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Ezra Carmel

Ezra Carmel is a Content Writer at Placer.ai who enjoys sharing new location intelligence insights with industry professionals. You can find his analyses on everything from buffets to the Super Bowl at Placer.ai/anchor.
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Article
Coffee Chains: Q1 2024 Update and What’s Changed Since COVID
How has the coffee space changed since the pandemic ushered in a new age of remote work that slashed commuting and office-wide coffee orders? We take a closer look at how visits to brands like Starbucks, Dunkin', and Dutch Bros. have changed since the pandemic.
Ezra Carmel
Apr 25, 2024
3 minutes

Pandemic restrictions ushered in a new age of remote work that slashed commuting and office-wide coffee orders. But the coffee space has adapted to changing consumer behavior, and category leaders – Starbucks, Dunkin’, and Dutch Bros. Coffee – have found success in the new normal. 

With Q1 2024 in the rearview mirror, we took a closer look at how visitation to the coffee space has changed since the pandemic. 

Key Takeaways

  • Since 2019, Starbucks, Dunkin’, and especially Dutch Bros. have expanded their footprints – driving their pandemic recovery.
  • Year-over-year visits to the coffee leaders are also on the rise, indicating that the space is continuing to grow. 
  • Starbucks, Dunkin’, and Dutch Bros each have a unique hourly visitation pattern, suggesting that – despite the apparent crowding in the coffee space – coffee demand is varied enough to sustain multiple major players.

Coffee’s Recovery Since COVID

Over the last few years, Starbucks, Dunkin’, and Dutch Bros have expanded their footprints, helping drive visits in a turbulent retail environment. Notably, visits to all three chains have remained above pre-pandemic levels nearly every quarter since Q2 2021, signifying a rapid and robust foot traffic recovery for the space. 

Starbucks and Dunkin’ have both implemented expansion plans recently, with Starbucks focusing on smaller-format stores and Dunkin’ going after non-traditional sites such as airports, universities, and travel plazas. The store fleet growth likely contributed to both chains’ visit increases – in Q1 2024, foot traffic to Starbucks and Dunkin’s was up 14.5% and 9.5%, respectively, compared to Q1 2019.

Baseline change in visits to Starbucks and Dunkin, Q1 2019 to Q1 2024

Meanwhile Dutch Bros.’ physical footprint has grown exponentially since 2019, and the chain is now working on developing its digital footprint, including the rollout of mobile ordering.The company’s aggressive expansion contributed to Dutch Bros.’ significantly elevated visits in Q1 2024 – 177.6% above the Q1 2019 baseline. (The chain’s considerably larger year-over-five-year visit increases compared to Starbucks and Dunkin’ can be attributed to Dutch Bros.’ substantially smaller starting footprint, so that every opening brings a larger visit boost to the chain as a whole.)

Baseline change in visits to Dutch Bros. and Breakfast/Coffee shop segment, Q1 2019 to Q1 2024

Monthly Momentum for Coffee Leaders

Zooming in on visits since the halfway point of 2023 shows that the coffee space’s post-pandemic momentum continued in recent months, with year-over-year (YoY) monthly visits to all three chains positive since the beginning of 2024. 

Dutch Bros.’ ongoing aggressive expansion once again gave the Oregon-based chain the largest year-over-year boost, and Starbucks and Dunkin’ also sustained YoY visit growth nearly every month.

Monthly visits to Starbucks, Dunkin', and Dutch Bros. compared to previous year

Each Coffee Brand Fills a Different Need

The visit growth for the three coffee leaders analyzed shows that there is enough consumer demand to support across-the-board growth in the space. And analyzing the Q1 2024 hourly visit distribution for Starbucks, Dunkin’, and Dutch Bros. reveals that visits to each chain follow a unique pattern – suggesting that every brand plays a unique role in the wider coffee landscape.

Visits to Starbucks, Dunkin', and Dutch Bros. in Q1 2024 as a % of Chain's total Visits

Dunkin’ received almost half (47.8%) of its visits before 11:00 AM, indicating that many guests visit Dunkin’ primarily for coffee or other breakfast fare. Starbucks’s guests tended to visit a little later in the day – with 38.5% of Starbucks visits taking place between 11:00 AM and 3:59 PM – so many consumers may be visiting the Seattle-based chain for a midday pick-me-up. Meanwhile, Dutch Bros. saw the largest share of late afternoon and evening visits (between 4:00 and 10:59 PM) relative to the other two chains – perhaps thanks to the chain’s wide variety of non-caffeinated beverages.  

The variance in the hourly visit distribution between the three chains shows that the coffee space is big enough for multiple players and bodes well for the three chains’ performance in 2024.

For more data-driven pick-me-ups, visit 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.

Article
Crocs’ Footwear Fairytale
Crocs’ rebrand from ugly to chic is one of retail’s most fascinating Cinderella stories (glass clog, anyone?). We dive into the latest location analytics and demographic data to explore the consumer behavior that drives Crocs’ continued success. 
Ezra Carmel
Apr 17, 2024
3 minutes

Crocs’ rebrand from ugly to chic is one of retail’s most fascinating Cinderella stories (glass clog, anyone?). We dive into the latest location analytics and demographic data to explore the consumer behavior that drives Crocs’ continued success. 

Partnerships and Pandemic Popularity 

Embarking on a journey to become a fashionable brand, in 2017 Crocs inked a partnership with Christopher Kane who became the first designer to collaborate with the brand. A stampede of designer and celebrity-inspired styles followed in 2018 and 2019 including Balenciaga's iconic ten-inch platform Croc and Post Malone's take on the classic clog. 

During the pandemic, Crocs built on its success in fashion and celebrity circles, and gained a new following from comfort-first shoe shoppers stuck at home or running errands.

Taking a wide lens on Crocs’ foot traffic since 2018 shows how a strategy of designer partnerships as well as recognition as a functional shoe drives visits to the brand. In 2018 and 2019, as designer Crocs rolled out, visits to the brand climbed to new heights. 

And since the wider retail reopening in 2021, Crocs’ foot traffic growth has accelerated as comfort reigns supreme in and out of the home.

Compared to a Q1 2018 baseline, Crocs saw its largest monthly visit peak in Q3 2023 (199.1%) – the critical summer period. And foot traffic in the most recent Q1 2024 was 43.7% above the Q1 2018 baseline. This indicates that the shoe’s acceptance within pop-culture combined with demand for comfortable footwear is elevating the brand’s traffic to new levels.

Baseline change in visits to Crocs compared to Q1 2018

Real Estate Strategy Helps ‘Democratize’ the Brand

As Crocs continues to gain traction, the company appears to be pursuing a real estate strategy aimed at repositioning the brand as an affordable shoe for the whole family. Although Crocs shrank its store count in the years leading up to the pandemic, the brand has now begun opening new locations in outlet malls – five in 2023, with plans for 30 new stores in outlet malls in 2024. 

Analyzing Crocs’ trade areas between 2018 and 2023 suggests that this strategy is helping the brand reach its audience. According to the STI: Popstats 2023 dataset, in 2018, there was a gap of more than $6K between the median household income (HHI) in Crocs’ potential market ($81.0K/year) and in its captured market ($74.7K/year). But by 2023, the median HHI of the brand’s potential market ($75.5K) and captured market ($75.9K) had more closely aligned. This indicates that by opening stores in outlet malls – where consumers looking for discounts are likely to shop – Crocs’ potential market more closely reflects its actual visitors and the brand can drive additional traffic from its target audience.

Median HHI of Crocs' Trade Areas by year

Happily Ever After

From humble beginnings, Crocs have become runway-famous. And yet, the clogs are more popular than ever with the everyday consumer – at home or out on the town. How will Crocs shape the next chapter of this foam fairytale?

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.

Article
Who Attends NCAA Final Four Events?
Final Four Weekend, when the NCAA "March Madness" basketball tournaments culminate with a championship game, took place between April 4th and 7th. Who attended these events? We take a look at the location analytics and audience segmentation of visitors to find out.
Ezra Carmel
Apr 16, 2024
5 minutes

Final Four weekend capped off the NCAA “March Madness” basketball tournaments with a full schedule of fan experiences on both the men’s and women’s sides of the ball. 

The Women’s Final Four took place between April 4th and 7th, 2024 in Cleveland, Ohio with on-court action at Rocket Mortgage FieldHouse. “Tourney Town” – an interactive basketball exhibition – ran concurrently at the Huntington Convention Center.  

The Men’s Final Four commenced on April 5th at State Farm Stadium in Glendale, Arizona, culminating with the championship game on April 8th. The multi-day exhibition “Final Four Fan Fest” took place at the Phoenix Convention Center. 

We dove into the location analytics and audience segmentation for visitors to several Final Four events to better understand the fans in attendance throughout the tournament weekend.

Locals and Tourists Have Event Preferences

The men and women’s Final Four weekend attracted spectators from near and far, with each event attracting a unique mix of out of town tourists and locals. 

Both men and women’s championship games attracted a relatively large share of out-of-town guests, likely due to the excitement surrounding a national title game. Analysis of visitors by home location revealed that the men and women’s championship games had the smallest share of visitors from less than 100 miles away – 29.8% and 33.3% respectively. In other words, these two events had the largest share of visitors that lived more than 100 miles from the venues. 

The men’s open practice appeared to be more popular with long-distance travelers than the women’s, perhaps because all four men’s teams participated – as opposed to just two at the women’s open practice. The men’s practice was also followed by an all-star game which likely increased its appeal for visitors traveling from afar in the hopes of spotting their favorite players. The data revealed that more than half of the spectators traveled over 250 miles to watch the men’s practice, as opposed to under a quarter of spectators for the women’s practice. 

Meanwhile, the women’s experiential exhibition at Huntington Convention Center drew more out-of-towners than the men’s exhibition at Phoenix Convention Center – only 23.3% of visitors to the women’s exhibition came from under 30 miles away, compared to almost half (48.3%) of the men’s exhibition visitors. The larger share of out-of-town visitors to the women’s exhibition may be because the event was close to the arena, making it a more convenient stop for non-local fans. On the other hand, the distance between the men’s exhibition in downtown Phoenix and the stadium in Glendale meant that the off-court experience was more out-of-the-way for tourists who had traveled specifically for the on-court action.

2024 Final four events - cumulative percentage of visitors by home location showing a mix of locals and out-of-town visitors

Wealthy Fans Dominate the Men’s Game

Analysis of Final Four visitors by income level provides further insight into the differences between each event’s fan base. According to the STI: Popstats dataset, the women’s events generally drew visitors from areas with a lower median household income (HHI) compared to the men’s events, although the gaps between the men and women’s visitor bases varied from event to event. Some of the difference in trade area HHI may be due to regional variance and the mix of locals and tourists at each event.

The visitor bases of the men and women’s championship games exhibited the widest disparity, with the men’s championship spectator base coming from areas with a median HHI of $99.9K, compared to $74.6K for the women’s championship’s trade area. The difference may be due to the relatively higher face value of tickets to the men’s championship game – even though the star-power of Iowa’s Caitlin Clark drove up the price of women’s tickets on the secondary market. In contrast, both the men’s and women’s practices and exhibitions were free or nearly free events and drove traffic from relatively lower-income areas – even though visitors to the men’s practice still came from more affluent areas than the trade area of the women’s championship match.

Visitors to the men and women’s convention center exhibition displayed the smallest income differences, with respective trade area median HHI of $80.0K and $76.6K. The data also reveals that visitors to the women’s exhibition came from a trade area with a median HHI that was higher than the median HHI for both the championship game and the open practice, perhaps because the exhibition drew a relatively large share of tourists who could afford to be in town for a slightly longer stay.

Final four men's championship game attracted high-income visitors

Single Fans En Masse at Women’s Events

Further demographic analysis indicates that a greater share of singles – who tend to be on the younger side – attended the women’s Final Four events than the men’s. During the women’s championship, 41.0% of households in the trade area of the Rocket Mortgage FieldHouse were made up of one-person households. This segment also made up 34.2% and 36.3% of the households in the trade areas of the venues for the women’s practice and exhibition, respectively. On the men’s side, singles comprised just 29.3% of the championship’s trade area, 28.4% of the practice’s, and 27.0% of the exhibition’s.

This reflects the growing popularity of women’s college basketball players on social media which is bringing more viewership to the sport.

More singles attended women's final four events than men's in 2024

Want more data-driven visitor insights for sporting events? Visit 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.

Article
Darden Brands: Location Analytics and Consumer Behavior
Last year saw economic headwinds in the dining industry, but Darden-owned chains like Olive Garden, LongHorn Steakhouse, and Cheddar’s Scratch Kitchen saw strong foot traffic patterns. We examine the location analytics to see how consumer behavior shifts are impacting the dining space.
Ezra Carmel
Mar 19, 2024
3 minutes

Despite the individual restaurant success stories in 2023, last year was also a period of economic headwinds in the dining industry. But Darden Restaurants – and its largest chains Olive Garden, LongHorn Steakhouse, and Cheddar’s Scratch Kitchen – continued to drive foot traffic. We dove into the location analytics for these three Darden brands and took a closer look at the shifts in consumer behavior impacting the dining space.

A Great Start

Foot traffic in 2023 was largely positive for Olive Garden, LongHorn Steakhouse, and Cheddar’s Scratch Kitchen, with the strong visit trends likely helping drive Darden’s recent sales growth.

All three brands posted impressive YoY visit growth in Q1 2023, perhaps aided by the comparison to an Omicron-impacted, muted Q1 2022. LongHorn Steakhouse then pulled ahead of the pack in Q2 and Q3 with YoY foot traffic up 3.7% and 4.8%, respectively, before finishing the year off strong with a 3.8% YoY visit increase in Q4. But the real Darden star in Q4 was Olive Garden. The Italian-focused chain’s success was likely bolstered by the return of the Never Ending Pasta Bowl – offered from late September 2023 through mid-November – which appears to have attracted even more hungry diners than it did the previous year.

Meanwhile, YoY visits to Cheddar’s Scratch Kitchen increased during the first three quarters of 2023 and held relatively steady in Q4 – YoY visits during the last quarter of the year were down just 0.7% – highlighting the overall strength of Darden’s portfolio. 

bar graph: darden brands drive visits in 2023

Best Served Hot

Though 2023 was a particularly successful year for Darden foot traffic, Olive Garden, LongHorn, and Cheddar’s were not immune to this year’s arctic blast. The extreme weather in January 2024 impacted dining visits and put a damper on traffic to these chains. But once the weather warmed up in February 2024, YoY visits to Olive Garden, LongHorn, and Cheddar’s began to heat up as well – outpacing even the strong early 2023 traffic – indicating that Darden brands are likely in for another year of robust visits. 

bar graph: in february 2024 darden foot traffic recovers from frigid January

Darden Dines Early

Diving deeper into the analytics for Darden’s brands indicated that shifts in consumer behavior may be a factor in the restaurants’ recent foot traffic gains. Analysis of hourly visits to Olive Garden, LongHorn, and Cheddar’s since 2019 revealed that a greater share of visitors are now engaging with their favorite restaurants during non-traditional dayparts in the mid and late afternoon. 

The share of daily Olive Garden, LongHorn, and Cheddar’s visitors visiting between 2 PM and 5:59 PM was higher in 2023 than in 2019 for all three brands. Olive Garden had the largest share of mid and late afternoon visits in 2022 at 32.6% and maintained its share of 2:00 PM to 5:59 PM visitation in 2023. Meanwhile, LongHorn and Cheddar’s share of visits during the 2:00 PM to 5:59 PM daypart continued increasing in 2023 relative to the previous year, which suggests that this trend of late afternoon and early dinner visits is becoming the new normal. 

As eating out early is becoming more prevalent in the casual dining space – as well as in fine dining and steakhouse restaurants – Darden might capitalize on this trend by adding more happy hours and other late-afternoon specials to its restaurants’ menus.

bar graph: darden drives traffic from early diners

Ready for the Next Course

Darden’s biggest chains succeeded in driving foot traffic growth in 2023 and early 2024. Location analytics indicated that while demand for the brands is consistent, consumer behavior is always changing. How will these restaurants navigate the rest of 2024? 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.

Article
Nike and lululemon: a Strong 2023, Sprinting into 2024
With athleisure and sportswear becoming bonafide wardrobe staples, more consumers than ever are investing in high-end items. Two players—Nike and Lululemon—are at the forefront of this trend. We examine the demographics of the two chains' consumer bases to see what is driving visits.
Ezra Carmel
Mar 18, 2024
3 minutes

Athleisure and sportswear are a go-to for consumers looking to move seamlessly between activities – from a workout to work-from-home. That functionality has kept the category running hot in recent years even while more consumers are getting back to the office and socializing. And since athleisure and sportswear are now bonafide wardrobe staples, more consumers are investing in high-end items. We dove into the data for two of the category’s biggest upscale players – Nike and lululemon – in order to take a closer look at the consumer behavior driving visit growth.

Without Breaking A Sweat

During all four quarters of 2023, Nike and lululemon saw year-over-year (YoY) foot traffic growth that surpassed the visit increases in the wider Athleisure & Sportswear space. Part of Nike’s sizable 2023 YoY visit gains were likely due to the addition of a large number of stores relative to its somewhat modest footprint. Nike is continuing to invest in own-brand stores to boost DTC business including the first U.S. Michael Jordan "World of Flight" store coming to Philadelphia, PA. Lululemon also expanded its store count – albeit more modestly – which likely also helped the company stay ahead of the competition. 

bar graph: mike and lululemon stores est the athleisure and sportswear category. quarterly 2023

How is 2024 Shaping Up?

Fueled by significant store growth, Nike managed to keep YoY foot traffic positive in the first two months of 2024 despite the arctic blast that plagued overall retail visits in January. 

Lululemon and the wider Athleisure & Sportswear space were less insulated from the effects of the storm, and the comparison to a strong 2023 made for mild YoY visit gaps in January 2024. But by the end of February 2024, both lululemon and the Athleisure & Sportswear space had narrowed their visit gaps and appeared to be on an upward trajectory. 

bar graphs: nike continues to drive visits in 2024, lululemon on the rebound

An Affluent Incline

Diving deeper into the demographic data for Nike’s trade area indicated that the aggressive expansion is not the only factor driving the brand’s recent foot traffic gains. Analysis using the AGS: Demographic Dimensions dataset revealed that since the 2021 retail reopening – and specifically Q3 2021 – the median household income (HHI) of Nike’s captured market has been higher than that of its potential market*. And the gap between the median HHI in the brand’s captured and potential markets seems to have widened even further in 2022-2023. 

Driving traffic from affluent consumers appears to be an intentional strategy by the brand. Nike CEO John Donahoe recently noted that the brand is expanding in products across price points and now offers more expensive womenswear than ever before – and location intelligence indicates that this strategy is working. By Q4 2023, the median HHI of Nike’s captured market had climbed to $95.6K – the highest in nearly five years. This suggests that despite the adverse impact of inflation on some aspirational shoppers, Nike is succeeding in driving high-value foot traffic.

*A chain’s potential market refers to the population residing in a given trade area, where the Census Block Groups (CBGs) making up the trade area are weighted to reflect the number of households in each CBG. A chain’s captured market weighs each CBG according to the actual number of visits originating to the chain from that CBG.

line graph: nike captures visits from high-income shoppers

Will the success of upscale athleisure and sportswear continue in 2024? 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.

Article
Where Is Retail and Dining Foot Traffic Thriving in Early 2024?
An uncharacteristic cold snap at the beginning of the year had a major impact on consumer behavior across several retail categories. How big an influence did the conditions have on foot traffic? We dove into the latest location analytics to find out.
Ezra Carmel
Mar 14, 2024
3 minutes

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.

Off to a Cold Start

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. 

bar graph: overall retail visits pick up steam

Mapping a Retail Storm

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.

maps: overall retail visits heat up nationwide in February 2024

Out of the Freezer 

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.

bar graph: dining visits increased YoY since late January 2024

Heat and Serve

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.

maps: dining visits rebound nationwide in February 2024

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.

Reports
INSIDER
3 Trends Shaping the Dining Industry
This report leverages the latest location intelligence data to identify three dining trends that will shape the dining industry in 2024.
November 30, 2023

Digging Into Dining

The dining industry showcased its agility over the past couple of years as it rapidly adapted to shifts in consumer preference brought on by COVID and rising prices. And with a new year around the corner, the pace of change shows no signs of slowing down. 

This white paper harnesses location analytics, including visitation patterns, demographic data, and psychographic insights, to explore the trends that will shape the dining space in 2024. Which dining segments are likely to pull ahead of the pack? How are chains responding to changes in visitor behavior? And where are brands driving dining foot traffic by taking advantage of a new advertising possibility? Read on to find out how dining leaders can tap into emerging trends to stay ahead of the competition in 2024. 

Stepping Up To The Plate

Comparing quarterly visits in 2023 and 2022 highlights the impact of the ongoing economic headwinds on the dining industry. The year started off strong, with year-over-year (YoY) dining visits up overall in Q1 2023 – perhaps aided by the comparison to an Omicron-impacted muted Q1 2022. And while overall dining growth stalled in Q2 2023, several segments – including QSR, Fast Casual, and Coffee – continued posting YoY visit increases, likely bolstered by consumers trading down from pricier full-service concepts. 

Foot traffic slowed significantly in Q3 2023 as inflation and tighter consumer budgets constrained discretionary spending. Overall dining visits fell 2.4% YoY, and full-service restaurants – with their relatively high price point compared to other dining segments – seemed to be particularly impacted by the wider economic outlook. But the data also revealed some bright spots: Fast Casual still succeeded in maintaining positive YoY visit numbers and Coffee saw its Q3 visit grow an impressive 5.4% YoY. As the return to office continues, a pre-work coffee run or lunchtime foray to a fast-casual chain may continue propelling the two segments forward. 

Shifting Demographics and Shifting Dining Behavior

Restaurant visitation patterns have evolved over the past few years. Although an 8 PM seating was once the most coveted slot at fine-dining restaurants, recent visitation data suggests that sitting down to dinner earlier is rising in popularity. 

But among the QSR segment, the opposite trend is emerging, with late-night visits rising. Analyzing hourly foot traffic to several major QSR chains reveals that the share of visits between 9 PM and 12 AM increased significantly between Q3 2019 and Q3 2023. Even Taco Bell – already known for its popularity among the late-night crowd – saw a substantial increase in late-night visits YoY – from 15.4% to 20.3%. 

Younger Customers Staying Out Later

Who is driving the late night visit surge? One reason restaurants have been expanding their opening hours is to capture more Gen-Z diners, who tend to seek out nighttime dining options. But location intelligence reveals that younger millennials are also taking advantage of the later QSR closing times. 

An analysis of the captured market for trade areas of top locations within one of Taco Bell’s major markets – the ​Chicago-Naperville-Elgin, IL-IN-WI Metropolitan area – reveals a year-over-four-year (Yo4Y) increase in “Singles & Starters.” The “Singles & Starters” segment is defined by Experian: Mosaic as young singles and starter families living in cities who are typically between 25 and 30 years old. As consumers continue to prioritize experiential entertainment and going out with friends, late-night dining may continue to see increased interest from young city-dwellers. 

Smoothies Drive Weekend Visits

Millennials and Gen-Z consumers aren’t only heading to their favorite fast food joint for a late-night bite – these audience segments are also helping drive visits on the weekends. Smoothie King is one chain feeling the benefits of young, health-conscious consumers.

The chain, which opened in New Orleans, LA, in 1973 as a health food store, has since grown to over 1,100 locations nationwide and is currently expanding, focusing on the Dallas-Fort Worth CBSA. The area’s Smoothie King venues have seen strong visitation patterns, particularly on the weekends – weekend visits were up 3.4% YoY in Q3 2023.  The smoothie brand’s trade areas in the greater Dallas region is also seeing a YoY increase in weekend visits from “Young Professionals” – defined by the Spatial.ai PersonaLive dataset as “well-educated young professionals starting their careers in white-collar or technical jobs.” 

Sports and Dining - Match Made in Heaven

While some dining chains are appealing to the late-night or weekend crowd, others are driving visits by appealing to sports lovers. How have recent rule changes around student athletes changed the restaurant game, and how can college football teams drive business in their hometowns?

Scoring Big: Leveraging Fan Insights to Fuel Successful Partnerships

College sports have long been a major moneymaker, with top-tier teams raking in billions of dollars annually. And as of 2021, college athletes can enjoy a piece of the significant fan following of college sports thanks to the change in the NCAA’s Name, Image, and Likeness (NIL) rules, which now allows student athletes to sign endorsement deals.

Since then, multiple restaurants have jumped on the opportunity to partner with student athletes, some of whom have millions of followers on Instagram and TikTok. Chains like Chipotle, Sweetgreen, Slim Chickens, and Hooters have all signed college athletes to various brand deals.

How can brands ensure they partner with athletes their customers will want to engage with? Analyzing a chain’s audience by looking at the interests of residents in a given chain’s trade area can reveal which type of athlete will be the most attractive to each brand’s customer base. For example, data from Spatial.ai: Followgraph provides insight into the social media activity of consumers in a given trade area and can highlight desirable partnerships. 

Examining the trade areas of Chipotle, Sweetgreen, Slim Chickens, and Hooters, for instance, reveals that Sweetgreen’s visitors tended to have the largest share of Women’s Soccer followers. Conversely, Sweetgreen’s trade area had lower-than-average shares of College Football Fans or College Basketball Fans, while residents of the trade areas of the other three chains showed greater-than-average interest in these sports. Leveraging location intelligence can help companies choose brand deals that their customers resonate with and find the ideal athletes to represent the chain. 

College Gameday - Wins for Dining

Finding the right college athlete partnership is one way for dining brands to appeal to college sports enthusiasts. But dining chains and venues located near major college stadiums also benefit from the popularity of their local team by enjoying a major game day visit boost. 

One of the country’s most popular college football teams, the Ohio State Buckeyes, can draw millions of TV viewers, and its stadium has a capacity of 102,780 – one of the largest stadiums in the country. And while tailgating is a popular activity for Buckeyes fans, nearby restaurants are some of the biggest beneficiaries of the college football craze. Panera experienced a 235.3% increase on game days as compared to a typical day, Domino’s Pizza visits grew by 283.3%, and Tommy’s Pizza, a local pie shop, saw its visits jump by a whopping 600.9%. 

Game Day Visitor Spikes

This influx in diners also causes a major shift in game day visitor demographics, as revealed by changes in visitors at dining venues located near stadiums of two of the nation’s best college football teams – the Ohio State Buckeyes and Ole Miss Rebels. Based on Spatial.ai: Personalive data for the captured market of these dining venues, game day visitors tended to come from “Ultra Wealthy Families” when compared to visitors during a typical non-game day in September or October. 

The analysis indicates that popular sporting events create a unique opportunity for restaurants near college stadiums to attract high-income customers game day after game day, year after year. 

Subwars: Room for Everyone

While some spend game day tailgating or visiting a college restaurant, others hold a viewing party – with a six-foot submarine. And the sub’s popularity extends beyond Superbowl Sundays. Sandwich chains including Jersey Mike’s, Firehouse Subs, Jimmy John’s, and Subway (recently purchased by the same company that owns Jimmy John’s) have seen sustained YoY increases in visits and visits per venue in the first three quarters of 2023.

Some of the growth to these chains may be related to their affordability, a draw at all times but especially during a period marked by consumer uncertainty and rising food costs. And subway leaders seem to be seizing the moment and striking while the iron is hot – Jersey Mike’s opened 350 stores in 2023 and still saw its YoY visits per venue grow by 6.6%. And Subway reported ten consecutive quarters of positive sales, a promising sign for its new owner. 

Sandwich Chains Attract a Wide Consumer Base

The love for a healthy, affordable sandwich extends across all income levels, with all four chains seeing a range in their visitors' median household income (HHI). Out of the four chains analyzed, Jersey Mike’s – which has long prioritized a suburban, middle-income customer – had the highest trade area median household income of the four chains at $77.3K/year. Subway, known for its affordability, had the lowest, with $62.9K/year. The variance in median HHI combined with the strong foot traffic growth shows that when it comes to sandwiches, there’s something for everyone. 

So What’s The Dining Space Cooking Up?

Persistent inflation and declining consumer sentiment may pose serious challenges for the dining space, but emerging trends are helping boost some restaurants. Customers seeking out a late-night bite drive visits to QSR chains, and health-conscious diners are boosting foot traffic to smoothie bars and sandwich shops. Meanwhile, sports sponsorships and game-day restaurant visits can provide a boost to dining businesses that take advantage of these opportunities. 

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