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Darden recently announced that it was considering ceasing operations for one of its chains, Bahama Breeze, following the closure of 15 of its 43 locations in May 2025.
Visit data for the brand highlights the struggles the Caribbean-inspired chain has faced in recent years. Year-over-year (YoY) visits were down in every year analyzed, and monthly visits declined in all but three of the past 12 months. The chain appeared particularly hard-hit starting in 2025, which may have been a consideration in Darden's decision to shutter Bahama Breeze locations.
Whether Darden plans to keep the remaining 28 Bahama Breeze restaurants operational or opt for a full sale remains to be seen, but the recent foot traffic challenges facing the brand position it for a strategic pivot – or more drastic measures.

As the U.S. economy moves to the midpoint of 2025, a divergent macro picture is starting to take hold. While consumers are showing renewed confidence and returning to stores (or at the very least, responding to heightened promotional activity across many retail categories), the industrial backbone of the economy – manufacturing and shipping – is tapping the brakes. This split narrative suggests that while immediate consumer sentiment has improved as tariff-related news has taken a backseat, industrial signals may be painting a more cautious picture.
The retail sector has seen a welcome rebound in May and June, following a sluggish start to the year when macroeconomic uncertainty and significant tariff-related news dampened spirits and hurt foot traffic in February and March. Year-over-year visitation data for the Placer 100 index – a composite of 100 of the largest retail and restaurant chains in the U.S. – indicates that shoppers have likely grown accustomed to the economic climate and are demonstrating more consistent and normal behaviors.
With the initial shock of potential price hikes having passed, consumers appear to be moving past the cautious approach that marked the first quarter, leading to stabilized and improving year-over-year visit trends across many retail categories.
Admittedly, there are multiple factors driving the recent increases in year-over-year retail traffic. Consumers remain squarely focused on value, which continues to drive outperformance for value grocers, warehouse clubs, and dollar stores (which also appear to be benefiting from less competition from Temu and Shein amid new regulatory restrictions). Off-price retailers continue to be one of the strongest performing categories year-to-date, capitalizing on increased inventory opportunities stemming from recent store closures and tariff-related supply chain disruptions, allowing them to fuel their "treasure hunt" model. Finally, traditional department stores have also contributed to the rebound through strong reception to events like Nordstrom’s Half-Yearly Sale and other promotional activity.
While retail visits have normalized in recent weeks, a different story is unfolding across U.S. factories and ports. Following a production surge in late March and April – when manufacturers ramped up activity to build inventory ahead of tariff deadlines – both manufacturing and port activity have seen a notable decline in May and into June.
Placer’s Industrial Manufacturing composite indicates that activity at manufacturing facilities – representing visits for both facility employees (estimated based on dwell time) and visitors, who often represent logistics partners – slowed in May and June.
Looking at manufacturing visit data by category, many U.S. factories took a breather in May, with our data showing a widespread slowdown in visits. The auto and auto parts industry has been hit particularly hard, feeling the direct impact of international tariffs. But this isn't just a car story – most other manufacturing sectors also pumped the brakes, signaling that many companies are cautiously getting ready for what could be an unpredictable second half of the year.
Slowing new orders and decreasing container volumes at major ports suggest that businesses, having already front-loaded their inventory, are now taking a more cautious look toward the second half of 2025. Many appear hesitant to over-commit amidst an unpredictable trade policy landscape.
Our visitation data for some of the busiest ports in the U.S. generally shows a strong correlation with the Bureau of Transportation's container import and export statistics. While our data indicated increased activity at several Eastern ports ahead of initial tariff implementation dates in early April, we have since observed visitation trends declining through much of April and May. The one notable exception is the Port of Houston – where gasoline imports are often received – which saw a spike in activity in May that has continued through June.
The two-track U.S. economy at the mid-point of 2025 highlights a clear divergence between consumer behavior and industrial strategy. While shoppers have returned to stores, driven by a hunt for value and successful promotions, the industrial sector is sending more cautious signals. The slowdown in activity at manufacturing facilities and ports suggests that businesses, having already front-loaded inventory ahead of tariffs, are now bracing for potential volatility. This sets up a classic economic tug-of-war for the second half of the year, leaving a critical question: Will resilient consumer spending eventually pull the industrial sector back into a growth cycle, or will the manufacturing slowdown ultimately impact supply chains, shelf availability, and the recent retail rebound?
For more data-driven retail insights, visit placer.ai/anchor.

Grab-and-go dining is thriving. Recent data indicates that nearly three out of four restaurant orders are taken to go. This trend is a particularly beneficial one for the limited-service dining category, which encompasses quick-service, fast-casual, and coffee chains.
We took a look at the visit data for these three subcategories of the limited-service dining world to understand how consumer behavior varies by dining type.
In a period marked by economic concerns, diners seeking convenient and budget-friendly choices often turn to limited-service options. And in recent months, coffee emerged as the strongest segment within the limited-service category, followed by fast-casual restaurants. Visits to both segments were up every month except February, when YoY foot traffic dropped due to inclement weather and a leap year comparison. Meanwhile, QSR saw essentially flat YoY visitation trends since March 2025.
This visit performance highlights shifts in dining preferences across visitors to the three segments. Coffee’s status as an affordable indulgence may be one factor driving traffic to the category. And with consumers becoming more discerning about their disposable income, fast-casual restaurants appear to be benefiting from the quality and perceived value that many such chains offer.
Diving deeper into the data suggests that short visits (less than 10 minutes) drove much of the growth in the coffee and fast-casual segments during the first five months of 2025, with YoY trends for short visits consistently outperforming YoY trends for longer (10+ minutes) visits.
The overall coffee segment continues to impress with elevated visits, though a closer look reveals significant variances within the category.
Specifically, mid-sized and small coffee chains are thriving. These chains – including brands like Dutch Bros and Black Rock Coffee Bar experienced YoY visit growth of 7.3% and 7.1%, respectively, largely due to chain expansions. In contrast, large coffee chains – a sub-category that includes major players like Starbucks and Dunkin’ – saw visits dip by 4.5% YoY.
And small coffee chains were the only segment to experience a slight YoY uptick in average visits per location – indicating that even as the segment expanded its footprint, existing locations, on average, continued to see modest visit growth. This trend may be partially attributed to the relative affluence of these chains’ visitors, who tended to come from trade areas with more high-income consumers (>$100K) than those frequenting mid-sized and large coffee chains.
Within the fast-casual and quick-service dining segment, burger chains reign supreme, but they face a formidable new challenger. Big Chicken – fast-casual and quick-service dining chains that focus on chicken in all its forms – have been ascendant over the past few years. Between 2019 and 2025, these restaurants significantly expanded their relative visit share from 15.0% to 18.3% among a wide range of fast-casual and quick-service dining categories, including burgers, Mexican chains, sandwich chains, and pizza chains. Much of this growth came at the expense of burger chains, which, despite retaining their title as the category’s largest segment, saw their relative visit share decline from 62.3% in 2019 to 59.8% in 2025.
The limited service category, encompassing a huge range of dining options, continues to evolve and thrive, whether through the dominance of small coffee chains or chicken offerings.
What changes might the category undergo in the coming months and years?
Visit Placer.ai/anchor for the latest data-driven dining insights.

Shortly after Big Lots’ December 2024 decision to close all remaining stores, the company announced plans to transfer more than 200 locations to Variety Wholesalers – owner of discount banners such as Roses, Maxway, and Super Dollar. Beginning in April 2025, these Big Lot venues began to reopen, and by early June 2025, 219 stores had already resumed operations.
Big Lots’ relaunch is centered on offering shoppers deep discounts and a treasure hunting experience by sourcing closeout, overstock, and liquidation deals. The brand has also revised its product mix – leaning into apparel and electronics while reducing furniture and eliminating perishables. But how likely is this strategy to succeed, and what does it offer Variety Wholesalers?
We dove into the data to find out.
Between January and May 2025, leading discount and dollar chains experienced positive year-over-year (YoY) growth in both visits and average visits per location, reflecting ongoing consumer demand for value. But among these major players, Ollie’s Bargain Outlet stood out with a 14.4% YoY increase in visits and a 6.3% rise in average visits per location, even as the brand continued its store expansion. This trend underscores the strong interest in heavily discounted closeout deals, affirming Big Lots’ decision to reinvest in a liquidation-based model.
An analysis of Big Lots locations reopened by May 1st, 2025 reveals that customers interact with the stores like they do with other treasure-hunting venues. In May 2025, Big Lots saw more weekend and extended visits compared to the category average – mirroring the browsing-friendly vibe at Ollie’s or Five Below. By encouraging shoppers to explore, linger, and discover bargains, Big Lots is creating a retail destination likely to appeal to customers seeking both value and a bit of fun.
Variety Wholesalers hopes to leverage the Big Lots acquisition to reach higher-income bargain hunters. And data from reopened Big Lots stores shows they attract shoppers with more money to spend than Variety Wholesalers’ existing banners – though still less than the nationwide baseline, making them especially receptive to discount offerings. In May 2025, Big Lots’ captured market median HHI stood at $60.9K – close to Ollie’s $64.6K – further underscoring the potential success of a treasure-hunt strategy for Big Lots.
By returning to its deep discount roots, Big Lots appears poised to resonate with today’s value seeking customers. And with the discount segment continuing to grow, this renewed focus on bargains and treasure hunts may help the brand get back on its feet.
For more data-driven retail insights, visit placer.ai/anchor.

Retailers and brands have often turned to limited-edition roll outs, product drops, or collaborations to drive traffic – and hopefully incremental sales. But, do these efforts still resonate with shoppers? Are these programs still as meaningful to the retail industry as they once were?
We dove into the data to see how consumers responded to recent high-profile offerings launched this spring by Trader Joe’s and Target.
When thinking about viral product sensations in 2025, it’s hard not to include the mini tote bag from Trader Joe’s. First released in February 2024 and then again September to fan frenzy, the original bags came in bold, classic colorways like red, yellow, blue and green. This spring, Trader Joe’s changed things up with a pastel-handled version – and once again, consumers couldn’t shop the bags fast enough.
The new mini totes debuted in-store on Tuesday, April 8th, 2025, and foot traffic estimates indicate a highly successful launch. Visits to Trader Joe’s were up 21.2% on launch day compared to a year-to-date Tuesday average, making it the busiest Tuesday of the year so far. Foot traffic also outpaced the mini totes’ second run on September 18th by 13.7%. Clearly, mini totes are the key to Trader Joe’s fanatics’ hearts.
The success of the program may stem in part from Trader Joe’s strong appeal to consumer segments heavily influenced by social media. In April 2025, the chain saw a higher penetration among “Educated Urbanites” and “Young Professionals” compared to the wider grocery industry – two groups that would be heavily clued into viral product trends.
Another high-profile product drop this April was Target’s Kate Spade collection, featuring women’s apparel, shoes, accessories, and home goods.
On the surface, Kate Spade seems a perfect fit for Target – the two brands share remarkably similar visitor profiles, primarily attracting affluent, suburban families. Both brands also place a strong emphasis on discretionary offerings – and the overlap in aesthetic and consumer preferences makes sense in today’s retail market.
However, in-store visitation on launch day (Saturday, April 12th) was down 6.8% compared to the release day of 2024’s collaboration with designer Diane Von Furstenberg and down 3.0% compared to the launch day of 2023’s collaboration with Agua Bendita, Rhode, and Fe Noel. Still, traffic was up 14.1% compared to the 2018 Hunter release. And the collection also debuted on Target.com at midnight PST the same day, so in-store traffic may not reflect overall demand.
One positive takeaway from the collaboration? Its ability to draw back affluent suburban shoppers – a key Target audience. In April 2025, the median household income (HHI) of Target’s captured market experienced a minor but significant bump – up to $86.4K, compared to $85.9K in March 2025 and $85.7K in April 2024.
Today’s shoppers are in the driver’s seat when it comes to setting trends, and retailers spend more time courting them than positioning themselves as authorities on what’s “cool.” Against this backdrop, retailers and brands are constantly vying for the next big viral sensation – or for those products or collections that become must-shop phenomena.
As retailers grapple with how to provide value to consumers amidst economic uncertainty, these offerings provide a new incentive for shoppers to visit that isn’t solely focused on price. Consumers may indeed perceive limited runs to be higher quality, more valuable or worth the extra investment. The concept of manufactured scarcity isn’t new in retail, but it continues to take on new forms as the consumer and industry evolve. We may reach a point where exclusivity and scarcity no longer move the needle for retailers, but that doesn’t seem likely in 2025.
Follow The Anchor for more data-driven retail insights.

Target's visits shot up over the pandemic – but the chain has struggled to maintain its COVID-era momentum in recent years. Now, the upcoming back-to-school season presents an opportunity for the chain to bring visits back up.
Target's visits shot up between 2020 and 2022 as Americans stuck at home stocked up on everything from home goods to snacks to sporting equipment. But traffic has slowed since mid-2022, and although Target's visit gap has narrowed recently – May '25 visits were down just 1.7% YoY, a significant improvement from February's 9.1% YoY visit gap – year-over-year (YoY) visits were still down for five of the last six months.
Now, the upcoming back-to-school season may present just the opportunity the retailer needs to swing back into visit growth.
August is Target's second-busiest month of the year (the first is December), as the retailer sees visit upticks from everyone from families looking for back-to-school supplies to students getting ready for a new semester and renters switching leases. This seasonal strength offers more than just high traffic volume – it presents a unique comeback opportunity.
And August isn't just one of Target's busiest months – recent August traffic trends have also outperformed the broader twelve-month pattern.
While Target's overall YoY visit gap has widened over the past year (visits dropped 3.0% between June '24 and May '25 compared to the previous 12-month period, versus a smaller 2.2% decline in the prior year comparison), August's YoY visit gap has narrowed. This may suggest that shoppers who've reduced their Target visits throughout the year still prioritize the retailer during back-to-school season.
This creates a strategic window: Target can leverage this seasonal loyalty by enhancing its in-store experience and product selection during summer months, potentially winning back customers who might otherwise shop elsewhere during the rest of the year.
Families – especially middle and high-income families – make up a significant share of Target's captured market throughout the year. August is no exception – almost half (43.2%) of Target's captured market was made up of just four family segments in August '24 (according to Spatial.ai PersonaLive audience segmentation). Still, this is slightly lower than the 43.4% of family segments in Target's captured market between June '24 and May '25 – indicating that Target's August strength extends beyond its traditional family base.
Meanwhile, the share of single segments in Target's captured markets, which stood at 19.6% over the past twelve months, was up to 20.4% in August '24. So the retailer's summer boost is also driven by college students, young professionals, and other single shoppers – and these consumers may be looking for a different product mix and shopping experience than the traditional back-to-school fare.
Families remain Target's largest visitor segment, so the company should continue meeting the needs of this audience by offering a one-stop back-to-school destination along with BOPIS and curbside pickup to accommodate parents' busy lifestyles.
But the company can also make sure its offerings and shopping experience is set up to meet the needs of its Gen Z and millennial visitors when planning its back to school campaigns and in-store set up. Curating a "Singles & Students" section, carrying compact furniture and dorm room essentials, and setting up Instagram-worthy product displays may help these shoppers see Target as their retail home – building loyalty and boosting Target's traffic throughout the year.
For more data-driven retail insights, visit placer.ai/anchor.
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.
