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If you’ve been to your local recreation center or even shopping center lately, pickleball is definitely still going on strong. Invented in 1965 on Bainbridge Island, for many decades it was considered more of a seniors’ recreational activity. But with the recent explosion of interest and proliferation of courts, we may be about to see the same snowboarding vs skiing battle that occurred in the 1980s and 1990s, except instead of the young punks carving down the slopes, it’s people of all ages carving out Pickleball courts with tape to the dismay of their tennis-loving brethren and sound-sensitive neighbors.
According to the Sports and Fitness Industry Association (SFIA), “pickleball continues to be the fastest growing sport in America, having grown 51.8% from 2022 to 2023 and an incredible 223.5% in 4 years since 2020.” The sport has some similarities to tennis, table tennis, and badminton, but one reason it has become so popular is the social nature of it - often played as doubles - and the fact that since the court is smaller, there’s less running to engage in, but there is still the excitement of rapid volleying. The ability to serve underhand also makes it more accessible to new players.

Pickleball America bills itself as “one of the largest indoor pickleball venues in America” and with 80,000 sq ft at the Stamford Town Center, it clearly can live up to that claim. With clever events like “Dinko de Mayo” or resident events to bring a nearby living community together, pickleball could just be the glue that starts to bring people together for socialization and cure the loneliness epidemic. Indoor pickleball venues can also be a source of family fun, with lounges and fresh popcorn available, as well as foosball, table tennis, and essential board games.

Another sport that may be giving tennis and pickleball a run for its money is padel. This sport has the unique benefit of one being able to hit shots off the fence or wall, often made of glass or mesh, that is at the perimeter. So now we’re talking 3D thinking as one figures out what angles to hit.

One can fit about 2 padel courts on a tennis court, and up to 4 pickleball courts on a tennis court. So from an economics perspective, you can definitely charge for more people when playing padel or pickleball. Padel is described more as a mix of tennis, squash, and badminton and is the fastest-growing sport globally with over 25 million players in 90+ countries, per PadAthletes. At P1 Padel in Las Vegas, NV, the most popular times to frequent are in the evening from 6-8 PM. There is also a morning contingent between 9-11 AM.

Padel players at this location are quite loyal, with a majority coming 30+ times in the past 12 months.

With pickleball and padel nipping at its heels, the USTA (US Tennis Association) is fighting back with its own version of more accessible tennis, namely “red ball.” With a smaller court, a smaller racket, and balls that are up to 75% slower, this version helps newbies obtain control over the ball more quickly and has less ground to cover for those lateral runs and quick pivots. Schroeder Tennis Center in Tipp City, OH is one such location that is participating in this USTA pilot program. The bulk of visits are between 4-8 pm, which are prime post-school or post-work hours. According to the Tennis Industry Association, 23.8 million Americans ages 6 and older played tennis at least once in 2023 and 25.1 million Americans who didn’t play tennis in 2023 are “very interested” in doing so now.

Tennis has a long and storied history and iconic locations like Wimbledon and Roland Garros. What young tennis player doesn’t dream of their moment on Center Court? Tennis also has associations with country clubs and networking. It will likely remain the king of racquet sports. But these two new princes of pickleball and padel prove that tennis cannot just rest on its laurels but will need to evolve in order to stay competitive.

We’re in the midst of not only the beginning of the holiday season in retail, but also at the peak of wedding season. September and October are now the most popular months to get married, and fall weddings have become extremely popular with younger generations. Wedding planning encompasses so many different occasions, events and appointments, but none more important than wedding dress shopping.
The bridal retail space across the U.S. is incredibly fragmented, with much of the business being done by local boutiques and small chains with a handful of stores. However, there are still major retailers in the market and more entering each year. Brands in apparel have especially taken note with Abercrombie & Fitch, Reformation and e-commerce brands like Lulus all making a play at capturing a bride’s attention.
Two larger, more established forces in bridal retail include David’s Bridal and Anthropologie Weddings (formerly known as BHLDN). Both concepts have distinct value propositions for their consumers, but both aim at providing an elevated assortment and experience that is also value oriented. As value continues to be a motivating factor across all consumer decision making, both of these retailers have seen positive momentum in 2024.

Looking at year-over-year change in visitation, Anthropologie Weddings locations have consistently seen traffic growth in 2024 and have outperformed the total chain from a visitation perspective. The wedding shop is not located in all Anthropologie stores, but the stores that do have the concept cater to a higher income and trendy consumer; the location selection of towns such as Newport Beach, Westport, CT, and Newton, MA has certainly benefited the stores.

The median household income of visits to Anthropologie weddings is $117K compared to $94K chainwide. Despite the higher income profile of visitors to the wedding focused stores, Anthropologie Weddings still does appeal to value-conscious brides, despite socioeconomic status; most bridal gowns are under $2,500, which is still relatively affordable based on the industry standard.
Looking at the audience segmentation of visitors to Anthropologie Weddings compared to the total chain using PersonaLive, the wedding shops saw almost double the share of visits from Educated Urbanites, a key segment for a bridal business to not only capture, but convert. All of this highlights the success of the brand’s wedding strategy, from its location selection, to assortment and experience, which are distinctly Anthropologie, but also fitting of a special trip. Other retailers looking to make a splash in the bridal market should certainly look to Anthropologie as a case study in brand extension.
David’s Bridal had a challenging start to 2024, mirroring a few years of challenging foot traffic to its stores. However, around the midpoint of the year, there’s been an acceleration in visitation across the chain. Looking at visitation trends for 2023 and 2024, the brand started to close the gap in August. As a true value centered bridal retailer, the brand may have found its moment in the current economic climate.
Looking at the change in visitation throughout 2024, from January to July, on average, visits were down 32% YoY; from August through the most recent week, visits were down only 2% year-over-year. That’s a great improvement in trend against the backdrop of a challenging year, and even more interesting when thinking about the lead time brides have for ordering wedding gowns; most dresses for fall weddings would have been ordered in the winter or spring months, where David’s Bridal sees higher levels of visitation.
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The audience segmentation of the brand has also shifted over that time. Compared to 2023 as a benchmark, the period of August 2024 through present has seen a higher share of visits from Suburban Boomers and Melting Pot Families, and a slight increase in Young Professionals. The brand also stocks special occasion and homecoming dresses, which both could appeal to these groups.
Using Placer’s Frequent Co-Tenants report, David’s Bridal locations tend to be co-located with other specialty retailers, including Five Below, Ulta Beauty, and Ross Dress for Less, who are also value oriented and the latter two retailers have been doing well in securing more traffic. The stores may have benefits from their co-location with retailers that meet current consumer desires.

Weddings continue to be a big business across the U.S., and retailers that support the wedding industry have a lot of opportunities for growth, if they can find and appeal to the right consumer cohorts. Brides of all levels are looking for an elevated experience and selection, no matter her budget.

We’ve spent a lot of time this past year analyzing how consumer behavior has evolved across the broader food and essentials category, noting that consumers continue to shop a wide number of stores across multiple channels for food purchases. With the release of Placer Data Version 2.1, we thought we’d revisit the topic.
Below, we’ve presented total category visits for grocery stores (including both conventional and value grocery chains), superstores (including mass merchants and warehouse clubs), gas stations and convenience stores, dollar and discount stories (including liquidators), drugstores, quick-service restaurants (QSR), and full-service restaurants from 2019 to the trailing-twelve-month period (TTM0. A few takeaways: (1) Dollar stores saw the largest increase in total visits versus the other categories as they vastly expanded their food and consumables offering since 2019 to drive frequency and traffic. However, the pace of growth has decelerated materially over the past twelve months amid increased competitive pressure from superstore and value-oriented retailers like Aldi and 99 Cents Only Stores exiting the market; (2) drugstore visits have remained flat versus 2019 despite most of the major chains in the category undergoing store closure programs. We believe healthcare service and weight-loss drug prescriptions visits have helped to offset some of the store closures, although we continue to see some transfer of visits to other retail categories in this channel; and (3) the decline in full-service restaurants is partly due to permanent closures compared to 2019.

It gets interesting when we compare category-level retail sales data from the U.S. Census Bureau to our visitation data. Below, we’ve taken retail sales (on an unadjusted basis) for the same timeframe that we looked at above to analyze retail spend per visit. A few things stand out here: (1) Three categories saw the average retail sales per visit increase period of the analysis: QSR, full-service restaurants, and drugstores. The increase in drugstores is likely partly to due with the shift in sales mix to more healthcare related services, while the increase in QSR and full-service restaurant retail sales per visit likely explain this summer’s promotional activity to win back customers who traded to other channels; (2) The impact of increased promotional activity and fewer units purchased per transaction can be seen across the other categories, where we saw an inflection in retail sales per visit in 2023 and continuing into 2024 for most.

We also thought we’d assess dwell times across the different food and essentials retail categories (for purposes of this analysis, we’ve removed full-service restaurants, which have gone from an average dwell time of 52 minutes in 2019 to 49 minutes over the past twelve months, although we continue to see fine-dining chain dwell times exceed pre-pandemic levels as consumers look to maximize their experience when dining out). Here, we also see two callouts: (1) As consumers make food purchases across a wider number of channels, dwell time has decreased for most, matching the decrease in units per transaction that we've called out in the past. We did see dwell times increase for a few categories during the back half of 2023 which we believe was due to consumers engaging in price comparisons, but this has reversed in 2024 as consumers have now solidified new shopping routines (i.e., knowing what stores to get what deals); and (2) QSR dwell time remains below pre-pandemic levels, which isn’t surprising given that a higher percentage of transactions are now taking place via drive-thru and takeout orders. However, the increase in dwell time the past few years also suggests the potential for improved drive-thru optimization, a topic we recently analyzed.


Carter’s Inc., owner of the OshKosh B’gosh and Carter’s baby and children’s clothing brands, is a major player in the nation’s $28 billion children's clothing industry. As of the end of 2023, the company boasted nearly 800 physical stores throughout the U.S. And after closing hundreds of stores in 2020, the brand is back to betting big on brick-and-mortar – with plans to open some 250 new U.S. locations by 2027.
How is Carter's faring in 2024? We took a closer look to find out.
Discretionary spending cutbacks and the rise of online shopping have weighed on apparel retailers in recent years. But some clothing chains – including Carter’s – are bucking the trend. Between January and September 2024, monthly visits to Carter’s stores generally outpaced the wider apparel industry, with some months posting double-digit growth.
March and August 2024 saw respective YoY visit increases of 16.0% and 14.4%, likely driven by pre-Easter and back-to-school shopping. (March and August 2024 each also had one more Saturday than March or August 2023 – a busy day for clothing stores.) And Carter’s finished out Q3 2024 with a 4.3% YoY visit increase, even as the broader apparel category saw just a minor 0.8% uptick.

Indeed, examining weekly foot traffic to Carter's highlights the seasonality of the company’s visitation patterns. Visits are typically lower during the colder winter months but pick up in anticipation of Easter and spring break – likely encouraged by spring sales held by the brand.
Carter’s real spike, however, comes during the back-to-school season, when parents head to the store to pick up new clothing for the school year – and when Carter's holds major back-to-school sales. During the week of August 5th, foot traffic surged to 29.5% above the year-to-date (YTD) weekly visit average. And with the holiday season fast approaching – including major retail milestones like Black Friday and Super Saturday – the children's retailer appears poised to enjoy continued success.

Unsurprisingly, Carter's attracts family segments to its stores, and over-indexes for wealthy and suburban family markets.
Using the Spatial.ai: PersonaLive dataset to analyze Carter's trade areas reveals that, on a nationwide level, the company’s captured market has higher shares of wealthy and suburban consumer segments than its potential one. (A chain’s potential market is obtained by weighting each Census Block Group (CBG) in its trade area according to population size, thus reflecting the overall makeup of the chain’s trade area. A business’ captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the chain in question – and thus represents the profile of its actual visitor base).
Between January and September 2024, the shares of “Wealthy Suburban Families” and “Ultra Wealthy Families” in Carter's captured market stood at 12.5% and 8.9%, respectively – outpacing the company’s potential market shares. This highlights Carter's’ success in attracting these high-income family segments. Meanwhile, households hailing from “Blue Collar Suburbs” were underrepresented in Carter's captured market compared to its potential one. This suggests that, as Carter’s continues to open stores, targeting blue collar suburban areas may pay off for the brand.

Carter's is managing not just to survive, but to thrive. After closing stores during the pandemic, the company is back with full force, driving visits and maximizing high-traffic periods.
Will Carter's continue to outpace the wider apparel category during the upcoming holiday season?
Visit Placer.ai to keep up with the latest data-driven retail insights.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Recovering consumer sentiment has provided a boost to restaurants in recent months – but not all dining segments are performing equally well.
We dove into the data to check in with two casual dining steakhouse chains that were recently named America’s favorite full-service restaurants – Texas Roadhouse and Darden’s LongHorn Steakhouse. How did they perform in Q3? And what are some of the factors contributing to their success?
Since April 2024, Texas Roadhouse and LongHorn Steakhouse have both experienced consistently positive YoY foot traffic – outpacing the wider full-service restaurant space. The steakhouses’ strongest months were in May and June, when both chains traditionally draw big Mother’s Day and Father’s Day crowds. In August, too – prime vacation season – Texas Roadhouse and LongHorn Steakhouse experienced 12.5% and 9.3% YoY visit increases, respectively.
On a quarterly basis, YoY visits to Texas Roadhouse and LongHorn Steakhouse increased 5.9% and 4.0%, respectively, in Q3 2024 – while the wider FSR space saw a 2.0% decline. And though some of this growth can be attributed to the chains’ expanding footprints, the average number of visits to each chain’s individual locations also rose YoY (3.0% for Texas Roadhouse and 2.6% for LongHorn Steakhouse).
What is the secret to these steakhouses’ success? One factor that appears to be driving growth for both restaurants is their relative affordability – especially on weekday afternoons. The cost of beef has continued to climb in recent months – and though the two chains have been forced to raise prices, they have remained committed to providing high-quality meals that don’t break the bank.
One way they’ve done so is through weekday specials that allow hungry customers to indulge as they go about their routines. Texas Roadhouse’s Early Dine Menu offers diners a variety of entrees for $8.99 to $11.99 – as long as they snag them before the dinner time rush. LongHorn Steakhouse, for its part, offers a lunchtime special on Mondays through Saturdays from 11:00 AM to 3:00 PM, including an $8.99 sandwich combo.
And foot traffic data suggests that these offerings may be helping to drive traffic to the two chains. In Q3 2024 (July to September), both Texas Roadhouse and LongHorn Steakhouse saw significantly higher weekday YoY visit growth during the afternoons – 9.7% and 8.0% respectively, compared to 6.8% and 4.3% after 6:00 PM. The accelerating return-to-office push may also be contributing to the two chains’ YoY visit growth, as commuters seek out affordable places to have lunch with colleagues.
Texas Roadhouse and LongHorn Steakhouse are both major national chains – with locations spread across the continental U.S. But a look at the geographic distribution of visits to the two steakhouse giants shows that each of them has a somewhat different regional focus. Though Georgia – where LongHorn Steakhouse was founded – is the brand’s second-largest market in terms of restaurant count, the Peach State garnered the highest share of visits to the chain in Q3 2024 (13.3%). Next in line was Florida, with 12.6% of visits. For Louisiana-based Texas Roadhouse, on the other hand, Texas was at the center of it all – with Florida coming in a not-so-close second.
Both chains, however, share some major markets – including Ohio (about six percent of visits to each chain) and Pennsylvania (about five percent of visits to each chain) – showing that many regional markets have plenty of room for high-quality, affordable steakhouses.
And a look at the demographic profiles of Texas Roadhouse and LongHorn Steakhouse’s trade areas shows that like other successful chains, both brands appeal to a wide range of audience segments. The eateries’ captured markets boast higher-than-average shares of very different suburban segments – from wealthy and upper-middle-class suburban families to suburban boomers and residents of blue collar suburbs.
Full-service restaurants still face significant hurdles in 2024 – from rising costs to discretionary spending cutbacks. The 2024 consumer prioritizes value and convenience, making it difficult for traditional sit-down eateries to compete. But the continued success of Texas Roadhouse and LongHorn Steakhouse proves that even in today’s difficult environment, FSR chains that succeed in providing affordable, high quality offerings can thrive.
Follow Placer.ai for more data-driven restaurant insights.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

About the Mall Index: The Index analyzes data from 100 top-tier indoor malls, 100 open-air shopping centers (not including outlet malls) and 100 outlet malls across the country, in both urban and suburban areas. Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the country.
It was an amazing summer for malls, with August proving an especially strong month across all three mall categories – indoor malls, open-air shopping centers, and outlet malls. Between huge blockbuster summer releases, rising consumer confidence, and favorable weather, malls drew bigger crowds than they did last year. The week of August 12th saw YoY visit boosts of 5.6% for indoor malls, 5.8% for open-air centers, and 2.8% for outlet malls. (Outlet malls saw a more impressive YoY boost of 5.4% during the week of August 5th).
As the summer wound down and families settled into back-to-school routines, mall traffic leveled off – with weekly YoY visits ranging from -2.9% to 2.2% in September. But September’s relative quiet won’t last long. Mall traffic is expected to ramp up again in October as early holiday promotions begin to draw crowds, as both retailers and consumers gear up for this year’s shorter holiday shopping season — just 27 days between Thanksgiving and Christmas.

September’s relative quiet notwithstanding, the first Monday of the month – Labor Day – is always a busy one for retailers, and this year was no different. Eager crowds converged on malls during the holiday to take advantage of special sales and enjoy a day of retail therapy.
Compared to the average year-to-date Monday, indoor malls saw a 61.5% increase in foot traffic on Labor Day, while open-air shopping centers saw a 34.1% rise. But it was outlet malls that really hit it out of the park with a remarkable 110.7% boost. Outlet malls often lead during holiday weekends, as shoppers take advantage of their time off for an extended excursion.

What do malls’ 2024 performance thus far tell us about what they can expect this holiday season?
If the rest of the year is any indication, indoor malls and open-air shopping centers are poised for a robust holiday season, having experienced YoY visit growth during every quarter of the year so far. And while outlet mall visits have largely remained aligned with 2023 levels, they are traditionally strong performers during the holidays – so a solid season is still expected for them as well.

Indeed, in past years, outlet malls have proven to be major holiday shopping destinations. Comparing weekly visits to malls in 2022 and 2023 to each year’s weekly visit average shows significant surges in November and December, with outlet malls seeing the most pronounced spikes.
During the week before Christmas in 2023, for example, outlet malls saw visits soar 79.3%, compared to 72.8% for indoor malls and 47.8% for open-air shopping centers. And on Black Friday outlet malls were the clear winners – with a 59.3% visit spike compared to 36.9% for indoor malls and just 18.2% for open-air centers.
This year is expected to follow suit, with all three mall categories likely to see heavy traffic during the peak holiday weeks—and outlet malls expected to shine especially bright as shoppers go the extra mile to seek out the best deals.

The holiday season not only boosts mall traffic but also shifts consumer behavior. Data from the past two years shows that malls’ average dwell times tend to increase during the all-important final quarter. In both 2022 and 2023, indoor and outlet malls saw average Q4 visit durations rise by about a minute compared to the rest of the year. Though a one-minute increase might appear minor, even a small shift in the overall average is significant given the millions of visits that take place during this period.
This trend highlights a shift in consumer behavior during the holidays, as visitors spend more time strolling through malls to snag special deals and seek out ideal gifts for loved ones. Interestingly, open-air shopping centers, which also saw smaller holiday visit peaks, did not show the same shift in dwell time – suggesting that visitor interaction with these centers during the holidays is more in line with that observed throughout the rest of the year.

As October unfolds, and malls begin to fill with holiday scents, music, decor, and promotions, the sector appears well-positioned for a strong holiday season. And this optimism is even further bolstered by predictions of increased consumer spending in the months ahead.
Will malls meet these high expectations during the upcoming season? Follow our blog at Placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.
The first quarter of 2024 was generally a good one for retailers. Though unusually cold and stormy weather left its mark on the sector’s January performance, February and March saw steady year-over-year (YoY) weekly visit growth that grew more robust as the quarter wore on.
March ended on a high note, with the week of March 25th – including Easter Sunday – seeing a 6.1% YoY visit boost, driven in part by increased retail activity in the run-up to the holiday. (Last year, Easter fell on April 9th, 2023, so the week of March 25th is being compared to a regular week.)
Though prices remain high and consumer confidence has yet to fully regain its footing, retail’s healthy Q1 showing may be a sign of good things to come in 2024.
Drilling down into the data for leading retail segments demonstrates the continued success of value-priced, essential, and wellness-related categories.
Discount & Dollar Stores led the pack with 11.2% YoY quarterly visit growth, followed by Grocery Stores, Fitness, and Superstores – all of which outperformed Overall Retail. Dining also enjoyed a YoY quarterly visit bump, despite the segment’s largely discretionary nature. And despite the high interest rates continuing to weigh on the housing and home renovation markets, Home Improvement & Furnishings maintained just a minor YoY visit gap.
Discount & Dollar Stores experienced strong YoY visit growth throughout most of Q1 – and as go-to destinations for groceries and other other essential goods, they held their own even during mid-January’s Arctic blast. In the last week of March, shoppers flocked to leading discount chains for everything from chocolate Easter bunnies to basket-making supplies – driving a remarkable 21.5% YoY visit spike.
Dollar General continued to dominate the Discount & Dollar Store space in Q1, with visits to its locations accounting for nearly half of the segment’s quarterly foot traffic (44.7%). Next in line was Dollar Tree, followed by Family Dollar and Five Below. Together, the four chains – all of which experienced positive YoY quarterly visit growth – drew a whopping 91.6% of quarterly visits to the category.
Rain or shine, people have to eat. And like Discount & Dollar Stores, traditional Grocery Stores were relatively busy through January as shoppers braved the storms to stock up on needed items. Momentum continued to build throughout the quarter, culminating in a 10.5% foot traffic increase in the week ending with Easter Sunday.
Like in other categories, it was budget-friendly Grocery banners that took the lead. No-frills Aldi drove a chain-wide 24.4% foot traffic increase in Q1, by expanding its fleet – while also growing the average number of visits per location. Other value-oriented chains, including Trader Joe’s and Food Lion, experienced significant foot traffic increases of their own. And though conventional grocery leaders like H-E-B, Kroger, and Albertsons saw smaller visit bumps, they too outperformed Q1 2023 by meaningful margins.
January is New Year’s resolution season – when people famously pick themselves up off the couch, dust off their trainers, and vow to go to the gym more often. And with wellness still top of mind for many consumers, the Fitness category enjoyed robust YoY visit growth throughout most of Q1 – despite lapping a strong Q1 2023.
Predictably, Fitness’s visit growth slowed during the last week of March, when many Americans likely indulged in Easter treats rather than work out. But given the category’s strength over the past several years, there is every reason to believe it will continue to flourish.
For Fitness chains, too, cost was key to success in Q1 – with value gyms experiencing the biggest visit jumps. EōS Fitness and Crunch Fitness, both of which offer low-cost membership options, saw their Q1 visits skyrocket 28.9% and 22.0% YoY, respectively – helped in part by aggressive expansions. At the same time, premium and mid-range gyms like Life Time and LA Fitness are also finding success – showing that when it comes to Fitness, there’s plenty of room for a variety of models to thrive.
Superstores – including wholesale clubs – are prime destinations for big, planned shopping expeditions – during which customers can load up on a month’s supply of food items or stock up on home goods. And perhaps for this reason, the category felt the impact of January’s inclement weather more than either dollar chains or supermarkets – which are more likely to see shoppers pop in as needed for daily essentials.
But like Grocery Stores and Discount & Dollar Stores, Superstores ended the quarter with an impressive YoY visit spike, likely fueled by Easter holiday shoppers.
As in Q4 2023, membership warehouse chains – Costco Wholesale, BJ’s Wholesale Club, and Sam’s Club – drove much of the Superstore category’s positive visit growth, as shoppers likely engaged in mission-driven shopping in an effort to stretch their budgets. Still, segment mainstays Walmart and Target also enjoyed positive foot traffic growth, with YoY visits up 3.9% and 3.5%, respectively.
Moving into more discretionary territory, Dining experienced a marked January slump, as hunkered-down consumers likely opted for delivery. But the segment rallied in February and March, even though foot traffic dipped slightly during the last week of March, when many families gathered to enjoy home-cooked holiday meals.
Coffee Chains and Fast-Casual Restaurants saw the largest YoY visit increases, followed by QSR – highlighting the enduring power of lower-cost, quick-serve dining options. But Full-Service Restaurants (FSR) also saw a slight segment-wide YoY visit uptick in Q1 – good news for a sector that has yet to bounce back from the one-two punch of COVID and inflation. Within each Dining category, however, some chains experienced outsize visit growth – including favorites like Dutch Bros. Coffee, Slim Chickens, In-N-Out Burger, and Texas Roadhouse.
Since the shelter-in-place days of COVID – when everybody had their sourdough starter and DIY was all the rage – Home Improvement & Furnishings chains have faced a tough environment. Many deferred or abandoned home improvement projects in the wake of inflation, and elevated interest rates coupled with a sluggish housing market put a further damper on the category.
Against this backdrop, Home Improvement & Furnishings’ relatively lackluster Q1 visit performance should come as no surprise. But the narrowing of the visit gap in March – which also saw one week of positive visit growth – may serve as a promising sign for the segment. (The abrupt foot traffic drop during the week of March 25th, 2024 is likely a just reflection of Easter holiday shopping pattern.)
Within the Home Improvement & Furnishings space, some bright spots stood out in Q1 – including Harbor Freight Tools, which saw visits increase by 10.0%, partly due to the brand’s growing store count. Tractor Supply Co., Menards, and Ace Hardware also registered visit increases.
January 2024’s stormy weather left its mark on the Q1 retail environment, especially for discretionary categories. But as the quarter progressed, retailers rallied, with healthy YoY foot traffic growth that peaked during the last week of March – the week of Easter Sunday. All in all, retail’s positive Q1 performance leaves plenty of room for optimism about what’s in store for the rest of 2024.

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.
