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Of all the predictions about what would be the prevailing retail trends in 2024, an uncharacteristic cold snap wasn’t on anyone’s radar. But so far this year, extreme weather has had a major impact on consumer behavior in a host of retail categories. How big an influence have drastic conditions had on foot traffic and what visit patterns are emerging as temperatures thaw? We dove into the latest location analytics to find out.
A powerful Arctic blast gripped a large portion of the continental U.S. in January 2024. And along with other disastrous consequences, the chill caused many consumers to stay indoors – resulting in a decline in overall retail visits.
Although retail foot traffic the week of January 8th, 2024 was almost in line with 2023 levels – likely due to a flux of consumers stocking up on essentials – the week of January 15th saw the overall retail visits gap widen to 2.9% year-over-year (YoY) as the storm expanded its grip on the country.
The worst of the cold abated in late January 2024, and consumers appeared to be out and about again – catching up on errands and making up for time spent cooped up at home. Overall retail visits picked up steam the week of January 22nd, 2024 and sustained positive YoY growth through February.
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Zooming in on retail foot traffic by state revealed the scope of the storm’s impact on visits nationwide. Generally, states that bore the brunt of the cold blast saw the widest YoY retail visits gaps. And although perennial cold weather regions were not spared from the unusual cold spell, consumers in the often frigid Upper Midwest and Northeast may have been more acclimated to the cold and therefore able to maintain somewhat normal shopping routines.
In January 2024, Montana, Wyoming, the Dakotas, and Minnesota – along with Maine, Vermont, and New Hampshire – all experienced YoY retail visit growth, despite the extreme weather. Meanwhile, foot traffic in much of the Midwest and South buckled under the abnormal conditions.
The resilience of the Upper Midwest and the Northeast was evident again as temperatures thawed. While winter weather was still prevalent in these parts, North Dakota, Minnesota, Wisconsin, Maine, and Vermont all cozied up to over 8.0% YoY retail visit growth in February 2024.

As was the case for retail foot traffic patterns as a whole, the cold snap took a toll on visits to the dining space early on in 2024. The data suggests that many consumers stayed home and cut back on dining out during the extreme storm. But as temperatures more or less normalized, restaurant-goers were eager to get back to their favorite dining hot spots.
Analysis of weekly foot traffic to the various dining categories in January and February 2024 once again showcased the industry’s resilience and the strength of discretionary spending as a whole.
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Diving into dining foot traffic on the state level provided further evidence that freezing conditions likely influenced the eating-out behavior of consumers.
Location analytics revealed that as storms raged in January 2024, southern and midwestern states – where consumers may have been caught off guard by the extreme weather – experienced the widest YoY dining visit gaps. Meanwhile, upper midwestern and northeastern states – where consumers are generally accustomed to harsher winters – produced dining traffic growth.
In February 2024 – as temperatures warmed – several states in the Upper Midwest and Northeast mustered exceptional increases in YoY dining visits. But notably, all of the continental U.S. saw YoY dining traffic growth during that month – further indication of the dining space’s ability to bounce back from adversity and the sustained demand for going out.

Which retail trends will prevail as 2024 progresses? Visit Placer.ai to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

With the first round of earning announcements in 2024 coming to a close, we dove into the foot traffic data to find out which companies are likely to surpass their 2023 performance in the coming year.
Following a challenging period and shifts in apparel consumer preferences hampering traffic, Gap’s performance is on the upswing. The company, which operates four iconic brands – Gap, Old Navy, Athleta, and Banana Republic – recently announced stronger-than-expected Q4 2023 results, driven by strong performances of the Gap and Old Navy brands.
Foot traffic data also points to a comeback. The Old Navy and Gap managed to maintain minimal year-over-year (YoY) visit gaps in 2023 despite the challenging retail environment, with Q4 visits – during the critical holiday season – down just 2.3% and 1.7% for the two brands, respectively.
Gap’s turnaround is likely helped by several C-suite personnel changes at the company. Last year, Gap Inc. brought in C.E.O. Richard Dickson from Mattel to revitalize the legacy brands, and Chris Blakeslee – previously at Alo Yoga – was chosen to lead the Athleta chain. And the company is continuing its series of high-profile hirings in 2024 with the appointment of designer Zac Posen as Creative Director of the company and Chief Creative Officer of the Old Navy banner. Should Gap continue on its current track, the company is well-positioned for a strong 2024.
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Monthly visits to The Cheesecake Factory fell YoY for much of last year, with the chain’s foot traffic regularly lagging behind the wider Restaurant category. But the gaps between the wider industry performance and visits to the brand began to narrow towards the end of the year, with The Cheesecake Factory beating out the overall Restaurant industry in terms of YoY traffic in December 2023. And although January 2024’s cold spell brought visits back down, foot traffic rose again in February 2024.
The chain has announced plans to expand its store count this year and intends to implement moderate price hikes to offset rising costs. And if the positive foot traffic trends continue alongside the company’s new unit openings and price increases, The Cheesecake Factory may well outpace its 2023 performance in 2024.
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The pet care sector thrived over the pandemic, as the combination of shelter-in-place orders, stimulus checks, and reduced spending channels drove consumers to shower their pets with love in the form of increased spending at pet stores. But the economic headwinds of the past two years led some shoppers to reduce their discretionary spending. Some consumers have gone as far as surrendering their pets in an effort to cut costs, with the tighter consumer budgets impacting visits to leading pet care retailers, including Petco. And to add to an already challenging situation, the pet care landscape has recently become even more competitive, with Walmart recently making more aggressive inroads into the space.
But Petco is fighting to stay on top, with the company continuing to invest in its veterinary program and optimize its product assortment to keep up with the changing preferences of 2024 consumers. And recent foot traffic data indicates that Petco’s strategy may be bearing fruit. Visits to Petco grew 1.8% and 4.0% YoY in November and December 2023, respectively – indicating that many pet owners still splurged on holiday gifts for their beloved pets and turned to Petco for the perfect treat or toy. And although January 2024’s unusual cold spell drove a visit lag, foot traffic quickly stabilized in February – indicating that the company should not be written off quite yet.
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For more retail and dining insights, visit our blog at placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

In February 2024 Placer.ai released two white papers: 10 Top Brands to Watch in 2024 and Q4 2023 Quarterly Index. Below is a taste of our findings. To read more data-driven consumer research, visit our library.
The Q4 2023 Quarterly Index white paper analyzed the foot traffic performance of the Fitness, Beauty & Self Care, Discount & Dollar Stores, Superstores, Grocery Stores, and Dining categories in 2023 and during last year’s all-important holiday shopping season.
Last year ended on a high note for many retailers, with cooling inflation and rebounding consumer confidence contributing to a robust holiday season. Still, 2023 was a year of headwinds for the sector, as consumers traded down and cut back on unnecessary indulgences.
In the midst of these challenges, some segments thrived. Continued prioritization of health and wellness by consumers drove strong visit growth for the Fitness and Beauty & Self Care segments – which emerged as 2023 winners and enjoyed positive foot traffic growth in Q4. At the same time, price consciousness drove foot traffic to Discount & Dollar Stores and Superstores, both of which made inroads into the affordable grocery space during the year.
The Grocery category, too, saw a 4.3% jump in visits last year compared to 2022, as well as a slight uptick in Q4 visits. And even the discretionary Dining sector held its own, with a 2.1% year-over-year (YoY) annual increase in foot traffic, and a Q4 quarterly visit gap of just 1.8%.
For a deeper dive into the Q4 2023 performance of these sectors, read the full report.
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The 10 Top Brands to Watch in 2024 white paper leveraged up-to-date location intelligence and consumer demographic insights to identify ten brands gearing up for growth in 2024 – one of which was Foxtrot Market.
Convenience stores have evolved into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one of the brands redefining what a convenience store can be. The chain offers an upscale convenience store experience and is particularly known for including local brands in its product assortment as well as its excellent wine curation and dining options.
And location intelligence data indicates that Foxtrot knows its audience – visitors to the chain were significantly more likely to fall into AGS: Behavior & Attitudes dataset’s “Wine Drinker” or “Nutritionally Aware” segments than visitors to nearby convenience stores. The company plans to ramp up store openings, particularly in the suburbs, where convenience and a good bottle of wine might just find the perfect home as a welcome distraction from the daily grind.
To find out the other brands on the list, read the full report.
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For more data-driven consumer research, visit our library.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Discount and dollar stores flourished in 2022 and 2023, as rising prices led many shoppers to trade down and tighten their purse strings. Consumers flocked to dollar stores for everything from essential goods to discretionary items like toys and party supplies. And while some chains – including category leader Dollar General – were buoyed by their growing positioning as low-cost grocery venues, others found success by leaning into the affordable luxury space. Brands like Five Below, Ollie’s Bargain Outlet, and pOpshelf (owned by Dollar General) grew their audiences by offering price-conscious consumers easy access to inexpensive non-necessities.
But how did these specialty discount retailers fare in the all-important fourth quarter of 2023 – and what does their early 2024 performance portend for the rest of the new year?
We dove into the data to find out.
Five Below, the bargain chain specializing in low-cost, recreational merchandise, wrapped up 2023 with a bang. Between September and December 2023, the brand saw year-over-year (YoY) monthly visit increases ranging from 14.6% to 22.1%. And while Five Below’s expanding store count has likely helped fuel this surge, the indulgence-oriented retailer is also attracting shoppers with a growing selection of “Five Beyond” products, priced above the chain’s traditional $5.00 ceiling. Last year, Five Below further cemented its status as a key holiday shopping destination – another factor driving its impressive Q4 2023 performance. And the discounter continued its winning streak into the new year, with strong performance in January and February 2024.
Ollie’s Bargain Outlet operates according to a somewhat different strategy – enticing shoppers with a broad selection of highly discounted name-brand merchandise. Ollie’s offerings include lower-ticket items like food and books, but also a wide range of premium products like electronics and home furnishings. And Ollie’s closeout buying model means that shoppers never know exactly what they’re going to find – turning each trip into something of a treasure hunt. Like Five Below, Ollie’s Bargain Outlet has expanded its physical presence in recent years – and the chain’s consistent positive YoY foot traffic growth highlights its continued appeal to today’s consumers.
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Dollar General’s pOpshelf concept – launched in late 2020 with a discretionary-focused product mix aimed at higher income shoppers than the company’s flagship brand – now boasts some 240 locations across 20 states. And as the chain has expanded its footprint, it has also grown its audience. Like other affordable luxury venues, pOpshelf experiences large visit spikes during the fourth quarter of the year, as shoppers seek out inexpensive gifts and other holiday fare.
As of February 2024, visits to the chain were up 190.1% compared to a March 2022 baseline. Though Dollar General has reined in the pace of pOpshelf’s expansion to account for what remains a challenging retail environment, the company still plans to open more stores this year. And if pOpshelf’s strong visit trajectory is any indication, investing in the concept’s long-term strength may well bear fruit in the months and years ahead.
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Each of these discount chains has found success by appealing to a different audience. Ollie’s Bargain Outlet, with its constantly-shifting closeout inventory, attracts shoppers from areas with higher shares of singles and fewer families with children. Five Below’s and pOpshelf, on the other hand, feature captured markets with larger shares of parental households than of singles – though pOpshelf’s share of the latter has risen over the past year, as the chain expanded into new markets.
For all three chains, however, the extent of the gap between the two demographic groups varies throughout the year – with the share of singles increasing during the summer and the share of parental households seeing an uptick during the December holiday shopping season. (For pOpshelf, this pattern began to emerge in 2023). Five Below experienced a particularly pronounced version of this trend – with the share of singles frequenting the chain actually outpacing the share of families with children each August. This uptick in the share of singles visiting discount chains – especially Five Below – may be due in part to back-to-school shopping by college students, many of whom load up on dorm supplies towards the end of summer.
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Specialty discount chains offer price-conscious shoppers affordable outlets for retail therapy. And in 2023 and early 2024, Five Below, Ollie’s Bargain Outlet, and pOpshelf grew their audiences by appealing to the perennial quest for inexpensive, fun shopping experiences. How will these retailers continue to fare as 2024 wears on? Will cooling inflation put a dent in their gains – or will a revitalized discretionary retail environment propel them forward?
Follow Placer.ai’s data-driven retail analyses to find out.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.

Mercado Gonzalez: This Mexican Food Hall is a Magnet
Mercado Gonzalez opened less than six months ago, and boy, is it making a splash! This marketplace/food hall located in Costa Mesa, CA hosts 20 food stalls where one can stroll through, buy colorful produce, and imagine that one is at the Mercado de Coyoacan in Mexico City, one of various mercados from which this location takes inspiration. Already, we see from the Placer data below that since opening in mid-November (just in time for the holidays!), Mercado Gonzalez is proving to be one of the most-visited locations in the Northgate Gonzalez portfolio.
The weekend spikes really stand out as patrons from all over Southern California come to partake of pan dulces, aguas frescas, and oh-so-delectable hot and fresh churros at Churreria El Moro.

We wrote about food fusion last week, and indeed, in addition to traditional Mexican specialties like tortas ahogadas at Chiva Torta, one can also find Mexican-style sushi at Sushi El Sinaloense. From street food to gourmet at Maizano and Entre Nos, one has options that run the gamut from hot tortillas to cochinita pibil with fresh masa.
This food hall extravaganza bills itself as the “ultimate destination for Mexican food and culture” and it appears that customers who travel from a trade area of over 150 miles are in total agreement.
Compared to another top–trafficked Northgate Gonzalez market in Los Angeles, which draws from a much more local crowd of 11 sq miles (keep in mind, there are numerous Northgate Gonzalez markets across the Southern California landscape), this novel food hall concept attracts a much more diverse audience, across multiple dimensions like geography, ethnicity, and household income.

While the traditional grocery store attracts heavily from the segment of Lower Hispanic Families at the Los Angeles and San Diego locations, and also from Near-Urban Diverse Families and Young Urban Singles in San Diego, the segment data from Spatial.ai: PersonaLive reveals that Mercado Gonzalez also brings in Young Professionals, Educated Urbanites, Wealthy Suburban Families, and Ultra Wealthy Families.

In addition, the average HHI of those visiting Mercado Gonzalez is roughly twice that of the other Northgate Gonzalez grocery stores.

The food hall also attracts a broader swath of ethnicities.

Much like Eataly before it, Jose Andres’ Spanish Mercado Little Spain, or Asian food halls that we wrote about recently in our Lunar New Year articles, there is enthusiastic appetite for an immersive encounter reminiscent of being in another country and having access to authentic flavors and eating experiences.

Despite the inflationary headwinds that marked 2023, year-over-year (YoY) foot traffic to Indoor Malls and Open-Air Shopping Centers exceeded 2022 levels every quarter of 2023, with the two shopping center formats competing head-to-head for the top spot: Open-Air Shopping Centers outperformed Indoor Malls during the first three quarters of the year, but Indoor Malls came out ahead during the critical holiday-focused Q4. Ultimately, overall yearly visit numbers slightly favored Open-Air Shopping Centers, which finished 2023 with a 3.0% overall YoY increase in visits compared to 2.9% overall growth for Indoor Malls.
Meanwhile, Outlet Malls struggled to keep up with the other two formats. This segment saw a 1.6% YoY decline in yearly visits in 2023, perhaps due consumers looking to save on gas expenses and avoid the typically longer driving time required to get to these types of shopping centers.
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Visits to all three mall formats dipped YoY in January 2024, likely due to the extreme cold temperatures that swept through much of the country and to the challenging comparisons to a strong January 2023.
But YoY foot traffic to Indoor Malls and Open-Air Shopping Centers swung positive in the second months of the year. Visits to Indoor Malls grew an impressive 6.0% relative to the same month in 2023, and foot traffic to Open-Air Shopping Centers increased 3.9% in the same period. The YoY visit gap to Outlet Malls also narrowed significantly, with foot traffic to the format just 1.6% lower than it was in February 2023, indicating that – despite predictions – 2024 consumers are still willing to spend on discretionary categories.
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While visits to the mall space appear to be generally growing on a YoY basis, comparing the foot traffic performance to pre-COVID visits levels reveals a more nuanced picture. Of the three shopping centers formats, Open-Air Shopping Centers drew closest to pre-COVID levels, with 2023 visits just 1.5% lower than they were in 2019. The visit gap to Indoor Malls was slightly larger, with the format attracting 4.6% fewer visits in 2023 than in 2019. And Outlet Malls appear to be having the toughest recovery, with 2023 visits to the format 9.7% lower than in 2019.
But just because visits to the shopping center space are still catching up to 2019 levels does not mean that all is lost – a deeper dive into location intelligence data indicates that post-pandemic shopping habits are still in flux.
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Analyzing shifts in shopping behavior in recent years reveals that many shoppers are still returning to pre-COVID behaviors. For example, comparing the share of shopping center visits between the hours of 12 PM and 4 PM in 2019, 2022, and 2023 indicates that the “new normal” of mid-day shopping sprees is on its way out.
The share of hourly visits between 12 PM and 4 PM jumped over the pandemic thanks to consumers’ newly flexible schedules, and mid-day foot traffic to shopping centers was still higher in 2022 compared to pre-COVID. But the relative share of mid-day visits dropped from 2022 to 2023 and moved closer to 2019 levels – indicating that shopping patterns have not yet reached a post-COVID equilibrium.
Critically, there appears to be a correlation between the return to 2019 shopping patterns and the visit recovery rate. Visits to Open-Air Shopping Centers in 2023 were almost on par with 2019 levels, and the format’s mid-day visit share was only half a percentage point higher in 2023 than in 2019. The mid-day visit share at Indoor Malls, where the year-over-four-year (Yo4Y) visit lag was slightly larger than for Open-Air Shopping Centers, was still 1.9 percentage points higher in 2023 when compared to 2019. And Outlet Malls had the largest Yo4Y visit gap along with the largest Yo4Y difference in mid-day visit share.
This data indicates that post-pandemic shopping patterns are still dynamic – and even retail sectors that appear to have permanent COVID scars may well bounce back as consumer behavior continues to normalize.
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Despite predictions of slower consumer spending, foot traffic data indicates that demand for malls and shopping centers remains stable. Location intelligence showing strong monthly visit numbers and positive shifts in shopping behavior indicates that the shopping center space is off to a strong start in 2024.
For more data-driven retail insights, visit our blog at placer.ai.
This blog includes data from Placer.ai Data Version 2.0, which implements improvements to our extrapolation capabilities, adds short visit monitoring, and enhances visit detection.
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.
Grabbing a coffee or snack at a convenience store is a time-honored road trip tradition – but increasingly, Convenience Stores (C-Stores) have also emerged as places people go out of their way to visit.
Convenience stores have thrived in recent years, making inroads into the discretionary dining space and growing both their audiences and their sales. Between April 2023 and March 2024, C-Stores experienced consistent year-over-year (YoY) visit growth, generally outperforming Overall Retail. Unsurprisingly, C-Stores fell behind Overall Retail in November and December 2023, when holiday shoppers flocked to malls and superstores to buy gifts for loved ones. But in January 2024, the segment regained its lead, growing YoY visits even as Overall Retail languished in the face of an Arctic blast that had many consumers hunkering down at home.
C-Stores’ current strength is partially due to the significant innovation by leading players in the space: Chains like Casey’s, Maverik, Buc-ee’s, and Rutter’s are investing in both in their product offerings and in their physical venues to transform the humble C-Store from a stop along the way into a bona fide destination. Dive into the data to explore some of the key strategies helping C-Stores drive consumer engagement and stay ahead of the pack.
While chain expansion may explain some of the C-Store segment growth, a look at visit-per-location trends shows that demand is growing at the store level as well. Over the past year (April 2023 to March 2024), average visits per location on an industry-wide basis grew by 1.8%, compared to the year prior (April 2022 to 2023).
And within this growing segment, some brands are distinguishing themselves and outperforming category averages. Casey’s, for example, saw the average number of visits to each of its locations increase by 2.3% over the same time frame – while Maverik, Buc-ee’s and Rutter’s saw visits per location increase by 3.2%, 3.4% and 3.9%, respectively.
Each in its own way, Casey’s, Maverik, Buc-ee’s, and Rutter’s, are helping to transform C-Stores from pit stops where people can stretch their legs and grab a cup of coffee to destinations in and of themselves.
Midwestern gas and c-store chain Casey’s – famous for its breakfast pizza and other grab-and-go breakfast items – has emerged as a prime spot for fast food pizza lovers to grab a slice first thing in the morning. And Salt Lake City, Utah-based Maverik – which recently acquired Kum & Go and its 400-plus stores – is also establishing itself as a breakfast destination thanks to its specialty burritos and other chef-inspired creations.
Casey’s and Maverik’s popular breakfast options are likely helping the chains receive its larger-than-average share of morning visits: In Q1 2024, 16.3% of visits to Maverik and 17.5% of visits to Casey’s took place during the 7:00 AM - 10:00 AM daypart, compared to just 14.9% of visits to the wider C-Store category.
Psychographic data from the Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – also suggests that Casey’s and Maverik’s have opened stores in locations that allow them to reach their target audience. Compared to the average consumer, residents of Casey’s potential market are 7% more likely to be “Fast Food Pizza Lovers” than both the average consumer and the average C-Store trade area resident. Residents of Maverik’s potential market are 16% more likely than the average consumer to be “Mexican Food Enthusiasts,” compared to residents of the average C-Store’s trade area who are only 1% more likely to fall into that category.
With both chains expanding, Casey’s and Maverik can hope to introduce new audiences to their unique breakfast options and solidify their hold over the morning daypart within the C-Store space over the next few years.
Everything is said to be bigger in the Lone Star State, and Texas-based convenience store chain Buc-ee’s – holder of the record for the worlds’ largest C-Store – is no exception. With a unique array of specialty food items and award-winning bathrooms, Buc-ee’s has emerged as a well-known tourist attraction. And the popular chain’s status as a visitor hotspot is reflected in two key metrics.
First, Buc-ee’s attracts a much greater share of weekend visits than other convenience store chains. In Q1 2024, 39.6% of visits to Buc-ee’s took place on the weekends, compared to just 28.3% for the wider C-Store industry. And second, Buc-ee’s captured markets feature higher-than-average shares of family-centric households – including those belonging to Experian: Mosaic’s Suburban Style, Flourishing Families, and Promising Families segments.
Rather than merely a place to stop on the way to work, Buc-ee’s has emerged as a favored destination for families and for people looking for something fun to do on their days off.
Buc-ee’s isn’t the only C-Store chain that believes bigger is better. Pennsylvania-based Rutter’s is increasing visits and customer dwell time by expanding its footprint – both in terms of store count and venue size. New stores will be 10,000 to 12,000 square feet – significantly larger than the industry average of around 3,100 square feet. And in more urban areas, where space is at a premium, the company is building upwards.
Rutter’s added a second floor to one of its existing locations in York, PA in December 2023. The remodel, which was met with enthusiasm by customers, provided additional seating for up to 30 diners, a beer cave, and an expanded wine selection. And in Q1 2024, the location experienced 15.6% YoY visit growth – compared to a chainwide average of 7.6%. Visitors to the newly remodeled Rutter’s also stayed significantly longer than they did pre-renovation. The share of extended visits to the store (longer than ten minutes) grew from 20.8% in Q1 2023 to 27.0% in Q1 2024 – likely from people browsing the chain’s selection of beers or grabbing a bite to eat.
Convenience stores are flourishing, transforming into some of the most exciting dining and tourist destinations in the country. Today, C-Store customers can expect to find brisket sandwiches, gourmet coffees, or craft beers, rather than the stale cups of coffee of old. And the data shows that customers are receptive to these innovations, helping drive the segment’s success.
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.
