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How is lululemon performing in a challenging retail environment, and what does Black Friday data suggest about the holiday shopping season already under way? We dove into the data to find out.
Visits to lululemon were up 4.2% year over year (YoY) in Q3 2025 – a promising sign ahead of the holidays. And though monthly same-store visits trended slightly negative YoY, same-store traffic grew in October – a positive sign ahead of a critical holiday season.
Looking back at previous holiday seasons provides further room for optimism for lululemon. The retailer reliably sees late-year traffic spikes – on Black Friday and especially at the end of December, when its End-of-Year sale and Boxing Day discounts pull in last-minute and bargain-seeking shoppers.
Black Friday 2025 data shows that luluemon is already off to a strong start, with visits surpassing even last year's strong performance – the chain experienced a 350.8% increase in visits compared to its January to September 2025 daily visit average.
Looking ahead, this early momentum positions lululemon to reclaim share during what many retailers expect to be a tighter holiday season. Given macroeconomic headwinds and shifting consumer sentiment, early wins like this may be critical – strong traffic now could translate into outsized holiday-season revenue, reinforce customer loyalty, and help offset any softening in post-Black-Friday demand.
Lululemon is driving increased foot traffic despite visit softness earlier in the year and persistent consumer headwinds. With the all-important holiday season fast-approaching, will the chain continue to drive visit growth?
For more data-driven retail insights follow Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Prior to Black Friday, mall visits across the three formats (indoor malls, open-air shopping centers, and outlet malls) were running comfortably ahead of 2024 levels. But during the week of Black Friday 2025, visits to indoor malls and open-air centers flattened or even dropped year over year – suggesting that many shoppers had moved their trips to earlier in November, when mall retailers had begun rolling out early Black Friday promotions.
A closer look at daily traffic across the Black Friday weekend reveals how this shift played out. Friday performed well across all formats, with indoor mall visits rising 3.1% year over year, open-air centers up 1.7%, and outlet malls essentially flat but still slightly positive. But Saturday and Sunday traffic declined YoY, weighing down on Friday's gains and pulling the whole week into negative YoY territory.
So Friday retained its status as the high-impact day, but the rest of the weekend showed signs of promotional fatigue – or simply that shoppers had already taken advantage of the deals they wanted.
If visit counts capture one dimension of consumer behavior, dwell time reveals another. The share of visits lasting more than an hour declined across all mall formats relative to last year, indicating a more mission-driven shopper – someone who arrives with a plan, moves efficiently, and heads on to the next task. The trend may also hint at a strategic shift: some consumers may have used earlier November visits to scout specific items or sizes, allowing them to streamline their Black Friday trips and focus on securing the best deals both inside and outside the mall.
Most importantly, a broader look at year-over-year monthly visits shows that the early surge in November traffic more than offset the softness during Black Friday week, ultimately providing November 2025 with an overall YoY traffic boost. This pattern suggests that the holiday season’s momentum is becoming less dependent on a single weekend and increasingly shaped by how effectively retailers engage shoppers throughout the month – and the longer holiday season as a whole.
Black Friday mall data suggests that consumers are still engaging deeply with physical retail, yet the cadence of that engagement is evolving. They are starting earlier, concentrating their in-person activity in shorter bursts, and reserving their longest visits for fewer occasions. For retailers, this dynamic underscores the importance of capturing Friday’s surge, aligning promotions with earlier November interest, and offering experiences compelling enough to draw shoppers back later in the weekend. For landlords, the data highlights opportunities to support purposeful shopping with frictionless navigation, efficient operations, and programming that encourages dwell at moments when the natural impulse may be to move quickly.
As December data comes into view – from Super Saturday to the final week before Christmas – the key question will be whether these patterns continue or whether late-season urgency reshapes the curve once again. For now, the early read is clear: shoppers are showing up, but on their own terms, and malls that adapt to this more intentional consumer are positioned to capture the strongest returns.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Black Friday 2025 offered an early look at how consumers are approaching a holiday season defined by tighter budgets and more deliberate spending. Foot traffic trends across regions and retail categories show that while the traditional Black Friday playbook still generates major surges for core retail segments, value-oriented formats and convenient, low-cost treats are playing a larger role in shaping how and where shoppers decide to spend. The data points to a consumer who is highly selective: willing to pursue standout deals, but just as focused on stretching their dollars and fitting purchases into packed holiday routines.
The map below shows retail visits on Black Friday (November 28, 2025) compared to each DMA’s year-to-date daily average. Purple areas indicate DMAs where Black Friday traffic rose more than the national average increase of 53.0%, while yellow areas represent markets where the surge fell below that benchmark.
Once again, the Midwest led the country in in-person Black Friday activity, far outpacing major coastal metros. The region’s strong turnout reflects how sharply Midwestern shoppers respond to clear, compelling value. For retailers and dining brands hoping to grow their footprint in the region, the takeaway is straightforward: transparent pricing, well-structured promotions, and messaging that reinforces everyday value can go a long way in capturing visits.
Several value-focused categories – thrift stores, wholesale clubs, off-price retailers, and discount & dollar stores – posted year-over-year (YoY) visit gains, even though their increases relative to typical daily traffic were relatively modest. This YoY growth on a day defined by aggressive discount-hunting suggests that these formats are becoming meaningful Black Friday destinations – and could indicate that more consumers are motivated by the final price they pay rather than the size of the advertised markdown.
Still, the data also makes clear that traditional Black Friday winners can draw crowds. Mid-tier department stores, beauty, sporting goods, and electronics all saw outsized visit spikes relative to their YTD averages, with department stores more than doubling typical weekend traffic.
Together, the data paints a picture of a holiday season defined by careful tradeoffs: Even amid macroeconomic pressure, mid-tier retailers can still draw high-intent shoppers – especially if offering the right discount. At the same time, value-focused formats are gaining traction among consumers watching their budgets more closely.
Consumers’ in-store behavior over Black Friday also reflected a strong focus on value. The share of longer visits (30+ minutes) increased across all four Black Friday mainstays – mid-tier department stores, beauty & self care, sporting goods, and electronics – reflecting a consumer base willing to invest more time to secure the right deal. Many shoppers likely used in-store browsing as a strategy to compare options, verify value, and assemble baskets made up of multiple smaller-ticket items rather than focusing their spend on a single high-priced purchase. The uptick in extended visits suggests that Black Friday is becoming as much about maximizing savings as it is about fulfilling gift lists – an approach aligned with shoppers’ heightened price sensitivity and the growing emphasis on strategic, mission-driven store trips.
Overall, the rise in longer visits also underscores that value – not just discounts – shaped the in-store experience this year, prompting consumers to slow down, evaluate options, and leave with fuller baskets.
Coffee chains were one of Black Friday’s most unexpected standouts, with visits to drive-thru forward formats in particular (Dutch Bros, 7 Brew Coffee, and Scooter's Coffee) surging 47.5% to 52.6% higher than their YTD daily average. These spikes show how strongly convenient, low-ticket beverages resonate on a day otherwise dominated by big purchases and aggressive deal-hunting.
The Black Friday visit boosts also reveal that, even as budgets tighten, consumers continue to make space for small, affordable indulgences – especially those that fit naturally into a day of errands and shopping. For coffee chains, this underscores the value of speed, seamless access, and timely seasonal offerings. For retailers, it highlights the role food-and-beverage stops play in the broader holiday journey, creating opportunities for cross-promotion and helping stabilize traffic around peak shopping windows.
As the holiday season continues, the trends emerging from Black Friday suggest retailers should prepare for a consumer defined by cautious but purposeful spending. Regions that respond most strongly to value, categories anchored in everyday affordability, and concepts that offer convenience and small indulgences all appear well positioned to capture incremental holiday visits. Retailers that adapt with localized value messaging, balanced promotional strategies, and partnerships or offerings that align with shoppers’ broader journeys stand to benefit as consumers prioritize both savings and ease.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Home-cooked meals may anchor the holidays, yet dining out remains a key part of the seasonal rhythm. Examining how visits trended last year helps illuminate which segments could gain the most traction this December and where holiday dining demand may concentrate.
While the holiday season is a major period for retail, some dining segments also experience a notable lift. Visits to the coffee category outperformed their 2024 weekly average in November, likely boosted by the appeal of leading chains' holiday menu and the popularity of Starbucks' Red Cup Day. The category saw another surge the week before Christmas, as shoppers sought out caffeine to power through last-minute errands.
Full-service restaurants tend to see visitation build towards the end of the holiday season – visits were 7.1% higher than average the week of December 16th, 2024, and remained elevated during the week of Christmas, even as other dining categories experienced slight dips. This likely reflects the shift from workday and errand-driven routines to family gatherings, out-of-town guests, and special-occasion meals. Meanwhile, categories like QSR, fast casual, and coffee tend to soften as commuting, shopping, and other everyday behaviors pause for the holiday.
Meanwhile, fast-casual and quick-service segments trended lower during holidays than they did during the rest of the year – though the week before Christmas bucked the trend, likely lifted by shoppers stopping for quick meals amid last-minute errands.
Within full-service dining, upscale and fine-dining concepts were the clear standouts of the season. The segment saw steady gains throughout December, culminating in a 33.7% jump the week of December 16th and remaining elevated into Christmas week – a pattern likely supported by companies and large groups booking higher-end restaurants for end-of-year celebrations.
Breakfast-first chains, by contrast, showed softer performance for most of the period and only saw meaningful lifts during family-focused holiday weeks, when out-of-town visitors and holiday traditions drove more morning and brunch outings.
Casual dining and eatertainment concepts also experienced holiday-related bumps, but in distinct ways. Casual dining saw a brief boost the week of November 11th, likely tied to Veterans Day promotions, and then a more meaningful lift the week before Christmas as consumers grabbed convenient meals while running last-minute errands. Eatertainment venues, on the other hand, peaked during Christmas week, benefiting from families seeking activity-based outings once holiday gatherings were underway. While neither category matched the sustained strength of upscale dining, each captured demand consistent with the role they play in the holiday dining cycle.
Looking ahead to this year’s holiday season, the year-over-year dining patterns point to a dining landscape led once again by upscale and fine dining. This segment is the only one showing consistent momentum heading into November, with steady gains that suggest another strong December for premium full-service concepts.
The rest of the full-service category is entering the season on more uneven footing. Breakfast-first chains, eatertainment venues, and casual dining brands are all tracking close to or below last year’s levels, with several weeks of declines and only brief periods of improvement. While the weeks of November 10th and 17th offer early signs of stabilization for some segments, the broader picture remains mixed.
Still, holiday dining behaviors typically shift sharply as Thanksgiving, Christmas travel, and family gatherings come into focus. If past patterns hold, all four segments may see meaningful late-season lifts – but upscale dining is the category best positioned to outperform as the holidays accelerate.
Upscale and fine dining, coffee, and breakfast-first chains demonstrated clear seasonal lifts last year. As December approaches, will these patterns re-emerge, or will consumer caution lead to wider pull-backs among the dining segment?
For the most up-to-date dining data, check out Placer.ai’s free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Thanksgiving brought a healthy rise in movie theater traffic while still trailing 2024’s exceptional highs. The gap points to a growing reality in the theatrical space: In 2025, audiences show up strongest when franchises – and preferably, multiple franchises at once – lead the way.
Thanksgiving reliably drives a surge in theater visits, as families seek shared holiday activities and studios lean into the demand by releasing family-friendly blockbusters. This year was no different, when the release of Wicked: For Good on November 21st and Zootopia 2 on November 26th – both installments in well-established franchises – helped fuel a holiday bump. Movie theater visits climbed 218% higher than the YTD average for a typical Wednesday on the Wednesday before Thanksgiving, while Black Friday traffic rose 103.2% above the average Friday so far in 2025.
Still, movie theater traffic fell significantly short of 2024 levels, dropping 27.9% on the Wednesday before Thanksgiving and 31.7% on Black Friday. These gaps underscore just how extraordinary last year’s slate was, when Wicked and Gladiator II opened the Friday before Thanksgiving, followed by Moana 2 the next Wednesday. These franchise titles – and, in the case of Wicked, a film backed by a major existing IP – produced unusually large attendance spikes throughout the 2024 holiday window.
Analyzing year-to-date traffic patterns at movie theaters reinforces just how dependent theaters have become on major franchise installments. Throughout 2025, nearly every pronounced traffic peak aligns with a franchise launch – from Captain America: Brave New World on Valentine’s Day to Minecraft in April, Jurassic World: Rebirth and Superman in July, and The Conjuring: Last Rites in September.
These weekends routinely spiked movie traffic over the release weekend – and the strongest releases produced multi-week periods of elevated visitation. As shown in the chart below, titles like Minecraft, Jurassic World, and the latest Mission: Impossible kept both weekday and weekend traffic meaningfully higher for two to four weeks – often until the next major blockbuster arrived.
The data suggests that moviegoing has shifted from a routine outing to an event-driven decision. Audiences aren’t heading to theaters just for the experience anymore – they go when a specific film feels worth the trip, typically a sequel or another piece of well-known IP. As a result, theaters no longer see steady week-to-week demand, though blockbusters can still drive weeks of elevated traffic.
As the holiday season continues, theaters have an opportunity to extend the strong, IP-driven momentum that has shaped 2025 so far. December brings a lineup of major sequels and family-friendly releases – including Avatar: Fire and Ash and The SpongeBob Movie: Search for SquarePants, both arriving the Friday before Christmas. These titles are poised to draw large holiday audiences and, if recent patterns hold, generate multi-week lifts that support not only theaters but the broader mix of surrounding businesses.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Darden Restaurants Inc. (NYSE: DRI) owns and operates some of the country’s most recognizable dining brands. The group carried solid traffic and sales momentum into Q3 2025, led by LongHorn and Olive Garden, positioning it for a successful holiday season.
We analyzed recent visit trends to see which concepts are driving Darden’s growth – and which are likely to drive big gains during the holiday season.
After a softer start to 2025, Darden’s visit growth strengthened as the year progressed. Portfolio-wide traffic increased 2.3% year over year (YoY) in Q2 and 3.0% in Q3, supported in part by an expanding footprint. Most analyzed months also posted YoY gains, with October closing the period on a strong note at a 4.5% traffic increase. And the company’s steady visit growth has helped boost sales, reflected in recent results with Q3 FY25 sales growing by 6.2%, with blended same-restaurant sales up 0.7%.
Visit patterns across Darden’s three largest brands show that the company’s growth isn’t just coming from new unit expansion – it’s also being fueled by healthy same-restaurant performance.
Olive Garden posted steady same-restaurant gains throughout the period, ranging from 1.0% to 4.8%, while LongHorn delivered 0.9% and 6.0% YoY increases. As Darden’s two largest concepts, these brands remain the company’s key growth drivers, with Olive Garden’s value positioning and LongHorn’s affordability-focused messaging helping sustain elevated visit levels. Cheddar’s Scratch Kitchen also contributed meaningfully, recording visit increases each month.
Taken together, the results underscore a resilient portfolio. Even as parts of the casual dining sector face pressure, Darden continues to grow visits across its flagship concepts.
In addition to its core brands, Darden operates a robust portfolio of smaller upscale concepts – several of which serve as major holiday-season traffic drivers. And early visit data suggests that these banners are poised for another strong seasonal performance, alongside the company’s flagship banners.
In 2024, Seasons 52 – Darden’s polished, seasonally-inspired brand – enjoyed a sizable visit boost during the weeks before and of Christmas as guests sought elevated, special-occasion experiences. Ruth’s Chris Steak House experienced a similar surge, reflecting strong holiday demand for premium steakhouse experiences. And although Yard House focuses more on beer and bar-forward fare, its ability to attract higher-income visitors helped deliver a modest seasonal bump as well. Meanwhile, Olive Garden and LongHorn Steakhouse also drew increased traffic as value-oriented diners leaned on familiar, crowd-pleasing offerings during the holiday period.
Fast-forward to 2025, and early foot-traffic trends suggest another strong holiday season for these banners. Visits across the last weeks of October through mid-November were broadly positive – and if current momentum carries forward, Darden’s elevated and casual dining concepts appear well-positioned to match or even surpass last year’s holiday strength.
Even in an economic climate marked by consumer caution, Darden is enjoying elevated visits. And this momentum seems poised to carry through both casual and upscale banners as the company approaches a high-traffic holiday season.
For the most up-to-date dining data, check out Placer.ai’s free tools.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Consumer preferences have shifted over the past five years. COVID-19 and inflation impacted shopping habits and behaviors across the retail space – and while some of the changes were short-lived, others appear to have more staying power. Now, with memories of the lockdowns fading, and as the inflation that plagued much of 2022 and 2023 wanes (hopefully), we analyzed location intelligence data to understand what the retail and dining landscape looks like today.
This report leverages historical and current foot traffic data and trade area analysis to better understand the current retail and dining landscape and reveal consumer trends likely to shape 2024 and beyond. Which segments have benefited most from the shifts of the past five years? How are legacy brands staying on top of current shopping and dining trends? Where are people shopping and dining in 2024? And what characterizes the modern consumer?
One of the major retail stories of the past five years has been the rise of Discount & Dollar Stores. Category leaders such as Dollar General and Dollar Tree expanded significantly prior to the pandemic, which helped these essential retailers attract large numbers of customers during the initial months of lockdowns.
During this period, many Discount & Dollar Stores invested in more than just their store count – several leading chains also expanded their grocery selection, allowing these companies to compete more directly for Grocery and Superstore shoppers. As Discount & Dollar Stores continued growing their store fleets – and as the pandemic gave way to inflation concerns – shoppers looking for more affordable consumables options gravitated to this segment.
Location intelligence shows that the rapidly opening stores and stocking them with fresh groceries is working – since 2019, Discount & Dollar Stores have slowly but steadily grown their visit share relative to the Grocery and Superstore sectors.
In 2019, Discount & Dollar retailers captured 15.1% of the visit share between the three categories analyzed. This number grew by a full percentage point between 2019 and 2020 and the trend has continued, with the category enjoying 16.6% of the relative visit share in 2023. Meanwhile, Superstores’ relative visit share decreased during the same period, dropping from 41.7% in 2019 to 40.0% in 2023, while the relative visit share of Grocery Stores remained mostly stable.
Still, consumers are not giving up their regular Grocery or Superstore run quite yet – over 80% of combined visits to Grocery Stores, Superstore, and Discount & Dollar Store sectors still go to Grocery Stores and Superstores. But the data does indicate that some shoppers are likely choosing to shop for groceries and other consumables at Discount & Dollar Stores. And CPG companies and category managers looking to reach customers where they shop may want to consider adding Discount & Dollar Stores to their distribution channels.
The key question that remains is how much of the gained visit share can the Discount & Dollar leaders maintain as the economic environment improves. This metric will be the strongest sign of whether the short term gains made within a favorable context drove long term value.
Superstores’ visit share may be shrinking somewhat in the face of Discount & Dollar Stores’ growth. But diving into the Superstore leaders reveals that these macro-shifts are having a different impact on the various sub-categories within the wider Superstore segment.
Walmart remains the undisputed Superstore leader thanks to its 61.8% share of overall visits to Walmart, Target, Costco, Sam’s Club, and BJ’s in 2023. But 61.8% is still lower than the 66.3% relative visits share that the Superstore behemoth enjoyed in 2019. Meanwhile, Target grew its relative visit share from 17.3% in 2019 to 19.3% in 2023, while the combined visit share of the three membership club brands increased from 16.5% in 2019 to 18.9% in the same period.
Some of the shift in visit share can be attributed to Walmart closing several locations while Target, Costco Sam's Club, and BJ's expanded their fleet – but other factors are likely at play.
Costco and Target attract the most affluent clientele of the five chains analyzed, which could explain why these chains have seen significant growth at a time when many consumers are operating with tighter budgets. The success of these companies also suggests that there are enough consumers willing to spend beyond the basics – as shown with Target’s Stanley Cup success (more on that below) – to support a varied product selection that includes higher-priced options. It also speaks to a high upside on a per customer basis for chains that have proven effective at providing higher-end products alongside those with a value orientation. This speaks to a unique capacity to effectively address “the middle” – an audience that is defined neither solely by value-seeking nor by high-end product proclivities.
Sam's Club and BJ’s also give shoppers an opportunity to save by buying in bulk and cutting down on shopping trips – and related gas expenses – which may also have contributed to their success. The increase in the relative visit share of wholesale clubs indicates that today’s consumer might react positively to more options for bulk purchases in non-warehouse club chains as well.
Retail is not the only sector that has seen slow and steady shifts in recent years – the dining space was also significantly impacted by pandemic restrictions of 2020-2021 and the inflation of 2022-2023. Location intelligence reveals shifts in both the types of establishments favored by consumers and in the in-store behaviors of dining consumers.
Convenience stores’ dining options have evolved in recent years, with today’s consumers heading to Wawa for a freshly made specialty hoagie or to Buc-ee’s to enjoy the chain’s variety of specialty snacks.
Analyzing the visit distribution among C-Stores and other discretionary dining categories (Fast Food and QSR, Restaurants, and Breakfast & Coffee, not including Grocery and Superstores) showcases the growing role of C-Stores in the dining space. Between 2019 and 2023, C-stores' visit share relative to the other discretionary dining categories jumped from 24.2% to 27.1%. The relative visit share of Breakfast, Coffee, Bakeries & Dessert Shops also grew slightly during the period. Meanwhile, Restaurants’ relative visit share dropped from 13.8% to 11.7% and Fast Food & QSR’s dipped from 51.8% to 50.6%.
Several factors are likely driving this evolution. Most Restaurants shuttered temporarily at the height of the pandemic while C-Stores remained open – and consumers likely took the opportunity to get acquainted with C-Stores’ food-away-from-home options. And many C-Stores expanded their footprint in recent years, while some dining chains downsized, which likely also contributed to the changes in relative visit share between the segments.
But the continued growth of C-Stores between 2021 and 2022, and again between 2022 and 2023, indicates that many diners are now embracing C-Store food out of choice and not just due to necessity. The rise of the Breakfast, Coffee, Bakeries & Dessert Shops category alongside C-Stores in the past five years may also highlight the current appetite for affordable grab-and-go food options. And with C-Store operators embracing the shifts brought on by the pandemic and actively expanding their food options, diners are increasingly likely to consider C-Stores for their portable meals and packaged snacks.
C-Store visitors are increasingly receptive to trying new products at their local c-store. So how can C-Store operators and CPG companies determine which products will best appeal to customers? Analyzing the trade areas of seven major chains – 7-Eleven, Wawa, Casey’s, QuikTrip, Cumberland Farms, Plaid Pantry, and Buc-ee’s – using the Spatial.ai: FollowGraph dataset reveals significant variance in food preferences between the chains’ visitor bases.
For instance, Plaid Pantry visitors were 55% more likely than the nationwide average to fall into the “Asian Food Enthusiasts” segment in 2023, in contrast with Casey’s visitors who are 7% less likely to belong to this psychographic. Residents of the trade areas of QuikTrip and Buc-ee’s rank highest for "Fried Chicken Lovers," while Cumberland Farms and Plaid Pantry visitors register the least interest. C-Store operators, QSR franchisees, packaged food manufacturers, and other stakeholders can leverage these insights to optimize food offerings, identify promising partnership opportunities, and find new venues for product testing.
While C-Stores stores may be the exciting story of the day, Full-Service Restaurants continue to play a major role in the wider dining landscape. And despite the ongoing economic headwinds, several dining brands and categories are seeing growth – although location intelligence suggests that in-restaurant behavior may be changing as well.
For example, the hourly visits distribution for leading steakhouse chains has shifted over the past five years: Between 2019 and 2023, Texas Roadhouse, LongHorn Steakhouse, and Outback Steakhouse all saw a jump in the share of visits occurring between 2:00 PM and 6:00 PM – not typical steak eating hours.
Outback and Texas Roadhouse offer early bird dinner specials while LongHorn has a happy hour, so some diners may be choosing to visit these restaurant chains earlier in the evening in order to stretch their eating out budget. Other consumers who are still working from home most of the week may also be eating on a more flexible schedule, and these diners may be having more late lunches in 2023 when compared to 2019. Restaurant operators, drink providers, and menu developers may want to adapt their offerings to this emerging mid-afternoon rush.
The data examined above shows changes within key retail and dining segments over the past five years. So what do these shifts reveal about today’s consumer? What are shoppers and diners looking for in 2024?
The beginning of 2024 was marked by an Arctic blast and plunging temperatures. Consumers, unsurprisingly, hunkered down at home – and foot traffic to many retail categories took a dip. But the declines were short-lived, and by the fourth week of January 2024 foot traffic had rebounded across major categories.
Still, zooming into weekly visit performance for key retail and dining categories for the first eight weeks of the year reveals that the cold did not impact all segments equally – and the subsequent resurgence boosted some sectors more than others.
Discount & Dollar Stores had the strongest start to 2024, with YoY visits up almost every week since the start of the year, and the category showing even more substantial growth once the cold spell subsided. The Grocery category also succeeded in exceeding 2023 weekly visit levels almost every week, although its visit increases were more subdued than those in the Discount & Dollar Store segment.
Superstore and C-Store experienced relatively muted YoY declines in early January and saw significant weekly visit growth as Q1 progressed, with C-Stores outperforming Superstores by late January 2024. And Dining – which suffered a particularly heavy blow in early 2024 – also rebounded with gusto, offering another strong indicator of the resilience of today’s consumer.
Like in the wider Dining industry, weekly YoY visits to the QSR segment quickly rebounded following the unusual cold of the first three weeks of January 2024. And three chains from across the QSR spectrum – legacy chain Wingstop, rapidly expanding Raising Cane’s, and regional cult favorite Whataburger – are seeing particularly strong foot traffic performances.
Diving deeper into the location intelligence reveals that the three chains’ success may be due in part to their visitor base composition: The trade areas of all three brands included a larger share of four-person households compared to the nationwide average of 24.6%.
Wingstop, Raising Cane’s, and Whataburger’s menus all include larger orders to create shareable meals. And larger households seem to be particularly receptive to dining options that allow them to save money, which could explain the significant share of 4+ person households that visit these chains.
The success of these diverse QSR chains also indicates that, although larger households may have more expenses – and might therefore be more impacted by inflation – they can also drive visits to brands that cater to their needs. So dining operators and food manufacturers looking to attract family demographics may consider offering larger meal combos or larger packaging to help larger households splurge on affordable luxuries without breaking the bank.
Perhaps the most significant sign that today’s consumers are still willing to spend money on non-essentials is the recent success of the Starbucks X Stanley “Pink Cup”. The cup has caused such a sensation that re-sellers ask for up to six times the original $50 price – and for those unwilling to shell out the big bucks on the cup, enterprising cup owners offer photo shoots with the product for $5.
The Starbucks X Stanley “Pink Cup” was released on January 3rd, 2024 and could only be bought at Starbucks kiosks located inside a Target. Viral videos of the release circulated on social media, showing eager crowds lining up early in the morning for the chance to be first to grab their cup. Location intelligence reveals that these early morning visits were significant enough to change Target’s typical hourly visit pattern.
Foot traffic between 7:00 AM and 9:00 AM on January 3rd, 2024 accounted for 4.4% of daily visits, compared to 2.6% of daily visits occurring during that time slot on a typical Wednesday in January or February. And demand for the pink Stanley cup drove a spike in daily visits as well – overall daily visits to Target on January 3rd were 18.7% higher than the average Wednesday visits in January and February 2024.
The visit trends to Target on Pink Cup Day are particularly impressive given the freezing weather in some regions of the country and because consumers were coming off the holiday shopping season. And the success of the cup shows that 2024’s shopper is willing to show up – especially for a viral product. Creating buzzy marketing campaigns, then, may be the key to driving retail success.
The retail changes of the past few years have left their mark on how people shop, eat, and spend. And keeping ahead of these changes allows companies and product managers to ensure they can tailor their offerings – whether product selection or marketing campaigns – to the right audience.

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.
This white paper includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.
The remote work war is far from over – and as the labor market cools, companies are ramping up efforts to get workers back in the office. But even those employers that are cracking down on WFH aren’t generally insisting that employees come in five days a week – for the most part.
Indeed, a growing consensus seems to posit that though in-person work carries important benefits, plugging in remotely at least part of the time also has its upsides. Nixing the daily commute can put the ever-elusive work/life balance within reach. And there’s evidence to suggest that remote work can enhance productivity – limiting distractions and letting workers lean into their individual biological clocks (so-called “chronoworking”).
But the precise contours of the new hybrid status-quo are still a work in progress. And to keep up, relevant stakeholders – from employers and workers to municipalities and local businesses – need to keep their fingers on the pulse of how this fast-changing reality is evolving on the ground.
This white paper dives into the data to explore some of the key trends shaping the office recovery. The analysis is based on Placer.ai’s Nationwide Office Index, which examines foot traffic data from more than 1,000 office buildings across the country. What was the trajectory of the post-COVID office recovery in 2023? What impact did return-to-office (RTO) mandates have on major cities nationwide, including New York, Dallas, San Francisco, and others? And how has the demographic and psychographic profile of office-goers changed since the pandemic?
Analyzing office building foot traffic over the past several years suggests that the office recovery story is still very much being written. After plummeting during COVID, nationwide office visits began a slow but steady upward climb in 2021, reaching about 70.0% of January 2019 levels in August 2023.
Since then, the recovery appears to have stalled – with some observers even proclaiming the death of RTO. But looking back at the office visit trajectory since 2019 shows that the process has been anything but linear, with plenty of jumps, dips, and plateaus along the way. And though office foot traffic tapered somewhat between November 2023 and January 2024, this may be a reflection of holiday work patterns and of January’s unusually cold and stormy weather, rather than of any true reversal of RTO gains. Indeed, if 2024 is anything like last year, office visits may yet experience an additional boost as the year wears on.
TGIF Vibes
But for now, at least, a full return to pre-COVID work norms doesn’t appear to be in the cards. And like in 2022, last year’s hybrid work week gave off some serious TGIF vibes.
On Tuesdays, Wednesdays, and Thursdays, office foot traffic was just 33.2% to 35.3% lower than it was pre-COVID. But on Mondays and Fridays, visits were down a whopping 46.0% and 48.9%, respectively. From a Year-over-year (YoY) perspective too, the middle of the week experienced the most pronounced visit recovery, with Tuesday, Wednesday, and Thursday visits up about 27.0% compared to 2022.
The slower Monday and Friday office recovery may be driven in part by workers seeking to leverage the flexibility of WFH for extended weekend trips. (Indeed, hybrid work even gave rise to a new form of nuptials – the remote-work wedding.) So-called super commuters, many of whom decamped to more remote locales during COVID, may also prefer to concentrate visits mid-week to limit time on the road. And let’s face it – few people would object to easing in and out of the weekend by working in their pajamas. Whatever the motivating factors – and despite employer pushback – the TGIF work week appears poised to remain a fixture of the post-pandemic working world.
Analyzing nationwide office visitation patterns can shed important light on evolving work and commuting norms. But to really understand the dynamics of office recovery, it is crucial to zoom in on local trends. RTO in tech-heavy San Francisco doesn’t look the same as it does in New York’s financial districts. And commutes in Dallas are very different than in Chicago or Washington, D.C.
Overall, foot traffic to buildings in Placer.ai’s Nationwide Office Index was down 36.8% in 2023 compared to 2019 – and up 23.6% compared to 2022. But drilling down into the data for seven major markets shows that each one experienced a very different recovery trajectory.
In New York and Miami, offices drew just 22.5% and 21.9% less visits, respectively, in 2023 than in 2019 – meaning that they recovered nearly 80.0% of their pre-COVID foot traffic. In New York, remote work policy shifts by major employers like Goldman Sachs and JPMorgan appear to have helped set a new tone for the financial sector. And Miami may have benefited from Florida’s early lifting of COVID restrictions in late 2020, as well as from the steady influx of tech companies over the past several years.
San Francisco, for its part, continued to lag behind the other major cities in 2023, with office building foot traffic still 55.1% below 2019 levels. But on a YoY basis, the northern California hub experienced the greatest visit growth of any analyzed city, indicating that San Francisco’s office recovery is still unfolding.
To better understand the relationship between employees’ occupational backgrounds and local office recovery trends, we examined the share of Financial, Insurance, and Real Estate sector workers in the captured markets of different cities’ office buildings. (A POI’s captured market is derived by weighting the census block groups (CBGs) in its True Trade Area according to the share of actual visits from each CBG – thus providing a snapshot of the people that actually visit the POI in practice). We then compared this metric to each city’s year-over-four-year (Yo4Y) office visit gap.
The analysis suggests that the finance sector has indeed been an important driver of office recovery. Generally speaking, cities with greater shares of employees from this sector tended to experience greater office recovery than other urban centers. And for New York City in particular, the dominance of the finance industry may go some way towards explaining the city’s emergence as an RTO leader.
Regional differences notwithstanding, office foot traffic has yet to rebound to pre-COVID levels in any major U.S. market. But counting visits only tells part of the RTO story. Stakeholders seeking to adapt to the new normal also need to understand the evolving characteristics of the in-office crowd. Are office-goers more or less affluent than they were four years ago? And is there a difference in the employee age breakdown?
To explore the evolution of the demographic and psychographic attributes of office-goers since COVID, we analyzed the captured markets of buildings included in the Placer.ai Office Indexes with data from STI (Popstats) and Spatial.ai (PersonaLive). And strikingly, despite stubborn Yo4Y office visit gaps, the profiles of last year’s office visitors largely resembled what they were before COVID – with some marked shifts. This may serve as a further indication that 2023 brought us closer to an emerging new normal.
The median household income (HHI) of the Office Indexes fell during COVID. But by 2022, the median HHI in the trade areas of the Office Indexes was climbing back nationwide in all cities analyzed, and fell just 0.6% short of 2019 levels in 2023. And in some cities, including San Francisco and Dallas, the median HHI of office-goers is higher now than it was pre-pandemic.
Better-paid, and more experienced employees often have more access to remote and hybrid work opportunities – and at the height of the pandemic, it was these workers that disproportionately stayed home. But as COVID receded, many of them came back to the office. Now, even if high-income workers – like many other employees – are coming in less frequently, their share of office visitors has very nearly bounced back to what it was before COVID.
Who are the affluent employees driving the median HHI back up? Foot traffic data suggests that much of the HHI rebound may be fueled by “Educated Urbanites” – a segment defined by Spatial.ai PersonaLive as affluent, educated singles between the ages of 24 and 35 living in urban areas.
For younger employees in particular, fully remote work can come at a significant cost. A lot of learning takes place at the water cooler – and informal interactions with more experienced colleagues can be critical for professional development. Out of sight can also equal out of mind, making it more difficult for younger workers that don’t develop personal bonds with their co-workers and to potentially take other steps to advance their careers.
Analyzing the trade areas of offices across major markets shows that – while parents were somewhat less likely to visit office buildings in 2023 than in 2019 – affluent young professionals are making in-person attendance a priority. Indeed, in 2023, the share of “Educated Urbanites” in offices’ captured markets exceeded pre-COVID levels in most analyzed cities – although the share of this segment still varied between regions, as did the magnitude of the shift over time.
Miami and Dallas, both of which feature relatively small shares of this demographic, saw more dramatic increases relative to their 2019 baselines – but smaller jumps in absolute terms. On the other end of the spectrum lay San Francisco, where the share of “Educated Urbanites” jumped from 47.8% in 2019 to a remarkable 50.0% in 2023. New York office buildings, for their parts, saw the share of this segment rise from 28.8% in 2019 to 31.0% in 2023.
Other segments’ RTO patterns seem a little more mixed. The share of “Ultra Wealthy Families” – a segment consisting of affluent Gen Xers between the ages of 45 and 54 – is still slightly below pre-COVID levels on a nationwide basis. In 2023, this segment made up 13.0% of the Nationwide Office Index’s captured market – down slightly from 13.3% in 2019. In New York and San Francisco, for example – both of which saw the share of “Educated Urbanites” exceed pre-COVID levels last year – the share of “Ultra Wealthy Families” remained lower in 2023 than in 2019. At the same time, some cities’ Office Indexes, such as Miami, Dallas, and Los Angeles, have seen the share of this segment grow Yo4Y.
Workers belonging to this demographic tend to be more established in their careers, and may be less likely to be caring for small children. Well-to-do Gen Xers may also be more likely to be executives, called back to the office to lead by example. But employees belonging to this segment may consider the return to in-person work to be a choice rather than a necessity, which could explain this cohort’s more varied pace of RTO.
COVID supercharged the WFH revolution, upending traditional commuting patterns and offering employees and companies alike a taste of the advantages of a more flexible approach to work. But as employers and workers seek to negotiate the right balance between at-home and in-person work, the office landscape remains very much in flux. And by keeping abreast of nationwide and regional foot traffic trends – as well as the shifting demographic and psychographic characteristics of today’s office-goers – stakeholders can adapt to this fast-changing reality.

Last year ended on a high note for many retailers, with cooling inflation and rebounding consumer confidence contributing to a robust holiday season. Still, 2023 was a year of headwinds for the sector, as consumers traded down and cut back on unnecessary indulgences.
In the midst of these challenges, some segments thrived. Continued prioritization of health and wellness by consumers drove strong visit growth for the Fitness and Beauty & Self Care segments – which emerged as 2023 winners and enjoyed positive foot traffic growth in Q4. At the same time, price consciousness drove foot traffic to Discount & Dollar Stores and Superstores, both of which made inroads into the affordable grocery space during the year.
The Grocery category, too, saw a 4.3% jump in visits last year compared to 2022, as well as a slight uptick in Q4 visits. And even the discretionary Dining sector held its own, with a 2.1% year-over-year (YoY) annual increase in foot traffic, and a Q4 quarterly visit gap of just 1.8%.
Fitness had a particularly strong 2023, buoyed by consumers’ sustained interest in self-care and wellness. Since the pandemic, gym memberships have graduated from a discretionary expense to something of a necessity – an important investment in health and wellbeing. The category has also likely continued to benefit from the post-COVID craving for experiences.
And quarterly data shows that the Fitness segment is positively flourishing. Throughout most of Q4 2023, Fitness venues experienced YoY weekly visit growth ranging from 8.8% to 12.2%. (The unusual visit spike and dip during the last two weeks of the quarter are due to calendar discrepancies: The week of December 18th, 2023 is being compared to the week of December 19th, 2022, which included Christmas Day – while the week of December 25th, 2023 is being compared to the week of December 26th, 2022, which did not).
Drilling down into the data for several leading fitness chains shows that there’s plenty of success to go around. Crunch Fitness – ranked by Entrepreneur as 2024’s top fitness franchise – led the pack with a remarkable 28.2% YoY annual increase in visits, partly fueled by the steady expansion of its fleet. And while other value gyms like Planet Fitness also saw robust visit growth, the boost wasn’t limited to budget options. Given the Fitness sector’s already-impressive 2022 performance, the category’s strong YoY showing is especially noteworthy.
Beauty & Self Care was another category to benefit from 2023’s obsession with wellness – as well as the “lipstick effect”, which sees consumers treating themselves to fun, affordable luxuries when money’s tight. Driven in part by the evolving preferences of Gen Z consumers, cosmetics leaders have embraced wellness-focused approaches to cosmetics that prioritize self-care and self-expression. This strategy continues to prove successful: Throughout Q4 2023, Beauty & Self Care chains saw steady YoY weekly visit growth, especially in November and early December – perhaps highlighting Beauty’s growing role in the holiday shopping frenzy.
One brand leading the cosmetics pack in 2023 was Ulta Beauty – which drew growing crowds with its diverse product selection. Everybody loves makeup, and Ulta makes sure to have something for everyone – from discount fare to more upscale products. Buff City Soap, which now pairs its signature offerings with experiential vibes at some 270 locations across 33 states, also experienced YoY annual visit growth of 14.7%. And Bath & Body Works, which made the Wall Street Journal’s list of best-managed companies for 2023, also saw visit strength, with an overall increase in annual foot traffic, even as Q4 visits saw a slight decline.
If wellness was a key retail buzzword in 2023, value was an equally discussed topic. And Discount & Dollar Stores – ideal destinations for cash-strapped consumers seeking bargain merchandise – made the most of this opportunity. Shoppers frequented these chains year-round for everything from groceries to home goods, propelling the category firmly into the mainstream.
And in Q4 2023, shoppers flocked to discount chains in droves to snag food items, stocking stuffers, and other holiday fare – fueling near-uniform positive YoY foot traffic growth throughout the quarter. The week of October 30th seems to have kicked off the Discount & Dollar holiday shopping season, perhaps showcasing the segment’s growing role as a Halloween candy and costume hotspot.
Every discount chain is somewhat different – and the success of the various Discount & Dollar chains can be attributed to a range of factors. Dollar Tree and Dollar General likely benefited from the broadening and diversification of their grocery selections – while Ollie’s (“Get Good Stuff Cheap!”) solidified its position as a place to find relatively upscale items at a bargain. All three chains – and particularly Dollar General and Ollie’s – also grew their footprints over the past year. Family Dollar (also owned by Dollar Tree) also came out ahead on an annual basis – despite the comparison to a strong 2022.
Of all the Discount & Dollar chains, Five Below saw the biggest surge in foot traffic, partly as a result of its increasing store count. But the retailer’s offerings – affordable toys, party supplies, and other fun splurges – also appear to have been tailor-made for 2023’s retail vibe.
During the fourth quarter of the year, Superstores saw a slight YoY increase in visits – including during the all-important week of Black Friday, beginning on November 20th. (This week was compared with the week of November 21st, 2022, which also included Black Friday). Like Discount & Dollar chains, Superstores saw an appreciable YoY visit uptick during the week of Halloween.
On an annual basis, Superstore mainstays Walmart and Target experienced visit increases of 2.8% and 4.7%, respectively. But while all the major category players enjoyed a successful year, membership warehouse chains’ YoY visit numbers were especially strong. As perfect venues for mission-driven shopping expeditions, Costco, Sam’s Club, and BJ’s likely drew shoppers eager to load up on both inexpensive gifts and essentials.
The traditional Grocery sector also held its own during Q4 2023. Notably, grocery stores saw positive visit growth for most weeks of November and December, a period encompassing the critical Turkey Wednesday milestone – no small feat given the disruptions experienced by the category.
Unsurprisingly, it was discount grocery chains that saw some of the greatest YoY visit growth, as shoppers – including higher-income segments – sought to counter inflation with lower-priced food-at-home alternatives. Whether through opportunistic buying models, private label merchandising, or no-frills customer experiences, value supermarkets proved once again that even quality specialty items don’t have to carry high price tags.
Eating out can be expensive – and when money’s tight, restaurants and other discretionary categories are often first to feel the crunch. But the Dining category seems to have emerged from 2023 relatively unscathed, with overall yearly visits up 2.1% compared to 2022 despite the modest YoY weekly visit gaps in Q4 2023. And given the myriad challenges out-of-home eateries had to contend with in 2023 – from inflation to labor shortages – even the minor weekly gaps are quite an attainment. (As noted, the last two weeks of the quarter reflect calendar discrepancies).
Foot traffic data shows that dining success could be found across sub-categories. Wingstop, Shake Shack, and Jersey Mike’s Subs rocked Fast Casual and QSR, with annual YoY visit growth ranging from 11.8% to 20.3%, partly fueled by the chains’ growing footprints. Full-Service Restaurants also had their bright spots, including all-you-can-eat buffet star Golden Corral and two steak venues: Texas Roadhouse and LongHorn Steakhouse.
And in the Coffee, Breakfast, and Bakeries space, Playa Bowls led the charge. The superfruit bowl chain’s affordable, wellness-oriented treats seem to have been created with 2023 in mind – and during the year Playa Bowls expanded its fleet while also seeing double-digit increases in comparable store sales. Steadily expanding Biggby Coffee and Dutch Bros. Coffee also saw significant YoY foot traffic growth.
