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Shortly after Big Lots’ December 2024 decision to close all remaining stores, the company announced plans to transfer more than 200 locations to Variety Wholesalers – owner of discount banners such as Roses, Maxway, and Super Dollar. Beginning in April 2025, these Big Lot venues began to reopen, and by early June 2025, 219 stores had already resumed operations.
Big Lots’ relaunch is centered on offering shoppers deep discounts and a treasure hunting experience by sourcing closeout, overstock, and liquidation deals. The brand has also revised its product mix – leaning into apparel and electronics while reducing furniture and eliminating perishables. But how likely is this strategy to succeed, and what does it offer Variety Wholesalers?
We dove into the data to find out.
Between January and May 2025, leading discount and dollar chains experienced positive year-over-year (YoY) growth in both visits and average visits per location, reflecting ongoing consumer demand for value. But among these major players, Ollie’s Bargain Outlet stood out with a 14.4% YoY increase in visits and a 6.3% rise in average visits per location, even as the brand continued its store expansion. This trend underscores the strong interest in heavily discounted closeout deals, affirming Big Lots’ decision to reinvest in a liquidation-based model.
An analysis of Big Lots locations reopened by May 1st, 2025 reveals that customers interact with the stores like they do with other treasure-hunting venues. In May 2025, Big Lots saw more weekend and extended visits compared to the category average – mirroring the browsing-friendly vibe at Ollie’s or Five Below. By encouraging shoppers to explore, linger, and discover bargains, Big Lots is creating a retail destination likely to appeal to customers seeking both value and a bit of fun.
Variety Wholesalers hopes to leverage the Big Lots acquisition to reach higher-income bargain hunters. And data from reopened Big Lots stores shows they attract shoppers with more money to spend than Variety Wholesalers’ existing banners – though still less than the nationwide baseline, making them especially receptive to discount offerings. In May 2025, Big Lots’ captured market median HHI stood at $60.9K – close to Ollie’s $64.6K – further underscoring the potential success of a treasure-hunt strategy for Big Lots.
By returning to its deep discount roots, Big Lots appears poised to resonate with today’s value seeking customers. And with the discount segment continuing to grow, this renewed focus on bargains and treasure hunts may help the brand get back on its feet.
For more data-driven retail insights, visit placer.ai/anchor.
Retailers and brands have often turned to limited-edition roll outs, product drops, or collaborations to drive traffic – and hopefully incremental sales. But, do these efforts still resonate with shoppers? Are these programs still as meaningful to the retail industry as they once were?
We dove into the data to see how consumers responded to recent high-profile offerings launched this spring by Trader Joe’s and Target.
When thinking about viral product sensations in 2025, it’s hard not to include the mini tote bag from Trader Joe’s. First released in February 2024 and then again September to fan frenzy, the original bags came in bold, classic colorways like red, yellow, blue and green. This spring, Trader Joe’s changed things up with a pastel-handled version – and once again, consumers couldn’t shop the bags fast enough.
The new mini totes debuted in-store on Tuesday, April 8th, 2025, and foot traffic estimates indicate a highly successful launch. Visits to Trader Joe’s were up 21.2% on launch day compared to a year-to-date Tuesday average, making it the busiest Tuesday of the year so far. Foot traffic also outpaced the mini totes’ second run on September 18th by 13.7%. Clearly, mini totes are the key to Trader Joe’s fanatics’ hearts.
The success of the program may stem in part from Trader Joe’s strong appeal to consumer segments heavily influenced by social media. In April 2025, the chain saw a higher penetration among “Educated Urbanites” and “Young Professionals” compared to the wider grocery industry – two groups that would be heavily clued into viral product trends.
Another high-profile product drop this April was Target’s Kate Spade collection, featuring women’s apparel, shoes, accessories, and home goods.
On the surface, Kate Spade seems a perfect fit for Target – the two brands share remarkably similar visitor profiles, primarily attracting affluent, suburban families. Both brands also place a strong emphasis on discretionary offerings – and the overlap in aesthetic and consumer preferences makes sense in today’s retail market.
However, in-store visitation on launch day (Saturday, April 12th) was down 6.8% compared to the release day of 2024’s collaboration with designer Diane Von Furstenberg and down 3.0% compared to the launch day of 2023’s collaboration with Agua Bendita, Rhode, and Fe Noel. Still, traffic was up 14.1% compared to the 2018 Hunter release. And the collection also debuted on Target.com at midnight PST the same day, so in-store traffic may not reflect overall demand.
One positive takeaway from the collaboration? Its ability to draw back affluent suburban shoppers – a key Target audience. In April 2025, the median household income (HHI) of Target’s captured market experienced a minor but significant bump – up to $86.4K, compared to $85.9K in March 2025 and $85.7K in April 2024.
Today’s shoppers are in the driver’s seat when it comes to setting trends, and retailers spend more time courting them than positioning themselves as authorities on what’s “cool.” Against this backdrop, retailers and brands are constantly vying for the next big viral sensation – or for those products or collections that become must-shop phenomena.
As retailers grapple with how to provide value to consumers amidst economic uncertainty, these offerings provide a new incentive for shoppers to visit that isn’t solely focused on price. Consumers may indeed perceive limited runs to be higher quality, more valuable or worth the extra investment. The concept of manufactured scarcity isn’t new in retail, but it continues to take on new forms as the consumer and industry evolve. We may reach a point where exclusivity and scarcity no longer move the needle for retailers, but that doesn’t seem likely in 2025.
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Target's visits shot up over the pandemic – but the chain has struggled to maintain its COVID-era momentum in recent years. Now, the upcoming back-to-school season presents an opportunity for the chain to bring visits back up.
Target's visits shot up between 2020 and 2022 as Americans stuck at home stocked up on everything from home goods to snacks to sporting equipment. But traffic has slowed since mid-2022, and although Target's visit gap has narrowed recently – May '25 visits were down just 1.7% YoY, a significant improvement from February's 9.1% YoY visit gap – year-over-year (YoY) visits were still down for five of the last six months.
Now, the upcoming back-to-school season may present just the opportunity the retailer needs to swing back into visit growth.
August is Target's second-busiest month of the year (the first is December), as the retailer sees visit upticks from everyone from families looking for back-to-school supplies to students getting ready for a new semester and renters switching leases. This seasonal strength offers more than just high traffic volume – it presents a unique comeback opportunity.
And August isn't just one of Target's busiest months – recent August traffic trends have also outperformed the broader twelve-month pattern.
While Target's overall YoY visit gap has widened over the past year (visits dropped 3.0% between June '24 and May '25 compared to the previous 12-month period, versus a smaller 2.2% decline in the prior year comparison), August's YoY visit gap has narrowed. This may suggest that shoppers who've reduced their Target visits throughout the year still prioritize the retailer during back-to-school season.
This creates a strategic window: Target can leverage this seasonal loyalty by enhancing its in-store experience and product selection during summer months, potentially winning back customers who might otherwise shop elsewhere during the rest of the year.
Families – especially middle and high-income families – make up a significant share of Target's captured market throughout the year. August is no exception – almost half (43.2%) of Target's captured market was made up of just four family segments in August '24 (according to Spatial.ai PersonaLive audience segmentation). Still, this is slightly lower than the 43.4% of family segments in Target's captured market between June '24 and May '25 – indicating that Target's August strength extends beyond its traditional family base.
Meanwhile, the share of single segments in Target's captured markets, which stood at 19.6% over the past twelve months, was up to 20.4% in August '24. So the retailer's summer boost is also driven by college students, young professionals, and other single shoppers – and these consumers may be looking for a different product mix and shopping experience than the traditional back-to-school fare.
Families remain Target's largest visitor segment, so the company should continue meeting the needs of this audience by offering a one-stop back-to-school destination along with BOPIS and curbside pickup to accommodate parents' busy lifestyles.
But the company can also make sure its offerings and shopping experience is set up to meet the needs of its Gen Z and millennial visitors when planning its back to school campaigns and in-store set up. Curating a "Singles & Students" section, carrying compact furniture and dorm room essentials, and setting up Instagram-worthy product displays may help these shoppers see Target as their retail home – building loyalty and boosting Target's traffic throughout the year.
For more data-driven retail insights, visit placer.ai/anchor.
Stanford Stadium has hosted numerous major sporting events over the years – from Super Bowl XIX to soccer matches at the 1984 Summer Olympics, and both the 1994 Men’s and 1999 Women’s World Cup. But on May 31st and June 1st, 2025, Coldplay played the first live music event ever held at the venue – part of the band’s “Music of the Spheres” tour – and what a debut it was.
We examined the data to see how attendance spiked during this landmark concert and how the audience compared to the stadium’s usual visitor base.
During the week of May 26th, 2025, when Coldplay took the stage, visits to Stanford Stadium surged by an astonishing 1425.9% compared to the venue’s weekly average since June 2024. Other recent major events – including Stanford commencement (June 16th, 2024), the big Earthquakes vs. Galaxy MLS match (June 29th, 2024), and the Stanford Cardinal’s own home opener against TCU on August 30th, 2024 – all drew much smaller crowds than the Coldplay concert.
Concertgoers came from far and wide to see Coldplay in action. Plenty of locals attended, including 15.1% who came from less than five miles away. But nearly one-fifth of visitors journeyed more than 100 miles to enjoy the music – a testament to the band’s strong draw.
To understand how the Coldplay concert impacted Stanford Stadium’s visitor profile, we compared the psychographics of Stanford Stadium’s captured market during the 2024 football season (August 24th to December 1st, 2024) to those during the Coldplay concert.
Across both analyzed periods, Stanford Stadium attracted higher-than-average shares of Spatial.ai: PersonaLive’s “Ultra Wealthy Families,” “Educated Urbanites,” and “Young Professionals” segment groups. However, the concert’s audience skewed more toward “Ultra Wealthy Families,” whereas football fans were nearly twice as likely to be “Young Professionals” and slightly more likely to be “Educated Urbanites”. “Near-Urban Diverse Families” and “Wealthy Suburban Families” were underrepresented in the stadium’s market during both periods, though they both constituted a slightly higher share during the Coldplay concert – further underscoring the event’s power to attract different audiences than usual.
As universities navigate the changing nature of college athletics, NIL rights, and shifting revenue streams, using a football stadium as a concert venue is a creative way to utilize the space and bring in some dollars – as well as joy to both students and other visitors. Is this milestone event a precursor to more major cultural happenings at the Bay Area stadium?
For more data-driven live event analyses, follow The Anchor.
Nike has recently pivoted away from its "Consumer Direct Acceleration" strategy in favor of a more multi-channel distribution approach. What does the data say about this shift? We dove into traffic numbers and audience composition metrics to find out.
In 2020, Nike introduced its "Consumer Direct Acceleration" strategy that had aimed to expedite the company's DTC pivot in an effort to regain control of the brand and own the customer relationship directly. But the emphasis on owned channels did not yield the desired results – in fact, the move away from wholesale may have helped smaller sneaker companies take over shelf space and market share from the legacy sportswear brand.
In mid-2023, Nike shifted to a more balanced, multi-channel approach, and by late 2023, Nike was once again selling its products through retail partners such as DSW and Macy's. More recently, in May 2025, Nike announced that it would be resuming direct sales on Amazon – a channel the brand exited in 2019 – in an effort to reach customers where they shop.
Diving into year-over-year monthly traffic numbers for Nike stores nationwide underscores the merits of the recent strategic shift. Visits to Nike stores have been trending negative for eight months straight, validating the recent company-wide pivot back towards a more holistic, multi-channel approach.
Using Spatial.ai PersonaLive data to compare the audience composition in Nike's captured market with the audience composition in some captured markets of some of its largest retail partners further highlights the advantages of Nike's new multi-channel approach.
The data shows that Nike already does a great job of reaching "Ultra Wealthy Families," "Young Professionals," and "Educated Urbanites" through its owned stores – the share of these segments in Nike's trade area is larger than in the trade areas of any of its main partners. But both DSW and DICK's Sporting Goods reach more suburban families than Nike, with a larger share of "Wealthy Suburban Families" and "Upper Suburban Diverse Families" in their trade areas than in Nike's. And Macy's and Foot Locker seem to be better positioned to reach "Near-Urban Diverse Families" and "Young Urban Singles".
The distinct audience composition of each retail partner suggests that a varied wholesale approach is necessary to achieve comprehensive market coverage, allowing Nike to reach a far broader spectrum of consumers than its own stores can capture alone.
Nike's return to a multi-channel approach suggests that achieving comprehensive market coverage requires a balanced strategy, leveraging partners to engage with a broader spectrum of consumers in addition to building out owned DTC channels.
For more data-driven retail insights, visit placer.ai/anchor.
In today’s challenging dining market, restaurants are battling for consumer attention through special deals, limited time offers (LTOs), and pop-culture collaborations. We dove into the data to see how several special recent events at Chipotle, IHOP, and Jack in the Box helped drive visits to these chains.
Earlier this year, Chipotle leaned into the Stanley Cup excitement with an LTO designed especially for hockey fans. On Monday, April 21st, 2025 – just two days after the start of Round 1 playoffs – Chipotle offered one of its classic BOGO (buy one get one free) deals for anyone wearing a hockey jersey who dined at a participating location after 3:00 PM.
Nationwide, the promotion sparked a substantial 34.4% visit boost during the hours of the offer compared to an average Monday. But in Minneapolis-St. Paul, at the heart of the so-called “State of Hockey”, visits surged by an astonishing 77.3% – the most seen in any metro area throughout the U.S. – underscoring just how impactful relevant LTOs can be in the right market.
It’s no secret that everybody loves free stuff. But another recent LTO shows that people also embrace the chance to do good. On March 4th, 2025, hungry diners flocked to IHOP restaurants nationwide to snag free pancakes – no purchase required! – at participating locations. The promotion, part of the chain’s month-long charitable drive, encouraged guests to donate to Feeding America.
IHOP’s promotion spurred visit increases across the country. But it struck a particular chord in certain northeastern markets – especially in New Jersey, where a local franchise owner’s interviews about the event’s charitable aspect helped motivate a remarkable 142.5% visit spike. And on the West Coast, particularly in California, the promotion’s success was supported by the chain’s “20k for Pancake Day” event in Santa Monica, held on March 1, 2025 to raise money for Feeding America, which garnered substantial media coverage.
But freebies aren’t the only way to drive traffic. On May 29th, 2025, Jack in the Box created plenty of buzz with the launch of its late-night T-Pain Munchie Meal, available after 9:00 PM. By the week of June 2nd, hungry night owls were flocking to Jack in the Box in droves, driving substantial increases in late-night traffic.
The late-night offer increased the proportion of nighttime visits to 25.1% during the week of June 2nd, compared to a 12-month average of 23.0%. The largest nighttime visit increase came on Thursday, June 5th, likely due to excitement for T-Pain’s June 6 debut in “Jack Zone Wars,” a custom in-game Fortnite world built specifically for this collaboration. And with T-Pain’s June 26th live-stream Fortnite event still ahead, momentum will likely continue to build as the month wears on.
These recent promotions at Chipotle, IHOP, and Jack in the Box highlight the power of well-timed, relevant LTOs to create excitement and boost traffic. By tapping into local cultural trends, charitable causes, and pop-culture collaborations, restaurants can stay top of mind – even in a crowded dining market.
For more data-driven dining insights follow The Anchor.
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.
