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The last full week before Christmas (December 15th to 21st) saw massive seasonal spikes in traffic across the board, underscoring the continued importance of physical retail during the holiday season. But while visits rose broadly compared to the year-to-date (YTD) average, year-over-year comparisons tell a more nuanced story, with many traditional gifting categories experiencing modest declines relative to 2024.
Part of this softness likely reflects the calendar shift. Super Saturday fell on December 20th in 2025 but on December 21st in 2024, so 2025 holiday shoppers enjoyed an extra day between Super Saturday and Christmas to complete last-minute purchases. Yet a deeper look at the data suggests that timing alone does not tell the full story. Value-oriented retailers – including dollar stores, thrift stores, and off-price chains – saw traffic remain flat or even increase year over year (YoY) despite the same calendar shift.
So consumers are still spending, but they are trading down, actively seeking deals, and gravitating toward “treasure hunt” retail experiences rather than traditional discretionary splurges.
In a season defined by economic prudence, the most immediate winners were the retailers promising the most bang for the buck. Discount & Dollar Stores – not a traditional holiday category – saw a healthy seasonal uplift of 37.3% compared to their weekly average as well as a 3.8% traffic increase compared to 2024. In contrast, Superstores saw smaller spikes compared to the YTD average and YoY visits dips of 4.6%.
The outperformance of dollar stores suggests that shoppers were making targeted, smaller-basket trips for affordable essentials and stocking stuffers rather than relying solely on the "one-stop-shop" giants.
The "traditional" holiday categories, including apparel and electronic stores, experienced their expected massive seasonal "pop," but – like superstores – struggled to match the highs of 2024.
And while some of the decline can be explained by the calendar shift, the double-digit YoY drop in traffic to key holiday categories such as department stores suggests that timing alone does not account for the slowdown. Instead, the data indicates that consumers are still showing up to buy gifts, but are purchasing fewer items or choosing lower-priced alternatives – forcing traditional discretionary retailers to compete more aggressively for a shrinking share of wallet.
Malls showed a similar pattern, with strong seasonal traffic surges alongside YoY declines – although these YoY gaps were far smaller than in other discretionary categories. This resilience suggests that, despite headwinds facing individual retailers, the mall itself remains the central hub of the holiday shopping experience.
The off-price sector delivered one of the strongest signals this season, posting sharp seasonal traffic surges alongside modest YoY gains despite unfavorable calendar shifts. Thrift stores also stood out, recording a notable YoY increase in visits even as traffic came in slightly below the category’s YTD weekly average – likely reflecting the category’s year-round strength and its relatively recent emergence as a holiday shopping destination.
This data underscores the outsized role of value perception in shaping holiday shopping behavior and highlights the growing appeal of the “thrill of the find.” Whether hunting for a designer deal or uncovering a one-of-a-kind vintage piece, consumers increasingly favored discovery-driven experiences over the standardized assortments of traditional retail.
For retailers looking ahead to 2026, the lessons of this holiday season are stark. First, value is non-negotiable – consumers are actively migrating to formats that offer perceived savings. Second, the mall is not dead, but it is evolving. The format remains a critical seasonal traffic driver, but it must compete harder on convenience and experience. Finally, the success of the off-price and thrift sectors suggests that inventory freshness and the "treasure hunt" dynamic are powerful tools to combat consumer fatigue. As we close the books on 2025, it’s clear that while the consumer is still shopping, they are doing so with a sharper, more critical eye.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Black Friday has long served as a reliable anchor in the retail calendar. But some retailers place less weight on the post-Thanksgiving rush – or even opt out of it altogether – in favor of promotional windows that better align with their customers or brand values.
We analyzed foot traffic patterns at two such retailers, REI and IKEA, to see how alternative promotional strategies can shape visit performance throughout the year.
Mission-driven REI’s decision to close on Black Friday is a deliberate break from retail tradition. The brand’s long-running #OptOutside initiative reflects its commitment to outdoor activity and to the well-being of its employees, who get the day off to spend with friends and family.
The graph below highlights the foot traffic impact of the decision: while the traditional apparel and recreational & sporting goods categories experienced a sharp surge during the week of Black Friday, REI’s visits dropped below its 2025 YTD average.
Even so, the data indicates that REI still captures seasonal momentum. The retailer’s pre-Thanksgiving Holiday Sale delivered a modest visit lift that partially offset its voluntary pause on one of the category’s highest-traffic days. And REI’s post-Black Friday sales – Cyber Monday and last-minute gifts sale – appeared to do some heavy lifting for the brand, while the anticipated end-of-year sale is likely to provide an additional foot traffic boost as shoppers gear up for winter activities.
And beyond the holidays, REI follows a distinct promotional rhythm of its own, leaning into moments – like the start of summer – that reflect the seasonal outdoor needs of its customers. The retailer’s annual Anniversary Sale in May delivered the largest weekly visit spike of 2025, with demand for warm-weather gear sustaining elevated traffic in the weeks that followed. And unlike traditional apparel and recreational and sporting goods retailers, which saw a pronounced back-to-school visit surge in early August, the brand saw a smaller bump during its end-of-summer Labor Day sale.
REI’s alternative holiday cadence sets up an interesting comparison with other retailers – like IKEA – that hold Black Friday sales events but rely less heavily on the milestone than their wider category.
As shown in the graph below, the furniture and home furnishings segment received its largest visit boost of the year in the weeks leading up to and including Black Friday, as consumers likely took advantage of big sales events to spruce up their spaces in anticipation of hosting family and friends for the holidays. IKEA, however, saw just a modest November lift, with weekly visits remaining below the chain’s year-to-date average.
Instead, IKEA anchors its promotional calendar around several event-driven periods throughout the year – most notably its summer sale window from June through August, when the brand capitalizes on home furnishing demand during the peak moving season. Other events, such as IKEA’s winter clearance sale from December 2024 through early January 2025 helped stabilize post-holiday traffic at a moment when category visits softened.
REI and IKEA’s visit trends underscore the value of a promotional calendar built around brand alignment rather than conventional retail expectations. Neither retailer maximizes Black Friday in the way their respective categories do, yet both demonstrate how targeted seasonal events can cultivate consistent demand outside of traditional peak periods.
For more retail insights, visit Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
Luxury apparel retailers have long been central to the holiday experience, carrying premium gifts for the special people in our lives and offering intricate window displays to admire while out and about. And more recently, thrift stores have also entered the holiday shopping conversation as budget-conscious and sustainability-minded consumers increasingly turn to this segment.
We dove into the data for the luxury apparel and thrift store segments to explore the trends defining each space this holiday season.
Bifurcation in apparel, which has been one of the defining themes of 2025, remains a factor during the holiday season thus far. Many consumers continue to prioritize value as inflation weighs on household budgets, while high-end segments are sustained by affluent shoppers less affected by near-term economic headwinds.
The graph below shows the latest visit trends for thrift stores and luxury apparel retailers, highlighting this bifurcation. Thrift stores have posted consistent double-digit visit growth through the second half of 2025, suggesting that economic pressure, sustainability concerns, and the appeal of the treasure-hunt experience are pushing more consumers toward secondhand shopping. And even though thrift store visits don’t generally surge during the holidays (consumers, it seems, prefer gifting from traditional retail channels), Black Friday traffic to the segment surged this year – highlighting the category's growth potential this holiday season.
At the same time, luxury retailers are also maintaining their footing, outperforming traditional apparel. With the exception of a few softer months, luxury visits have hovered near or above 2024 levels for most of the year, as higher-income shoppers continue to stabilize the segment’s performance.
With the core holiday period in full swing, both ends of the apparel spectrum appear positioned to succeed in the current bifurcated retail landscape.
The bifurcation in apparel and its impact on consumer behavior becomes even more apparent when analyzing the trade area median household income (HHI) of the thrift and luxury segments.
The chart below shows that since 2022, the median HHI of luxury apparel retailers’ captured markets has continued to rise – reinforcing the category’s growing dependence on higher-income shoppers as prices climb and more aspirational consumers shift to other segments.
And this trend is also impacting holiday consumer dynamics. Historically, the median household income (HHI) for luxury retailers dips in October and November as middle-income shoppers enter the market for gifts. However, as the sector's baseline affluence rises, the holiday audience is following suit, with the income gap between year-round and seasonal shoppers narrowing. This suggests that the traditional middle-income splurge is waning, replaced by a holiday consumer who increasingly mirrors the high-income profile of the core luxury client.
On the opposite side of the apparel spectrum, the thrift segment appears to be benefitting from the economic headwinds that have put luxury out of reach for many average-income consumers. The data shows that the segment’s captured market median HHI has inched upward since 2022 (although still below the nationwide median of $79.6K) – suggesting that some higher-income consumers are seeking price relief by trading down to thrift stores.
And while the segment's captured market median HHI also decreases slightly in October and November, the decline is less marked than for the luxury segment, indicating only limited leakage of higher-income thrift visitors during the holiday season. These trends suggest that the thrift segment is benefiting from a more price-sensitive consumer base, as its trade area continues to broaden to include a greater share of higher-income households.
Foot traffic and consumer trends across the luxury and thrift segments reveal deeper shifts in the apparel industry. For luxury retailers, a core affluent audience continues to anchor year-round performance, while the aspirational holiday shopper who once traded up for premium gifts appears less engaged than in previous years. Meanwhile, the thrift segment – and other segments traditionally catering to lower-income shoppers – seem to be benefitting from an increasingly bifurcated landscape that has expanded their reach among a wider range of consumers.
While luxury retailers can’t control macroeconomic conditions, they can double-down on the authentic, premium experiences that sustain high-income loyalty and have historically drawn aspirational shoppers during the holidays. At the same time, thrift stores can’t simply introduce premium merchandise to attract higher-income shoppers, but they can continue to invest in store operations in ways that enhance the treasure-hunting experience and strengthen their overall value proposition.
For more holiday retail insights, visit Placer.ai/anchor.
The Sacramento-Roseville-Folsom metro area is emerging as one of California’s most resilient growth stories. Between 2021 and 2023, the region added residents at a steady, if modest, pace, even as the state overall faced declining or stagnant population trends. And by 2024, the CBSA pulled ahead of the national metro average for year-over-year (YoY) population growth, outpacing major California peers including Los Angeles, San Francisco, and San Diego.
What’s driving this momentum? And how is Sacramento’s rise shaping local retail and dining trends?
One factor behind Sacramento’s rise may be its economic diversity. The metro area is over-indexed for a broad cross-section of audience segments, ranging from wealthy and upper suburban families earning more than $100K to young urban singles and professionals bringing in less than $75K. And though the area’s median household income (HHI) sits below the California baseline, the diversity of household types – each contributing different spending patterns – creates a strong foundation for continued economic growth.
Location analytics also show that Sacramento’s expanding, economically diverse population is fueling a flourishing retail scene. From May through October 2025, overall retail visits in the CBSA rose YoY, outperforming California’s state average and keeping pace with national trends. In several key categories – including discount and dollar stores, home furnishings, superstores, and traditional apparel – the metro area exceeded both state and national benchmarks, underscoring Sacramento’s rising consumer strength and regional momentum.
Greater Sacramento’s dining scene is also thriving. Fast-casual and quick-service chains overperformed during the analyzed period, reflecting the region’s growing base of young professionals, urban singles, and families who may favor convenient, affordable dining choices. And while full-service chain visits dipped slightly below 2024 levels, they represented only 12.2% of total traffic across the three dining segments for the period.
Sacramento’s broader rise is also closely tied to the vitality of the city itself. The chart below shows that out-of-market visits – defined here as visits by people who neither live nor work in the city – rose 3.5% YoY over the past 6 months. This influx includes visitors from across the metro and beyond – and HHI data indicates that, on average, they tend to be more affluent than local residents.
These visitors are drawn to Sacramento’s concentration of independent restaurants, bars, retail, and cultural hubs, including its bustling Midtown neighborhood. And a growing calendar of major annual events, from Aftershock to Farm to Fork, is also helping to supercharge local tourism and cement the city’s regional appeal.
Bolstered by investments in major new semiconductor plants and medical centers, the Sacramento CBSA was recently ranked among LinkedIn’s 25 fastest-growing U.S. metro areas for jobs and new talent. And the region’s demographic breadth, strong retail and dining performance, and increasingly magnetic urban core position it for continued growth.
For more data-driven analyses of the trends shaping America’s cities follow Placer.ai/anchor.
Retail corridors have long been central to the holiday experience, offering festive spaces for shopping and intricate window displays to admire. But retail corridors can vary significantly – some cluster large global flagship stores, while others lean into smaller regional formats and boutique-style shops, creating a more lifestyle-oriented setting for spending time with friends and family.
We dove into the data for these two types of retail corridors to explore the foot traffic trends defining each space this holiday season.
Flagship-led corridors such as SoHo in New York City and Union Square in San Francisco typically see their visitation peak in December, when consumers come to browse elegant window displays, holiday lights, and seasonal attractions – often turning a shopping trip into a full outing with friends or family. Union Square’s towering Macy’s Christmas tree, outdoor ice rink, and “Winter Walk” draw crowds looking for a quintessential holiday atmosphere. And SoHo, home to numerous high-end flagship stores, remains one of Manhattan’s most sought-after luxury shopping districts during the holidays.
Both corridors have seen rising visits throughout 2025, suggesting that their December 2025 lifts could exceed last year’s levels.
However, retail corridors that center on boutiques, independent retailers, and lifestyle-oriented offerings rather than global luxury flagships – like Back Bay in Boston and South Congress Avenue in Austin – follow a different seasonal rhythm. Rather than peaking at year-end, visits to these districts spike earlier in the calendar.
Back Bay perhaps benefits from “Open Newbury,” the summer program that closes Newbury Street to vehicular traffic and turns the corridor into a pedestrian promenade, while South Congress sees heightened activity in the spring, before the Texas heat arrives. Both have also seen solid visit growth in 2025, indicating the potential for a healthy December – even if holiday foot traffic plays a smaller role in their overall annual performance compared to flagship-led districts.
As both flagship-led and lifestyle-driven corridors head into December with solid year-to-date momentum, high street retailers have a clear opportunity to capitalize on distinct seasonal strengths. Flagship districts should be prepared for an especially pronounced holiday surge, while lifestyle-oriented corridors can focus on converting growing spring and summer foot traffic bumps into sustained engagement year-round.
For more foot traffic insights, visit Placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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Traffic for manufacturing facilities included in the Placer.ai Manufacturing Index declined 3.5% year over year (YoY) in November 2025, indicating reduced operational intensity that may reflect fewer production shifts, lower output volumes, or scaled-back facility utilization. While part of the decline reflects calendar shifts – November 2025 contained one fewer working day than the prior year – the broader trend aligns with official data. The ISM Manufacturing PMI remained in contraction during the month, underscoring a subdued end to 2025 for the U.S. manufacturing sector.
But even as macro headwinds weighed on other parts of the economy – particularly goods production – e-commerce operators seem to be scaling capacity, expanding hiring, and investing in distribution efficiency. This momentum is reflected in visit gains to e-commerce fulfillment facilities nationwide, with November posting the strongest growth of 2025 at 6.6% YoY.
The consistent upward trajectory in foot traffic indicates that digital retail channels remain a key engine of economic activity, with robust consumer demand fueling the growth of fulfillment networks despite broader industrial softness. The steady gains through the fall in particular suggest that operators are expecting strong holiday demand and are well prepared to handle it.
The softness of the Industrial Index combined with the strength of the E-Commerce Distribution Index highlights a growing paradox: manufacturing activity is weakening even as consumer demand remains firm.
This divergence is likely due to a confluence of factors. Consumer spending may be flowing toward lower-cost online goods and everyday essentials rather than the higher-priced durable goods that drive factory output. Retailers may also be working through excess inventories and placing fewer new orders, while high interest rates make it more expensive for businesses to invest in equipment or expand production. Together, these dynamics point to a two-speed economy heading into 2026 – one powered by resilient consumption and digital commerce, while traditional production continues to recalibrate.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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.
Note: This report is based on an analysis of visitation patterns for regional and nationwide grocery chains and does not include single-location stores.
Grocery stores, superstores, and dollar stores all carry food products – and American consumers buy groceries at all three. But even in today’s crowded food retail environment, traditional grocery chains have a special role to play. With their primary focus on stocking a wide variety of fresh foods, these chains serve a critical function in offering consumers access to healthy options.
But visualizing the footprints of major grocery chains across the continental U.S. – alongside those of discount & dollar stores – shows that the geographical distribution of grocery chains remains uneven.
In some areas, including parts of the Northeast, Midwest, South Atlantic, and Pacific regions, grocery chains are plentiful. But in others – some with population centers large enough to feature a robust dollar store presence – they remain in short supply.
And though many superstore locations also provide a full array of grocery offerings, they, too, are often sparsely represented in areas with low concentrations of grocery chains.
For grocery chain operators seeking to expand, these underserved grocery markets can present a significant opportunity. And for civic stakeholders looking to broaden access to healthy food across communities, these areas highlight a policy challenge. For both groups, identifying underserved markets with significant untapped demand can be a critical first step in deciding where to focus grocery development initiatives.
This white paper dives into the location analytics to examine grocery store availability across the United States – and harnesses these insights to explore potential demand in some underserved markets. The report focuses on locations belonging to regional or nationwide grocery chains, rather than single-location stores.
Last year, grocery chains accounted for 43.4% of nationwide visits to food retailers – including grocery chains, superstores, and discount & dollar stores. But drilling down into the data for different areas of the country reveals striking regional variation – offering a glimpse into the variability of grocery store access throughout the U.S. In some states, grocery stores attract the majority of visit share to food retailers, while in others, dollar stores or superstores dominate the scene.
The ten states where residents were most likely to visit grocery chains in early 2024 – Oregon, Vermont, Washington, Massachusetts, California, Maryland, New Hampshire, Connecticut, New Jersey, and Rhode Island – were all on the East or West Coasts. In these states, as well as in Nevada and New York, grocery chain visits accounted for 50.0% or more of food retail visits between January and April 2024.
Meanwhile, residents of many West North Central and South Central states were much less likely to do their food shopping at grocery chains. In North Dakota, for example, grocery chain visits accounted for just 11.7% of visits to food retailers over the analyzed period. And in Mississippi, Oklahoma, and Arkansas, too, grocery stores drew less than 20.0% of the overall food retail foot traffic.
But low grocery store visit share does not necessarily indicate a lack of consumer interest or ability to support such stores. And in some of these underserved regions, existing grocery chains are seeing outsize visit growth – indicating growing demand for their offerings.
North Dakota, the state with the smallest share of visits going to grocery chains in early 2024, experienced a 9.1% year-over-year (YoY) increase in grocery visits during the same period – nearly double the nationwide baseline of 5.7%. Other states with low grocery visit share, including Nebraska, Arkansas, Alabama, Mississippi, and New Mexico, also experienced higher-than-average YoY grocery chain visit growth. This suggests significant untapped potential for grocery stores and a market that is hungry for more.
Alabama is one state where grocery chains accounted for a relatively small share of overall food retail foot traffic in early 2024 (just 28.9%) – but where YoY visit growth outperformed the nationwide average. And digging down even further into local grocery store visitation trends provides further evidence that at least in some places, low grocery visit share may be due to inadequate supply, rather than insufficient demand.
In Central Alabama, for example, many residents drive at least 10 miles to reach a local grocery chain. And several parts of the state, both rural and urban, feature clusters of grocery stores that draw customers from relatively far away.
But zooming in on YoY visitation data for local grocery chain locations shows that at least some of these areas likely harbor untapped demand. Take for example the Camden, Butler, Thomasville, and Gilbertown areas (circled in the map above). The Piggly Wiggly location in Butler, AL, drew 40.1% of visits from 10 or more miles away. The same store experienced a 23.3% YoY increase in visits in early 2024 – far above the statewide baseline of 6.6%. Meanwhile, the Super Foods location in Thomasville, AL, which drew 52.8% of visits from at least 10 miles away – experienced YoY visit growth of 12.3%. The Piggly Wiggly locations in Camden, AL and Gilbertown, AL saw similar trends.
At the same time, trade area analysis of the four locations reveals that the grocery stores had little to no trade area overlap during the analyzed period. Each store served specific areas, with minimal cannibalization among customer bases.
These metrics appear to highlight robust demand for grocery stores in the region – grocery visits are growing at a stronger rate than those in the overall state, people are willing to make the drive to these stores, and each one has little to no competition from the others.
While significant opportunity exists across the country, many communities still face considerable challenges in supporting large grocery stores. Though South Carolina has a significant number of grocery chain locations, for example, certain areas within the state have low access to food shopping opportunities. And one local government – Greenville County – is considering offering tax breaks to grocery stores that set up shop in the area, to improve local fresh food accessibility.
Placer.ai migration and visitation data shows that Greenville County is ripe for such initiatives: the county’s population grew by 4.8% over the past four years – with much of that increase a result of positive net migration. And YoY visits to Greenville County Grocery Stores have consistently outperformed state averages: In April 2024, grocery visits in the county grew by 6.1% YoY, while overall visits to grocery stores in South Carolina grew by 4.2%. This growth – both in terms of grocery visits and population – points to rising demand for grocery stores in Greenville County.
Analyzing the Greenville County grocery store trade areas with Spatial.ai’s FollowGraph dataset – which looks at the social media activity of a given audience – offers further insight into local grocery shoppers’ particular demand and preferences.
Consumers in Greenville-area grocery store trade areas, for example, are more likely to be interested in “Mid-Range Grocery Stores” (including brands like Aldi, Kroger, and Lidl) than residents of grocery store trade areas in the state as a whole. This metric provides further evidence of local demand for grocery chains – and offers a glimpse into the kinds of specific grocery offerings likely to succeed in the area.
Grocery stores remain essential services for many consumers, providing a place to pick up fresh produce, meat, and other healthy food options. And many areas in the country are ripe for expansion, with eager customer bases and growing demand. Identifying such areas with location analytics can help both grocery store operators and municipal stakeholders provide their communities and customer bases with an enhanced grocery shopping experience that caters to local preferences.
