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Drilling Down Into Home Improvement
When we last checked in with the home improvement category, high interest rates and a cooling housing market had impacted visits to retailers The Home Depot, Lowe’s, and Tractor Supply. As 2024 gets underway, what might lie ahead for these chains? We take a look at the data to find out. 
Bracha Arnold
Feb 13, 2024

When we last checked in with the home improvement category, high interest rates and a cooling housing market had impacted visits to retailers The Home Depot, Lowe’s, and Tractor Supply. As 2024 gets underway, what might lie ahead for these chains? We take a look at the data to find out. 

Hammering Out The Visits

Home Depot and Lowe’s, two of the largest home improvement retailers in the country, command a significant share of the industry. The two chains experienced ups and downs over the past few years, from a pandemic-era spike in visits to a more recent slowdown as rising prices and slowing home sales led many would-be shoppers to rethink a renovation.

The turbulence in the Home Improvement space continued in 2023. In the first half of the year, foot traffic to The Home Depot and Lowe’s showed modest increases on a year-over-year (YoY) basis – but that momentum slowed into the years’ second half as home sales dropped to a six-month low

Visit performance to these retailers may well improve in 2024. Should home sales pick up  as mortgage rates continue on their expected downward trajectory, home improvement chains would likely see an increase in visits as new homeowners grab equipment for renovations.  

line graph: foot traffic to The Home Depot and Lowe's remained close to 2022 levels in H1 2023, slowed in H2

Nailed It: Median HHI Variances

Analyzing median household income (HHI) of visitors to The Home Depot and Lowe’s, segmented by potential and captured markets, may provide insights into The Home Depot's stronger year-over-year foot traffic performance. (A chain's potential market looks at the Census Block Groups (CBGs) where visitors to a chain originate, weighted according to the CBG’s population. In contrast, captured market visit data reflects figures weighted by the actual number of visits from each CBG.) 

The trade area median HHI tends to be higher for Home Depot than for Lowe’s in the chains’ potential markets – and the differences grow even more pronounced when analyzing the captured market. The Home Depot’s potential market median HHI stood at $71.5K/year – just slightly higher than Lowe’s $69.6K/year. But The Home Depot’s captured market median HHI was $74.3K/year in 2023 – around 4% higher than the chain’s potential market median HHI. Meanwhile, Lowe’s captured market median HHI of $69.0K/year was around 1% lower than its potential market median HHI.

The income disparity between the visitor bases of the two chains may provide context for The Home Depot’s foot traffic strength compared to Lowe’s – The Home Depot’s wealthier customers may be more insulated from the effects of inflation. And as inflation eases and demand for home renovations creeps up, Lowe’s may yet see visits tick up as its customers return to the chain. 

bar graph: median HHI for home improvement chains shows variance among brands.

Ranching Out: Visits To Tractor Supply

Tractor Supply Co. – another major home improvement chain – also offers a variety of products geared toward farm and ranch living, including animal feed and farm equipment. The company was a surprising pandemic winner, seeing its sales and foot traffic grow significantly as people moved to the countryside.

The chain's popularity has remained strong even as the pandemic-induced migration trends subside and the influx of city-dwellers to rural areas slows down. Visits to Tractor Supply remained consistently high throughout 2023, with only two months experiencing YoY foot traffic lags. Tractor Supply visits also outpaced visits to the home improvement category as a whole, indicating sustained demand for farm products. 

line chart: tractor supply outpaces wider home improvement category

Rural Renovations Rule

A deeper exploration of the three home improvement chains’ psychographic compositions indicates that Tractor Supply’s popularity with rural segments (as defined by the Spatial.ai: PersonaLive dataset) may be fueling some of its sustained visit success. 

All three chains saw a higher share of rural visitors in their captured market compared to their potential market – indicating that rural consumers are particularly interested in home improvement tools and products. And of the three chains, Tractor Supply served the largest share of rural visitors by far. The share of rural audience segments in Tractor Supply’s potential markets significantly exceeded the share of these segments in the trade areas of Lowe’s and The Home Depot’s, and the relative share of rural segments in Tractor Supply’s captured market was even more impressive. 

Lowe’s, which has bolstered its rural presence over the past year, had the second-highest percentage of rural segments in both its potential and captured markets – although its share of rural visitors was still considerably lower than Tractor Supply’s. 

Meanwhile, The Home Depot saw the smallest share of rural visitors across all rural segments analyzed. The company’s captured market had just slightly more Rural High Income and Rural Low Income visitors relative to its potential market, and there was no difference between its captured and potential market shares of Rural Average Income consumers.

The impressive over-representation of rural customers to Lowe’s and Tractor Supply suggest that the rural potential for home improvement chains is significant – and chains that tap into the segment may see further foot traffic to their stores. 

bar charts: tractor supply has cornered rural home improvement markets

Renovations, Renewed

The home improvement space has seen plenty of variance over the past few years, from the pandemic-fueled DIY highs of 2020 and 2021 to the overall slowdown brought on by inflation in 2023. Will visits begin to pick up again into 2024? 

Visit placer.ai/blog for the latest data-driven retail insights.

Article
Walmart, Target, Costco & Superstore Space 2023 Recap
How did Target, Walmart, Costco, Sam’s Club, and BJ’s Wholesale Club perform offline last year? Who visited the chains in 2023? And what does 2024 have in store for the space? We dove into the foot traffic and trade area composition data to find out. 
Shira Petrack
Feb 12, 2024
4 minutes

How did Target, Walmart, Costco, Sam’s Club, and BJ’s Wholesale Club perform offline last year? Who visited the chains in 2023? And what does 2024 have in store for the space? We dove into the foot traffic and trade area composition data to find out. 

Strong Year for the Superstore Space 

The superstore and wholesale space performed well across the board in 2023, with leading retailers seeing consistent year-over-year (YoY) quarterly visit growth throughout the year. Costco led the pack in terms of overall YoY visit performance, followed by Sam’s Club and BJ’s Wholesale Club. The wholesale clubs’ strength may be due in part to the chains’ attractive gas prices, which were likely particularly tempting to 2023 consumers looking to stretch their budget. 

Visits to Target also remained above the chain’s 2022 baseline during all four quarters, and Walmart – which closed several stores last year – mostly beat its 2022 visit performance, with the exception of Q4 where traffic remained essentially on par with last year’s levels. 

bar graph: superstores and wholesale club visits in 2023 were mostly up compared to 2022mo

January 2024 Visits Mostly On Par with 2023 Performance 

Visits to four out of five of the analyzed superstores and wholesale clubs dipped slightly in January 2024 relative to January 2023, perhaps due to comparisons to a strong Q1 2023 performance or to post-holidays consumer cutbacks. But despite the challenging circumstances, the YoY drops remained minimal – so the softer start to the year is not necessarily an indication of things to come. 

And in contrast to the subdued visit performance in the rest of the category, Costco foot traffic exceeded its January 2023 visit baseline – revealing the potential for the superstore space to grow in a positive direction in 2024.

 

bar chart: january 202 visits to superstores and wholesale clubs remained close to 2023 levels in January 2024

Monthly Visit Trends Vary Among Chains

Analyzing monthly visits to leading superstore and wholesale clubs in 2023 compared to each chain’s monthly visit average reveals different consumer patterns for each brand. 

While all chains saw their monthly visits peak in December, Target experienced the most significant holiday peak, with a 33.9% increase in monthly visits compared to its 2023 monthly average – more than double the increases of the other four chains analyzed. Target also saw the strongest August visit growth relative to its 2023 monthly average as parents and students likely flocked to the chain in search of Back-to-School apparel and supplies. 

In June and July, Walmart’s relative visit growth exceeded that of the other four chains – possible thanks to consumers stocking up on summer supplies. And the wholesale clubs saw larger relative increases in November, as those chains’ bulk grocery offerings may have helped consumers shop for a crowd ahead of Thanksgiving dinner.

line graph: different monthly visit patterns for each superstore and wholesale club

Who Shops at Superstores & Wholesale Clubs? 

The trade areas of all five chains analyzed included a higher share of Households with Children when compared to the nationwide average. But the two superstore brands – Walmart and Target – also had larger percentages of 1-Person and Non-Family (roommate) Households when compared to the nationwide average, while the three wholesale clubs had smaller shares. 

So while average wholesale clubs and their large selection of bulk packaged items cater primarily to families, superstores seem to attract a wider range of shoppers, including consumers shopping for one and living alone or with roommates. 

bar graph: superstores serve more singles, costco's visitor base includes largest shares of families with children, based on sti:PopStats dataset combined with placer.ai trade area data

Differences Between the Chains 

Diving into the psychographic composition of the trade areas highlights additional differences between the various chains’ audiences. 

The trade areas of Walmart and of its subsidiary Sam’s Club had the highest share of  Spatial.ai: PersonaLive’s small town and rural audience segments, including “Small Town Low Income,” “Rural Low Income,” “Rural Average Income,” and “Rural High Income.” 

Suburban segments were more distributed. Walmart and Sam’s Club served a higher share of “Blue Collar Suburbs” while Target and Costco drew more “Wealthy Suburban Families” – and BJ’s Wholesale Club received the largest percentage of “Upper Suburban Diverse Families.” 

BJ’s trade area also included the largest shares of almost all the urban segments with the exception of “Educated Urbanites” – defined by Spatial.ai as “well educated young singles living in dense urban areas working relatively high paying jobs” – for which Target came out on top.

 

bar graph: each superstore and wholesale club serves a specific audience

Looking Ahead to 2024

The leading superstore and wholesale clubs performed well in 2023 as consumers relied on their bulk-packaging and value-pricing to stretch their increasingly strained budgets. 

What does 2024 have in store? Visit the placer.ai blog to find out. 

Article
Year of the Dragon, Luckiest Animal in the Zodiac: Will that Luck Hold for Asian-Themed CRE?
Caroline Wu
Feb 10, 2024

It only comes around once every 12 years, and for those born in the Year of the Dragon, they are considered to be the luckiest of the Zodiac signs.  This year’s element is wood, and thus a Wood Dragon year can portend good fortune, action, and expansion.  Let’s take a look at some Asian concepts, brands, and shopping centers and see if our Placer trends indicate whether they might be in for a lucky, powerful year.

More Tea, Please: Tea is Anywhere and Everywhere, All at Once

Tea drinks, especially those including tapioca pearls otherwise known as boba have created billionaires in China, and global expansion means that you can get your fill of the chewy goodies all over the world nowadays.  Some of the largest chains in the US include Kung Fu Tea, with over 350 locations; Gong Cha; Sharetea with more than 500 stores in 15 locations; Boba Guys known for their famous strawberry puree matcha tea latte; and It’s Boba Time, Happy Lemon,  YiFang Taiwan Fruit Tea, and Boba Loca.

Tea has been an integral part of our global history.  As a precious commodity, it was traded along the Silk Road, leading to increased transcontinental commerce.  In American history, the Boston Tea Party was perhaps not so much about tea itself but about taxation and representation, but in any words, it was definitely a catalyst towards American independence.  And now,  thousands of years later, tea continues to be a tour de force for antioxidants, anti-aging, and an overall delicious base for a bevy of creative drinks.  Economists often talk about the “latte index” - used to estimate purchasing power parity in 16 countries around the world compared to the cost of a tall Starbucks latte in NYC.

Latte Index 2.9.24
Source: Visualcapitalist.com (The Latte Index: Using the Impartial Bean to Value Currencies)

With the way things are going with teas, could a boba index not be far behind?  We examined year-over-year traffic for some of the leading tea/boba chains compared to specialty coffee chains.  Boba has seen gains compared to last year, usually at a higher percentage than coffee.  Both beverage type chains have trended upwards in 2023, although coffee had a bit of a dip in the latter part of the year.

To be fair, one can often order a coffee at a tea store and vice versa, but there are certainly toppings and color sensations at tea stores that are uniquely suited to social media, such as butterfly pea, which is an intense shade of violet, or various vibrant toppings such as popping boba in pink and orange.  In some creations, the tea is even dispensed with entirely, such as Tiger Sugar’s brown sugar boba milk with a deep caramel flavor, or their highly-coveted ice cream bar version of the drink.

Tiger Sugar images side by side 2.9.24

Asian Malls in the US to Visit for Lunar New Year

For those wishing for an authentic taste of an Asian shopping mall experience during Lunar New Year, there are many options around the US including Chinese shopping malls in the west like Focus Plaza/San Gabriel Square in San Gabriel Valley, Diamond Jamboree in Irvine, Shanghai Plaza in Chinatown Las Vegas, and Great Wall Mall in Kent, WA as well as in the east like Tangram and New World Mall in Flushing, NY.

Of these malls, Diamond Jamboree is the most visited. It has local favorites like The Kickin' Crab, Hai Di Lao, and Pepper Lunch. For dessert, head on over to Meet Fresh, with its refreshing grass jelly or chewy taro balls or SomiSomi for the cutest fish-shaped pancakes and a delectable choice of soft-serve flavors like ube and sesame.

Next is Shanghai Plaza, which is located in Las Vegas Chinatown.  At Shanghai Taste, one can slurp xiao long bao soup dumplings, and another favorite - sheng jian bao - which is basically the love child of the more well known bao zi (meat bun) and the aforementioned xiao long bao. Somehow, it manages to have the fluffiness of the outer dough with a burst of soup and filling inside. Add the slight crunchiness of a pan-fried base and your mouth will be amazed by the variety of flavors and textures.

San Gabriel Square, also known as Focus Plaza, is the granddaddy of San Gabriel Valley larger-than-life malls. Also lovingly named “Chinese Disneyland” it offers a famous restaurant Five Star Seafood, a 99 Ranch, as well as other restaurants and jewelry stores. It opened in 1990 and became the place where one could go to buy laserdiscs for karaoke machines, as well as buy delicacies like honey-dried mangoes or salted plums. Nearly 25 years later, it is poised for renovation as it competes with other Chinese malls in the Greater Los Angeles and Orange County area for hot new restaurants and bakeries.

Moving across the country, we have Tangram in Queens, NY.  Who doesn’t love an Asian food hall, with its dizzying array of hawkers, smells, and bustle? Tangram opened its Food Hall in January 2023, with a mix of international cuisine such as Joju for Vietnamese sandwiches, Zaab Zaab for Thai food, and Na Tart for egg tarts. One unique offering at Xi’an Famous Food is their piece de resistance lamb noodles. Topped with melt-in-your-mouth lamb, the broth is composed of both cumin and chili, and the hand-pulled noodles offer you that perfect texture referred to as “qq” in Chinese, whose closest renditions for noodles in another language might be “al dente.” This food hall spans 24,000 square feet and is lit with neon to mimic the non-stop night market energy in cosmopolitan Asian cities.

Great Wall Mall in Kent, Seattle is another Pan-Asian shopping center, despite its Chinese-centric name. Anchored by a 99 Ranch market, it also includes Chinese and Vietnamese restaurants, a Korean clothing store, hair and nail salons, and home decor.  Architecturally, the outside is flanked by a fortress-style wall that mimics the Great Wall of China.

Last, but not least, we have New World Mall. Another sprawling food hall awaits, with over two dozen eateries to choose from. The exciting part of visiting food halls is the ability to get to the level of regional cuisine. Whether its Chongqing xiao mian featuring spicy Sichuan noodles or knife-cut noodles from Lanzhou, one has the opportunity to try a variety of cooking styles, nuances in similar-sounding dishes, and basically explore an entire country through its diversity of tastes.

Article
Catching Up With Shake Shack and Wingstop
We take a look at two dining chains - Shake Shack and Wingstop - to see how they performed during the final quarter of 2023 and what may lie ahead for them in the new year.
Lila Margalit
Feb 8, 2024
3 minutes

The past couple of years have been challenging ones for the dining industry as high food prices and economic headwinds led many consumers to cut back on unnecessary indulgences. Still, people can’t eat at home all the time, and there’s always demand for restaurants that serve up good food and a welcoming ambiance – without breaking the bank.

So with Q4 2023 under our belts, we dove into the data to check in with two dining chains that are especially good at giving customers what they want: Shake Shack and Wingstop. How did they perform during the final quarter of 2023? And what lies ahead for them in the new year?

Leaving Dining in the Dust

Shake Shack, curiously named after an amusement park ride from 70’s hit movie Grease, continues to impress. Following a robust third quarter, the gourmet burger joint maintained strong positive year-over-year (YoY) visit growth throughout Q4 2023 – finishing out the year with a remarkable 24.3% foot traffic jump in December 2023. 

Wingstop, another darling of the dining industry, also ended 2023 with a bang. Whether celebrating the New York Knicks with a special lemon garlic flavor, or jumping on the dry January bandwagon with its own “dry rub January”, the popular chicken restaurant draws crowds by staying up-to-date with popular trends. And throughout Q4 2023, Wingstop saw positive visit growth ranging from 12.8% to 16.3%.

 

bar graph: shake shack and wingstop experience significant growth in October '23-Jan. '25

Shake Shack Shakes Things Up

The ongoing success of these two chains in a difficult overall environment shows that there’s more than one way to win at the dining game. With limited-time offerings like White Truffle Burgers, and sandwiches that feature Kimchi slaw, Shake Shack’s relatively upscale offerings have traditionally drawn affluent audiences. But as the chain has continued to expand, its customer base has diversified – with the median household income (HHI) of its captured market dropping by 8.6% over the past four years. Over the same period, the share of ultra-wealthy families and educated urbanites in the restaurant’s captured market declined, while the share of young professionals and urban low income consumers increased. Wider audiences, of course, means broader appeal – and more people getting addicted to Shake Shack’s delicious offerings.

graph: shake shack has diversified its audience over the past four years, median hhi and psychographic segmentation based on STI: PopStats dataset and Spatial.ai: PersonaLive datasets and placer.ai captured trade area data

Wingstop: Dinner for the Whole Gang

Wingstop, for its part, has pursued a somewhat different strategy. Positioned as an affordable eatery straddling the space between fast food and fast-casual, Wingstop draws less well-to-do consumers. Combining foot traffic data with demographics from STI’s PopStats shows that the median HHI of Wingstop’s captured market came in at $62.1K in Q4 2023, well below the nationwide baseline of $69.5K. 

But despite targeting a demographic with less discretionary income, Wingstop has carved out a niche for itself as a to-go dining destination for people seeking the perfect place to sit down to a nice, big meal with the family. In Wingstop’s four biggest markets – Texas, California, Florida, and Illinois – the chain’s trade areas featured more persons per household than the statewide averages in Q4 2023. And Wingstop’s captured markets were also over-indexed for families with children – showing that parents are particularly likely to pay the restaurant a visit.

bar chart: wingstop finds success through its appeal to large households and families with children

Key Takeaways

Though food prices have stabilized and consumer confidence has begun to recover, last year ended on a tough note for restaurants. But while the category as a whole has yet to fully regain its footing, chains like Shake Shack and Wingstop are finding success by leaning into evolving consumer demand.

Will cooling inflation kickstart a dining revival? And what does the rest of 2024 have in store for Shake Shack and Wingstop? 

Follow Placer.ai to find out.

Article
Something To Chew On: Demographic Shifts at Steakhouse Chains
Few things are more beloved by Americans than a steak – and two of the most popular steakhouse chains in the U.S. are Texas Roadhouse and Outback Steakhouse. Who is visiting these chains, and what characteristics do they share? We take a closer look.
Bracha Arnold
Feb 7, 2024
2 mintues

Few things are more beloved by Americans than a steak – and two of the most popular steakhouse chains in the U.S. are Texas Roadhouse and Outback Steakhouse. Who is visiting these chains, and what characteristics do they share? We take a closer look.   

Beefing Up Visits

Food-away-from-home prices remained high for much of 2023, presenting challenges for dining establishments as would-be restaurant patrons reconsidered going for a meal out. Outback Steakhouse in particular felt the impact of the dining downturn, with year-over-year (YoY) visits falling in 2023 – although the dip may also be due to the chain’s downsizing its store fleet. And the chain seems to have offset at least some of the drop thanks to its price increases, which increased the value of every visit. 

Texas Roadhouse, meanwhile, continued its expansion and benefited from growing YoY foot traffic every quarter of 2023.   

bar graph: Outback Steakhouse in particular felt the impact of the dining downturn, with year-over-year (YoY) visits falling in 2023 Outback Steakhouse in particular felt the impact of the dining downturn, with year-over-year (YoY) visits falling in 2023. Texas Roadhouse, meanwhile, continued its expansion and benefited from growing YoY foot traffic every quarter of 2023.

Lower-Income Consumers, Higher Dining Success 

Texas Roadhouse’s success is particularly notable given its trade area median HHI. Both Outback Steakhouse and Texas Roadhouse tend to have a lower median household income (median HH) in their trade areas when compared to the average fast-casual chain, despite having higher price points. The steakhouse leaders also have a trade area median HHI that is significantly lower than the overall fine-dining segment.

The lower median HHI of Texas Roadhouse and Outback Steakhouse visitors suggests that these diners may be avoiding the purchase of more casual, on-the-go meals and instead choosing to direct their more limited funds toward special occasion dining. And Outback Steakhouse and Texas Roadhouse may be seen as an affordable luxury for those seeking a more elevated dining experience than might be found at a local fast-casual joint. 

By understanding the types of diners who visit the restaurant, dining chains can make sure to deliver the type of experience their customers are seeking – in this case, a special-occasion dining destination that won't break the bank.

bar graph: Outback Steakhouse and Texas Roadhouse tend to have a lower median household income (median HH) in their trade areas compared to the average fast-casual or fine-dining chain. Based on STI: PopStats dataset combined with Placer.ai captured trade area data

Outback Steakhouse and Texas Roadhouse Popular Among Suburban Segments

A deeper exploration of the psychographic compositions of each chains’ trade area reveals that suburban families are particularly drawn to Texas Roadhouse and Outback Steakhouse. For both chains, the share of households in Spatial.ai’s PersonaLive “Upper Suburban Diverse Families,” “Suburban Boomers,” and “Wealthy Suburban Families” segments exceeded the statewide average in several major states. 

As suburban markets continue gaining momentum, Texas Roadhouse and Outback Steakhouse’s popularity with suburban audiences can help the chains stay ahead of the pack in 2024. 

bar graph: suburban families are particularly drawn to Texas Roadhouse and Outback Steakhouse. based on Spatial.ai: PersonaLive dataset combined with Placer.ai captured trade area data

The State Of Steak

The enduring appeal of a well-made steak (or Blooming Onion, or honey butter) is indisputable. Will customers continue to visit these chains for a special occasion? Or will 2024 bring with it a new shift in diner preferences? 

Follow Placer.ai’s data-driven analyses to find out. 

Article
Placer.ai Office Index: Looking Back at 2023
For many participants in the remote work debate, 2023 was a year for compromise - two days a week? Three? But what did the hybrid model look like in 2023? And who were last year’s office visitors? We dove into the data to find out. 
Lila Margalit
Feb 6, 2024
4 minutes

The Placer.ai Nationwide Office Building Index: The office building index analyzes foot traffic data from some 1,000 office buildings across the country. It only includes commercial office buildings, and commercial office buildings with retail offerings on the first floor (like an office building that might include a national coffee chain on the ground floor). It does NOT include mixed-use buildings that are both residential and commercial.

Remote work may not be bad for companies’ bottom lines – but it does appear to have drawbacks for employees. Fully remote workers were 35% more likely to be laid off in 2023 than those who came into the office at least part of the week. And full-time WFH personnel also got fewer promotions

Still, reaping the benefits of in-person office work doesn’t require a full-time return to office. (Five days a week? Seriously?) And for many participants in the remote work wars, 2023 was a year for compromise. But what did the hybrid model look like in 2023? And who were last year’s office visitors?

We dove into the data to find out. 

A Hybrid Sweet Spot? 

Analyzing office visit trends over the past several years suggests that some variation of the hybrid model is indeed here to stay – though the jury’s still out on whether we’ve found the sweet spot. Since Q2 2023, quarterly visits to office buildings have remained about 34.0%-38.0% below pre-COVID levels. But Q4 2023 office foot traffic was 12.9% higher than the equivalent period of 2022, suggesting that additional office recovery may still be in the cards. 

Regionally speaking, Miami and New York closed out 2023 at the head of the pack, with visits about 20% below the pre-pandemic baseline. Dallas and Chicago finished the year with respective quarterly visit gaps of 31.8% and 43.0%. And San Francisco continued to bring up the rear, with office foot traffic 53.8% below pre-COVID levels.

line graph: office buildings closed out 202 with visits 38.2% below pre-covid levels. with variations between markets.

These general trends continued into January 2024. Nationwide, office buildings experienced a 42.1% year-over-four-year (Yo4Y) visit gap, potentially indicating stalling recovery. But at the same time, major markets across the country – most impressively San Francisco – saw sustained YoY visit growth, showing that the return to office (RTO) story is still being written.

bar graph: In January 2024 Nationwide office visits continued to hover at about 60% of pre-covid levels with significant variation between markets.

Who Goes There?: 2023’s Office Visitors in Three Data Points

Whether office recovery has run its course, or whether 2024 promises a renewed upward trajectory – a more granular picture of the specific habits and characteristics of office-goers can help stakeholders adapt to evolving trends. 

Rebounding Affluence

And while foot traffic remains substantially below 2019 levels, the affluence of office buildings’ visitor base has very nearly rebounded to what it was before COVID. In Q1 2019, the median household income (HHI) of the Nationwide Office Index’s captured market stood at $91.9K, a metric which plummeted in early 2020 as more affluent employees rode out lockdowns from home. But since then, the median HHI has slowly risen – reaching $90.1K - $91.6K in 2023. 

Unsurprisingly, remote and hybrid work opportunities aren’t distributed equally – and wealthier, more-educated workers are better positioned than others to take advantage of them. But visitors to major office buildings tend to have significantly higher-than-average HHIs to begin with (STI’s PopStats puts the nationwide baseline at $69.5K). So even if the median HHI of office visitors is once again close to what it was before COVID, it is these relatively affluent employees that are coming in less frequently and helping to shape the new hybrid normal. 

line graph: the median household income of likely office visitors has nearly rebounded to pre-Covid levels.

Fewer Families With Children

At the same time, there has been a subtle but distinct decline in the share of parental households in offices’ captured markets – indicating that parents of children accounted for a smaller proportion of office visits in 2023 than in 2019. This change varied by region, with Chicago seeing the smallest shift and tech-heavy San Francisco seeing the largest one. 

For many working parents, flexibility is the name of the game – and employees juggling parental responsibilities along with their work loads may be particularly eager to embrace working from home.

 

bar graph: office visitors are less likely to come from parental households than they were before the pandemic. based on STI: PopStats dataset combined with placer.ai captured trade area data.

Thank Goodness it’s Fri-yay!

Another data point that’s particularly important for stakeholders to understand is the daily breakdown of office visits throughout the week. And foot traffic data for 2023 shows that the TGIF work week that we first observed in 2022 remains more firmly entrenched than ever. People continue to concentrate office visits mid-week and log on from home on Mondays and especially Fridays – an effect that is most pronounced in San Francisco, and least pronounced in Miami. And for municipalities, CRE companies, and local businesses that rely on office foot traffic, recognizing the persistence of this pattern can be key to making the most of those days when offices are abuzz with activity. 

bar graph: share of weekday visits by year since 2019 shows friday traffic to offices has fallen. San Francisco has the smallest share of Friday office visits of total weekday office visits.

Key Takeaways

The new hybrid model remains a work in progress – and it’s too soon to tell whether offices will indeed see further attendance increases in 2024. But either way, the behaviors and attributes of office-goers will continue to evolve, presenting stakeholders with opportunities and challenges alike. 

What does 2024 have in store for RTO? And how will the profile of visitors to America’s offices change in the new year?

Follow placer.ai/blog to find out.

Reports
INSIDER
Report
3 Trends Shaping the Grocery Sector Right Now
Discover the 2025 grocery sector trends driving growth across value, fresh, traditional, and ethnic formats. Learn how shifting consumer behavior, bifurcated spending, and short-trip missions are reshaping retail competition.
Placer Research
September 22, 2025

Key Takeaways 

1) Broad-based growth: All four grocery formats grew year-over-year in Q2 2025, with traditional grocers posting their first rebound since early 2024.

2) Value grocers slow: After leading during the 2022–24 trade-down wave, value grocer growth has decelerated as that shift matures.

3) Fresh formats surge: Now the fastest-growing segment, fueled by affluent shoppers seeking health, wellness, and convenience.

4) Bifurcation widens: Growth concentrated at both the low-income (value) and high-income (fresh) ends, highlighting polarized spending.

5) Shopping missions diverge: Short trips are rising, supporting fresh formats, while traditional grocers retain loyal stock-up customers and value chains capture fill-in trips through private labels.

6) Traditional grocers adapt: H-E-B and Harris Teeter outperformed by tailoring strategies to their core geographies and demographics.Bifurcation of Consumer Spending Help Fresh Format Lead Grocery Growth

Growth Across Grocery Formats

Grocery traffic across all four major categories – value grocers, fresh format, traditional grocery, ethnic grocers – was up year over year in Q2 2025 as shoppers continue to engage with a wide range of grocery formats. Traditional grocery posted its first YoY traffic increase since Q1 2024, while ethnic grocers maintained their steady pattern of modest but consistent gains.

Value Grocers Growth Slows as Trade-Down Effect Matures

Value grocers, which dominated growth through most of 2024 as shoppers prioritized affordability, continued to expand but have now ceded leadership to fresh-format grocers. Rising food costs between 2022 and 2024 drove many consumers to chains like Aldi and Lidl, but much of this “trade-down” movement has already occurred. Although price sensitivity still shapes consumer choices – keeping the value segment on an upward trajectory – its growth momentum has slowed, making it less of a driver for the overall sector.

Affluent Shoppers Drive Major Gains for Fresh-Format Grocers

Fresh-format grocers have now taken the lead, posting the strongest YoY traffic gains of any category in 2025. This segment, anchored by players like Sprouts, appeals to the highest-income households of the four categories, signaling a growing influence of affluent shoppers on the competitive grocery landscape. Despite accounting for just 7.0% of total grocery visits in H1 2025, the segment’s rapid gains point to a broader shift: premium brands emphasizing health and wellness are emerging as the primary engine of growth in the grocery sector.

Bifurcation of Spending Reshaping Grocery

The fact that value grocers and fresh-format grocers – segments with the lowest and highest median household incomes among their customer bases – are the two categories driving the most growth underscores how the bifurcation of consumer spending is playing out in the grocery space as well. On one end, price-sensitive shoppers continue to seek out affordable options, while on the other, affluent consumers are fueling demand for premium, health-oriented formats. This dual-track growth pattern highlights how widening economic divides are reshaping competitive dynamics in grocery retail.

Bottom Line: 

1) Broad-based growth: All four grocery categories posted YoY traffic gains in Q2 2025.

2) Traditional grocery rebound: First YoY increase since Q1 2024.

3) Ethnic grocers: Continued steady but modest upward trend.

4) Value grocers: Still growing, but slowing after most trade-down activity already occurred (2022–24).

5) Fresh formats: Now the fastest-growing segment, driven by affluent shoppers and interest in health & wellness.

6) Market shift: Premium, health-oriented brands are becoming the new growth driver in grocery.

7) Bifurcation of spending: Growth at both value and fresh-format grocers highlights a polarization in consumer spending patterns that is reshaping grocery competition.

Consumers Turn to Different Grocery Formats for Different Needs

The Rise of Short Trips

Over the past two years, short grocery trips (under 10 minutes) have grown far more quickly than longer visits. While they still make up less than one-quarter of all U.S. grocery trips, their steady expansion suggests this behavioral shift is here to stay and that its full impact on the industry has yet to be realized.

Fresh Formats Capture Quick Missions

One format particularly aligned with this trend is the fresh-format grocer, where average dwell times are shorter than in other categories. Yet despite benefiting from the rise of convenience-driven shopping, fresh formats attract the smallest share of loyal visitors (4+ times per month). This indicates they are rarely used for a primary weekly shop. Instead, they capture supplemental trips from consumers looking for specific needs – unique items, high-quality produce, or a prepared meal – who also value the ability to get in and out quickly.

Traditional Grocers Built on Loyalty

In contrast, leading traditional grocers like H-E-B and Kroger thrive on a classic supermarket model built around frequent, comprehensive shopping trips. With the highest share of loyal visitors (38.5% and 27.6% respectively), they command a reliable customer base coming for full grocery runs and taking time to fill their carts. 

Value Grocers as “Fill-In” Players

Value grocers follow a different, but equally effective playbook. Positioned as primary “fill-in” stores, they sit between traditional and fresh formats in both dwell time and visit frequency. Many rely on limited assortments and a heavy emphasis on private-label goods, encouraging shoppers to build larger baskets around basics and store brands. Still, the data suggests consumers reserve their main grocery hauls for traditional supermarkets with broader selections, while using value grocers to stretch budgets and stock up on essentials.

Bottom Line: 

1) Short trips surge: Under-10-minute visits have grown fastest, signaling a lasting behavioral shift.

2) Fresh formats thrive on convenience: Small footprints, prepared foods, and specialty items align with quick missions.

3) Traditional grocers retain loyalty: Traditional grocers such as H-E-B and Kroger attract frequent, comprehensive stock-up trips.

4) Value grocers fill the middle ground: Limited assortments and private label drive larger baskets, but main hauls remain with traditional supermarkets.

5) Fresh formats as supplements: Fresh format grocers such as The Fresh Market capture quick, specialized trips rather than weekly shops.

The Right Strategy Can Drive Growth For Traditional Grocers 

Traditional Grocers Can Still Win

While broad market trends favor value and fresh-format grocers, certain traditional grocers are proving that a tailored strategy is a powerful tool for success. In the first half of 2025, H-E-B and Harris Teeter significantly outperformed their category's modest 0.6% average year-over-year visit growth, posting impressive gains of 5.6% and 2.8%, respectively. Their success demonstrates that even in a polarizing environment, there is ample room for traditional formats to thrive by deeply understanding and catering to a specific target audience.

Different Paths, Same Focus

These two brands achieve their success with distinctly different, yet equally focused, demographic strategies. H-E-B, a Texas powerhouse, leans heavily into major metropolitan areas like Austin and San Antonio. This urban focus is clear, with 32.6% of its visitors coming from urban centers and their peripheries, far above the category average. Conversely, Harris Teeter has cultivated a strong following in suburban and satellite cities in the South Atlantic region, drawing a massive 78.3% of its traffic from these areas. This deliberate targeting shows that knowing your customer's geography and lifestyle remains a winning formula for growth.

Bottom Line: 

1) Traditional grocers can still be competitive: H-E-B (+5.6% YoY) and Harris Teeter (+2.8% YoY) outpaced the category average of +0.6% in H1 2025.

2) H-E-B’s strategy: Strong urban focus, with 32.6% of traffic from major metro areas like Austin and San Antonio.

3) Harris Teeter’s strategy: Suburban and satellite city focus, with 78.3% of traffic from South Atlantic suburbs.

INSIDER
Report
Emerging Trends for CRE in 2025
This Placer Snapshot examines the evolution of key industries impacting commercial real estate. We explore the shifting dynamics of office visits, the recovery of shopping centers, and population growth patterns across the United States in 2025.
August 28, 2025
INSIDER
Report
A New Era for Retail Giants: Who’s Winning in 2025?
Find out how the Dollar General, Dollar Tree, and Costco's hyper growth have changed the retail landscape and see how Walmart and Target can stay competitive in today's value-driven market.
August 21, 2025

Key Takeaways:

1. The hypergrowth of Costco, Dollar Tree, and Dollar General between 2019 and 2025 has fundamentally changed the brick-and-mortar retail landscape. 

2. Overall visits to Target and Walmart have remained essentially stable even as traffic to the new retail giants skyrocketed – so the increased competition is not necessarily coming at legacy giants' expense. Instead, each retail giant is filling a different need, and success now requires excelling at specific shopping missions rather than broad market dominance.

3. Cross-shopping has become the new normal, with Walmart and Target maintaining their popularity even as their relative visit shares decline, creating opportunities for complementary rather than purely competitive strategies.

4. Dollar stores are rapidly graduating from "fill-in" destinations to primary shopping locations, signaling a fundamental shift in how Americans approach everyday retail.

5. Walmart still enjoys the highest visit frequency, but the other four chains – and especially Dollar General – are gaining ground in this realm.

6. Geographic and demographic specialization is becoming the key differentiator, as each chain carves out distinct niches rather than competing head-to-head across all markets and customer segments.

Shifting Retail Dynamics

Evolving shopper priorities, economic pressures, and new competitors are reshaping how and where Americans buy everyday goods. And as value-focused players gain ground, legacy retail powerhouses are adapting their strategies in a bid to maintain their visit share. In this new consumer reality, shoppers no longer stick to one lane, creating a complex ecosystem where loyalty, geography, and cross-visitation patterns – not just market share – define who is truly winning.

This report explores the latest retail traffic data for Walmart, Target, Costco, Dollar Tree, and Dollar General to decode what consumers want from retail giants in 2025. By analyzing visit patterns, loyalty trends, and cross-shopping shifts, we reveal how fast-growing chains are winning over consumers and uncover the strategies helping legacy players stay competitive in today's value-driven retail landscape. 

The New Competitive Landscape

Dollar General, Dollar Tree, and Costco's Hypergrowth Since 2019 

In 2019, Walmart and Target were the two major behemoths in the brick-and-mortar retail space. And while traffic to these chains remains close to 2019 levels, overall visits to Dollar General, Dollar Tree, and Costco have increased 36.6% to 45.9% in the past six years. Much of the growth was driven by aggressive store expansions, but average visits per location stayed constant (in the case of Dollar Tree) or grew as well (in the case of Dollar General and Costco). This means that these chains are successfully filling new stores with visitors – consumers who in the past may have gone to Walmart or Target for at least some of the items now purchased at wholesale clubs and dollar stores. 

This substantial increase in visits to Costco, Dollar General, and Dollar Tree has altered the competitive landscape in which Walmart and Target operate. In 2019, 55.9% of combined visits to the five retailers went to Walmart. Now, Walmart’s relative visit share is less than 50%. Target received the second-highest share of visits to the five retailers in 2019, with 15.9% of combined traffic to the chains. But Between January and July 2025, Dollar General received more visits than Target – even though the discount store had received just 12.1% of combined visits in 2019.

Some of the growth of the new retail giants could be attributed to well-timed expansion. But the success of these chains is also due to the extreme value orientation of U.S. consumers in recent years. Dollar General, Dollar Tree, and Costco each offer a unique value proposition, giving today's increasingly budget-conscious shoppers more options.

The Role of Each Retail Giant in the Wider Retail Ecosystem

Walmart’s strategy of "everyday low prices" and its strongholds in rural and semi-rural areas reflect its emphasis on serving broad, value-focused households – often catering to essential, non-discretionary shopping. 

Dollar General serves an even larger share of rural and semi-rural shoppers than Walmart, following its strategy of bringing a curated selection of everyday basics to underserved communities. The retailer's packaging is typically smaller than Walmart's, which allows Dollar General to price each item very affordably – and its geographic concentration in rural and semi-rural areas also highlights its direct competition to Walmart. 

By contrast, Target and Costco both compete for consumer attention in suburban and small city settings, where shopper profiles tilt more toward families seeking one-stop-shopping and broader discretionary offerings. But Costco's audience skews slightly more affluent – the retailer attracts consumers who can afford the membership fees and bulk purchasing requirements – and its visit growth may be partially driven by higher income Target shoppers now shopping at Costco. 

Dollar Tree, meanwhile, showcases a uniquely balanced real estate strategy. The chain's primary strength lies in suburban and small cities but it maintains a solid footing in both rural and urban areas. The chain also offers a unique value proposition, with a smaller store format and a fixed $1.25 price point on most items. So while the retailer isn't consistently cheaper than Walmart or Dollar General across all products, its convenience and predictability are helping it cement its role as a go-to chain for quick shopping trips or small quantities of discretionary items. And its versatile, three-pronged geographic footprint allows it to compete across diverse markets: Dollar Tree can serve as a convenient, quick-trip alternative to big-box retailers in the suburbs while also providing essential value in both rural and dense urban communities.

As each chain carves out distinct geographic and demographic niches, success increasingly depends on being the best option for particular shopping missions (bulk buying, quick trips, essential needs) rather than trying to be everything to everyone.

Cross-Shopping on the Rise Despite Visit Share Shuffle

Still, despite – or perhaps due to – the increased competition, shoppers are increasingly spreading their visits across multiple retailers: Cross-shopping between major chains rose significantly between 2019 and 2025. And Walmart remains the most popular brick-and-mortar retailer, consistently ranking as the most popular cross-shopping destination for visitors of every other chain, followed by Target.

This creates an interesting paradox when viewed alongside the overall visit share shift. Even as Walmart and Target's total share of visits has declined, their importance as a secondary stop has actually grown. This suggests that the legacy retail giants' dip in market share isn't due to shoppers abandoning them. Instead, consumers are expanding their shopping routines by visiting other growing chains in addition to their regular trips to Walmart and Target, effectively diluting the giants' share of a larger, more fragmented retail landscape.

Cross-visitation to Costco from Walmart, Target, and Dollar Tree also grew between 2019 and 2025, suggesting that Costco is attracting a more varied audience to its stores.

But the most significant jumps in cross-visitation went to Dollar Tree and Dollar General, with cross-visitation to these chains from Target, Walmart, and Costco doubling or tripling over the past six years. This suggests that these brands are rapidly graduating from “fill-in” fare to primary shopping destinations for millions of households.

The dramatic rise in cross-visitation to dollar stores signals an opportunity for all retailers to identify and capitalize on specific shopping missions while building complementary partnerships rather than viewing every chain as direct competition. 

Competition For Visit Frequency in a Fragmented Retail Landscape 

Walmart’s status as the go-to destination for essential, non-discretionary spending is clearly reflected in its exceptional loyalty rates – nearly half its visitors return at least three times per month on average -between  January to July 2025, a figure virtually unchanged since 2019. This steady high-frequency visitation underscores how necessity-driven shopping anchors customer routines and keeps Walmart atop the retail loyalty ranks. 

But the data also reveals that other retail giants – and Dollar General in particular – are steadily gaining ground. Dollar General's increased visit frequency is largely fueled by its strategic emphasis on adding fresh produce and other grocery items, making it a viable everyday stop for more households and positioning it to compete more directly with Walmart.

Target also demonstrates a notable uptick in loyal visitors, with its share of frequent shoppers visiting at least three times a month rising from 20.1% to 23.6% between 2019 and 2025. This growth may suggest that its strategic initiatives – like the popular Drive Up service, same-day delivery options, and an appealing mix of essentials and exclusive brands – are successfully converting some casual shoppers into repeat customers. 

Costco stands out for a different reason: while overall visits increased, loyalty rates remained essentially unchanged. This speaks to Costco’s unique position as a membership-based outlet for targeted bulk and premium-value purchases, where the shopping behavior of new visitors tends to follow the same patterns as those of its  already-loyal core. As a result, trip frequency – rooted largely in planned stock-ups – remains remarkably consistent even as the warehouse giant grows foot traffic overall. 

Dollar Tree currently has the smallest share of repeat visitors but is improving this metric. As it successfully encourages more frequent trips and narrows the loyalty gap with its larger rivals, it's poised to become an increasing source of competition for both Target and Costco.

The increase in repeat visits and cross-shopping across the five retail giants showcases consumers' current appetite for value-oriented mass merchants and discount chains. And although the retail giants landscape may be more fragmented, the data also reveals that the pie itself has grown significantly – so the increased competition does not necessarily need to come at the expense of legacy retail giants. 

The Path Forward

The retail landscape of 2025 demands a fundamental shift from zero-sum competition to strategic complementarity, where success lies in owning specific shopping missions rather than fighting for total market dominance. Retailers that forego attempting to compete on every front and instead clearly communicate their mission-specific value propositions – whether that's emergency runs, bulk essentials, or family shopping experiences – may come out on top. 

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