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We’ve previously written about the influence of East Asian, Southeast Asian, and Hispanic cultures and their influence on groceries, malls, and food halls with the likes of H Mart, 99 Ranch, Asia Garden Mall, and Mercado Gonazlez. Now, let’s turn our attention to the huge Indian subcontinent, which includes India, Pakistan, Bangladesh, Nepal, Bhutan, Sri Lanka, and the Maldives.
One of this summer’s breakout sports stories is that of Sarubh Netravalkar, Oracle software engineer by day, Cricket star on the side! He helped Team USA beat Pakistan during the Men’s T20 Cricket World Cup in a huge upset, and has now been nicknamed the “Desi Diaspora Darling.” The United States is co-hosting and participating in this Cricket tournament for the first time, and fans came out in droves to Eisenhower Stadium in Nassau, NY, which essentially became a pop-up stadium in order for the competition to take place. Tikka fries, an ultimate combo of South Asian flavor and American snack favorite, were on offer at the concession stands.
The embrace of South Asian flavors can also be seen in the growth and success at grocery. Patel Brothers and India Bazaar are two Indian grocery chains that have been growing rapidly. The former saw increased year-over-year growth in 8 of the 12 months preceding. Meanwhile, the latter saw year-over-year growth in 11 out of the last 12 months.
The grocery stores can be found in various states in the US, with a particular concentration for Patel Bros in the Chicago, New York, Boston, and DC areas and for India Bazaar in the Dallas area.
South Asian food has many highly flavorful vegetarian and vegan options, which makes it attractive to those seeking a taste boost to dishes. Chai is a staple at many tea and coffee specialty stores, and some are saying that naan sandwiches could be the next burrito. Having the right recipe can really open doors. Bombay Frankie, now located within Westfield Culver City, has its origins at a gas station, but the demand became so high that they opened up a brick-and-mortar restaurant. Their affectionately called “Indian Burrito” comes both rolled up or deconstructed. With deconstructed, one can decide the perfect bite ratio of fluffy naan, seasoned chicken, cool raita, crunchy cucumbers, and tomatoes bursting with flavor.
A quick Google search shows a burst of restaurants that incorporate naan into their name, such as Naan-tastic, Naansense, and Naan & Kabob. Naan n Curry is an example of a naan chain that has seen positive year-over-year growth.
Sourcing food at home has become a lot more attractive for consumers against the backdrop of economic concerns in 2024. In Kroger’s earnings call, CEO Rodney McMullen called out that out of home food costs are outpacing in home food costs, leading shoppers to focus more on in-home meal solutions. Cooking can be seen as a cost saving lever for visitors, but the pandemic period also fostered a love of cooking and spending time in the kitchen, even for higher income households not necessarily looking to save money. And it appears through Placer’s location insights that retailers that focus on outfitting the kitchen have been benefiting from this change in consumer behavior.
Despite the home industry having its challenges in foot traffic after the pandemic, housewares retailers have had some positive momentum over the past few months. Beyond that, houseware retailers that specialize in kitchen wares, such as Crate & Barrel and Sur La Table, have seen traffic growth throughout 2024. Williams-Sonoma, despite challenging year-over-year declines in traffic, reported comparable sales growth in the first quarter of 2024, which signals a higher level of conversion in-store.
Sur La Table, a retailer that’s been challenged in the past, has found new life in changing consumer needs. One of Sur La Table’s core competencies is in-store cooking classes, and experiential retail continues to be one way the industry can provide inherent value to visitors. Dwell times are almost 10 minutes longer than Williams-Sonoma, its closest competitor (below). It also has the highest median household income of visitors and has the highest share of visits from households over $150k. Certainly at-home cooking has increased across income brackets, but high-end consumers also appear to be interested in adjacent home categories to take their skills to the next level. Blending product knowledge, experiences and assortment has greatly benefitted Sur La Table, and even against a challenging specialty retail landscape, the retailer has once again found its niche.
These retailers are often at the top of wedding registry lists, which could benefit traffic as we head into the summer months and the height of wedding season. Crate & Barrel, while not solely a kitchen focused retailer, has long been known as a registry destination that helps registrants outfit a kitchen with all of the cookware and gadgets one could need. Year to date through June, Crate & Barrel traffic is up 3% year-over-year, which is even more impressive considering that its assortment features an array of home furnishings categories, including furniture. Looking at demographic segments using Spatial.ai, Crate & Barrel over indexes in visits from Educated Urbanites and Young Professionals and Sunset Boomers compared the the average of other housewares chains, a signal that the wedding registry business, typically fueled by kitchen goods, could be attracting these particular subsets. Crate & Barrel also has a high level of loyalty in visits compared to other competitors in the space.
As we reported about Wayfair a few weeks ago, home retailers that have created exciting experiences and reasons to visit are still resonating with consumers, despite the tempered interest in the home category. An increased interest in cooking by consumers certainly plays a part in these retailers' success, but they have also had to provide even more incentive to drive traffic growth as consumers shift their attention away from purchasing for their homes. Having an experiential component or registry business have kept kitchen focused retailers more aligned with their consumer’s needs, which drive inherent value in today’s retail landscape, something not easy to come by.
Thrifting is on the rise. Whether fueled by a desire to shop more sustainably, find unique pieces, or save money, consumers have been increasingly turning to secondhand clothing stores for their new threads. And interest in thrift shopping is only expected to grow over the next few years – with some estimates putting the U.S. secondhand market at $73 billion by 2028.
With 2024 nearly at the midway point, we dove into the data to take a closer look at the segment.
The past few years have seen a growing interest among consumers in all things value, and thrift shops have been reaping the benefits. Between January and May 2024, the segment experienced strong monthly year-over-year (YoY) foot traffic growth. And compared to pre-COVID, too, thrift stores drew 29.6% more foot traffic in Q1 2024 than in Q1 2019.
Diving into the visit performance of individual thrift store chains reveals strength across a variety of brands. YoY visits to Goodwill, Crossroads Trading Co., and Savers were consistently elevated between January and May 2024.
Who are the shoppers driving thrift shop visit growth? Analyzing the demographics of thrift store visitors’ trade areas reveals that in 2024, thrift stores serve an economically diverse customer base. Data from the STI: PopStats dataset combined with Placer.ai captured market data shows that Goodwill draws customers from areas with a median household income (HHI) below the nationwide median $76.1K. Savers, for its part, draws shoppers from average-income areas, while Crossroad Trading Co. attracts a high-HHI customer base – likely due to the chain’s strong presence in affluent California and focus on high-end items.
Still, a look at the wider apparel shopping habits of thrift store visitors shows that these shoppers tend to be bargain hunters: Between January and May 2024, visitors to Crossroads Trading Co. and Savers were more likely to visit Goodwill than any other clothing chain. But they – together with Goodwill visitors – also did plenty of shopping at off-price chains like Ross Dress For Less, Marshall’s, and T.J. Maxx. (Crossroad Trading Co., which places a strong emphasis on selling on-trend, high-end items, also saw many of its customers shopping at Macy’s, while Savers visitors were more likely to frequent Kohl’s).
This consistent interest in budget-friendly venues underscores the strong preference for value among the growing ranks of thrift store shoppers
Thrifting is proving its staying power, with visits to major thrift stores outpacing those of other apparel categories. Will the secondhand market continue on its upward trajectory?
Follow Placer.ai to keep up with the latest data-driven retail trends.
Limited-assortment value grocery stores like Aldi and Grocery Outlet Bargain Market have thrived in recent years, as inflation-wary consumers sought out ways to save money at the till.
But how are these chains faring in 2024? Have cooling inflation and increased consumer confidence put a dent in their performance? We dove into the data to find out.
As the name suggests, limited-assortment grocery stores are known for carrying fewer products than traditional grocery stores in a bid to cut down on overhead costs and pass savings on to consumers. These chains also utilize other methods, such as private label brands, opportunistic merchandising, and fewer in-store amenities, to keep prices low.
And foot traffic data shows that in the first part of 2024, consumers continued flocking to these brands to grab groceries at a discount – driving year-over-year (YoY) foot traffic growth that far outperformed that of traditional grocery stores. In May 2024, for example, visits to the overall grocery segment grew by 7.9% YoY, while Aldi and Grocery Outlet Bargain Market experienced YoY growth of 26.3%, 14.3%, and respectively.
Some of this foot traffic growth can be attributed to the two chains’ continued expansion: Aldi added dozens of new stores in 2023 – with hundreds more in the pipeline – and Grocery Outlet Bargain Market also significantly grew its footprint. But the average number of visits to both brands’ individual locations also increased, again outpacing traditional grocery, showing that their expansion is meeting robust demand.
Looking into the loyalty rates of visitors to these limited-assortment value chains provides more reason for optimism for the sector: Over the past three years, Aldi and Grocery Outlet Bargain Market both saw an increase in loyal visits – defined as those made by people who frequented the chains at least four times in a month.
In April 2022, for example, 28.0% of visits to Aldi and 27.0% of visits to Grocery Outlet Bargain Market were made by people who visited the chains at least four times during the month – but by 2024, these shares grew to 30.1% and 30.2%, respectively. A similar trend was observed in May 2024.
Increasingly, it seems, people are doing at least part of their routine weekly grocery shopping at these limited-assortment chains. And with consumers continuing to seek ways to save money, these grocers are well-positioned to continue growing their visit shares.
The limited-assortment, value grocery model continues to prove its staying power, with impressive foot traffic, visits per location, and loyalty rates.
Will the segment continue on its upward trajectory?
Visit Placer.ai to find out.
About the Placer 100 Index for Retail & Dining: The Placer 100 Index for Retail & Dining is a curated, dynamic list of leading chains that often serve as prime tenants for shopping centers and malls. The index includes chains from various industries, such as superstores, grocery, dollar stores, dining, apparel, and more. Among the notable chains featured are Walmart, Target, Costco, Kroger, Ulta Beauty, The Home Depot, McDonald’s, Chipotle, Crunch Fitness, and Trader Joe's. The goal of the list is to provide insight into the wider trends impacting the retail, dining, and shopping center segments.
Foot traffic patterns at leading chains can serve as an interesting proxy for consumer sentiment – offering a glimpse into the overall health of the retail and dining spaces. And analyzing the YoY foot traffic performance of the Placer 100 Index for Retail & Dining over the past twelve months reveals that, for the most part, major retail and dining players have enjoyed consistently strong visit growth. In November and December 2023 – during the height of last year’s holiday shopping season – foot traffic to the chains included in the Index increased 2.9% and 3.7% respectively, compared to the equivalent period of 2022.
And although 2024 opened with a slight, weather-driven YoY decline in visits, retail and dining foot traffic quickly bounced back, finishing out May with a 5.1% increase. This springtime jump was partly due to two special calendar days – Mother’s Day weekend, and Memorial Day weekend – both of which drove bigger visit spikes this year than in 2023.
These robust visitation patterns highlight consumer resilience in the face of headwinds – and may be an encouraging indicator of a thriving summer ahead.
Zooming into the Index’s regional performance during May 2024 uncovers impressive positive YoY visit growth across the nation.
The Midwest led the way, buoyed by strong YoY foot traffic growth in South Dakota (6.7%), Michigan (6.4%), and North Dakota (6.4%). But the two states with the biggest YoY visit boosts – Vermont (7.4%) and New Hampshire (7.0%) – were in the Northeast, and the South and West performed well too. This impressive increase in retail and dining visits was observed across the vast majority of the continental U.S., regardless of population size and local weather conditions. Such widespread growth indicates a robust and uniform recovery in consumer activity nationwide, suggesting that factors beyond regional characteristics, such as slowing inflation and increased consumer confidence, played a significant role in driving this trend.
Drilling down into the rankings of individual chains in the index can highlight some of the key trends shaping retail and dining this year.
Value-oriented retailers – including Aldi, Ollie’s Bargain Outlet, and Dollar General, – featured prominently among May’s top performers, both for YoY chain-wide visits and for YoY average visits per location. This robust showing demonstrates the continued draw of budget fare, which has been observed across a wide range of segments – from grocery to apparel.
The quest for savings spilled over into other segments as well. Value gym Crunch Fitness, which grew its footprint significantly over the past year, ranked among the top performers both for overall visits and for visits per location – showcasing the success of its expansion strategy. And casual dining chains Chili’s Grill & Bar and Buffalo Wild Wings also made the list, with YoY visit growth likely driven by successful value promotions.
Indeed, Chili's Grill & Bar – propelled by its hit Big Smasher Burger promotion – has emerged as this month's leading chain, topping the charts both for overall visits (26.3%) and for average visits per location (26.1%).
Hungry, budget-conscious diners can get Chili’s Big Smasher as part of the chain’s signature 3 for Me deal, which lets diners choose a beverage, starter, and main course starting at $10.99. And the offering, which was launched on April 29th, 2024, has become a sensation – going viral on TikTok and garnering significant media attention.
The promotion is competitively priced against QSR offerings, at a time when fast-food chains have seen slowing sales due to cutbacks by inflation-wary consumers. Chili's has been praised for delivering exceptional value – and taking a closer look at weekly visitation trends shows that this strategy is paying off. Chili’s saw a surge of weekly visit growth beginning the week of the promotion (April 29th), and has continued thriving since. This highlights the importance of understanding consumer needs and finding ways to deliver value.
Will June continue to see a rise in retail and dining visits as summer approaches? Will the success of retail and dining foot traffic remain evenly spread across regions, even as some areas are more affected by summer heat? And will value-oriented retailers continue to dominate the ten top performers in retail and dining?
Visit Placer.ai to find out.
It’s no secret that the restaurant category is starting to get more promotional. As consumers–especially lower income consumers–have shifted toward substitute food retail channels like value grocers, warehouse clubs, and convenience stores due to the compounded effect of food-away-from home inflation, restaurant chains across all tiers are resorting to increased promotional activity to drive visit trends.
Over the past few weeks, we’ve discussed that several casual dining chains had seen success through all-you-can eat and other deep discount promotions. Last week, we noted that Chili’s had been outperforming broader casual-dining category averages through its value messaging. We also noted the success of Buffalo Wild Wings All-You-Can Eat wings promotions on Monday and Wednesdays starting in mid-May. Below, we show visit trends to Buffalo Wild Wings on Mondays and Wednesdays compared to their year-to-date averages since the beginning of March. The promotion has helped to drive incremental visits on two traditionally slower days. During May, the chain was seeing visits greater than 30% its normal daily visit count for Mondays and Wednesdays during the earlier part of the promotion and exceeding 50% during the latter part of the month. While it's unlikely that this promotion will be permanent–restaurants have to work with their suppliers ahead of time to make sure they have sufficient food for promotions like this–but given the success, the chain may consider running during other months (and potentially other days of the week) later this year.
However, as we noted in our recap of this year’s National Restaurant Association show, QSR chains have started to get more promotional ahead as they look to recapture visit share lost to value grocers, dollar stores, and c-stores (especially within lower-income trade areas). McDonald’s will launch a national $5 value menu promotion on June 25, but it’s clear that other QSR chains are already seeing success with their competing $5 promotions. Below, we show year-over-year weekly visit trends from March through early June for the major QSR burger chains. Burger King launched its own $5 Your Way Meal value menu this past week, and has seen visit trends accelerate since then. Starbucks–which has historically stayed away from discounts as a way to protect its premium brand position–also surprised the industry by announcing a $5-$7 “pairings menu” this week.
Easing commodity costs have allowed restaurants to get more promotional, although when paired with rising labor costs (especially in California, which we covered last week), it does set up an environment where restaurant profits will likely be squeezed over the next several months. Also, substitute food retail channels are likely to introduce their own price reductions in the months to come (as we’ve already seen from Walmart).
Return-to-office (RTO) trends have been closely watched over the past few years, with relevant stakeholders trying to puzzle out the impact remote and hybrid work have had on business operations and worker performance. And while visits to office buildings, overall, remain below pre-pandemic levels, office recovery varies from city to city – reflecting the complex and nuanced nature of regional economic trends, workforce preferences, and industry-specific needs.
This white paper harnesses location analytics to explore office recovery in the country’s second-largest economy – Los Angeles. The first part of the report is based on an analysis of foot traffic data from Placer.ai’s Los Angeles Office Index – an index comprising 100 office buildings in LA (including several in the greater metro area). The second part of the report broadens the lens to analyze visits by local employees to points of interest (POIs) corresponding to four major LA-area office districts: Century City, Downtown LA, Santa Monica, and Culver City. The white paper examines the impact that return-to-work mandates have had on visits to office buildings, discovers which demographic groups are driving the RTO, and explores the connection between commute time and return-to-office rates.
The return to office in Los Angeles has consistently lagged behind other major cities, underperforming nationwide recovery levels since the pandemic ground in-office work to a virtual halt. Still, the city’s office buildings are seeing a steady increase in visits, with foot traffic tending to spike at the beginning of each year. This indicates that even though office visits in LA are still below national averages, they are on a steady growth trajectory – a promising sign for stakeholders in the city.
A closer examination of Los Angeles office buildings also shows that despite the overall lag, some top-performing buildings in the LA metro area are defying the odds. Visits to the 20 local office buildings with the narrowest Q2 2024 post-COVID visit gaps were down just 8.7% in June 2024 compared to January 2019 – significantly outperforming the nationwide average.
So while overall office recovery in the city is still behind nationwide trends, these top-performing buildings indicate an optimistic outlook for the city’s office spaces.
Diving into the demographics of visitors to LA’s top-performing office buildings reveals an important insight: these buildings are attracting younger workers. This cohort has shown a stronger preference for in-person work compared to their older colleagues.
Analyzing the buildings’ captured markets with psychographics from AGS: Panorama reveals that these buildings are attracting visitors from areas with larger shares of "Emerging Leaders" and "Young Coastal Technocrats" than the broader metro area.
"Emerging Leaders'' – upper-middle-class professionals in early stages of their careers – make up 20.3% of households in the trade areas feeding visits to these top-performing buildings, compared to 14.9% in the broader LA CBSA. Similarly, "Young Coastal Technocrats," young and highly educated professionals in tech and professional services, account for 14.7% of households driving visits to the top-performing buildings, compared to only 12.1% in the broader area.
The trend suggests that companies in these high-performing office buildings employ many early-career professionals eager to accelerate their careers and work in-person with colleagues and mentors. This is a positive sign for the future of the office market in the LA metro area, indicating that it is attractive to key demographic groups that are likely to drive future growth and innovation.
Over the past few years, the debate regarding return-to-office mandates has been a heated one. Will employees follow return-to-office requirements? Can companies enforce the return to office after offering remote and hybrid work options? Recent location analytics data suggests that, at least in the Los Angeles metro area, some return-to-office mandates have been effective.
Three major tech companies – Activision Blizzard, TikTok, and SNAP Inc. – recently made their return-to-office policies stricter. Activision mandated a full return to the office in January 2024. TikTok has also intensified its return-to-office policy while seeking to expand its office presence in the greater Los Angeles area. And SNAP Inc. required employees to return to the office earlier this year as a condition of continued employment.
Visitation patterns at each of these companies' respective headquarters suggest that their policies have directly impacted visit frequency. Since the beginning of the year, the share of repeat office visits (defined as two or more visits per week) has increased for all three locations. Activision saw its share of repeat office visits grow from 52.1% in H1 2023 to 61.4% in the same period of 2024. TikTok’s repeat visits grew from 49.5% to 61.0%, and SNAP’s repeat visits increased from 36.6% to 42.8%.
These numbers highlight how return-to-office policies can lead to noticeable changes in office visit patterns and offer a blueprint to other businesses looking to foster a stronger in-office workforce.
Los Angeles is the second-largest metro area in the country, with several distinct business districts across its sprawling landscape. And a closer look at four major office hubs in the greater LA area – Century City, Downtown LA, Santa Monica, and Culver City – highlights how the office recovery can vary, not just by city or demographic, but on a neighborhood level.
Weekday visits by local employees to all four analyzed business districts have rebounded significantly since 2020 – though each area has followed its own particular trajectory.
Culver City, home to major businesses including Sony Pictures and Disney Digital Network, saw the least pronounced drop in employee visits during the early days of the pandemic. And in Q2 2024, weekday visits by local workers were down just 18.4% compared to Q1 2019.
Century City, on the other hand, saw the most marked drop in local employee foot traffic as the pandemic set in. But the district’s recovery trajectory has also been the most dramatic – with a Q2 2024 visit gap of just 28.5%, smaller than Downtown LA’s 29.7% visit gap. Perhaps capitalizing on this momentum, Century City is expanding its business district with the addition of a major new office building, set to be completed in 2026 and serve as the headquarters for Creative Artists Agency. Santa Monica, for its part, finished off Q2 2024 with a 23.3% visit gap.
Century City stands out within the Los Angeles metropolitan area for its dramatic decline and subsequent resurgence in local employee foot traffic. And looking at another metric of office recovery – employee commute distance – further underscores the district’s remarkable comeback.
The share of employees commuting to Century City from three to seven miles away has nearly returned to pre-COVID levels – suggesting a normalization of commuting patterns by local workers living in the area. In H1 2019, 33.5% of workers in Century City commuted between 3 and 7 miles to work; in 2022, that number had dropped to 29.8%. But by 2024, the share of visitors making that commute had grown to 32.5% – much closer to pre-COVID numbers.
Similarly, the region’s trade area size, which had contracted significantly in the wake of the pandemic, bounced back significantly in 2024. This serves as another indication of Century City’s rebound, cementing Century City’s status as a key business hub within the Los Angeles metropolitan area.
Five years after the upheaval caused by the pandemic, office spaces are still changing. Although the Los Angeles area has taken longer to recover than other major cities, analyzing local visitation data shows significant potential for the city’s business areas. With young employees leading the return-to-office charge, the city is poised to keep driving its strong economy and adjust to an evolving office environment.
Retail media networks (RMNs) have cemented their roles as the future – and present – of advertising. These networks enable advertisers to promote products and services through a retailer’s online properties and physical stores, when consumers are close to the point-of-purchase and primed to buy.
Today, we take a closer look at two newcomers to the retail media space: Costco Wholesale and Wawa. Both chains have an online presence – but both also excel at in-store experiences, offering unique opportunities for consumer engagement and exposure to new products.
This white paper dives into the data to explore some of the key advantages Costco and Wawa bring to the retail media table – and examine how the retailers’ physical reach can best be leveraged to help advertising partners find new audiences.
Wawa and Costco, the latest additions to the growing number of companies with retail media networks, exhibit significant advertising potential. Both brands boast a wide reach and diverse customer base, and both have access to troves of customer data through membership and loyalty programs.
Foot traffic data confirms the robust offline positioning of the two retailers. In Q1 2024, year-over-year (YoY) visits to Costco and Wawa increased 9.5% and 7.5% respectively – showing that their in-store engagement is on a growth trajectory.
And since consumers tend to spend a lot more time in-store than they do on retailers’ websites, Costco’s and Wawa’s strong brick-and-mortar growth positions them especially well to help advertisers reach new customers. In Q1 2024, the average visits to Costco’s and Wawa’s physical stores lasted 37.4 and 11.4 minutes respectively – compared to just 6.7 and 4.6 minutes for the chains’ websites. These longer in-store dwell times can be harnessed to maximize ad exposure and offer partners more extended opportunities for meaningful interactions with customers. Partners can also analyze the behavior and preferences of the two chains’ growing visitor bases to craft targeted online campaigns.
Costco’s retail media network will tap into the on- and offline shopping habits of its staggering 74.5 million members to inform targeted advertising by partners. And the retailer’s tremendous reach offers a significant opportunity to engage customers in-store.
But while Costco is dominant in some areas of the country, other markets are led by competitors like Sam’s Club and BJ’s Wholesale Club. And advertisers looking to choose between competing RMNs or hone in on the areas where Costco is strongest can analyze Costco's performance and visit share – on a local or national level – to determine where to focus their efforts.
An analysis of the share of visits to wholesalers across the country reveals that Costco is the dominant wholesale membership club in much of the Western United States. But Costco also captures the largest share of wholesale club visits in many other major population centers, including important markets like New York, Chicago, Phoenix, and San Antonio. Costco’s widespread brick-and-mortar dominance offers prospective advertising partners a significant opportunity to connect with regional audiences in a wide array of key markets.
Another one of Costco’s key advantages as a retail media provider lies in its highly loyal and engaged audience. In May 2024, a whopping 41.4% of Costco’s visitors frequented the club at least twice during the month – compared to 36.6% for Sam’s Club and 36.0% for BJ’s Wholesale.
Moreover, Costco led in average visit duration compared to its competitors. In May 2024, customers spent an average of 37.1 minutes at Costco – surpassing even the impressive dwell times at Sam’s Club and BJ’s Wholesale Club.
YoY visits per location to Costco, too, were the highest of the analyzed wholesalers, all three of which saw YoY increases. These metrics further establish the wholesaler’s position as an effective retail media provider.
Even when foot traffic doesn't show a brand’s clear regional dominance, location analytics can reveal other metrics that signal its unique potential. Take the Richmond-Petersburg, VA, designated market area (DMA), for example. In May 2024, BJ’s Wholesale Club led the DMA with 41.2% of wholesale club visits, while Costco was a close second with 37.3% of visits.
But despite BJ’s lead in visit share, Costco's Richmond audience was more affluent. Costco's visitors came from trade areas with a median household income (HHI) of $93.2K/year, compared to $73.1K/year for Sam’s Club and $89.5K/year for BJ’s. Additionally, Costco drew a higher share of weekday visits than its counterparts.
Analyzing shopper habits and preferences across chains on a local level can provide crucial context for strategists working on media campaigns. Advertisers can partner with the brands most likely to attract consumers interested in their offerings, and identify where – and when – to focus their advertising efforts.
Convenience stores, or c-stores, are emerging as destinations in and of themselves – and their rising popularity among a wider-than-ever swath of consumers opens up significant opportunities in the retail advertising space.
Wawa is a relative newcomer to the world of retail media, after other c-stores like 7-Eleven and Casey’s launched their networks in 2022 and 2023. But despite coming a bit late to the party, the potential for Wawa’s Goose Media Network is significant – thanks to a cadre of highly loyal visitors who enjoy the physical shopping experience the c-store chain offers.
In May 2024, Wawa’s share of loyal visitors (defined as those who visited the chain at least twice in a month) was 60.1%. In contrast, other leading c-store chains operating in Wawa’s market area – QuickTrip and 7-Eleven, for example – saw loyalty rates of 56.0% and 47.9%, respectively, for the same period.
Additionally, Wawa visitors browsed the aisles longer than those at other convenience retailers. In May 2024, 39.9% of Wawa visitors stayed in-store for 10 minutes or longer, compared to 29.6% at QuickTrip and 25.7% at 7-Eleven.
Wawa's loyal customer base and longer visit durations make it a strong contender in the retail media space. By harnessing this high level of customer engagement, Wawa can draw in advertisers and develop targeted marketing strategies that resonate with its dedicated shoppers.
Wawa has been on an expansion roll over the past few years, with plans to open at least 280 stores over the next decade in North Carolina, Tennessee, Georgia, Alabama, Ohio, Indiana, and Kentucky. The chain has also been steadily increasing its footprint in Florida – between January 2019 and April 2024, Wawa grew from 167 Sunshine State locations to 280, with more to come.
And analyzing changes in Wawa’s visit share in one of Florida’s biggest markets – the Miami-Ft. Lauderdale DMA – shows how successful the chain’s local expansion has been. Between January 2019 and April 2024, Wawa more than doubled its category-wide visit share in the Miami area (i.e. the portion of total c-store visits in the DMA going to Wawa) – from 19.0% to nearly 40.0%.
A look at changes in Wawa’s Miami-Ft. Lauderdale trade area shows that the chain’s growing visit share has been driven by an expanding market and an increasingly diverse audience.
In April 2019, there were some 55 zip code tabulation areas (ZCTAs) in the Miami-Ft. Lauderdale DMA from which Wawa drew at least 3,000 visits per month. By April 2021, this figure grew to 96 – and by April 2024, it reached 129.
Over the same period, the share of “Family Union” households in Wawa’s local captured market – defined by the Experian: Mosaic dataset as families comprised of middle-income, blue collar workers – nearly doubled, growing from 7.4% in April 2019 to 14.4% in April 2024.
Retail media networks that make it easier to introduce shoppers to products and brands that are closely aligned with their preferences and habits offer a win-win-win for retailers, advertisers, and consumers alike. And Costco and Wawa are extremely well-positioned to make the most of this opportunity.
Everybody loves coffee. And with some 75% of American adults indulging in a cup of joe at least once a week, it’s no wonder the industry is constantly on an upswing.
In early 2024, year-over-year (YoY) visits to coffee chains increased nationwide – with every state in the continental U.S. experiencing year-over-year (YoY) coffee visit growth.
The most substantial foot traffic boosts were seen in smaller markets like Oklahoma (19.4%), Wyoming (19.3%), and Arkansas (16.9%), where expansions may have a more substantial impact on statewide industry growth. But the nation’s largest coffee markets, including Texas (10.9%), California (4.2%), Florida (4.2%), and New York (3.5%), also experienced significant YoY upticks.
The nation’s coffee visit growth is being fueled, in large part, by chain expansions: Major coffee players are leaning into growing demand by steadily increasing their footprints. And a look at per-location foot traffic trends shows that by and large, they are doing so without significantly diluting visitation to existing stores.
On an industry-wide level, visits to coffee chains increased 5.1% YoY during the first five months of 2024. And over the same period, the average number of visits to each individual coffee location declined just slightly by 0.6% – meaning that individual stores drew just about the same amount of foot traffic as they did in 2023.
Drilling down into chain-level data shows some variation between brands. Dutch Bros., BIGGBY COFFEE and Dunkin’ all saw significant chain-wide visit boosts, accompanied by minor increases in their average number of visits per location.
Starbucks, for its part, which reported a YoY decline in U.S. sales for Q2 2024, maintained a small lag in visits per location. But given the coffee leader’s massive footprint – some 16,600 stores nationwide – its ability to expand while avoiding more significant dilution of individual store performance shows that Starbucks’ growth is meeting robust demand.
What is driving the coffee industry’s remarkable category-wide growth? And who are the customers behind it? This white paper dives into the data to explore key factors driving foot traffic to leading coffee chains in early 2024. The report explores the demographic and psychographic characteristics of visitors to major players in the coffee space and examines strategies brands can use to make the most of the opportunity presented by a thriving industry.
One factor shaping the surge in coffee visit growth is the slow-but-sure return-to-office (RTO). Hybrid work may be the post-COVID new normal – but RTO mandates and WFH fatigue have led to steady increases in office foot traffic over the past year. And in some major hubs – including New York and Miami – office visits are back to more than 80.0% of what they were pre-pandemic.
A look at shifting Starbucks visitation patterns shows that customer journeys and behavior increasingly reflect those of office-goers. In April and May 2022, for example, 18.6% of Starbucks visitors proceeded to their workplace immediately following their coffee stop – but by 2024, this share shot up to 21.0%.
Over the same period, the percentage of early morning (7:00 to 10:00 AM) Starbucks visits lasting less than 10 minutes also increased significantly – from 64.3% in 2022 to 68.7% in 2024. More customers are picking up their coffee on the go – many of them on the way to work – rather than settling down to enjoy it on-site.
Dunkin’ is another chain that is benefiting from consumers on the go. Examining the coffee giant’s performance across major regional markets – those where the chain maintains a significant presence – reveals a strong correlation between the share of Dunkin’ visits in each state lasting less than five minutes and the chain’s local YoY trajectory.
In Wisconsin, for example, 50.9% of visits to Dunkin’ between January and May 2024 lasted less than five minutes. And Wisconsin also saw the most impressive YoY visit growth (5.9%). Illinois, Ohio, Maine, and Connecticut followed similar patterns, with high shares of very short visits and strong YoY showings.
On the other end of the spectrum lay Tennessee, Alabama, and Florida, where very short visits accounted for a low share of the chain’s statewide total – under 40.% – and where visits declined YoY.
Dunkin’s success with very short visits may be driven in part by its popular app, which makes it easy for harried customers to place their order online and save time in-store. And this is good news indeed for the coffee leader – since customers using the app also tend to generate bigger tickets.
Dutch Bros.’ meteoric rise has been fueled, in part, by its appeal to younger audiences. Recently ranked as Gen Z’s favorite quick-service restaurant, the rapidly-expanding coffee chain sets itself apart with a strong brand identity built on cultivating a positive, friendly customer experience.
And Dutch Bros.’ people-centered approach is resonating especially well with singles – including young adults living alone – who may particularly appreciate the chain’s community atmosphere.
Analyzing the relative performance of Dutch Bros.’ locations across metro areas – focusing on regions where the chain has a strong local presence – shows that it performs best in areas with plenty of singles. Indeed, the share of one-person households in Dutch Bros.’ local captured markets is very strongly correlated with the coffee brand’s CBSA-level YoY per-location visit performance. Areas with higher concentrations of one-person households saw significantly more YoY visit growth in the first part of 2024. (A chain’s captured market is obtained by weighting each Census Block Group (CBG) in its trade area according to the CBG’s share of visits to the chain – and so reflects the population that actually visits the chain in practice).
The share of one-person households in Dutch Bros.’ Tucson, AZ captured market, for example, stands at 33.4% – well above the nationwide baseline of 27.5%. And between January and May 2024, Tucson-area Dutch Bros. saw a 6.0% increase in the average number of visits per location. Tulsa, OK, Medford, OR, and Oklahoma City, OK – which also feature high shares of one-person households (over 30.0%) – similarly saw per-location visit increases ranging from 3.6% - 7.0%. On the flip side, Fresno, CA, Las Vegas-Henderson-Paradise, NV, and San Antonio-New Braunfels, TX, which feature lower-than-average shares of single-person households, saw YoY per-location visit declines ranging from 1.5%-9.5%.
As Dutch Bros. forges ahead with its planned expansions, it may benefit from doubling down on this trends and focusing its development efforts on markets with higher-than-average shares of one-person households – such as university towns or urban areas with lots of young professionals.
Michigan-based BIGGBY COFFEE is another java winner in expansion mode. With a growth strategy focused on emerging markets with less brand saturation, BIGGBY has been setting its sights on small towns and rural areas throughout the Midwest and South. Though the chain does have locations in bigger cities like Detroit and Cincinnati, some of its most significant markets are in smaller population centers.
And a look at the captured markets of BIGGBY’s 20 top-performing locations in early 2024 shows that they are significantly over-indexed for suburban consumers – both compared to BIGGBY as a whole and compared to nationwide baselines. (Top-performing locations are defined as those that experienced the greatest YoY visit growth between January and May 2024).
“Suburban Boomers”, for example – a Spatial.ai: PersonaLive segment encompassing middle-class empty-nesters living in suburbs – comprised 10.6% of BIGGBY’s top captured markets in early 2024, compared to just 6.6% for BIGGBY’s overall. (The nationwide baseline for Suburban Boomers is even lower – 4.4%.) And Upper Diverse Suburban Families – a segment made up of upper-middle-class suburbanites – accounted for 9.6% of the captured markets of BIGGBY’s 20 top locations, compared to just 7.2% for BIGGBY’s as a whole, and 8.3% nationwide.
Coffee has long been one of America’s favorite beverages. And java chains that offer consumers an enjoyable, affordable way to splurge are expanding both their footprints and their audiences. By leaning into shifting work routines and catering to customers’ varying habits and preferences, major coffee players like Starbucks, Dunkin’, Dutch Bros., and BIGGBY COFFEE are continuing to thrive.
