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The past couple of years have been challenging ones for the dining industry as high food prices and economic headwinds led many consumers to cut back on unnecessary indulgences. Still, people can’t eat at home all the time, and there’s always demand for restaurants that serve up good food and a welcoming ambiance – without breaking the bank.
So with Q4 2023 under our belts, we dove into the data to check in with two dining chains that are especially good at giving customers what they want: Shake Shack and Wingstop. How did they perform during the final quarter of 2023? And what lies ahead for them in the new year?
Shake Shack, curiously named after an amusement park ride from 70’s hit movie Grease, continues to impress. Following a robust third quarter, the gourmet burger joint maintained strong positive year-over-year (YoY) visit growth throughout Q4 2023 – finishing out the year with a remarkable 24.3% foot traffic jump in December 2023.
Wingstop, another darling of the dining industry, also ended 2023 with a bang. Whether celebrating the New York Knicks with a special lemon garlic flavor, or jumping on the dry January bandwagon with its own “dry rub January”, the popular chicken restaurant draws crowds by staying up-to-date with popular trends. And throughout Q4 2023, Wingstop saw positive visit growth ranging from 12.8% to 16.3%.
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The ongoing success of these two chains in a difficult overall environment shows that there’s more than one way to win at the dining game. With limited-time offerings like White Truffle Burgers, and sandwiches that feature Kimchi slaw, Shake Shack’s relatively upscale offerings have traditionally drawn affluent audiences. But as the chain has continued to expand, its customer base has diversified – with the median household income (HHI) of its captured market dropping by 8.6% over the past four years. Over the same period, the share of ultra-wealthy families and educated urbanites in the restaurant’s captured market declined, while the share of young professionals and urban low income consumers increased. Wider audiences, of course, means broader appeal – and more people getting addicted to Shake Shack’s delicious offerings.
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Wingstop, for its part, has pursued a somewhat different strategy. Positioned as an affordable eatery straddling the space between fast food and fast-casual, Wingstop draws less well-to-do consumers. Combining foot traffic data with demographics from STI’s PopStats shows that the median HHI of Wingstop’s captured market came in at $62.1K in Q4 2023, well below the nationwide baseline of $69.5K.
But despite targeting a demographic with less discretionary income, Wingstop has carved out a niche for itself as a to-go dining destination for people seeking the perfect place to sit down to a nice, big meal with the family. In Wingstop’s four biggest markets – Texas, California, Florida, and Illinois – the chain’s trade areas featured more persons per household than the statewide averages in Q4 2023. And Wingstop’s captured markets were also over-indexed for families with children – showing that parents are particularly likely to pay the restaurant a visit.
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Though food prices have stabilized and consumer confidence has begun to recover, last year ended on a tough note for restaurants. But while the category as a whole has yet to fully regain its footing, chains like Shake Shack and Wingstop are finding success by leaning into evolving consumer demand.
Will cooling inflation kickstart a dining revival? And what does the rest of 2024 have in store for Shake Shack and Wingstop?
Follow Placer.ai to find out.
Few things are more beloved by Americans than a steak – and two of the most popular steakhouse chains in the U.S. are Texas Roadhouse and Outback Steakhouse. Who is visiting these chains, and what characteristics do they share? We take a closer look.
Food-away-from-home prices remained high for much of 2023, presenting challenges for dining establishments as would-be restaurant patrons reconsidered going for a meal out. Outback Steakhouse in particular felt the impact of the dining downturn, with year-over-year (YoY) visits falling in 2023 – although the dip may also be due to the chain’s downsizing its store fleet. And the chain seems to have offset at least some of the drop thanks to its price increases, which increased the value of every visit.
Texas Roadhouse, meanwhile, continued its expansion and benefited from growing YoY foot traffic every quarter of 2023.
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Texas Roadhouse’s success is particularly notable given its trade area median HHI. Both Outback Steakhouse and Texas Roadhouse tend to have a lower median household income (median HH) in their trade areas when compared to the average fast-casual chain, despite having higher price points. The steakhouse leaders also have a trade area median HHI that is significantly lower than the overall fine-dining segment.
The lower median HHI of Texas Roadhouse and Outback Steakhouse visitors suggests that these diners may be avoiding the purchase of more casual, on-the-go meals and instead choosing to direct their more limited funds toward special occasion dining. And Outback Steakhouse and Texas Roadhouse may be seen as an affordable luxury for those seeking a more elevated dining experience than might be found at a local fast-casual joint.
By understanding the types of diners who visit the restaurant, dining chains can make sure to deliver the type of experience their customers are seeking – in this case, a special-occasion dining destination that won't break the bank.
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Outback Steakhouse and Texas Roadhouse Popular Among Suburban Segments
A deeper exploration of the psychographic compositions of each chains’ trade area reveals that suburban families are particularly drawn to Texas Roadhouse and Outback Steakhouse. For both chains, the share of households in Spatial.ai’s PersonaLive “Upper Suburban Diverse Families,” “Suburban Boomers,” and “Wealthy Suburban Families” segments exceeded the statewide average in several major states.
As suburban markets continue gaining momentum, Texas Roadhouse and Outback Steakhouse’s popularity with suburban audiences can help the chains stay ahead of the pack in 2024.
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The State Of Steak
The enduring appeal of a well-made steak (or Blooming Onion, or honey butter) is indisputable. Will customers continue to visit these chains for a special occasion? Or will 2024 bring with it a new shift in diner preferences?
Follow Placer.ai’s data-driven analyses to find out.
The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.
Remote work may not be bad for companies’ bottom lines – but it does appear to have drawbacks for employees. Fully remote workers were 35% more likely to be laid off in 2023 than those who came into the office at least part of the week. And full-time WFH personnel also got fewer promotions.
Still, reaping the benefits of in-person office work doesn’t require a full-time return to office. (Five days a week? Seriously?) And for many participants in the remote work wars, 2023 was a year for compromise. But what did the hybrid model look like in 2023? And who were last year’s office visitors?
We dove into the data to find out.
Analyzing office visit trends over the past several years suggests that some variation of the hybrid model is indeed here to stay – though the jury’s still out on whether we’ve found the sweet spot. Since Q2 2023, quarterly visits to office buildings have remained about 34.0%-38.0% below pre-COVID levels. But Q4 2023 office foot traffic was 12.9% higher than the equivalent period of 2022, suggesting that additional office recovery may still be in the cards.
Regionally speaking, Miami and New York closed out 2023 at the head of the pack, with visits about 20% below the pre-pandemic baseline. Dallas and Chicago finished the year with respective quarterly visit gaps of 31.8% and 43.0%. And San Francisco continued to bring up the rear, with office foot traffic 53.8% below pre-COVID levels.
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These general trends continued into January 2024. Nationwide, office buildings experienced a 42.1% year-over-four-year (Yo4Y) visit gap, potentially indicating stalling recovery. But at the same time, major markets across the country – most impressively San Francisco – saw sustained YoY visit growth, showing that the return to office (RTO) story is still being written.
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Whether office recovery has run its course, or whether 2024 promises a renewed upward trajectory – a more granular picture of the specific habits and characteristics of office-goers can help stakeholders adapt to evolving trends.
And while foot traffic remains substantially below 2019 levels, the affluence of office buildings’ visitor base has very nearly rebounded to what it was before COVID. In Q1 2019, the median household income (HHI) of the Nationwide Office Index’s captured market stood at $91.9K, a metric which plummeted in early 2020 as more affluent employees rode out lockdowns from home. But since then, the median HHI has slowly risen – reaching $90.1K - $91.6K in 2023.
Unsurprisingly, remote and hybrid work opportunities aren’t distributed equally – and wealthier, more-educated workers are better positioned than others to take advantage of them. But visitors to major office buildings tend to have significantly higher-than-average HHIs to begin with (STI’s PopStats puts the nationwide baseline at $69.5K). So even if the median HHI of office visitors is once again close to what it was before COVID, it is these relatively affluent employees that are coming in less frequently and helping to shape the new hybrid normal.
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At the same time, there has been a subtle but distinct decline in the share of parental households in offices’ captured markets – indicating that parents of children accounted for a smaller proportion of office visits in 2023 than in 2019. This change varied by region, with Chicago seeing the smallest shift and tech-heavy San Francisco seeing the largest one.
For many working parents, flexibility is the name of the game – and employees juggling parental responsibilities along with their work loads may be particularly eager to embrace working from home.
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Another data point that’s particularly important for stakeholders to understand is the daily breakdown of office visits throughout the week. And foot traffic data for 2023 shows that the TGIF work week that we first observed in 2022 remains more firmly entrenched than ever. People continue to concentrate office visits mid-week and log on from home on Mondays and especially Fridays – an effect that is most pronounced in San Francisco, and least pronounced in Miami. And for municipalities, CRE companies, and local businesses that rely on office foot traffic, recognizing the persistence of this pattern can be key to making the most of those days when offices are abuzz with activity.
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The new hybrid model remains a work in progress – and it’s too soon to tell whether offices will indeed see further attendance increases in 2024. But either way, the behaviors and attributes of office-goers will continue to evolve, presenting stakeholders with opportunities and challenges alike.
What does 2024 have in store for RTO? And how will the profile of visitors to America’s offices change in the new year?
Follow placer.ai/blog to find out.
Just as the dining space was beginning to recover from the COVID pandemic, the ongoing inflation brought a fresh set of challenges to the sector in 2022 and 2023. How did the headwinds impact Burger King, Popeyes Louisiana Kitchen, Taco Bell, KFC, and other leading brands from the RBI and Yum! Portfolio? We dove into the data to find out.
Restaurant Brands International (RBI) and Yum! Brands each own three QSR banners along with one fast-casual chain. RBI owns the Burger King, Popeyes Louisiana Kitchen, and Tim Hortons brands as well as fast-casual sub chain Firehouse Subs. Yum! Brands operates the KFC, Pizza Hut, and Taco Bell fast-food banners and the fast-casual The Habit Burger Grill.
Both companies’ banners saw year-over-year (YoY) growth in Q1 2023, likely aided by favorable comparisons to an Omicron-plagued Q1 2022. And although traffic dropped off as the year went on – perhaps due to consumers cutting back on dining out – the dip was subdued, with visits staying relatively close to 2022 levels.
RBI’s banners ended the year with just a 2.5% YoY dip in Q4 2023, although Firehouse Subs, Popeyes Louisiana Kitchen, and Tim Hortons all saw positive visit growth for three out of four quarters of 2023.
Following three quarters of YoY visit growth for the Pizza Hut banner and for the company as a whole, Yum! Brands also began feeling the impact of the consumer spending contraction, with the company’s Q4 2023 foot traffic performance 3.7% lower, on average, than in 2022.
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The wider QSR space tends to serve trade areas composed of Census Block Groups with an overall median household income (HHI) that is lower than the median HHI nationwide ($63.2K for QSR compared with $69.5K nationwide). And the median HHI in the trade areas of Pizza Hut, Taco Bell, KFC, Burger King, Tim Hortons, and Popeyes is even lower than the median HHI in the wider QSR space.
The relatively low median HHI in the trade areas of RBI and Yum! Brands’ QSR banners means that visitors to these chains may be feeling particularly frugal, which could explain the slight dips in foot traffic towards the end of 2023.
But some of these brands are already implementing changes to woo back their budget-conscious customers. Taco Bell recently unveiled a new value menu that includes some items priced at $1.99, and several other chains in the Yum! and RBI portfolio have launched national campaigns advertising wallet-friendly promotions – which may well bring foot traffic back up in 2024.
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QSR chains seem particularly attractive to singles, with the trade area of the average QSR brand containing a larger share of one-person and non-family (roommate) households compared to the nationwide average (33.8% to 33.2%). And analyzing the household composition of the QSR banners of RBI and Yum! reveals that the trade areas of these brands tend to include an even larger share of one-person and non-family households than the wider QSR industry. (Pizza Hut is the sole exception, with one-person and non-family households making up 33.6% of households in its trade area – slightly less than the QSR industry average of 33.8%, but still more than the nationwide average of 33.2%.)
The trade areas of QSR brands also tend to include a greater share of large households (households of four or more people) compared to the percentage of 4+ person households nationwide. But Yum! And RBI banners (with the exception of Popeyes) seem to serve fewer 4+ person households compared to the QSR average (although Pizza Hut, Taco Bell, KFC, Burger King, and Tim Hortons still have more 4+ person households in the trade areas compared to the nationwide average.)
This trade area demographic data could help Yum! and RBI plan their 2024 promotions – discounts on larger orders could be particularly appealing to Popeyes diners, but may not necessarily drive demand among the visitor base of the other QSR banners. At the same time, all brands analyzed may benefit from offering value-priced individual items that can help singles living alone or with roommates budget smartly.
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With food-away-from-home prices expected to increase in 2024, chains that offer low-cost options are likely to see a resurgence – and RBI and Yum! may well benefit from consumers’ continued thriftiness.
Who wouldn’t want weekends to last seven days? That’s the thinking behind Marine Layer’s eco-friendly and “absurdly soft” tees. This San Francisco-based company, founded in 2009, has its beginnings in a shirt thrown away by a girlfriend. One man’s trash is another man’s treasure, and from that action sprouted the seeds for founder Mike Natenshon as he set on his quest to create the ultimate soft-on-day-1 shirt. Forty-five stores later, Marine Layer has spread across the nation, timed perfectly with our desire for coziness after extended time at home made comfy clothing a must.
One of the higher-trafficked outdoor Marine Layer locations is at Ponce City Market in Atlanta. This shopping center boasts other in-demand brands like Lululemon, Reformation, and Buck Mason. Another popular location resides at 12South, a Nashville neighborhood spanning a half mile that includes walkable local businesses, bars, and bakeries. White Bison Coffee and Five Daughters Bakery are places to stop in for a bite while shopping. And in Boulder, Pearl St is another pedestrian-friendly venue for shoppers.
It’s clear that certain segments are attracted to Marine Layer’s offer - most notably Young Professionals in Atlanta and Boulder, who make up a quarter of the customers, as well as Ultra Wealthy Families across the board, particularly in Nashville where they comprise a fifth. There are a few clientele differences, such as the fact that Marine Layer draws Urban Low Income in Atlanta and more Sunset Boomers in Boulder.
Looking at the potential market for these three areas, we see some interesting patterns arise via Spatial.ai Followgraph. For instance, all three markets overindex in following the musical Hamilton, fitness brand Peloton, outdoor sporting goods store REI, and the confection Moon Pie. Regarding fashion brands, Tory Burch, J. Crew, Lululemon, Vineyard Vines, and Patagonia are popular too.
Faherty is a brand that has been around for 10 years but that we’ve seen accelerating its physical store footprint in the last few years. Evoking chill surf trips, family bonfires, and hikes in the great outdoors, this American brand invites you to cozy up in its sweaters, spend a Saturday riding the waves, or just all-out enjoy family time and making memories. Its locations span from east coast to west coast, with popular locations in Panama City Beach, New York City, Austin, Manhattan Beach, among others.
The appeal of this brand is such that it finds itself on the beach, in urban high streets, and suburban locations, indicating that it’s really more about the vibe. Not only that, the segments are quite varied in terms of who is shopping at Faherty (using PersonaLive segments). In Panama City Beach, we see largely Ultra Wealthy Families, Sunset Boomers, and Young Professionals. Meanwhile, in SoHo, Educated Urbanites and Young Urban Singles make up the lion’s share of the trade area. The Austin shopper profile is more similar to the Panama City Beach one, with the addition of Educated Urbanites as well. This intergenerational appeal is possibly rooted in the ethos of the brand with its focus on family, friends, and enjoying life’s moments.
One thing that these shoppers do have in common? High household incomes. Most of these shoppers come from households earning $150K+, with particularly high earners hailing from Greenwich, CT.
While the customers from Florida, New York, and Texas are geographically dispersed, they do share some commonalities: an above average propensity to be bubbly drinkers and wine drinkers, clearly in line with the brand’s positioning of celebratory moments. Customers in these three markets also consider themselves “Pilates People”, “Joggers,” and “Fitness Fans.” You will find Faherty devotees from all three of these markets at the spa, at the museum, or enjoying book clubs. And largely in keeping with Faherty’s sustainability promise, many of their customers consider themselves Environmental Activists.
1. Appetite for offline retail & dining is stronger than ever. Both retail and dining visits were higher in H1 2025 than they were pre-pandemic.
2. Consumers are willing to go the extra mile for the perfect product or brand. The era of one-stop-shops may be waning, as many consumers now prefer to visit multiple chains or stores to score the perfect product match for every item on their shopping list.
3. Value – and value perception – gives chains a clear advantage. Value-oriented retail and dining segments have seen their visits skyrocket since the pandemic.
4. Consumer behavior has bifurcated toward budget and premium options. This trend is driving strength at the ends of the spectrum while putting pressure on many middle-market players.
5. The out-of-home entertainment landscape has been fundamentally altered. Eatertainment and museums have stabilized at a different set point than pre-COVID, while movie theater traffic trends are now characterized by box-office-driven volatility.
6. Hybrid work permanently reshaped office utilization. Visits to office buildings nationwide are still 33.3% below 2019 levels, despite RTO efforts.
The first half of 2025 marked five years since the onset of the pandemic – an event that continues to impact retail, dining, entertainment, and office visitation trends today.
This report analyzes visitation patterns in the first half of 2025 compared to H1 2019 and H1 2024 to identify some of the lasting shifts in consumer behavior over the past five years. What is driving consumers to stores and dining venues? Which categories are stabilizing at a higher visit point? Where have the traffic declines stalled? And which segments are still in flux? Read the report to find out.
In the first half of 2025, visits to both the retail and dining segments were consistently higher than they were in 2019. In both the dining and the retail space, the increases compared to pre-COVID were probably driven by significant expansions from major players, including Costco, Chick-fil-A, Raising Cane's, and Dutch Bros, which offset the numerous retail and dining closures of recent years.
The overall increase in visits indicates that, despite the ubiquity of online marketplaces and delivery services, consumer appetite for offline retail and dining remains strong – whether to browse in store, eat on-premises, collect a BOPIS order, or pick up takeaway.
A closer look at the chart above also reveals that, while both retail and dining visits have exceeded pre-pandemic levels, retail visit growth has slightly outpaced the dining traffic increase.
The larger volume of retail visits could be due to a shift in consumer behavior – from favoring convenience to prioritizing the perfect product match and exhibiting a willingness to visit multiple chains to benefit from each store's signature offering. Indeed, zooming into the superstore and grocery sector shows an increase in cross-shopping since COVID, with a larger share of visitors to major grocery chains regularly visiting superstores and wholesale clubs. It seems, then, that many consumers are no longer looking for a one-stop-shop where they can buy everything at once. Instead, shoppers may be heading to the grocery stores for some things, the dollar store for other items, and the wholesale club for a third set of products.
This trend also explains the success of limited assortment grocers in recent years – shoppers are willing to visit these stores to pick up their favorite snack or a particularly cheap store-branded basic, knowing that this will be just one of several stops on their grocery run.
Diving into the traffic data by retail category reveals that much of the growth in retail visits since COVID can be attributed to the surge in visits to value-oriented categories, such as discount & dollar stores, value grocery stores, and off-price apparel. This period has been defined by an endless array of economic obstacles like inflation, recession concerns, gas price spikes, and tariffs that all trigger an orientation to value. The shift also speaks to an ability of these categories to capitalize on swings – consumers who visited value-oriented retailers to cut costs in the short term likely continued visiting those chains even after their economic situation stabilized.
Some of the visit increases are due to the aggressive expansion strategies of leaders in those categories – including Dollar General and Dollar Tree, Aldi, and all the off-price leaders. But the dramatic increase in traffic – around 30% for all three categories since H1 2019 – also highlights the strong appetite for value-oriented offerings among today's consumers. And zooming into YoY trends shows that the visit growth is still ongoing, indicating that the demand for value has not yet reached a ceiling.
While affordable pricing has clearly driven success for value retailers, offering low prices isn't a guaranteed path to growth. Although traffic to beauty and wellness chains remains significantly higher than in 2019, this growth has now plateaued – even top performers like Ulta saw slight YoY declines following their post-pandemic surge – despite the relatively affordable price points found at these chains.
Some of the beauty visit declines likely stems from consumers cutting discretionary spending – but off-price apparel's ongoing success in the same non-essential category suggests budget constraints aren't the full story. Instead, the plateauing of beauty and drugstore visits while off-price apparel visits boom may be due to the difference in value perception: Off-price retailers are inherently associated with savings, while drugstores and beauty retailers, despite carrying affordable items, lack that same value-driven brand positioning. This may suggest that in today's market, perceived value matters as much as actual affordability.
Another indicator of the importance of value perception is the decline in visits to chains selling bigger-ticket items – both home furnishing chains and electronic stores saw double-digit drops in traffic since H1 2019.
And looking at YoY trends shows that visits here have stabilized – like in the beauty and drugstore categories – suggesting that these sectors have reached a new baseline that reflects permanently shifted consumer priorities around discretionary spending.
A major post-pandemic consumer trend has been the bifurcation of consumer spending – with high-end chains and discount retailers thriving while the middle falls behind. This trend is particularly evident in the apparel space – although off-price visits have taken off since 2019 (as illustrated in the earlier graph) overall apparel traffic declined dramatically – while luxury apparel traffic is 7.6% higher than in 2019.
Dining traffic trends also illustrate this shift: Categories that typically offer lower price points such as QSR, fast casual, and coffee have expanded significantly since 2019, as has the upscale & fine dining segment. But casual dining – which includes classic full-service chains such as Red Lobster, Applebee's, and TGI Fridays – has seen its footprint shrink in recent years as consumers trade down to lower-priced options or visit higher-end venues for special occasions.
Chili's has been a major exception to the casual dining downturn, largely driven by the chain's success in cementing its value-perception among consumers – suggesting that casual dining chains can still shine in the current climate by positioning themselves as leaders in value.
Consumers' current value orientation seems to be having an impact beyond the retail and dining space: When budgets are tight, spending money in one place means having less money to spend in another – and recent data suggests that the consumer resilience in retail and dining may be coming at the expense of travel – or perhaps experiences more generally.
While airport visits from domestic travelers were up compared to pre-COVID, diving into the data reveals that the growth is mostly driven by frequent travelers visiting airports two or more times in a month. Meanwhile, the number of more casual travelers – those visiting airports no more than once a month – is lower than it was in 2019.
This may suggest that – despite consumers' self-reported preferences for "memorable, shareable moments" – at least some Americans are actually de-prioritizing experiences in the first half of 2025, and choosing instead to spend their budgets in retail and dining venues.
The out of home entertainment landscape has also undergone a significant change since COVID – and the sector seems to have settled into a new equilibrium, though for part of the sector, the equilibrium is marked by consistent volatility.
Eatertainment chains – led by significant expansions from venues like Top Golf – saw a 5.5% visit increase compared to pre-pandemic levels, though YoY growth remained modest at 1.1%. On the other hand, H1 2025 museum traffic fell 10.9% below 2019 levels with flat YoY performance (+0.2%). The minimal year-over-year changes in both categories suggest that these entertainment segments have found their new post-COVID equilibrium.
The rise of eatertainment alongside the drop in museum visits may also reflect the intense focus on value for today's consumers. Museums in 2025 offer essentially the same value proposition that they offered in 2019 – and for some, that value proposition may no longer justify the entrance fee. But eatertainment has gained popularity in recent years as a format that offers consumers more bang for their buck relative to stand-alone dining or entertainment venues – which makes it the perfect candidate for success in today's value-driven consumer landscape.
But movie theaters traffic trends are still evolving – even accounting for venue closures, visits in H1 2025 were well below H1 2019 levels. But compared to 2024, movie traffic was also up – buoyed by the release of several blockbusters that drove audiences back to cinemas in the first half of 2025. So while the segment is still far from its pre-COVID baseline, movie theaters retain the potential for significant traffic spikes when compelling content drives consumer demand.
The blockbuster-driven YoY increase can perhaps also be linked to consumers' spending caution. With budgets tight, movie-goers may want to make sure that they're spending time and money on films they are sure to enjoy – taking fewer risks than they did in 2019, when movie tickets and concession prices were lower and consumers were less budget-conscious.
H1 2025 also brought some moderate good news on the return to office (RTO) front, with YoY visits nationwide up 2.1% and most offices seeing YoY office visit increases – perhaps due to the plethora of RTO mandates from major companies. But comparing office visitation levels to pre pandemic levels highlights the way left to go – nationwide visits were 33.3% below H1 2019 levels in H1 2025, with even RTO leaders New York and Miami still seeing 11.9% and 16.1% visit gaps, respectively.
So while the data suggests that the office recovery story is still being written – with visits inching up slowly – the substantial gap from pre-pandemic levels suggests that remote and hybrid work models have fundamentally reshaped office utilization patterns.
Five years post-pandemic, consumer behavior across the retail, dining, entertainment, and office spaces has crystallized into distinct new patterns.
Traffic to retail and dining venues now surpasses pre-pandemic levels, driven primarily by value-focused segments. But retail and dining segments that cater to higher income consumers –such as luxury apparel and fine dining – have also stabilized at a higher level, highlighting the bifurcation of consumer behavior that has emerged in recent years. Entertainment formats show more variability – while eatertainment traffic has settled above and museums below 2019 levels, and movie theaters still seeking stability. Office spaces remain the laggard, with visits well below pre-pandemic levels despite corporate return-to-office initiatives showing modest impact.
It seems, then, that the new consumer landscape rewards businesses that can clearly articulate their value proposition to attract consumers' increasingly selective spending and time allocation – or offer a premium product or experience catering to higher-income audiences.
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1. Overall dining traffic is mostly flat, but growth is concentrated in specific areas.
While nationwide dining visits were nearly unchanged in early 2025, western states like Utah, Idaho, and Nevada showed moderate growth, while states in the Midwest and South, along with Washington D.C., saw declines.
2. Fine dining and coffee chains are growing through expansion, not just busier locations.
These two segments were the only ones to see an increase in total visits, but their visits-per-location actually decreased, indicating that opening new stores is the primary driver of their growth.
3. Higher-income diners are driving the growth in resilient categories.
The segments that saw visit growth—fine dining and coffee—also attracted customers with the highest median household incomes, suggesting that affluent consumers are still spending on dining despite economic headwinds.
4. Remote work continues to reshape dining habits.
The share of suburban customers at fine dining establishments has increased since 2019, while it has decreased for coffee chains. This reflects a shift towards "destination" dining closer to home and away from commute-based coffee runs.
5. Limited-service restaurants own the weekdays; full-service restaurants win the weekend.
QSR, fast casual, and coffee chains see the majority of their traffic from Monday to Friday, whereas casual and fine dining see a significant spike in visits on weekends.
6. Each dining segment dominates a specific time of day.
Consumer visits are highly predictable by the hour: coffee leads in the early morning, fast casual peaks at lunch, casual dining takes the afternoon, fine dining owns the dinner slot, and QSR captures the late-night crowd.
Overall dining visits held relatively steady in the first five months of 2025, with year-over-year (YoY) visits to the category down 0.5% for January to May 2025 compared to the same period in 2024. Most of the country saw slight declines (less than 2.0%), though some states and districts experienced larger drops: Washington, D.C, saw the largest visit gap (-3.6% YoY), followed by Kansas and North Dakota (-2.9%), Arkansas (-2.8%), Missouri and Kentucky (-2.6%), Oklahoma (-2.1%), and Louisiana (-2.0%).
Still, there were several pockets of moderate dining strength, specifically in the west of the United States. January to May 2025 dining visits in Utah, Idaho, and Nevada increased 1.8% to 2.4% YoY, while the coastal states saw traffic rise 0.6% (California) to 1.2% (Washington). Vermont also saw a slight increase in dining visits (+1.9%).
Diving into visit trends by dining segment shows that fine dining and coffee saw the strongest overall visit trends, with visits to the segments up 1.3% and 2.6% YoY, respectively, between January and May 2025. But visits per location trends were negative for both segments – a decline of 0.8% YoY for fine dining and 1.8% for coffee during the period – suggesting that much of the visit strength is due to expansions rather than more crowded restaurants and coffee shops.
In contrast, full-service casual dining saw overall visits decrease by 1.5%, while visits per location remained stable (+0.2%) YoY between January and May 2025. Several casual dining chains have rightsized in the past twelve months – including Red Lobster, TGI Fridays, and Outback Steakhouse – which impacted overall visit numbers. But the data seems to show that their rightsizing was effective, as the remaining locations successfully absorbed the traffic and maintained performance levels from the previous year. And the monthly data also provides much reason for optimism, with May traffic up both overall and on a visit per location basis – suggesting that the casual dining segment is well positioned for growth in the second half of 2025.
Meanwhile, QSR and fast casual chains saw similar minor visits per venue dips (-1.5% and -1.2%, respectively). At the same time, QSR also saw an overall visit dip (-0.8%) while traffic to fast casual chains increased slightly (+0.3%) – suggesting that the fast casual segment is expanding more aggressively than QSR. But the two segments decoupled somewhat in May, with overall traffic and visits per venue to fast casual chains up YoY while traffic remained flat and visits per venue fell slightly for QSR – perhaps due to the relatively greater affluence of fast casual's consumer base.
Analyzing the income levels of visitors to the various dining segments over time shows that each segment followed a slightly different trend – and the differences in visitor income may help explain some of the current traffic patterns.
The only three segments with YoY visit growth – casual dining, fine dining, and coffee – also had the highest captured market median household income (HHI). Although the median HHI in the captured market of upscale and fine dining chains fell after COVID, it has risen back steadily over time and now stands at $98.0K – slightly higher than the $97.1K median HHI between January to May 2019. This may explain the segment's resilience in the face of wider consumer headwinds. Meanwhile, the median HHI at fast casual and coffee chains has fallen slightly, perhaps due to aggressive expansions in the space – including Dave's Hot Chicken and Dutch Bros – which likely broadened the reach of the segments, driving visits up and trade area median HHI down.
Like fine dining, casual dining also saw its trade area median HHI increase slightly over time – but the segment has still been facing visit dips. This could mean that, even though consumers trading down to casual dining may have boosted the trade area median HHI for the segment, it still might not have been enough to make up for the customers lost to tighter budgets.
The QSR segment saw its trade area median HHI remain remarkably steady – and visits to the segment have also been quite consistent – staying between $70.6K and $70.9K between 2019 and 2025 – which may explain why the segment's visits remained relatively stable YoY.
Diving into the psychographic segmentation shows that, although the fine dining segment attracted visitors from the highest-income areas between January and May 2025, fast casual chains drew the highest share of visitors from suburban areas, followed by casual dining and coffee. QSR attracted the smallest share of suburban visitors, with just 30.5% of the category's captured market between January and May 2025 belonging to Spatial.ai: PersonaLive suburban segments.
But looking at the data since 2019 reveals small but significant changes in the shares of suburban audiences in some categories' captured markets. And although the percentage changes are slight, these represent hundreds of thousands of diners every year.
The data shows that shares of suburban segments in the captured markets of fine dining chains have increased, while their share in the captured market of coffee chains has decreased. The shares of suburban visitors to QSR, fast casual, and casual chains have remained relatively steady.
This may suggest that the COVID-19 pandemic and the subsequent rise of remote and hybrid work models are still impacting consumer dining habits, benefiting destination-worthy experiences in suburban locales such as fine dining chains while reducing the necessity of daily coffee runs that were often tied to commuting and office work. Meanwhile, the stability in QSR, fast casual, and casual dining segments could indicate that these categories continue to meet consistent suburban demand for convenience and everyday dining, largely unaffected by the redistribution seen in the fine dining and coffee sectors.
Although QSR, fast casual, casual dining, fine dining, and coffee all fall under the wider dining umbrella, the data shows distinct consumer behavior patterns regarding visits to these five categories.
Limited service segments, including QSR, fast casual, and coffee tend to see higher shares of visits on weekdays, while full service segments – casual dining and fine dining – receive higher shares of weekend visits. Diving deeper shows that QSR has the largest share of weekday visits, with 72.3% of traffic coming in between Monday and Friday, followed by fast casual (69.8% of visits on weekdays) and coffee (69.4% of visits on weekdays.) Looking at trends within the work week shows that QSR receives a slightly larger visit share between Monday and Thursday compared to the other limited service segments. Meanwhile, coffee seems to receive the smallest share of Friday visits – 16.3% compared to 17.0% for fast casual and 17.2% for QSR.
On the full-service side, casual dining and fine dining chains have relatively similar shares of weekend visits (39.0% and 38.8%, respectively), but fine dining also sees an uptick of visits on Fridays (with 19.1% of weekly visits) as consumers choose to start the weekend on a festive note.
Hourly visit patterns also show variability between the segments. Coffee is the unsurprising leader of early visits, with 14.6% of visits taking place before 8 AM and, almost two-thirds (64.9%) of visits taking place before 2 PM. Fast casual leads the lunch rush (29.4% of visits between 11 AM and 2 PM), casual dining chains receive the largest share of afternoon (2 PM to 5 PM) visits, and fine dining chains receive the largest share of dinner visits, with almost 70% of visits taking place between 5 PM and 11 PM. QSR leads the late night visit share – 4.1% of visits take place between 11 PM and 5 AM – followed by casual dining chains (3.2% late night and overnight visit share), likely due to the popularity of 24-hour diners.
This suggests that each dining segment effectively "owns" a different part of the day, from the morning coffee ritual and the quick lunch break to the leisurely evening meal and late-night cravings.
An analysis of average visit duration also reveals a small but lasting shift in post-pandemic dining behavior. Between January and May 2025, the average dwell time for nearly every dining segment was shorter than during the same period in 2019. This efficiency trend is evident across limited-service categories like QSR, fast casual, and coffee shops, suggesting a continued emphasis on speed and convenience.
The one notable exception to this trend is upscale and fine dining, where the average visit duration has actually increased compared to pre-COVID levels. This may suggest that, while visits to most segments have become more transactional, consumers are treating fine dining more as an extended, deliberate experience, reinforcing its position as a destination-worthy occasion.
1. The Midwest is the only region where Black Friday retail visits outpace Super Saturday.
But several major Midwestern markets, including Chicago and Detroit, actually see higher shopper turnout on Super Saturday.
2. Holiday season demographic shifts also vary across regions.
Nationwide, electronics stores see a slight uptick in median household income (HHI) in December – yet in certain markets, electronics retailers such as Best Buy see a drop in captured market median HHI during this period.
3. Back-to-school shopping starts earliest for clothing and office supplies retailers in the South Central region, likely tied to earlier school schedules.
But back-to-school visits surge higher for these retailers in the Northeast later in the season.
4. The share of college students among back-to-school shoppers varies by region.
In August 2024, “Collegians” made up the largest share of Target’s back-to-school shopping crowd in New England, and the smallest in the West.
5. Mother’s Day drives the biggest restaurant visit spikes in the Middle Atlantic Region, while Father’s Day sees its biggest boosts in the South Atlantic states.
Mother’s Day diners also tend to travel farther to celebrate, suggesting an extra effort to treat mom.
6. Western states proved particularly responsive to McDonald’s recent Minecraft promotion.
During the week of A Minecraft Movie’s release, the promotion drove significantly higher visit spikes in the West than in the Eastern U.S.
Retailers rely on promotional events to fuel sales – from classics like Black Friday and back-to-school sales to unique limited-time offers (LTOs) and pop-culture collaborations. Yet consumer preferences and behavior can vary significantly by region, making it critical to tailor campaigns to local markets.
This report dives into the data to reveal how consumers in 2025 are responding to major retail promotions, exploring both broad regional trends and more localized market-level nuances. Where is Black Friday most popular, and which areas see a bigger turnout on Super Saturday? Where are restaurants most packed on Mother’s Day, and where on Father’s Day? Which region kicks off back-to-school shopping – and where are August shoppers most likely to be college students? And also – which part of the country went all out on McDonald’s recent Minecraft LTO?
Read on to find out.
Promotions aimed at boosting foot traffic on key holiday season milestones like Black Friday and Super Saturday are central to retailers’ strategies across industries. The day after Thanksgiving and the Saturday before Christmas typically rank among in-store retail’s busiest days, last year generating foot traffic surges of 50.1% and 56.3%, respectively, compared to a 12-month daily average. And
But a closer look at regional data shows that these promotions land differently across the country. In the Midwest, Black Friday outperformed Super Saturday last year, fueling the nation’s biggest post-Thanksgiving retail visit spike – a testament to the milestone’s strong local appeal. Meanwhile, in the Western U.S. Black Friday trailed well behind Super Saturday, though both milestones drove smaller upticks than in other regions. And in New England and the South Central states, Super Saturday achieved its biggest impact, suggesting that last-minute holiday specials may resonate especially well in that area.
Digging deeper into major Midwestern hubs shows that even within a single region, holiday promotions can produce widely different responses.
In St. Louis, Indianapolis, and Minneapolis, for example, consumers followed the broader Midwestern pattern, flocking to stores on Black Friday exhibiting less enthusiasm for Super Saturday deals. By contrast, Chicago and Detroit saw Super Saturday edge ahead, with Chicago’s Black Friday peak falling below the nationwide average of 50.1%. examples highlight the power of local preferences to shape holiday campaign results.
Holiday promotions don’t just drive visit spikes; they also spark subtle but significant changes in the demographic profiles of brick-and-mortar shoppers, expanding many retailers’ audiences during peak periods. And these shifts, too, can vary widely across regions.
Outlet malls, department stores, and beauty & self-care chains, for instance, which typically attract higher-income consumers, tend to see slight declines in the median household incomes (HHI) of their visitor bases in December. This dip may be due to promotions drawing in more mid- and lower-income shoppers during the peak holiday season. Electronics stores and superstores, on the other hand, which generally serve a less affluent base, see modest upticks in median HHI in the lead-up to Christmas.
But once again, drilling further down into regional chain-level data reveals more nuanced regional patterns. Take Best Buy, a leading holiday season electronics destination. In some of the chain’s biggest, more affluent markets – including New York, Los Angeles, and Chicago – the big-box retailer sees small dips in median HHI during December. But in Atlanta and Houston – also relatively affluent, but slightly less so – December saw a minor HHI uptick, hinting at a stronger holiday rush from higher-income shoppers in those cities.
Back-to-school promotions also play a pivotal role in the retail calendar, with superstores, apparel chains, office supply stores and others all vying for shopper attention. And though summer markdowns drive increased foot traffic nationwide, both the timing of these shifts and the composition of the back-to-school shopping crowd differ among regions.
Analyzing weekly fluctuations in regional foot traffic to clothing and office supplies stores shows, for example, that back-to-school shopping picks up earliest in the South Central region, likely due to earlier school start dates.
But the biggest visit peaks occur in the Northeast – with clothing retailer foot traffic surging in New England in late August, and office supplies stores seeing an even bigger surge in the Middle Atlantic region in early September. Retailers and advertisers can plan their back-to-school deals around these differences, targeting promotions to local trends.
Though K-12 families drive much of the back-to-school rush, college student shoppers also play a substantial role. And here, too, their participation varies by region.
For instance, the “Collegians” segment accounted for 2.2% of Target’s shopper base nationwide over the past year – rising to 3.0% in August 2024. But regionally, the share of “Collegians” soared as high as 4.0% in New England versus just 2.2% in the West. So while retailers in New England may choose to lean into the college vibe, those in Western states may place greater emphasis on families with children.
When it comes to dining, Mother’s Day and Father’s Day are the busiest days of the year for the full-service restaurant (FSR) category, as families treat their parents to a hassle-free meal out. And eateries nationwide capitalize on this trend by offering a variety of deals and promotions that add a little extra charm (and value) to the experience.
Nationwide, Mother’s Day drives more FSR foot traffic than Father’s Day – except in parts of the Pacific Northwest, where Father’s Day traditions run especially deep. Still, the size of these holiday boosts varies substantially by region.
This year, for instance, Mother’s Day (May 11, 2025) drove the largest FSR surge in the Middle Atlantic, with the South Atlantic and Midwest not far behind. Father’s Day, by contrast, saw its biggest lift in the South Atlantic. Mother’s Day proved least resonant in the West, whereas Father’s Day had its smallest impact in New England.
Dining behavior also differs between the two occasions. Mother’s Day celebrants display a slight preference for morning FSR visits and a bigger one for afternoon visits, while Father’s Day crowds favor evenings – perhaps reflecting a preference for sports bars and later dinners with dad. Another interesting nuance: On Mother’s Day, a larger share of FSR visits originate from between 3 and 50 miles away compared to Father’s Day, suggesting that families go the extra mile – sometimes literally – to celebrate mom.
While established dates like Black Friday or Mother’s Day naturally spur promotions, brands can also craft their own moments with limited-time offers (LTOs). And much like holiday campaigns, these retailer-led events can produce varied outcomes across different regions.
Fast food restaurants, for example, have leaned heavily on limited-time offers (LTOs) and pop-culture tie-ins to fuel buzz in what remains a challenging overall market. And McDonald’s recent Minecraft promotion, launched on April 1, 2025 to coincide with the April 3 release of A Minecraft Move, shows just how impactful the practice can be.
Nationally, the Minecraft promotion (featuring offerings for both kids and adults) drove a 6.9% lift in visits during the movie’s opening week. But the impact of the promotion was far from uniform across the U.S. Many of McDonald’s Western markets – including Utah, Idaho, Nevada, California, Texas, Arizona, Colorado, and Oregon – recorded visit lifts above 10.0%. Meanwhile, Kentucky saw a 2.1% dip, and several other Eastern states registered modest gains below 3.0%. The McDonald’s example illustrates the power of regional tastes to shape the success of even the most creative pop-culture collabs.
Whether it’s properly timing holiday and back-to-school discounts, recognizing where Mother’s Day or Father’s Day will resonate more, or pinpointing markets that respond best to pop-culture tie-ins, the data reveals that effective promotions depend heavily on local nuances. And by analyzing regional and DMA-level trends, retailers and advertisers can craft compelling, relevant campaigns that heighten engagement where it matters most.
