metrics.
The Baltimore Orioles had one of the worst records in baseball just a few years ago. But since 2022, the team has flipped the script – stringing together winning seasons and postseason berths. And location intelligence shows that as the team finds success, fans are becoming more engaged with their hometown stadium.
During the 2019 regular season, one of the worst for the club in recent history, stadium attendance suffered, with only 8.3% of visitors to Oriole Park at Camden Yards visiting the stadium at least three times. But during the 2024 regular season, Oriole Park’s share of repeat visitors (those who visited at least three times) was almost double 2019 levels (16.3%) – consistent with a sharp increase in sales of multi-game ticket packages.
In addition to attending games more often, visitors to Oriole Park also appear to be spending more time at the ballpark. During the 2019 regular season, visitors spent an average of 150 minutes at the stadium, but in 2024, the average time at the park increased to 178 minutes – potentially boosting ancillary spending and in-stadium advertising exposure. The increased dwell time of visitors is particularly noteworthy when considering that MLB’s rule changes have significantly shortened average game time.
The more engaged fandom engendered by team success not only impacts stadium visitor behavior, but also has the potential to drive revenue. The Orioles added 20 new corporate sponsors before the 2024 season, likely due to the attention garnered by the well-performing club.
The NFL’s Detroit Lions provide another example of team success that has driven visitor engagement. As the franchise has improved its record in recent years, the trade area size of its stadium – Ford Field – has also increased, indicating elevated attendance from fans living further away.
The Lions finished the regular season with losing records from 2019 to 2021, but finished over .500 in 2022 (9-8), 2023 (12-5), and 2024 (15-2). And with the team’s increasing wins each consecutive season, the size of its stadium's trade area has also increased steadily – reaching 81.3% above 2019 levels in 2024.
This underscores just how much team success matters to fans, who may be more inclined to travel longer distances if they believe their team is likely to win. Ultimately, broader fan engagement across a wider trade area also increases a team’s growth potential beyond in-stadium attendance – driving merchandise sales, increasing viewership, and benefitting both the team and the league as a whole.
While stadium attendance and visitor behavior is often correlated to the performance of the sports teams that play in the arena, sporting venues can also drive fan engagement in ways that aren’t solely tied to team success or big-name athletes. By adapting their concessions and venue operations to visitor preferences, stadiums and arenas can better serve their audiences and strengthen their community presence.
Consumers have been feeling the pinch of rising food costs for quite some time, but at least one NBA team has responded to make concessions at the game more affordable for fans. In December 2024, the Phoenix Suns announced a $2 value menu for all home games at Footprint Center – delivering steep discounts on hot dogs, water, soda, and snacks.
Location analytics suggest that since the value menu launch, more fans who would have otherwise waited until after leaving the venue to grab a bite are now enjoying food and drinks inside the arena. Analysis of five Suns home games just before the value menu launch – between November 26th and December 15th, 2024 – reveals that between 7.0% and 9.3% of stadium visitors visited a dining establishment after leaving the arena. But following the value menu launch before the December 19th, 2024 home game, post-game dining decreased to under 6.0% through the end of the year.
Suns owner Mat Ishbia’s announcement of the new menu called out the need for affordable food options for families at Suns games. As the season progresses, the new menu may drive a larger share of family households to Suns games, which could provide opportunities for advertisers and other stadium partners.
Consumers in Washington – and especially Seattle – are known for their affinity for plant-based diets and environmentally-friendly lifestyles. And that goes for local football fans as well: Audience segmentation provided by the AGS: Behavior & Attitudes dataset combined with trade area data reveals that during September to December 2024, households within Lumen Field’s potential visitor base were 36% more likely to be “Environmentally Conscious Buyers” and “Environmental Contributors” and 39% more likely to be “Vegans” compared to the nationwide average. By contrast, across all NFL stadiums, potential visiting households were 2%, 1%, and 3% less likely, respectively, to belong to these segments.
And Lumen Field has been actively catering to these consumer preferences. The stadium, which has been experimenting with plant-based culinary options for quite some time, was recently recognized as one of the most vegan-friendly stadiums in the NFL. And in December 2024, Lumen became the second stadium in the league to achieve TRUE precertification for its efforts to become a zero-waste venue.
By remaining aligned with its visitor base – including both football fans and people that visit the stadium for other events – Lumen Field encourages visitors to feel at home at their local stadium. And fans may be more connected to their team knowing the club shares their values and respects their lifestyle.
Stadiums and arenas can leverage a variety of strategies to engage visitors in attendance as well as wider audiences. Signing a star athlete, putting together a winning club, or adapting to local preferences are just some of the ways that sports franchises and athletic venues can find success.

Starbucks. Amazon. Barclays. AT&T. UPS. These are just some of the major corporations that have made waves in recent months with return-to-office (RTO) mandates requiring employees to show up in person more often – some of them five days a week.
But how are crackdowns like these taking shape on the ground? Is the office recovery still underway, or has it run its course? And how are evolving in-office work patterns impacting commuting hubs and dining trends? This white paper dives into the data to assess the state of office recovery in 2024 – and to explore what lies ahead for the sector in 2025.
In 2024, office foot traffic continued its slow upward climb, with visits to the Placer.ai Office Index down just 34.3% compared to 2019. (In other words, visits to the Placer.ai Office Index were 65.7% of their pre-COVID levels). And zooming in on year-over-year (YoY) trends reveals that office visits grew by 10.0% in 2024 compared to 2023 – showing that employee (and manager) pushback notwithstanding, the RTO is still very much taking place.
Indeed, diving into quarterly office visit fluctuations since Q4 2019 shows that office visits have been on a slow, steady upward trajectory since Q2 2020, following – at least since 2022 – a fairly consistent seasonal pattern. In Q1, Q2, and Q3 of each year, office visit levels increased steadily before dipping in holiday-heavy Q4 – only to recover to an even higher start-of-year baseline in the following Q1.
Between Q1 and Q3 2022, for example, the post pandemic office visit gap (compared to a Q4 2019 baseline) narrowed from 63.1% to 47.5%. It then widened temporarily in Q4 before reaching a new low – 41.4% – in Q1 2023. The same pattern repeated itself in both 2023 and 2024. So even though Q4 2024 saw a predictable visit decline, the first quarter of Q1 2025 may well set a new RTO record – especially given the slew of strict RTO mandates set to take effect in Q1 at companies like AT&T and Amazon.
Despite the ongoing recovery, the TGIF work week – which sees remote-capable employees concentrating office visits midweek and working remotely on Fridays – remains more firmly entrenched than ever.
In 2024, just 12.3% of office visits took place on Fridays – less than in 2022 (13.3%) and on par with 2023 (12.4%). Though Fridays were always popular vacation days – after all, why not take a long weekend if you can – this shift represents a significant departure from the pre-COVID norm, which saw Fridays accounting for 17.3% of weekday office visits.
Unsurprisingly, Tuesdays and Wednesdays remained the busiest in-office days of the week, followed by Thursdays. And Mondays saw a slight resurgence in visit share – up to 17.9% from 16.9% in 2023 – suggesting that as the RTO progresses, Manic Mondays are once again on the agenda.
Indeed, a closer look at year-over-five-year (Yo5Y) visit trends throughout the work week shows that on Tuesdays and Wednesdays, 2024 office foot traffic was down just 24.3% and 26.9%, respectively, compared to 2019 levels. The Thursday visit gap registered at 30.3%, while the Monday gap came in at 40.5%.
But on Fridays, offices were less than half as busy as they were in 2019 – with foot traffic down a substantial 53.2% compared to 2019.
Before COVID, long commutes on crowded subways, trains, and buses were a mainstay of the nine-to-five grind. But the rise of remote and hybrid work put a dent in rush hour traffic – leading to a substantial slowdown in the utilization of public transportation. As the office recovery continues to pick up steam, examining foot traffic patterns at major ground transportation commuting hubs, such as Penn Station in New York or Union Station in Washington, D.C., offers additional insight into the state of RTO.
Rush hour, for one thing – especially in the mornings – isn’t quite what it used to be. In 2024, overall visits to ground transportation hubs were down 25.0% compared to 2019. But during morning rush hour – weekdays between 6:00 AM and 9:00 AM – visits were down between 44.6% and 53.0%, with Fridays (53.0%) and Mondays (49.7%) seeing the steepest drops. Even as people return to the office, it seems, many may be coming in later – leaning into their biological clocks and getting more sleep. And with today’s office-goers less likely to be suburban commuters than in the past (see below), hubs like Penn Station aren’t as bustling first thing in the morning as they were pre-pandemic.
Evening rush hour, meanwhile, has been quicker to bounce back, with 2024 visit gaps ranging from 36.4% on Fridays to 30.0% on Tuesdays and Wednesdays. Office-goers likely form a smaller part of the late afternoon and evening rush hour crowd, which may include more travelers heading to a variety of places. And commuters going to work later in the day – including “coffee badgers” – may still be apt to head home between four and seven.
The drop in early-morning public transportation traffic may also be due to a shift in the geographical distribution of would-be commuters. Data from Placer.ai’s RTO dashboard shows that visits originating from areas closer to office locations have recovered faster than visits from farther away – indicating that people living closer to work are more likely to be back at their desks.
And analyzing the captured markets of major ground transportation hubs shows that the share of households from “Principal Urban Centers” (the most densely populated neighborhoods of the largest cities) rose substantially over the past five years. At the same time, the share of households from the “Suburban Periphery” dropped from 39.1% in 2019 to 32.7% in 2024. (A location’s captured market refers to the census block groups (CBGs) from which it draws its visitors, weighted to reflect the share of visits from each one – and thus reflects the profile of the location’s visitor base.)
This shift in the profile of public transportation consumers may explain the relatively slow recovery of morning transportation visits: City dwellers , who seem to be coming into the office more frequently than suburbanites, may not need to get as early a start to make it in on time.
While the RTO debate is often framed around employer and worker interests, what happens in the office doesn’t stay in the office. Office attendance levels leave their mark on everything from local real estate markets to nationwide relocation patterns. And industries from apparel to dining have undergone significant shifts in the face of evolving work routines.
Within the dining space, for example, fast-casual chains have always been workplace favorites. Offering quick, healthy, and inexpensive lunch options, these restaurants appeal to busy office workers seeking to fuel up during a long day at their desks.
Traditionally, the category has drawn a significant share of its traffic from workplaces. And after dropping during COVID, the share of visits to leading fast-casual brands coming from workplaces is once again on the rise.
In 2019, for example, 17.3% of visits to Chipotle came directly from workplaces, a share that fell to just 11.6% in 2022. But each year since, the share has increased – reaching 16.0% in 2024. Similar patterns have emerged at other segment leaders, including Jersey Mike’s Subs, Panda Express, and Five Guys. So as people increasingly go back to the office, they are also returning to their favorite lunch spots.
For many Americans, coffee is an integral part of the working day. So it may come as no surprise that shifting work routines are also reflected in visit patterns at leading coffee chains.
In 2019, 27.5% of visits to Dunkin’ and 20.1% of visits to Starbucks were immediately followed by a workplace visit, as many employees grabbed a cup of Joe on the way to work or popped out of the office for a midday coffee break. In the wake of COVID, this share dropped for both coffee leaders. But since 2022, it has been steadily rebounding – another sign of how the RTO is shaping consumer behavior beyond the office.
Five years after the pandemic upended work routines and supercharged the soft pants revolution, the office recovery story is still being written. Workplace attendance is still on the rise, and restaurants and coffee chains are in the process of reclaiming their roles as office mainstays. Still, office visit data and foot traffic patterns at commuting hubs show that the TGIF work week is holding firm – and that people aren’t coming in as early or from as far away as they used to. As new office mandates take effect in 2025, the office recovery and its ripple effects will remain a story to watch.
