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Looking at the discretionary categories that outperformed this holiday season, we may be on the cusp of a new trend heading into 2025: reinvention. Our data highlights that home furnishings, beauty, and apparel were among the top-performing discretionary retail categories in terms of year-over-year visits during November and December, as shown below.
The performance of these three categories is notable for different reasons. After significant declines earlier in the year, the home furnishings category rebounded strongly. As discussed in November, this recovery was supported by strength in the housewares category and mattress retailers. Housewares retail has generally outperformed home furnishings over the past few years – a trend partly attributed to increased out-of-home entertaining. While purchasing gifts for hosts likely drive visits for some home furnishing retailers, we may now be entering a replacement cycle for many home furnishing products purchased during the pandemic, which could further support the category’s recovery. In other words, many consumers may be looking to reinvent their personal spaces starting with their homes.
The strength in beauty and apparel may reflect a broader trend of personal reinvention. What fueled this movement? It could be as simple as buying a new outfit for a holiday party or experimenting with seasonal beauty products. However, several apparel retailers we spoke to over the past few months pointed to additional factors, including health and wellness trends. 2024 saw a rise in in-person workouts (one of the strongest retail categories in year-over-year visitation), greater adoption of technology-driven fitness and wellness routines, and increased use of wellness supplements and GLP-1 drugs like Ozempic and Mounjaro. Retailers noted that healthier lifestyles during 2024 drove increased demand for apparel this holiday season—a trend that could have substantial implications for the year ahead.

Overall food-away-from-home spending grew in 2024, driven by decelerating inflation and a robust economy that eased budgetary concerns. How did coffee chains, one of the largest discretionary food categories, perform?
We took a closer look at foot traffic to Starbucks and Dunkin’ to find out.
Despite the ongoing consumer uncertainty, 2024 visits to Starbucks and Dunkin’ remained close to 2023 levels. The traffic trends range from 2.9% down year-over-year (YoY) to 1.9% up YoY for Starbucks, and from 1.3% down to 1.9% up YoY for Dunkin’ – a testament to coffee’s enduring draw.
While the YoY visit patterns to Starbucks and Dunkin’ were relatively similar in 2024, the two chains experienced distinct visitation patterns throughout the day. During the early morning daypart (6:00 - 9:59 AM), Dunkin’ attracted 39.9% of its visitors, while Starbucks received only 29.9% of its customers before 10 AM. However, as the day transitioned into evening, Starbucks took the lead, capturing 23.7% of visitors during the 3:00 - 6:59 PM daypart, significantly higher than Dunkin’s 16.4%.
These visitation patterns highlight distinct opportunities for both chains to expand their appeal across different dayparts. Dunkin’ could offer afternoon specials to attract more visitors in the afternoon and evening daypart, and Starbucks could broaden its breakfast offerings to capture a larger share of the early morning crowd.
A closer look at Starbucks’ daily visitation patterns highlights the chain’s mastery in leveraging calendar events and special promotions to boost foot traffic. Events like Red Cup Day and buy-one-get-one-free (BOGO) deals, including on Mother’s Day, drove impressive visits bumps ranging from 28.1% to 40.4% higher than the 2024 daily visit average.
These promotions appear to have been so successful that Starbucks, under the leadership of new C.E.O. Brian Niccol, announced it would scale them back – in part to restore the chain’s “coffeehouse roots” and avoid over-crowded stores on promotion days. But even without special discounts in the last five weeks of the year, Starbucks still received major traffic spikes on key shopping days like Super Saturday and Black Friday, with visits surging 27.5% and 26.6% above the YTD daily average, respectively. This highlights the brand’s ability to drive strong performance even with fewer promotions during peak seasons.
As part of the effort to elevate the in-store experience, Starbucks has also announced plans to implement a code of conduct, with the goal of facilitating the creation of an “inviting and welcoming community coffeehouse.” One significant shift, coming into effect on January 27th, bars people from lingering in its facilities without making a purchase.
A closer look at dwell time for the chain reveals that the vast majority of visits to the chain are currently less than 10 minutes long, with mobile orders making up almost a third of total Starbucks orders. The predominance of short visits and the popularity of mobile orders indicates that many Starbucks customers likely prioritize convenience, and prefer to grab a drink to go without taking advantage of the coffeehouse amenities. But with new incentives – including a free refill policy for all customers, not just loyalty club members – dwell times may well go up over the coming months.
Starbucks and Dunkin’ continued serving coffee drinkers in 2024, despite the ongoing constraints on many consumers' discretionary spending budgets.
Will Starbucks and Dunkin’ continue to drive visits into 2025? Visit Placer.ai for the latest data-driven dining insights.

Placer.ai observes a panel of mobile devices in order to extrapolate and generate visitation insights for a variety of locations across the U.S. This panel covers only visitors from within the United States and does not represent or take into account international visitors.
The end of the year is a time of bustling activity as many Americans travel to visit family and friends, go on vacation, and enjoy recreational attractions. Using the latest location analytics for transportation hubs, hotels, museums, and aquariums, we uncover key trends in consumer behavior during the holiday season.
The end of the year was a busy travel period as consumers visited family and friends or headed out on vacation. Between December 18th and December 23rd, visits to major airports and ground transportation hubs (train and bus stations) were higher than the 2024 same-day average, with visits to both ground and air travel hubs peaking on Super Saturday (December 21st).
Visits to transportation hubs then fell on December 24th and 25th 2024 – although the drop was much more dramatic for airports than for train and bus stations – as many people stayed in place for the duration of the holiday.
Visits to transportation hubs remained slightly below the same-day yearly average on Boxing Day, December 26th, 2024 – although traffic to both airports and ground transportation hubs increased compared to the Christmas lull, as some travelers began to make their return trips. But starting on December 27th, traffic trends for the two types of transportation hubs began to diverge: visits to ground transportation hubs were above average same-day levels, whereas airport visit levels remained below average until the following day, December 28th, 2024. This could indicate that air travelers, who may spend more on transportation or travel greater distances, stay longer at their destination to make the journey worthwhile.
Although ground transportation hubs and airports experienced elevated traffic over the majority of the holiday period, the same did not appear to be the case in the hospitality space.
Between December 18th and December 29th, 2024, daily visits to almost all hotel categories – from economy to upper upscale – remained below the same-day average for 2024. The decrease in business travel during this time, coupled with the tendency for those visiting family and friends to stay with their hosts, likely accounted for this trend. Only the luxury hotel category – which doesn’t typically receive business guests – saw elevated daily visits beginning on December 22nd, 2024, likely driven by affluent holiday vacationers.
During the final days of 2024 – December 30th and 31st – all six hotel categories experienced their most robust foot traffic of the period, and most saw their visits surge above the yearly same-day average. This suggests that many consumers, traveling at various hospitality tiers, took hotel-based vacations after spending Christmas at home or at the home of a loved one.
As consumers leveraged time off in the second half of December, museums and aquariums appeared to be popular attractions.
December 23rd, 2024 saw the first visit surge of the period for museums (31.7% above the yearly same-day average) and aquariums (12.6% above the yearly same-day average), perhaps as consumers sought out activities to do with visiting guests.
Following a brief visitation lull on Christmas Eve and Christmas Day, foot traffic to museums and aquariums increased again and remained elevated between December 26th through the end of the year. And both museums and aquariums saw their largest visit peaks of the period on December 30th, 2024 (106.3% and 75.2% above average, respectively), suggesting that these attractions were popular with holiday visitors and end-of-year vacationers alike.
Analysis of transportation hubs, hotels, and leisure venues reveals shifting travel patterns and consumer behaviors during the final weeks of the year. The data suggests that while ground transportation users and air travelers alike typically travel before Christmas Eve, air travelers likely prefer to spend a little extra time at their holiday destination. And although travel is an integral part of the holiday season, most hotel categories don’t see elevated visits until the last few days of the year when family affairs have concluded and vacations are in full swing. Similarly, museums and aquariums sustain elevated traffic for several days after the holiday, as consumers leverage their time off for unique experiences.
For more data-driven insights, visit Placer.ai.

About the Convention Center Index: The Placer.ai Convention Center Index analyzes foot traffic to nearly 150 major convention and conference centers across the country. It excludes resorts and stadiums.
Convention centers serve as hubs for networking, trade shows, and corporate events. But the pandemic brought in-person gatherings to a halt, with businesses pivoting to online conferences – or eschewing them altogether.
And though social-distancing and other pandemic-era restrictions have lifted, the changes in the office and business world continue to linger. With that in mind, we took a closer look at the visitation data to these centers to see how convention center traffic trends and visitor demographics have shifted since pre-pandemic.
COVID-19 profoundly disrupted in-person networking. Now, nearly five years later, its impact on business travel and corporate events still lingers as virtual and hybrid events remain popular. However, similar to the return-to-office trends Placer.ai has tracked over the past few years, convention centers are also showing signs of slow but steady recovery.
While 2024 visits to convention centers nationwide were still 11.2% lower, on average, than in pre-pandemic 2019, traffic was also 3.3% higher than in 2023 and a significant 21.3% higher than in 2022. So – while the frequency and magnitude of in-person business events are not quite back to pre-pandemic levels yet, the visit trends indicate that the convention center recovery story is still being written.
The pandemic’s impact extends beyond overall attendance numbers – diving deeper into the data also reveals shifts in when people visit convention centers. The share of weekend visits jumped from 44.5% in 2019 to 46.9% in 2022 and has remained relatively steady ever since. This suggests that convention centers may have pivoted to hosting concerts, sporting matches, and other leisure events to make up for the dip in business conferences and conventions.
Analyzing the trade areas from where convention centers draw their visits also reveals that the demographics of convention center visitors has shifted since the pandemic. The median household income (HHI) of visitors to convention centers has steadily increased each year analyzed, rising from $86.6K in 2019 to $88.4K in 2024. Similarly, visitors in 2024 were more likely to come from captured market trade areas with higher shares of the “Power Elite” segment than in 2019.
These two metrics indicate a shift in the profile of convention visitors. As virtual attendance becomes more normalized, many companies may be becoming more intentional about subsidising business travel and trade show attendance, reserving in-person events for higher-level executives, decision-makers, or industry leaders. This shift has significant implications for the industry, as convention centers may need to adapt their offerings and facilities to cater to the needs and preferences of this more specialized demographic.
The convention center space appears to be on a slow and steady recovery – and while visits may not return to their pre-pandemic highs, the share of weekend visit growth and increasing attendance of higher-profile professionals indicate that the segment is pivoting.
Will convention centers and office spaces continue to recover? Visit Placer.ai for the latest office and business foot traffic trends.

As we discussed before the 2024 holiday season began, timing was expected to play a crucial role in its success for retailers. With one less week between Thanksgiving and Christmas, retailers faced the challenge of consolidating promotions and focusing on attracting repeat visits and increasing conversion rates to match last year’s performance. But another factor influencing holiday timing is the elongation of seasonal offerings and promotions, which now extend well into October. While there’s no industry-wide standard for when the holiday season officially begins, it’s clear that many retailers recognize the value of starting their campaigns in October and early November to maximize engagement and sales.
When analyzing visitation trends throughout the holiday season, the narrative shifts depending on the time frame considered. From Black Friday through Christmas Eve, most categories experienced double-digit traffic declines compared to last year, partly due to the shorter holiday season. But focusing on the period between October and the Wednesday before Thanksgiving reveals that visitation to many categories increased by double digits compared to last year. While this time frame includes an additional week this year, it’s evident that some demand shifted into the earlier part of the holiday season.
And when looking at performance for the extended holiday season as a whole – from October 1 through Christmas Eve – year-over-year traffic performance improved across the board, with many categories actually showing growth compared to 2023.
There was particularly strong performance in discretionary categories during October and early November, including luxury department stores, beauty chains, and home furnishing retailers. These early gains provided the momentum many chains needed to help offset the impact of the shorter traditional holiday season.
The extended shopping season successfully contributed to overall traffic growth for many retail sectors and may signal that consumers are willing – and able – to start their holiday shopping earlier if the right products and promotions are available.

The beverage and alcohol (BevAlc) segment has enjoyed a strong showing over the past few years. Bar and other nightlife destinations were closed throughout the pandemic, driving foot traffic to the BevAlc retailers – a trend that has sustained itself since.
We take a closer look at the category to see how special calendar milestones drive visits to BevAlc retailers.
Visits to BevAlc retailers were up YoY during most months of 2024, showcasing the continued popularity of the category. And while December 2024 visits were slightly lower YoY – like due to the month having one fewer Saturday compared to December 2023 – diving deeper into the data reveals that the holidays remain the segment’s busiest time of the year.
Celebrations and holiday gatherings often call for a festive drink – and the data confirms that the holiday season drives massive visit spikes.
Of the eleven busiest days for BevAlc retailers in 2024, six fell in December, with New Year’s Eve leading the pack with a staggering 164.8% visit increase compared to the 2024 daily average. Other major drivers included Christmas Eve, Turkey Wednesday, and Christmas Eve-Eve (December 23rd, the day before Christmas), with visits growing between 131.9% and 145.2% relative to the 2024 daily visit average.
And given that some states restrict liquor sales on Sundays, the Fridays and Saturdays ahead of retail milestones were also significant drivers of liquor store visits. Six of the top eleven days for BevAlc retailers in 2024 fell on a Friday or Saturday, including the Saturday before Memorial Day and the Saturday before Father’s Day.
These patterns emphasize that while December remains the highlight of the year for BevAlc retailers, other celebratory periods throughout the year can also drive substantial visitation spikes.
A closer look at the data over the years highlights several important holiday season trends. New Year’s Eve consistently receives the largest daily spike in BevAlc retailers visits, with one notable exception. In 2023, Super Saturday – the last Saturday before Christmas – coincided with Christmas Eve Eve, driving a major retail and grocery boost across the board. Additionally, Christmas Eve, typically the second-largest day for BevAlc retailers visits in the year, fell on a Sunday in 2023, when liquor sales are restricted in some states and territories.
This combination of factors led to an unusually large spike in visits to liquor stores on December 23, 2023, or Super Saturday/Christmas Eve Eve – 198.5% higher than the 2023 daily visit average between January and October 2023. It was also the only year in our analysis where BevAlc retailers received more visits before Christmas than in the lead-up to New Year’s.
Another trend highlighted by the longer-term visit analysis is the consistent downward trajectory of visits. In 2019, visits to BevAlc retailers in the lead-up to New Year’s were 193.4% higher than the 2019 daily visit average – a figure that had declined to 164.8% by 2024. This decrease may reflect various factors, including the rising popularity of alcohol delivery services and growing interest in the sober-curious lifestyle.
Still, the holiday season remains the most critical period for the BevAlc segment – though BevAlc retailers may want to consider stocking up on low- or alcohol-free beverages to keep up with changing consumer trends.
Raising a glass to a special occasion is a time-honored tradition, whether it’s with a festive spiked eggnog, whiskey, or alcohol-free wine. With plenty of opportunities to gather throughout the holiday season, BevAlc retailers can raise a toast to their own foot traffic gains as well.
For more data-driven retail insights, visit Placer.ai.

This report includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.
Over the past year, Fast-Casual & Quick-Service Restaurant (QSR) chains have thrived, consistently outperforming the Full-Service Dining segment with positive year-over-year (YoY) visit growth every quarter since 2023. In this white paper, we dive into the data for leading dining chains to take a closer look at what’s driving visitors to the QSR segment and what other dining categories can learn from fast-food’s success.
One of the key factors separating QSR chains – aptly known as “fast food” – from the rest of the dining industry is the speed at which diners can get a ready-to-eat meal in their hands. And within the QSR space, speed of service is one of the ways chains differentiate themselves from their competition.
Leading fast-food chains are investing heavily in technologies and systems designed to help them serve customers ever more quickly:
Taco Bell’s “Touch Display Kitchen System” is designed to optimize cooking operations and improve wait times, while the chain’s Go Mobile restaurant format seeks to alleviate bottlenecks in the drive-thru lane. Chick-fil-A also has dedicated channels for quick mobile order pick-up and is planning four-lane drive-thrus with second-floor kitchens to get meals out even faster. And to save time at the drive-thru, Wendy’s is experimenting with generative AI and developing an underground, robotic system to deliver digital orders to designated parking spots within seconds.
And location intelligence shows that all three chains are succeeding in reducing customer wait times. Over the past four years, Taco Bell, Chick-fil-A, and Wendy’s have seen steady increases in the share of visits to their venues lasting less than 10 minutes.
The data also suggests that investment in speed of service can increase overall visitation to QSR venues.
In late 2022, McDonald’s opened a to-go-only location outside of Dallas, TX with a lane dedicated to mobile order fulfillment via a conveyor belt. And in Q1 2024, this venue not only had a larger share of short visits compared to the other McDonald’s locations in the region, but also more visits compared to the McDonald’s average visits per venue in the Dallas-Fort Worth CBSA.
This provides further support for the power of fast order fulfillment to drive QSR visits, with customers motivated by the prospect of getting in and out quickly.
The success of the fast-food segment is even driving other restaurants to borrow typical QSR formats – especially during time slots when people are most likely to grab a bite to eat on the go.
In September 2023, full-service leader Applebee’s opened a new format: a fast casual location focusing on To Go orders in Deer Park, NY, featuring pick-up lockers for digital orders and limited dine-in options without table service.
And the new format is already attracting outsized weekday and lunchtime crowds. In Q1 2024, 20.5% of visits to the chain’s To Go venue took place during the 12:00 PM - 2:00 PM time slot, while the average Applebee’s in the New York-Newark-Jersey City CBSA received less than 10% of its daily visits during that daypart. The new restaurant also drew a significantly higher share of weekday visits than other nearby venues.
This suggests that takeaway-focused venues could help full-service chains grow their visit share during weekdays and the coveted lunch rush, when consumers may be less inclined to have a sit-down meal.
An additional factor contributing to QSR and Fast Casual success in 2024 may be the rise of chicken-based chains. Chicken is a versatile ingredient that has remained relatively affordable, which could be contributing to its growing popularity and the rapid expansion of several chicken chains.
Comparing the relative visit share (not including delivery) of various sub-segments within the wider Fast Casual & QSR space showed that the share of visits to chains with chicken-based menus has increased steadily between 2019 and 2023: In Q1 2024, 15.3% of Fast Casual & QSR visits were to a chicken restaurant concept, compared to just 13.4% in Q1 2019.
The strength of chicken-based concepts is also evident when comparing average visits per venue at leading chicken chains with the wider Fast Casual & QSR average.
Both Chick-fil-A, the nation’s predominant chicken chain, and Raising Cane’s, a rapidly expanding player in the fast-food chicken space, are receiving significantly more visits per venue than their Fast Casual & QSR peers: In Q1 2024, Raising Cane’s and Chick-fil-A restaurants saw an average of 153.0% and 237.7% more visits per venue, respectively, compared to the combined Fast Casual & QSR industries average.
The elevated traffic at chicken chains likely plays a part in their profitability per restaurant relative to other Fast Casual & QSR concepts with more sizable fleets.
QSR and Fast-Casual chains are also particularly adept at generating seasonal visit spikes through unique Limited Time Offers and holiday promotions adapted to the calendar.
Arby’s recently launched a 2 for $6 sandwich promotion on February 1st, with two of the three sandwich options on promotion being fish-based in an apparent attempt to entice diners eschewing meat in observance of Lent. The company also brought back a specialty fish sandwich, likely with the goal of further appealing to the Lent-observing demographic.
The offers seem to have driven significant traffic spikes, with foot traffic during the promotion period significantly higher than the January daily visit average. And traffic was particularly elevated during Lent – which this year fell on Wednesday, February 14th through Thursday, March 28th, with visits spiking on Fridays when those observing are most likely to seek out fish-based meals.
Some of the elevated visits in the second half of Q1 may be attributed to the comparison to a weaker January across the dining segment. But the success of the fish-forward promotion specifically during Lent suggests that the company’s calendar-appropriate LTO played a major role in driving visits to the chain.
Shorter-term promotions – even those lasting just a single day – can also drive major visit spikes.
Since 1991, White Castle has transformed its fast-food restaurants into a reservation-only, “fine-dining” experience for dinner on Valentine's Day. In 2024, Valentine’s Day fell on a Wednesday, and White Castle’s sit-down event drove a 11.8% visit increase relative to the average Wednesday in Q1 2024 and a 3.9% visit increase compared to the overall Q1 2024 daily average.
The elevated visit numbers over Valentine’s Day are even more impressive when considering that a full-service dining room can accommodate fewer visitors than the drive-thrus and counter service of White Castle’s typical QSR configuration. The spike in February 14th visits may also be attributed to an increased number of diners showing up throughout the day to take in the Valentine’s Day buzz.
QSR and Fast-Casual dining are having a moment. And the data shows that a combination of factors – including fast and efficient service, the rising popularity of chicken-based dining concepts, and effective LTOs – are all playing a part in the categories’ recent success.

This report 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 first American mall opened in 1956 and reinvented retail – within a decade there were over 4,500 malls across the country. But a rise in e-commerce coupled with the oversaturation of mall options across the country paved the way for mall visits to slow, and many predicted that malls would go the way of the dinosaur.
But although malls were hit hard over the past few years as lockdowns and rising costs contributed to a significant drop in foot traffic, shopping centers have proven resilient. Leading players in the space have consistently reinvented themselves and explored alternate ways to draw in crowds – and as inflation cools, malls are bouncing back as well.
This white paper analyzes the Placer.ai Shopping Center Industry – a collection of over 3000 shopping centers across the United States – as well as the Placer.ai’s Mall Indexes, which focus on top-tier Indoor Malls, Open-Air Shopping Centers, Outlet Malls. The report examines how visits are shifting and where behaviors are changing – and where they’re staying the same – and takes a closer look at the strategies malls are using to attract shoppers in 2024.
Malls experienced a rocky few years as pandemic-related restrictions and economic headwinds kept many shoppers at home, and visits to all mall types in 2021 were between 10.7% to 15.3% lower than in 2019. But foot traffic trends improved significantly in 2022 – likely due to the fading out of COVID restrictions.
By 2023, visits to the wider Shopping Center Industry were just 2.3% lower than they had been in 2019, and the visit gaps for Indoor Malls and Open-Air Shopping Centers had narrowed to 5.8% and 1.0% lower, respectively. Outlet Malls also saw visits ticking up once again, with the visit gap compared to 2019 narrowing to 8.5% in 2023 after having dropped to 11.3% in 2022. This more sustained foot traffic dip may stem from consumers’ desire to save on gas costs or the impacts of inclement weather. However, the narrowing visit gaps suggest that shoppers are increasingly returning to the segment, and foot traffic may yet pick up again in 2024.
COVID-19 impacted more than just visit numbers – it also changed in-store consumer behavior. And now, with the Coronavirus a distant memory for many, some of these pandemic-acquired habits are fading away, while other shifts appear to be holding steady.
One visit metric that appears to have reverted to pre-COVID norms is the share of weekday vs. weekend visits. Weekday visits had increased in 2021 – at the height of COVID – as consumers found themselves with more free time midweek, but the balance of weekday vs. weekend visits has now returned to 2019 levels.
In 2023, the Shopping Center Industry, which includes a number of grocery-anchored centers along with open-air shopping centers and their relatively large variety of dining options, saw the largest share of weekday visits, followed by Indoor Malls. Outlet Malls received the lowest share of weekday visits – around 55% – likely due to the longer distances usually required to drive to these malls, making them ideal destinations for weekend day trips.
While the day of the week that people frequent malls hasn't changed significantly since 2019, there is one notable difference in mall foot traffic pre- and post-pandemic. Almost all mall categories are seeing fewer during the late morning-midday and late evening dayparts, while the amount of people heading to a mall in the afternoon and early evening has increased.
In 2019, Indoor Malls saw 20.1% of visits occurring between 10:00am and 1:00pm, but that share decreased to 18.6% in 2023. Meanwhile, the share of visits between 4:00-7:00 pm rose from 29.1% in 2019 to 32.4% in 2023. Similar patterns repeated across all shopping center categories, with the 1:00-4:00pm daypart seeing a slight increase, the 4:00-7:00 pm daypart receiving the largest boost and the 7:00-10:00 pm daypart seeing the largest drop. So although changes in work habits have not altered the weekly visit distribution, it seems like hybrid workers are taking advantage of their new, and likely more flexible schedules to frequent malls in the afternoon instead of reserving their mall trips for after work. The significant numbers of Americans moving to the suburbs in recent years may also be contributing to the decline of late night visits, with these suburban newcomers perhaps less likely to spend time outside the house during the evening hours.
Although malls have enjoyed consistent growth in foot traffic over the past two years, visits still remain below 2019 levels. How can shopping centers attract more shoppers and recover their pre-COVID foot traffic?
Some malls are attracting visitors by looking beyond traditional retail with offerings such as gyms, amusement parks, and even entertainment complexes. And with more traditional mall anchors shutting their doors than ever, even smaller shopping centers are adding lifestyle experiences options in newly vacant spaces – and incorporating unique elements into traditional retail spaces.
In September 2023, the Chandler Fashion Center in Arizona opened a giant SCHEELS store in its mall. The 250,000-square-foot sporting goods store boasts more than just sneakers – visitors can ride on a 45-foot Ferris Wheel or marvel at a 16,000-gallon saltwater aquarium. And monthly visitation data to the mall reveals the power of this new retail destination, with foot traffic to the mall experiencing a major jump from October 2023 onward. The excitement of the new SCHEELS seems to be sustaining itself, with February 2024 visits 23.3% higher than the same period of 2023.
Restaurants, too, can help bring people into malls. The Southgate Mall in Missoula, Montana, experienced a jump in monthly visits following the opening of a Texas Roadhouse steakhouse in November 2023. Customers seem to be receptive to this new addition – the mall saw a sustained increase in foot traffic from November 2023 onward, with year-over-year (YoY) visit growth of 17.0% in February 2024.
The addition of Texas Roadhouse provides Missoula residents with a family-friendly dining experience while tapping into the evergreen popularity of steakhouses.
Malls that don’t want to choose between adding a dining option and incorporating a novel entertainment venue can blend the two and go the “eatertainment” route. One shopping center – North Carolina’s Cross Creek Mall – is proving just how effective these concepts can be for a mall looking to grow its foot traffic.
Eatertainment destination Main Event opened at the mall in August 2023, bringing laser tag, video games, virtual reality, and 18 bowling lanes with it. Main Event’s opening also provided a boost in foot traffic to the mall – monthly visits to Cross Creek Mall surged following the opening. And this foot traffic boost sustained itself, particularly into the colder winter months – January and February 2024 saw YoY growth of 12.3% and 25.1%, respectively.
Integrating entertainment options at malls is one strategy for driving visits, but there are plenty of other ways to bring people through the doors. Pop-ups have been a particularly popular option of late, especially as more online brands venture into the world of physical retail. And malls, which typically tend to leave a small portion of their storefronts vacant, can be the perfect place to host a retailer for a limited time.
One brand – Shein – has been a leader in the pop-up space, bringing its affordable fashion to malls in Las Vegas, Seattle, and Indianapolis. These short-term residencies – typically no longer than three to four days – allow shoppers to try the popular online retailer’s products before they buy.
Shein has enjoyed success with its mall residencies, evidenced by the foot traffic at the Woodfield Mall in Illinois, which hosted a three-day pop-up from December 15-17, 2023. The retail event was hugely popular, with visits reaching Super Saturday (the last weekend before Christmas) proportions – even though this year’s Super Saturday coincided with Christmas Eve Eve (December 23rd) and drove unusually high traffic spikes.
Shein pop-ups are typically very short – no more than three to four days. This format, known for creating a sense of urgency among shoppers, has proven powerful in driving store visits. But can longer-lasting pop-ups find success as well?
Foot traffic data from pop-ups hosted by Swedish home furnisher IKEA suggests that yes – longer-term residencies can be successful. The chain is working on growing its presence across the country, particularly in malls. To that end, IKEA has been experimenting with mall pop-ups, beginning with a six-month residency at the Rosedale Center in Roseville, Minnesota.
IKEA opened its store on February 16, 2024, and visits to the mall increased significantly immediately after. The first week of the pop-up saw a 12.9% growth in visits compared to a January 1-7, 2024 baseline. And by the third week of the pop-up, there were still noticeably more people frequenting the mall than before the launch.
The luxury retail segment has had a great few years, and malls are tapping into this popularity. Nearly 40% of new high-end store openings in 2023 were in mall settings, many in Sunbelt states like Texas, Florida, and Arizona, perhaps driven in part by demand from an influx of wealthy newcomers to those states.
A comparison of upscale shopping malls to standard shopping centers across Sunbelt States reveals just how popular high-end retail is in the region. Malls with a high percentage of luxury and designer stores like the Lenox Square Mall in Georgia or the NorthPark Center in Texas saw considerably more YoY visit growth than the average visit growth for shopping centers in their respective states.
Lenox Square Mall saw foot traffic increase 31.2% YoY in 2023, while shopping centers in Georgia saw their visits grow by just 2.7% YoY in the same period. Similar trends repeated in Louisiana, Arizona, California, and Florida. And while some of this growth may be due to the resilience of these wealthier shoppers in the face of inflation, one thing is clear – luxury is here to stay.
Malls are thriving, carving out spaces for themselves in a competitive retail environment. By prioritizing experiential retail, entertainment, pop-up shops, and luxury offerings, shopping centers across the country are remaining relevant in a rapidly changing retail world. And mall operators that recognize the power of innovation and evolve along with their customers can hope to meet with continued success.

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.
