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Ahead of Toyota’s August 1st earnings call, we dove into the data to explore Q2 2024 visitation patterns at Toyota dealerships nationwide. How did year-over-year (YoY) foot traffic to Toyota showrooms perform in Q2 2024 – and what happened in June 2024, when the CDK Global outage caused paralysis across the industry? Who are the customers driving growth for Toyota – and what lies in store for the brand in the months ahead?
We dove into the data to find out.
During the second quarter of 2024, Toyota subsidiary TMNA (Toyota Motor North America, Inc.) reported a remarkable 9.2% year-over-year (YoY) increase in U.S. Toyota vehicle sales, buoyed by rising demand for hybrid cars. (The company also owns the luxury Lexus line).
And foot traffic data shows that U.S. Toyota dealerships have indeed been significantly busier in Q2 2024 than in Q2 2023, outperforming the wider space. Apart from the regular portion of repair and maintenance visits, the auto brand’s YoY visit growth also reflects an increase in interested buyers. In April and May 2024, Toyota dealerships saw respective YoY visit boosts of 8.6% and 7.4%. And though the pace of YoY foot traffic growth to dealerships dropped in June 2024 – likely due in part to the CDK outage – the brand appears poised for continued visit success throughout the rest of the year.

Toyota’s outsize success is likely due, in part, to its broad appeal – amongst everyone from price-conscious families seeking to maximize reliability and fuel efficiency to more affluent consumers that place a high premium on style. Toyota’s Certified Used Vehicles offering also draws in customers looking for trustworthy, pre-owned cars.
Analyzing Toyota dealerships’ captured markets with psychographics from Spatial.ai’s PersonaLive shows that their trade areas are economically diverse. Toyota attracts customers from areas with higher-than-average shares of both middle and working-class families, as well as more affluent ones. And Young Urban Singles are also more likely than average to visit Toyota dealerships.

Still, in Q2 2024, Toyota dealerships attracted a slightly more affluent consumer than average. The median household income (HHI) of the dealerships’ captured markets was $77.0K, just above the nationwide baseline of $76.1K. And looking at changes in Toyota’s audience over time also shows that the median HHI of its customer base has increased steadily over the past few years – rebounding to, and even exceeding, pre-pandemic levels. In the face of high interest rates, consumers with less room in their budgets may be cutting back on visits to car dealerships. And Toyota’s hybrid first strategy may also be increasing its appeal among more affluent car owners, who are more likely to purchase hybrid vehicles.

Will Toyota continue to thrive in the months ahead? And how will its customer base continue to evolve as inflation stabilizes and interest rates eventually come down?
Follow Placer.ai’s data-driven retail analyses to find out.

All-day breakfast mainstays Denny’s and IHOP (owned by Dine Brands) are two of the most popular full-service restaurants (FSRs) in the United States. But though the chains occupy similar niches, there are some differences between them. We dove into the data to check in with the two breakfast leaders – and see how they stack up against one another on key visitation metrics.
Both Denny’s and IHOP are major players in the FSR space. With its somewhat larger footprint, IHOP captured 6.0% of visits to full-service restaurant chains in the U.S in H1 2024, while Denny’s captured 5.0%. And despite the headwinds that continued to weigh on the sector this year, both chains saw modest YoY foot traffic gains in May and June 2024.
(The relatively big YoY fluctuations that both chains experienced in March and April 2024 are likely due in part to calendar shifts: March 2024 had one more weekend than March 2023, while April 2024 had one fewer weekend than April 2023. The two chains’ YoY June performance was also likely buoyed by an extra weekend in June 2024.)

Who are IHOP’s and Denny’s typical customers? Given the two diners’ affordable offerings, it may come as no surprise that both restaurants draw visitors from captured markets with median household incomes below the nationwide baseline of $76.1K – $67.5K for Denny’s and $69.2K for IHOP.* Both chains also draw substantial shares of customers from Blue Collar Suburbs.
But each breakfast leader also draws a unique mix of visitors from a range of segments – with Denny’s attracting higher shares of middle-class urbanites and IHOP attracting higher shares of wealthy and upper-middle-class suburbanites.
Wealthy Suburban Families, for example, made up 9.5% of IHOP’s captured market and 8.1% of Denny’s in H1 2024 – while Young Urban Singles made up 10.5% of Denny’s captured market and 9.2% of IHOP’s. And while Denny’s visitors were more likely to hail from middle-class Near-Urban Diverse Families, IHOP visitors were more likely to be from upper-middle-class Upper Suburban Diverse Families.
The ability of both chains to attract a wide variety of audiences across economic strata is an important factor in their success and staying power.
*Based on STI: PopStats, combined with Placer.ai trade area data for January-June 2024.

Plenty of people eat at all-day breakfast chains on a regular basis: In June 2024, for example, 16.9% and 14.1% of visitors to Denny’s and IHOP, respectively, frequented the chains at least twice during the month. But for both restaurants, holidays and other special milestones – including Christmas, Mother’s Day, Father’s Day, and Veteran’s Day – drive major visit spikes.
Here too, however, the data reveals important differences between the two chains. Generally speaking, IHOP’s special-occasion visit boosts (compared to annual daily averages) are more substantial than those of Denny’s. And while for Denny’s, Christmas Day is the busiest day of the year, for IHOP, Mother’s Day reigns supreme. And Veteran’s Day – which both IHOP and Denny’s mark with free meals for current and former servicemen and women – is more important for IHOP than for Denny’s.

A look at the daily and hourly breakdown of visits to IHOP and Denny’s shows that the two chains also follow similar visitation patterns – but with a twist. For both restaurants, Sunday morning between 10:00 AM and 1:00 PM is the single most busiest daypart of the week – when many customers likely visit the chains to enjoy leisurely weekend brunches. Predictably, the 10:00 AM to 1:00 PM daypart is also bustling for both breakfast brands throughout the rest of the week.
But though IHOP and Denny’s both have many restaurants that are open 24/7, Denny’s sees a greater share of evening and late night visits than IHOP – perhaps reflecting the chain’s recent push to increase the number of locations open in the wee hours. Between January and June 2024, Friday and Saturday evenings between 10:00 PM and 1:00 AM drew 2.3% and 2.5%, respectively, of weekly visits to Denny’s – compared to just 1.6% and 1.7%, respectively, for IHOP.

IHOP and Denny’s are two of the most important FSR chains on the category landscape. And location analytics shows that there’s plenty of room at the top for both chains, which despite similar offerings serve audiences with somewhat different profiles and behaviors.
For more data-driven restaurant insights, follow Placer.ai.

Warby Parker continues to impress. The company got its start as an online eyewear retailer before opening its first brick-and-mortar location in 2013, and has since expanded rapidly to operate over 200 stores nationwide.
What is driving its success? We dove into the data to find out.
Warby Parker debuted its innovative retail model in 2010, disrupting an eyewear industry dominated by legacy brands. The company’s direct-to-consumer model and online try-on options proved highly popular, and as the brand moved offline, its physical stores flourished.
And more than decade after Warby Parker opened its first brick-and-mortar store, the chain’s offline locations continue to thrive. Between January and June 2024, YoY visits to Warby Parker increased significantly as the chain continued to expand – growing from 204 U.S. locations at the end of Q1 2023 to over 250 today. Over the same period, the average number of visits to each Warby Parker store also rose (except in January, when retail was hard hit by inclement weather) – showing that the brand’s growing footprint is meeting robust demand.

Zooming out on Warby Parker’s monthly visit trajectory – compared to a July 2019 baseline – reveals just how well-positioned the company is heading into the summer. Aside from a brief dip during the early days of the pandemic, the company’s visits have been on a remarkable upward trend, outpacing visits to eye care retailers by a wide margin.
The baseline trend analysis also shows that Warby Parker is particularly prone to seasonal visit fluctuations – with notable foot traffic boosts during the December holiday season. And like other eye care chains, Warby Parker also experiences smaller visit increases during the summer months, as back-to-school shopping gets underway. Given Warby Parker’s strong June 2024 performance, the chain appears poised to enjoy a strong July and August this year.

Warby Parker’s robust positioning heading into the summer may be driven, in part, by its special appeal to college students. Analyzing Warby Parker’s captured market with demographics and psychographics from STI’s PopStats and Landscape datasets shows that the eyewear brand draws customers from trade areas with significantly higher shares of this coveted demographic than the wider eyewear segment: Between January and June 2024 STI: Landscape’s Collegian segment made up 4.2% of Warby Parker’s captured market, compared to just 1.2% for the wider eyewear category. As back-to-college shopping picks up steam, college students may flock to the chain to upgrade their wardrobes with trendy eyeglasses.
And though Warby Parker’s captured market features a lower share of families with children than the category average, parents – who may also get their kids fitted for new glasses before the start of the school year – make up a significant portion of the brand’s visitor base.

Warby Parker has successfully transitioned from an online retailer to a brick-and-mortar powerhouse. Will the chain continue to meet with success as it expands even further?
Visit Placer.ai to keep up with the latest data-driven retail insights.

Gym visits flourished at the start of 2024, as consumers made their yearly New Years resolutions and flocked to fitness clubs nationwide. But how did category leaders fare in Q2 2024? We dove into the data to find out – zooming in on Planet Fitness, a major player in the fitness space.
Throughout H1 2024, Planet Fitness experienced consistent YoY visit growth, finishing out Q2 2024 with a quarterly increase of 6.3% compared to the equivalent period of 2023. And though some of this visit growth is due to Planet Fitness’ ongoing expansion, the average number of visits to each of the chain’s gyms also increased YoY during most of the analyzed period.

Indeed, only in March and May 2024 did the average number of visits to each Planet Fitness location decline YoY. And a look at the weekly breakdown of visits to Planet Fitness shows that these declines may be due, in part, to calendar shifts.
Location analytics reveal that though some people like to hit the gym on weekends, many customers prefer to get their exercise in on regular work days, especially at the start of the week: Throughout H1 2024, Planet Fitness drew the most visits on Mondays (17.4% of weekly visits), Tuesdays (17.7%), and Wednesdays (17.2%), with attendance dropping steadily as the week wore on. And both March and May 2024 – the two months that saw visits per location decline YoY – contained fewer non-holiday Mondays, Tuesdays, or Wednesdays than the equivalent periods of 2023.

Planet Fitness’ continued visit success appears to be driven, in part, by its growing share of frequent visitors. Gym visitation is highly seasonal – with visits slumping during the holidays and then spiking in January, as people vow to double down on exercise routines.
A look at changes in the share of Planet Fitness visitors hitting the gym at least four times per month (roughly, once a week) reveals a similar pattern. The share of frequent visitors is at its highest in January, remains elevated through April or May, and declines as the year draws to a close. (January 2022 deviated from this pattern, likely due to the Omicron resurgence.)
Despite these seasonal fluctuations, the share of visitors making weekly stops at Planet Fitness has been on an overall upward trajectory – going higher each year between 2021 and 2023. And though this rise leveled off in 2024 amidst a stabilizing fitness market, frequent visitor rates remained high in 2024, with some months seeing continued YoY increases. This elevated loyalty is good news for Planet Fitness – since more engaged customers are more likely to renew or even upgrade their memberships.

With value still top of mind for many consumers, Planet Fitness’ famously low prices have positioned the chain for success. Will this positive momentum continue as consumers adjust to the chain’s first basic membership price increase in 26 years?
Follow Placer.ai’s data-driven analyses to find out.
*This report excludes locations within Washington state due to local legislation.

Now that we’ve cleared the halfway point for 2024 with retailers preparing for back-to-school shopping (and Q2 2024 reporting season), we thought we’d take stock of where we stand from a retail category perspective. Last year, we looked at visit per location data by retail category at the halfway point for the year, which proved to be a useful indicator for what to expect for the rest of the year. We thought we’d revisit the analysis to give some perspective of what to expect in the months to come.
Needless to say, it’s been another volatile year for most retailers, with a tepid start to the year due to weather, followed by solid event/holiday spending in February/March, and a lackluster April (though partly the result of the Easter holiday calendar shift). May, June, and July visitation data offered some encouraging signs, with year-over-year visits increasing to a mid-single-digit level (according to Placer's Industry Trends report). Importantly, increased visits won’t necessarily translate into the same level of sales increases, as visits are continuously being driven by deals/lower price points for many categories.

Based on the positive trendline for retail in general, it shouldn’t be a surprise that the majority of the 25 retail categories we’ve presented show positive growth from a visit per location year-over-year perspective (below).

A few notable takeaways from the visit per location analysis:
Last year, our midpoint visit per location trends gave us some ideas as to how the second half of the year might shake out. Based on our first half 2024 visitation data, we expect (1) consumers to continue prioritize value in the second half of the year, especially those chains that have been able to create excitement/newness for their value assortment; (2) consumers will continue to prioritize holidays/events, which bodes well for back-to-school, Halloween, Thanksgiving, and Christmas; (3) we will continue to see better balance between experiences and goods this year (as we've discussed in the past).

Retailer summer deals are in full swing, with promotional events like Amazon Prime Day and Nordstrom Anniversary Sale, Target Circle Week, and Macy’s All Star Week taking place over the past two weeks. The summer has come to signify the first large scale, cross-industry retailer push to engage with consumers and also test new promotional strategies with shoppers.
Target’s reinvigoration of its loyalty program, Target Circle, launched in April as a streamlined program with more perceived value for members and created a new paid tier called Target Circle 360. Target Circle Week, which took place between July 7-13, focused more on loyalty program members than previous iterations of the event to drive visits by loyal shoppers. The retailer promoted items across discretionary and essential categories, an effort meant to offset the challenges in the discretionary side of the business this year. Mass merchants have been especially challenged compared to warehouse clubs in the superstore category, and Circle Week, especially as the first event of the retailer's summer deals, is a barometer of what’s to come.
According to our foot traffic measurements, Target Circle Week was successful in driving incremental traffic growth, resulting in the highest percentage of growth in visits so far in 2024 on a year-over-five-year basis.

Circle Week also saw a slightly higher dwell time, with visitors spending an average of 29 minutes in store, about a minute higher than 2024 year to date. The week performed well in visits exceeding 45 minutes compared to the year-to-date percentage of visits, which could signal that shoppers coming in for deals spend longer browsing and purchasing. There was also a higher percentage of weekday visits during Circle Week compared to 2024 overall, a promising sign for the week-long event.
Looking specifically at individual store locations that over performed during Circle Week, one that stood out is Target’s original large format store location in Katy, TX. This location opened in fall 2022 to much fanfare; it features a larger curbside pick-up area, multiple shop-in-shop concepts, and a larger grocery footprint. Traffic to the Katy location also increased the most in the week of July 8-14, but it far exceeded the total traffic growth to Target, with visits up almost 55% compared to the same week in 2023, when Target’s event ran last year. Circle Week also kept visitors in store longer at the Katy location, with dwell times increasing by 2 minutes on average compared to 2024 year-to-date.

With the success of this event in bringing in visitors, it will be interesting to see how Target tries to maintain the momentum through the back half of the year. With the announcement of price cuts and a renewed focus on providing as much value as possible to consumers, the enhanced Target Circle program appears to be bolstering those initiatives. As we get further away from the other retailer deal day events as well, we will be able to fully examine the effectiveness of this year’s summer promotional period and also provide more observations as we approach the holiday 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%.
Fitness had a particularly strong 2023, buoyed by consumers’ sustained interest in self-care and wellness. Since the pandemic, gym memberships have graduated from a discretionary expense to something of a necessity – an important investment in health and wellbeing. The category has also likely continued to benefit from the post-COVID craving for experiences.
And quarterly data shows that the Fitness segment is positively flourishing. Throughout most of Q4 2023, Fitness venues experienced YoY weekly visit growth ranging from 8.8% to 12.2%. (The unusual visit spike and dip during the last two weeks of the quarter are due to calendar discrepancies: The week of December 18th, 2023 is being compared to the week of December 19th, 2022, which included Christmas Day – while the week of December 25th, 2023 is being compared to the week of December 26th, 2022, which did not).
Drilling down into the data for several leading fitness chains shows that there’s plenty of success to go around. Crunch Fitness – ranked by Entrepreneur as 2024’s top fitness franchise – led the pack with a remarkable 28.2% YoY annual increase in visits, partly fueled by the steady expansion of its fleet. And while other value gyms like Planet Fitness also saw robust visit growth, the boost wasn’t limited to budget options. Given the Fitness sector’s already-impressive 2022 performance, the category’s strong YoY showing is especially noteworthy.
Beauty & Self Care was another category to benefit from 2023’s obsession with wellness – as well as the “lipstick effect”, which sees consumers treating themselves to fun, affordable luxuries when money’s tight. Driven in part by the evolving preferences of Gen Z consumers, cosmetics leaders have embraced wellness-focused approaches to cosmetics that prioritize self-care and self-expression. This strategy continues to prove successful: Throughout Q4 2023, Beauty & Self Care chains saw steady YoY weekly visit growth, especially in November and early December – perhaps highlighting Beauty’s growing role in the holiday shopping frenzy.
One brand leading the cosmetics pack in 2023 was Ulta Beauty – which drew growing crowds with its diverse product selection. Everybody loves makeup, and Ulta makes sure to have something for everyone – from discount fare to more upscale products. Buff City Soap, which now pairs its signature offerings with experiential vibes at some 270 locations across 33 states, also experienced YoY annual visit growth of 14.7%. And Bath & Body Works, which made the Wall Street Journal’s list of best-managed companies for 2023, also saw visit strength, with an overall increase in annual foot traffic, even as Q4 visits saw a slight decline.
If wellness was a key retail buzzword in 2023, value was an equally discussed topic. And Discount & Dollar Stores – ideal destinations for cash-strapped consumers seeking bargain merchandise – made the most of this opportunity. Shoppers frequented these chains year-round for everything from groceries to home goods, propelling the category firmly into the mainstream.
And in Q4 2023, shoppers flocked to discount chains in droves to snag food items, stocking stuffers, and other holiday fare – fueling near-uniform positive YoY foot traffic growth throughout the quarter. The week of October 30th seems to have kicked off the Discount & Dollar holiday shopping season, perhaps showcasing the segment’s growing role as a Halloween candy and costume hotspot.
Every discount chain is somewhat different – and the success of the various Discount & Dollar chains can be attributed to a range of factors. Dollar Tree and Dollar General likely benefited from the broadening and diversification of their grocery selections – while Ollie’s (“Get Good Stuff Cheap!”) solidified its position as a place to find relatively upscale items at a bargain. All three chains – and particularly Dollar General and Ollie’s – also grew their footprints over the past year. Family Dollar (also owned by Dollar Tree) also came out ahead on an annual basis – despite the comparison to a strong 2022.
Of all the Discount & Dollar chains, Five Below saw the biggest surge in foot traffic, partly as a result of its increasing store count. But the retailer’s offerings – affordable toys, party supplies, and other fun splurges – also appear to have been tailor-made for 2023’s retail vibe.
During the fourth quarter of the year, Superstores saw a slight YoY increase in visits – including during the all-important week of Black Friday, beginning on November 20th. (This week was compared with the week of November 21st, 2022, which also included Black Friday). Like Discount & Dollar chains, Superstores saw an appreciable YoY visit uptick during the week of Halloween.
On an annual basis, Superstore mainstays Walmart and Target experienced visit increases of 2.8% and 4.7%, respectively. But while all the major category players enjoyed a successful year, membership warehouse chains’ YoY visit numbers were especially strong. As perfect venues for mission-driven shopping expeditions, Costco, Sam’s Club, and BJ’s likely drew shoppers eager to load up on both inexpensive gifts and essentials.
The traditional Grocery sector also held its own during Q4 2023. Notably, grocery stores saw positive visit growth for most weeks of November and December, a period encompassing the critical Turkey Wednesday milestone – no small feat given the disruptions experienced by the category.
Unsurprisingly, it was discount grocery chains that saw some of the greatest YoY visit growth, as shoppers – including higher-income segments – sought to counter inflation with lower-priced food-at-home alternatives. Whether through opportunistic buying models, private label merchandising, or no-frills customer experiences, value supermarkets proved once again that even quality specialty items don’t have to carry high price tags.
Eating out can be expensive – and when money’s tight, restaurants and other discretionary categories are often first to feel the crunch. But the Dining category seems to have emerged from 2023 relatively unscathed, with overall yearly visits up 2.1% compared to 2022 despite the modest YoY weekly visit gaps in Q4 2023. And given the myriad challenges out-of-home eateries had to contend with in 2023 – from inflation to labor shortages – even the minor weekly gaps are quite an attainment. (As noted, the last two weeks of the quarter reflect calendar discrepancies).
Foot traffic data shows that dining success could be found across sub-categories. Wingstop, Shake Shack, and Jersey Mike’s Subs rocked Fast Casual and QSR, with annual YoY visit growth ranging from 11.8% to 20.3%, partly fueled by the chains’ growing footprints. Full-Service Restaurants also had their bright spots, including all-you-can-eat buffet star Golden Corral and two steak venues: Texas Roadhouse and LongHorn Steakhouse.
And in the Coffee, Breakfast, and Bakeries space, Playa Bowls led the charge. The superfruit bowl chain’s affordable, wellness-oriented treats seem to have been created with 2023 in mind – and during the year Playa Bowls expanded its fleet while also seeing double-digit increases in comparable store sales. Steadily expanding Biggby Coffee and Dutch Bros. Coffee also saw significant YoY foot traffic growth.

New year, new retail opportunities. And though 2023 is firmly in the rearview mirror, the economic headwinds that characterized much of the year have yet to fully dissipate. But every challenge also brings with it new opportunities, and many retailers are adapting to meet their customers' changing wants and needs.
This white paper analyzes location intelligence for 10 brands poised to succeed in 2024. Some, like low-cost apparel and home furnishing stores, are benefitting from consumer trade-down. Others are expanding into rural or suburban areas to meet customers where they are. Read on for some of 2024’s retail winners.
Until around four years ago, New Balance sneakers were commonly seen on the feet of suburban dads – not exactly a recipe for high fashion. But all that began to change in 2019 when the company began collaborating with Teddy Santis, who eventually became New Balance’s creative director. Since then, the brand’s popularity has surged among Gen Z and X and is now one of the fastest-growing sneaker companies in the industry, despite the increasing competition in sneaker space. In 2023, foot traffic to New Balance stores grew 3.3% year-over-year (YoY) and the brand has firmly established itself as ultimate retro cool.
Diving into the demographics of New Balance stores’ captured market trade area reveals the success of the chain’s rebranding. In 2023, New Balance’s trade area included larger shares of “Ultra Wealthy Families,” “Young Professionals,” and “Educated Urbanites” than the average shoe store’s trade area – highlighting New Balance’s successful reinvention as a brand for the young and hip.
The home improvement space is dominated by Lowe’s and Home Depot – but Harbor Freight Tools is quickly making a name for itself as a go-to destination for affordable tools and supplies.
Over the past few years, Harbor Freight Tools has expanded rapidly, with many of its new stores opening in smaller towns and cities. And the expansion appears to be paying off, with visits up YoY during every month of 2023. And although the chain is now operating with a significantly larger store fleet, the average number of visits per venue has generally increased – indicating that the company is expanding into markets where it is meeting a ready demand.
Over a decade after Mackelmore dropped his smash hit “Thrift Shop” in 2012, second-hand stores are still enjoying their time in the limelight. Shoppers, driven by a desire to reduce waste, find unique styles, and to save a few dollars at the till, continue to flock to thrift stores. And Winmark Corporation, which operates five secondhand goods chains – including apparel brands Plato’s Closet (young adult clothes), Once Upon a Child (children's clothes and toys), and Style Encore (women's clothing) – has benefited from the strong demand. Visits to the three Winmark clothing banners increased an average of 5.3% YoY in 2023.
The median household income (HHI) in the trade areas of Winmark’s apparel chains tends to be lower than the median HHI in the wider apparel category – so budget-conscious consumers are driving at least some of the company’s growth. With more consumers looking for ways to cut back on spending in 2024, the demand for second-hand clothes is expected to grow even further – and Winmark is likely to continue reaping the benefits.
HomeGoods, a treasure hunter's dream, is the discount home furnishing retailer owned by off-price retail giant TJX Companies. The chain, which operates over 900 brick-and-mortar stores, recently closed its e-commerce platform to focus on its physical locations – where foot traffic grew 6.0% between 2023 and 2022.
HomeGoods carries kitchen and home decor items along with furniture, and may be benefiting from the relative strength of the houseware segment, driven in part by an increase in at-home entertainment. And in a surprising twist, this low-cost retailer attracts more affluent visitors than visitors to the home furnishing segment overall. The median household income (HHI) in HomeGoods’ trade area stood at $84.7K/year compared to a $78.5K median HHI in the trade area of the average home furnishing chain. As economic uncertainty and the resumption of student loan payments impact consumers, wealthier shoppers seeking a budget-friendly home refresh are likely to continue choosing HomeGoods over pricier alternatives.
Florida-based Bealls, Inc., which got its start as a small town five-and-dime in 1915 in Bradenton, Florida, now operates over 600 stores across the country. The company, which saw an impressive 9.0% YoY increase in visits in 2023, recently consolidated its two largest banners – Burkes Outlet and Bealls Outlet – under the Bealls name.
One reason for Bealls’ success could be its appeal to rural consumers. Over the past five years, the share of households falling into Spatial.ai: PersonaLive’s “Rural Average Income” segment has steadily increased, growing from 12.6% in 2019 to 15.1% in 2023. With rural shoppers continuing to command ever-more attention from retailers, the increase in visits from this segment bodes well for Bealls in 2024.
Ollie’s Bargain Outlet was built for this economy. The chain saw a 13.0% YoY increase in visits in 2023, thanks in part to its popularity among a wide array of budget-conscious consumers. Ollie’s has found success with rural shoppers while maintaining its appeal among value-oriented suburban segments – and the chain’s diverse audience base seems to be setting it apart from other discount retailers.
A closer look at the chain’s captured market data, layered with the Spatial.ai: Personalive dataset, reveals that Ollie’s trade area includes larger shares of the “Blue Collar Suburbs” and “Suburban Boomer” segments when compared to the wider Discount & Dollar Stores category. As the chain plots its expansion, focusing on suburban and rural areas may help Ollie’s meet its customers where they are.
Trader Joe’s has managed to do what few stores can. The company does not invest in marketing, has no online shopping options, and loyalty programs? Forget about it. But despite this unusual approach to running a business, the California native has enjoyed consistent success over the years, with a 12.4% YoY increase in visits in 2023.
Trader Joe’s is particularly popular among younger shoppers, perhaps thanks to the company’s focus on sustainability and social responsibility – as well as its famously low prices. Analyzing the chain’s trade area using the AGS: Panorama dataset reveals that Trader Joe’s attracts more “Emerging Leaders” and “Young Coastal Technocrats” (segments that describe highly educated young professionals) than the average grocery chain. With Gen Z particularly concerned about putting their money where their mouth is, Trader Joe’s is likely to sustain its momentum in 2024 and beyond.
Convenience stores are growing up and evolving into bona-fide dining destinations. And Foxtrot, a Chicago-based chain with 29 stores across Texas, Illinois, Washington, Maryland, and Virginia, is one c-store redefining what a convenience store can be. The chain, which announced a merger with Dom’s Kitchen in November 2023, 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.
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.
Jersey Mike’s is one of the fastest-growing franchise dining chains in the country, operating over 2,500 locations in all 50 states. The sandwich chain has seen its popularity take off over the past few years, with 2023 visits up 14.1% YoY and plans to open 350 new stores in 2024.
The company has long prioritized affluent class suburban customers – and visitation data layered with the Experian: Mosaic dataset reveals that Jersey Mike’s has indeed succeeded in attracting this audience. The percentage of “Booming with Confidence” and “Flourishing Families” (both affluent segments) in Jersey Mike’s trade area was larger than in the trade areas of the average sub sandwich chain. As Jersey Mike’s continues its expansion, focusing on suburban areas may continue to serve the chain well.
The East Coast may not be the first region that pops to mind when thinking about tropical smoothies – but New Jersey-based Playa Bowls is making it work. The company was founded by avid surf enthusiasts determined to bring the flavors of their favorite surfing towns stateside.
Playa Bowls has enjoyed strong visit numbers in 2023, with overall visits up 23.0% and average visits per venue up 17.1% YoY – and part of the chain’s success may be driven by its ability to draw wealthier customers to its stores. The Experian: Mosaic dataset reveals that the “Power Elite” segment is overrepresented in the company’s trade areas: The share of households falling into that segment from Playa Bowl’s captured market exceeded their share in the company’s potential market. As the chain continues expanding its domestic footprint, it seems to have found its niche among a wealthy customer base.
The past year saw a wide range of challenges facing brick-and-mortar retailers as economic fears continued to shake consumer confidence. But there are plenty of bright spots as the new year gets underway. These ten brands prove that the retail world never stands still, and that the next opportunity is just around the corner.

Sports leagues like the NBA, NFL, and MLB boast billion-dollar revenues – and the venues where these games unfold hold significant commercial potential in their own rights. Many stadiums host concerts and other shows in addition to regularly held sporting matches and can accommodate tens of thousands of spectators at once – creating massive retail, dining, and advertisement opportunities.
This white paper analyzes location intelligence metrics for some of the biggest stadiums across the country to reveal the commercial potential of these venues beyond simple ticketing revenue. Where do visitors of various stadiums like to shop? Do specific sporting and cultural events impact the nearby restaurant scene differently? How can stadium operators, local businesses, and advertisers tailor their offerings to a stadium’s particular audience and make the most of the stadium and the space throughout the year?
We take a closer look below.
The three major sports leagues – the National Basketball League (NBA), Major League Baseball (MLB), and the National Football League (NFL) – play at different points of the year, and the number of games each league holds during the season also varies.
MLB leads in game frequency, with each team playing 162 games during the regular season, which runs approximately from April through September. Basketball season is also around six months – roughly from mid-October to mid-April – but each NBA team plays only 82 games a season. And the NFL has both the shortest season – 18 weeks running from early September to early January (with the pre-season starting in August) – and the fewest number of matches per team. Understanding the monthly visitation patterns for the various types of stadiums can help advertisers, stadium operators, and other stakeholders ensure that they are leveraging the full potential of the venue throughout the year.
Unsurprisingly, the sports arenas serving the different leagues see visit spikes during their leagues’ respective season. But comparing visit numbers throughout the year to the average monthly visit numbers for each category in 2023 reveals that the relative visit increases and decreases during the on- and off-season vary for each type of stadium.
MLB stadiums display the steadiest visit strength during the on-season – perhaps due to MLB’s packed game schedule. MLB tickets also tend to be relatively affordable compared to tickets to pro football or basketball matches, which may also contribute to MLB’s consistently strong visit numbers throughout the season. During the MLB off-season, baseball fields – which tend to be uncovered – are relatively empty.
The seasonal visit spike to NBA arenas is less steady. The beginning and end of the season see strong peaks, and visits slow down slightly during the mid-season months of January and February. Visits then drop during the off-season spring and summer, but the off-season visit dip is not as low as it is for MLB fields – perhaps because the NBA arenas’ indoor nature make them suitable locations for concerts and other non-basketball events.
Meanwhile, NFL stadiums see the least dramatic drop in visits during the NFL off-season, as these venues’ enormous size also make them the ideal location for concerts and other cultural events that draw large crowds. These arenas’ strong almost year-round visitation numbers mean that sponsors and advertisers looking to expand beyond sports fans to reach a diverse audience may have the most success with these venues.
Although MLB offers the most budget-friendly outing, combining STI: Popstats demographic metrics with trade area data reveals that MLB stadium visitors reside in higher-income areas when compared with visitors to NBA or NFL stadiums.
Baseball fans tend to be older than fans of the other sports, which could partially explain MLB stadium visitors’ higher household income (HHI). The combination of lower ticket prices, higher median HHI among fans, and many games per season offers baseball stadiums significant opportunities to engage effectively with their fan bases.
But while NBA and NFL stadium attendees may not come from as high-income areas as do MLB stadium visitors, fans of live basketball and football still reside in trade areas with a higher HHI compared to the nationwide median. So by leveraging stadium space, advertisers and other stakeholders can reach tens of thousands of relatively high-income consumers easily and effectively.
Sports fans are known to be passionate, engaged, and willing to spend money on their team – but stadium visitors also shop for non-sports related goods and services. Retailers and advertisers can draw on location analytics to uncover the consumer preferences of stadium visitors and tailor campaigns, sponsorships, and collaborations accordingly.
Visitation data to the top five most visited MLB stadiums during 2023 showed differences between the apparel and sporting goods shopping preferences of the various stadiums’ attendees. While 39.4% of visitors to Truist Park also visited DICK’s in 2023, only 30.8% of Yankee Stadium visitors stopped by the sporting goods retailer in the same period. Similarly, while 29.9% of visitors to Yankee Stadium frequented Kohl’s, that percentage jumped to 47.3% for Busch Stadium visitors.
Harnessing location intelligence to see the consumer preferences of a stadium’s visitor base can help retailers, stadium operators, and even team managers choose partnerships and merchandising agreements that will yield the most effective results.
Sports and snacks go hand in hand – what would a baseball game be without a hot dog or peanuts? But while every stadium likely provides a similar core of traditional game day eats, each venue also offers a unique set of dining options, both on- and off-premise. And by leveraging location analytics to gain visibility into stadium-goers dining habits, stadium operators and local food businesses can understand how to best serve each arena’s audience.
Mapping where stadium visitors dine before and after games can help stakeholders in the stadium industry reach more fans.
The chart below shows the share of visitors coming to a stadium from a dining venue (on the x-axis) or going to a dining venue after visiting the stadium (on the y-axis). The data reveals a correlation between pre-stadium dining and post-stadium dining – stadiums where many guests visit dining venues before the stadium also tend to have a large share of guests going to dining venues after the event. For example, the AT&T Stadium in Arlington, Texas, saw large shares of visitors grabbing a bite to eat on their journey to or from the stadium, while the M&T Bank Stadium in Baltimore, Maryland saw low rates of pre- and post stadium dining engagement.
These trends present opportunities for both local businesses and stadium stakeholders. For example, venues with high dining engagement can explore partnerships with local restaurants, while those with lower rates can build out their in-house dining options for hungry sports fans.
Stadiums looking to enhance their food offerings – or local entrepreneurs thinking of opening a restaurant near a stadium – can also get inspired by stadium visitors’ dining preferences. For example, psychographic data taken from the Spatial.ai: FollowGraph dataset reveals that visitors to MetLife Stadium in East Rutherford, New Jersey have a much stronger preference for Asian cuisine compared to New Jersey residents overall. With that knowledge, the stadium can enhance the visitor experience by expanding its Asian food offerings.
On the other hand, MetLife Stadium goers seem much less partial to Brewery fare than average New Jerseyans, so the stadium operators and restaurateurs may want to avoid offering too many Brewery-themed dining options. Stadium stakeholders can reserve the craft beers for Caesars Stadium, M&T Bank Stadium, and Soldier Field Stadiums, where visitors seem to enjoy artisanal brews more than the average resident in Louisiana, Maryland, and Illinois, respectively.
All of the stadiums analyzed exhibited unique visitor dining tastes, a reminder that no customer or fan base is alike. Aligning on- or off-site dining options with offerings that align with a given customer base’s preferences can improve overall visitor satisfaction and boost revenues.
Zooming in to look at consumer behavior around individual events reveals further variability in dining preferences even among visitors to the same stadium, with different types of events driving distinct dining behaviors.
State Farm Stadium in Glendale, Arizona, is home to the Arizona Cardinals. The stadium hosted the 2023 Super Bowl, but the NFL stadium also acts as a concert venue for acts ranging from Taylor Swift to Metallica. And location intelligence reveals that the dining preferences of stadium visitors vary based on the events held at the venue.
During the Super Bowl, sports bars such as Yard House and Buffalo Wild Wings saw the largest increase in visits compared to the chains’ daily average. A month later, attendees at Taylor Swift's concert gave fried-chicken leader Raising Cane’s a significant boost.
Local restaurants can leverage location analytics to see what types of events are popular with their visitor base and craft collaborations and advertising campaigns that resonate effectively with their patrons.
Sports stadiums and arenas are not just spaces for sports and music enthusiasts to gather; they also offer significant commercial opportunities for the surrounding communities. Stadium operators and local businesses can fine-tune their offerings by utilizing location analytics to better connect with their visitor bases and uncover new retail opportunities.
