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High food-away-from-home prices weighed on the dining sector in 2023. But affordable indulgences were the name of the game – and for plenty of people, their daily caffeine fix remained non-negotiable.
So with the new year gathering steam, we dove into the data to explore consumer trends impacting Starbucks and Dunkin’ in 2023. What were the biggest days of the year for the two chains? And who were the java enthusiasts driving visits to the two chains last year?
The first Friday of every June is National Donut Day, an event first kicked off by the Salvation Army in the 1930’s to honor folks that served doughnuts to soldiers during the First World War. Every year, Dunkin’ marks the occasion with – you guessed it – free doughnuts, and this year wasn’t any different. On June 2, 2023, Dunkin’ fans were invited to snag a delicious free treat with the purchase of any beverage, and customers turned out in droves.
The day turned out to be the busiest one of the year, with Dunkin’ locations seeing a 49.4% increase in foot traffic compared to the chain’s 2023 daily average. And after a couple of years when the occasion garnered somewhat less turnout, National Donut Day appears to be very much on track to regain its pre-COVID glory (The last time National Donut Day was the busiest day of the year was in 2019). Friends, it seems, really don't let friends miss out on free doughnuts.
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Like many restaurant and coffee chains, Starbucks tends to be busiest on Saturdays. And in 2023, the popular coffee chain drew its biggest crowds on November 4th – the first Saturday after the launch of the eagerly-anticipated holiday menu. With mouth-watering offerings like Chestnut Praline Latte and Iced Gingerbread Oatmeal Chai, it’s no wonder customers can’t wait to indulge – especially when they can top off their drink with a Snowman Cookie or a Peppermint Brownie Cake Pop. (Luckily, the menu launch comes before those pesky new year’s resolutions.)
Starbucks’ second-busiest day of the year in 2023 was Black Friday (November 24th), as shoppers sought a quick way to fuel up or get a caffeine boost while they hit the stores. And the chain’s third-busiest day of the year was August 26th – the first Saturday after the annual release of Starbucks’ calendar-owning Pumpkin Spice Latte, a tradition that never fails to drive excitement – and foot traffic.
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But who were the customers that fueled Starbucks’ and Dunkin’s foot traffic in 2023? Analyzing the two chains’ captured markets with psychographics from Spatial.ai shows that while each of them attracted a somewhat different audience, they both drew diverse crowds throughout the year.
Starbucks, which features a cozy ambiance that encourages people to stay a while, has emerged as a popular WFH spot – and is more likely than Dunkin’ to be frequented by Young Professionals. The doughnut leader, on the other hand, boasts a to-go vibe, and draws greater shares of Suburban Boomers and Rural High-Income customers. Still, the data shows that coffee consumption is far from a zero-sum game, and in 2023, both chains attracted healthy shares of each of the analyzed segments.
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In addition, while Starbucks customers tend to hail from more affluent areas than Dunkin’ fans, the median household income (HHI) of each chain’s customer base varied considerably by region last year – as did the extent of the HHI gap between the two chains.
Starbucks’ most affluent customer base was in New England, where the median HHI of its captured market stood at $90.7K – a significant 19.2% higher than that of Dunkin’s ($75.8K). But in the Pacific region, including California, Dunkin’s captured market had a median HHI of $83.2K, just 2.1% lower than that of Starbucks.
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“Coffee, coffee, coffee!” may be a bit from Gilmore Girls, but it’s also a way of life for millions of Americans. And location data shows that in 2023, there was plenty of love to go around for coffee leaders like Starbucks and Dunkin’.
How will National Donut Day and Starbucks’ holiday menu play out in 2024? And what does the new year have in store for the coffee space more generally?
Follow Placer.ai’s data-driven analyses to find out.
In the spring of 2023, the surgeon general released an alarming report about the epidemic of loneliness in the US, which has negative implications on our physical, social, and emotional health such as “a 29% increased risk of heart disease, a 32% increased risk of stroke, and a 50% increased risk of developing dementia for older adults. Additionally, lacking social connection increases risk of premature death by more than 60%.” Among his six recommendations to combat this, the number one idea was to “Strengthen Social Infrastructure: Connections are not just influenced by individual interactions, but by the physical elements of a community (parks, libraries, playgrounds) and the programs and policies in place. To strengthen social infrastructure, communities must design environments that promote connection, establish and scale community connection programs, and invest in institutions that bring people together.” We’ve written at length about how malls are becoming one of the old-but-new gathering places for Gen Z and how pickleball is a new craze that has been bringing people together. Let’s take a look now at how some parks and recreation centers serve their communities as well as the vision for one mall redeveloper, who held town halls and numerous local meetings in order to understand the needs of the community.
First up is Brooklyn Bridge Park. This 85- acre park resides on the Brooklyn side of the East River in New York City. It has revitalized 1.3 miles of Brooklyn’s post-industrial waterfront. Among its many offerings are playgrounds, athletic fields, a roller-skating rink, fitness equipment, kayak and canoe launch sites, and basketball, bocce, handball, and beach volleyball courts.
There’s certainly a seasonal element to park visitation, with visits increasing into the spring and peaking in the summer.
Late afternoon into the evening tends to be when most people visit the park.
It appears most visitors enjoy their park outing with hamburgers, some shopping, pizza, and ice cream with Shake Shack the top destination before and after visiting.
While Educated Urbanites and Young Urban Singles make up the majority of segments, the park attracts a broad range of additional segments, ranging from Ultra Wealthy Families to Urban Low Income. Another fun fact about this park is that it is financially self-sustaining, due to the fact that 10% of the parkland was set aside for development, which sustains 90% of the park’s operating budget.
Speaking of Brooklyn, we now turn our attention to a Dallas-based developer, Peter Brodsky, who originally hails from Brooklyn. He purchased the Redbird Mall in South Dallas in 2015 and incorporated much community feedback to understand what the residents in the area wanted, such as jobs, health care, grocers, restaurants, and a Starbucks. It’s currently under development as The Shops at RedBird, and incorporating trends we’ve highlighted in previous Anchor articles, such as mixed-use, with a new apartment complex on the grounds of an ex-parking lot; a Courtyard Marriott hotel to follow; two health care providers--Parkland and UT Southwestern-- taking over Dillard’s and Sears further reinforcing our bullishness on malls and healthcare; and on the second floor a call center operator that employs two thousand workers with plans for more. Below, we show a birds-eye view plan for this exciting new development. Plus, there is a one-acre lawn for community events.
Like almost all malls, these shops saw a dip during the pandemic, but since then traffic has perked up.
When we look at year-over-year change from the surrounding zip codes, we see a fair amount of growth coming from the south and the farther western direction.
Using Jan 1, 2023 as a baseline, the overall shopping center as well as some of the major tenants like Starbucks, Burlington, and Foot Locker show a positive trend.
In fact, among all the Starbucks stores that Placer tracks, this Starbucks location at Redbird ranks #5 in traffic for the year 2023.
In more exciting news, there are also plans for a Tom Thumb grocery to open up at this shopping center. We will keep an eye on this development for sure as more tenants and office/residence/hospitality opens up.
The past four years have each taken on their own identities for consumers, retailers, and commercial real estate companies. 2020 was obviously the pandemic year, where consumers had to quickly change behaviors and retailers were forced to make drastic changes in their business models to keep up. With such drastic changes in 2020, 2021 became a year where many retailers and commercial real estate companies made structural changes in their operating models, adopting new store sizes or formats or evolving their tenant mix. 2022 got off to a rocky start with COVID variants and inflationary pressures, but eventually, we saw a reopening that led to a shift away from physical goods to experiences that has largely continued through today. And while inflation defined much of 2023, we also think consumers' focus on events, value, and uniqueness also explains consumer behavior.
Heading into the year, there was hope that 2024 would be our first “normal” year in some time, but three weeks in, we’re already seeing evidence that weather may be end up being a more pronounced story. Storms across the Midwest (for the week ending Jan. 15) and Southeast (during the week ended Jan. 22) have already had a significant impact on visitation trends across many retail categories. Below, we’ve used data from Placer’s Industry Trends report to examine year-over-year visit trends for chains across all major retail categories to start the year.
For the week ended Jan. 8, visits decreased -8.6% nationwide across all categories and a relatively small variance range across states (ranging from double-digit declines across much of the Northeast to low-single-digit decline in the upper Midwest).
We start to see the impact of the snowstorms that hit the Midwest U.S. during the week ended Jan. 15, with Nebraska and Iowa seeing an almost 30% decrease in visitors year-over-year, and many other surrounding states seeing a 20% decrease in visits.
For the week ended Jan. 22, the Southeast U.S. was more heavily impacted, including a -32% decrease in retail visits in Tennessee, a -22% decline in Mississippi, and mid-to-high teens declines in Arkansas, Kentucky, Alabama, and West Virginia. Texas saw a -14% decline in visits that week.
Which categories were hit hardest by these weather trends? Consumer electronics–which had a strong Black Friday and solid holiday period (which we discuss in the economics section below)–saw mid-to-high teen declines in visits throughout January, although the category is lapping some tougher comparisons with many retailers shedding excess inventory in the year ago period (this is also true for office supplies). After that, we see the greatest impact in a few more weather-sensitive categories like home improvement (mid-teens declines in visits) and restaurants (the QSR/Fast Casual and full-service restaurant categories both saw double-digit declines in visits as the month progressed).
We expect weather will be a key topic as retailers and restaurants begin to report their full-year 2023 results and provide 2024 outlooks over the next month. Historically, inclement weather is something that doesn’t have a major impact on consumer demand for products and services (it usually just delays these purchases), but it is possible that those chains that have outsized exposure to the affected regions may temper their expectations for the year.
CVS and Walgreens are the two leading brick-and-mortar pharmacy chains, controlling together over 40% of the U.S. prescription drug market. And although the companies have been rightsizing their physical footprint over the past couple of years, CVS and Walgreens together still operate over 18,000 locations throughout the country.
And while the two chains may sometimes appear interchangeable, diving into the demographic differences between CVS and Walgreens’ trade areas indicates that each brand serves a slightly different audience.
A chain’s potential market looks at the Census Block Groups – CBGs – where visitors to a chain come from, weighted according to the population of each CBG. And since both CVS and Walgreens operate in all 50 states and often have locations in the same town or city, the makeup of the two chains’ potential market trade area is remarkably similar – indicating that both chains have the potential to reach the same types of households.
But diving into the captured market (the trade area of each chain weighted according to the actual number of visits from each CBG) reveals a major difference in trade area median household income (HHI). Although both chains have the potential to attract visitors with a median HHI of around $70.0K, visitors to CVS come from CBGs with a median HHI of $76K – meaning that visitors to CVS tend to come from the more affluent neighborhoods within CVS’s potential trade area. Walgreens visitors, on the other hand, come from CBGs with a median HHI of $67.5K, which is lower than the median HHI in the brand’s potential market, and indicates that Walgreens visitors tend to come from the less affluent neighborhood within the company’s trade area.
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The two pharmacy leaders also seem to attract different shares of singles and families, although the differences are not as pronounced as the differences in median HHI.
CVS and Walgreens have equal shares of one-person & non-family households in their trade areas, but the share of this segment in Walgreens’ captured market is slightly larger than in CVS’ captured market. Still, for both brands, one-person and non-family households are slightly underrepresented in the captured market relative to the potential market, indicating that singles across the board are perhaps slightly less likely to visit brick-and-mortar pharmacy chains.
On the other hand, both CVS and Walgreens had more families (households with four or more children) in their captured market than in their potential market – although the share of this segment in CVS’ captured market was slightly higher than in Walgreens’.
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CVS’ relative popularity with family segments also comes through when looking at the psychographic makeup of its trade area. When compared to Walgreens, CVS’s captured market included larger shares of three out of four family-oriented segments analyzed by the Spatial.ai: PersonaLive dataset – Ultra Wealthy Families, Wealthy Suburban Families, and Near-Urban Diverse Families. Walgreens’ captured market did include larger shares of Upper Suburban Diverse Families, but the difference was minimal – 9.8% for Walgreens compared to 9.5% for CVS.
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CVS and Walgreens carry a very similar product selection, and the two chains’ nearly identical potential trade area makeup indicates that both brands’ locations have the potential to reach the same types of customers. But diving into CVS and Walgreens’ captured market reveals some differences between the two chains’ audiences – CVS tends to attract more affluent visitors, while Walgreens seems slightly more popular among singles.
For more data-driven retail insights, visit placer.ai/blog.
From high prices to changing workplace attire (yes, soft pants are most definitely still a thing) – the fashion industry faced plenty of headwinds in 2023. But some segments, like off-price and thrift stores, reaped the benefits of trading down by consumers. And the category as a whole enjoyed a robust holiday season, helping to drive record holiday sales.
So with 2024 getting underway, we dove into the data to explore the evolving relationship between three major segments that comprise the fashion industry: non-off-price apparel chains, off-price retailers (such as T.J. Maxx, Marshalls, Ross Dress for Less, and Burlington), and thrift shops.* Which segment drew the most foot traffic in 2023? And how have the demographic profiles of visitors to the three sub-categories shifted in recent years?
*Analysis includes major thrift shop chains, including Goodwill, the Salvation Army, Buffalo Exchange, Plato’s Closet, and others.
Last year saw an acceleration of the redistribution of foot traffic between non-off-price apparel retailers, off-price apparel chains, and thrift shops – a trend which began even before COVID. Back in 2017, non-off-price apparel stores accounted for just over 50% of visits to these three segments – but in the years since, the sub-category’s visit share dwindled to 38.9%. Over the same period, off–price-apparel chains grew their visit share by 8.1 percentage points, from 39.3% to 47.4%, and the share of visits to thrift shops increased by 3.2%.
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Unsurprisingly, non-off-price apparel chains have traditionally attracted more affluent consumers than either off-price retailers or thrift stores. And throughout the analyzed period, the captured market of non-off-price apparel retailers continued to feature a median household income (HHI) that was significantly higher than the nationwide baseline, while the captured markets of off-price chains and thrift stores featured median HHIs below the nationwide median.
But the three segments were impacted differently by shifts in consumer behavior in the wake of the pandemic. In early 2020, all three sub-categories experienced significant dips in the affluence of their captured markets. But while thrift shops saw an immediate HHI rebound, non-off-price apparel chains – and even more so off-price retailers – have yet to see the affluence of their visitor bases return to 2019 levels.
Foot traffic data also reveals an interesting divide in the household composition of visitors to the three segments: While the income profiles of off-price apparel shoppers are more akin to those of thrifters, their household composition is closer to that of visitors to non-off-price apparel stores.
The potential markets of all three categories, for example, featured similar shares of one-person households in 2023. But their captured markets were quite different – with singles over-represented for thrift stores, and under-represented for off-price and non-off-price apparel stores. This indicates that thrifters hail disproportionately from Census Block Groups (CBGs) that feature higher-than-average shares of one-person households. And visitors to off-price and non-off-price retailers come from the CBGs within the trade areas of these chains that feature smaller-than-expected concentrations of one-person households. Given the special appeal thrift shops carry for demographics like college students, it may come as no surprise that singles are among their best customers.
For families with children, on the other hand, more traditional apparel retailers hold sway: Visitors to off-price and non-off-price apparel stores were more likely to come from areas with higher concentrations of families with children in 2023, while thrifters were more likely to come from areas with smaller ones.
Economic headwinds and evolving consumer preferences have left their mark on the shifting relationship between different sub-categories within the fashion industry. But what does 2024 have in store for the sector? Will cooling inflation and rebounding consumer confidence lead to an increase in visit share for non-off-price favorites? And will more parental households make the pivot to thrift stores?
Follow Placer.ai’s data-driven retail analyses to find out.
2023 was a challenging year for many restaurant operators as persistent inflation caused many would-be diners to rethink going out for a bite to eat. Today, we take a closer look at three fast-food and fast-casual dining chains – McDonald’s, Chipotle, and Panda Express – to see what – and who – is driving visits to these restaurants.
McDonald’s, Chipotle, and Panda Express each boast thousands of locations across the country. And a closer look at the three chains’ trade areas, analyzed using the STI: Popstats dataset, reveals differences in visitors across each dining chain. The median household income (HHI) of the three chains’ trade areas differed both on a nationwide average basis and when diving into individual states.
Chipotle consistently drew in visitors coming from higher-income trade areas – its nationwide median HHI stood at $75.9K/year. In contrast, Panda Express’ trade area had nationwide median HHIs of $68.2K/year, and McDonald’s, known for its affordability, had a trade area median $61.2K/year, respectively. And these trends persisted across all analyzed states, including New York, Texas, Arizona, North Carolina, and Florida, with Chipotle drawing visitors from the highest-income areas, followed by Panda Express and then McDonald’s.
The past few years have seen consumers shifting their dining patterns as the pandemic with its more flexible schedules and drop in office attendance led many to adjust when, and where, they went out to eat. And though some pre-COVID habits have now returned, other consumer behaviors have proved to be stickier.
For example, McDonald’s saw a significant drop in its share of early morning and lunch visits between 2019 and 2021, likely a result of fewer workers heading into the office and grabbing a coffee or Big Mac for a pick-me-up. But 2023 saw breakfast visits ticking back up, growing from 15.9% to 16.7% YoY, perhaps driven by a gradual return to in-person work.
Meanwhile, Panda Express, which also saw lunchtime visits drop in 2021 – but visits between 11:00 AM and 2:00 PM have steadily increased since and almost reached pre-pandemic levels in 2023. Midday visits also increased while dinnertime (7 PM to 10 PM) visits decreased slightly – perhaps thanks to the chain’s recent focus on building out its to-go options, which allows customers to pick up dinner on their way home instead of heading out to dine on-premises.
Like the other two chains, Chipotle also experienced a decline in lunchtime visits in 2021 – but unlike Panda Express, the lunchtime rush at Chipotle has yet to return in full force, with the share of visits between 11 AM and 2 PM just 36.2% in 2023 compared to 40.0% in 2019. At the same time, mid-afternoon (3 PM to 6 PM) visits picked up, which may be due to the chain’s relatively high prices compared to the other two chains leading some consumers to stick with lower-cost afternoon snacks instead of full meals. And evening visits have also increased since COVID, perhaps driven by the wider QSR trend towards more late-night visits and by some consumers choosing to visit Chipotle for their main meal of the day instead of splurging on an on-the-go lunch.
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McDonald’s, Chipotle, and Panda Express have managed to find their own niche within the crowded and competitive world of quick-service and fast-casual dining. Will their success continue into 2024?
Visit placer.ai/blog to find out.
1. AI is raising the bar for physical retail as shoppers arrive more informed, more intentional, and less tolerant of friction – though the impact varies by category and format.
2. As discovery shifts upstream, stores increasingly serve as confirmation rather than discovery points where shoppers validate decisions through hands-on experience and expert guidance.
3. AI-based tools can improve in-store performance by removing operational friction – shortening trips in efficiency-led formats and supporting deeper engagement in experience-led ones.
4. By embedding expertise directly into frontline workflows, AI helps retailers deliver consistent, high-quality service despite high turnover and limited training windows.
5. AI enables precise, location-specific marketing and execution, allowing retailers of any size to align assortments, staffing, and messaging with real local demand.
6. Retailers can also use AI to manage their store fleets with greater discipline and understand where to expand, where to avoid cannibalization, and where to rightsize based on observed demand rather than static assumptions.
7. AI is not a universal lever in physical retail; its value depends on the store format, and in discovery-driven models it should support operations behind the scenes rather than reshape the customer experience.
Physical retail has faced repeated claims of obsolescence, from the rise of e-commerce to the shock of COVID. Each time, analysts predicted a structural decline in brick-and-mortar. And each time, physical retail adapted.
AI has triggered a similar round of predictions. Much of the current discussion frames retail’s future as a binary outcome: either stores become heavily automated, or e-commerce becomes so optimized that physical locations lose relevance altogether.
But past disruptions point in a different direction. E-commerce changed how physical retail operated by raising expectations for omnichannel integration, speed, and clarity of purpose. Retailers that adjusted store formats, merchandising, and operations accordingly went on to drive sustained growth.
AI likely represents another inflection point for physical retail. As shoppers arrive with more information, clearer intent, and even less tolerance for friction than in the age of "old-fashioned" e-commerce, physical stores will remain – but the standards they are held to continue to rise.
This report presents four ways retailers are using AI to get – and stay – ahead as physical retail adapts to this next wave of disruption.
E-commerce moved discovery earlier in the shopping journey. Instead of beginning the process in-store, many shoppers now arrive at brick-and-mortar locations after having deeply researched products, comparing options, and narrowing choices online – entering the store to validate rather than initiate their purchasing decision.
AI-powered shopping accelerates this pattern. Conversational assistants, recommendation engines, and AI-driven discovery across search and social reduce the time and effort required to evaluate options – and this shift is changing consumers' expectations around the in-store experience.
Apple shows what it looks like when a physical store is built for well-informed shoppers. Given the prevalence of AI-powered search and assistants in high-consideration categories like consumer electronics, Apple customers likely arrive at the Apple Store with more preferences already shaped by AI-assisted research than other retail categories.
Apple Stores were designed for this kind of customer long before AI became widespread. The layout puts working products directly in customers’ hands, merchandising emphasizes live use over promotional signage, and associates are trained to answer detailed technical questions rather than walk shoppers through basic options.
That alignment is showing up in store behavior. Even as AI-powered shopping expands, Apple Stores continue to see rising foot traffic and longer visits thanks to the store's specific and curated role in the customer journey – a place where customers confirm decisions through hands-on experience and expert guidance.
Some applications of AI extend trends that e-commerce has already introduced. Others address operational challenges that previously required manual coordination or tradeoffs.
AI can reduce friction and make store visits more predictable by improving staffing allocation, reducing checkout delays, optimizing inventory placement, and managing traffic flow. These changes reduce friction without altering the visible customer experience.
Sam's Club offers a clear, recent example of AI solving a specific in-store bottleneck. For years, customers completed checkout only to face a second line at the exit, where an employee manually scanned paper receipts and spot-checked carts.
In early 2024, Sam’s Club introduced computer vision-powered exit gates, allowing customers to exit the store without stopping as AI algorithms instantly captured images of the items in their carts and matched them against digital purchase data. Employees previously tasked with receipt checks could now shift their focus to member assistance and in-store support.
The impact was measurable. Sam’s Club reported that customers now exit stores 23% faster than under manual receipt checks, a result confirmed by a sustained nationwide decline in average dwell time. During the same period, in-store traffic increased 3.3% year-over-year – demonstrating how removing friction with AI can deliver tangible gains.
AI optimizes stores for different outcomes. At Sam’s Club, it shortens visits by removing friction from task-driven trips. At Apple, upstream research leads to longer visits focused on testing, questions, and decision validation. In both cases, AI aligns store execution with shopper intent – prioritizing speed and throughput in efficiency-led formats and deeper engagement in experience-led ones.
Beyond shaping store roles and streamlining operations, AI can also address a long-standing challenge in physical retail: delivering consistent, high-quality expertise on the sales floor despite high turnover and seasonal staffing. In the past, retailers relied on heavy training investments that often failed to pay off. AI can now embed that expertise directly into frontline workflows, allowing associates to deliver confident, informed service regardless of tenure and strengthening the in-store experience at scale.
In May 2025, Lowe’s rolled out a major in-store AI enhancement called Mylow Companion, an AI-powered assistant that equips frontline staff with real-time, expert support on product details, home improvement projects, inventory, and customer questions.
Mylow Companion is embedded directly into associates’ handheld devices, delivering instant guidance through natural, conversational interactions, including voice-to-text. This enables even newly hired employees to provide confident, expert-level advice from day one, while helping experienced associates upsell and cross-sell more effectively. The tool complements Mylow, a customer-facing AI advisor launched the same year to help shoppers plan projects and discover the right products, leading to increased customer satisfaction.
While AI alone cannot solve demand challenges—especially amid macroeconomic pressure on large-ticket discretionary spending—early signals suggest it may still play a meaningful role. Location analytics indicate narrowing year-over-year visit gaps at Lowe’s post-deployment, pointing to a potentially improved in-store experience. And Home Depot’s recent announcement of agentic AI tools developed with Google Cloud suggests that these technologies are becoming table stakes in this category.
As more retailers roll out similar capabilities, those that moved earlier are better positioned to help set the bar – and benefit as the market adapts.
Beyond improving the in-store experience, AI also gives retailers a powerful way to drive foot traffic through precision marketing. By processing large volumes of behavioral, location, and timing data, AI can help retailers decide who to reach, when to engage them, where to activate, and what message or assortment will resonate – shifting marketing from broad seasonal pushes to campaigns grounded in local demand.
Target offers an early example of this approach before AI became widespread. Stores near college campuses have long tailored assortments and messaging around the academic calendar, especially during the back-to-school season. In August, these locations emphasize dorm essentials, compact storage, bedding, tech accessories, and affordable décor – supported by campaigns aimed at students and parents preparing for move-in. That localized approach has been effective in driving in-store traffic to Target stores near college campuses, with these venues seeing consistent visit spikes every August and outperforming the national average across multiple back-to-school seasons from 2023 to 2025.
AI makes local execution repeatable at scale. By analyzing visit patterns, past performance, and timing signals across thousands of locations, retailers can decide which products to promote, how to staff stores, and when to run campaigns at each location. Marketing, merchandising, and store operations then act on the same demand signals instead of separate assumptions.
Crucially, AI makes this level of localization accessible to retailers of all sizes. What once required the resources and institutional knowledge of a big-box giant can now be achieved through precision marketing and demand forecasting tools, allowing brands to adapt each store’s messaging, assortment, and execution to the unique rhythms of its community.
Beyond improving performance at individual stores, AI can also give retailers a clearer view of how their entire store fleet is working – and where it should grow, contract, or change. By analyzing foot traffic patterns, trade areas, customer overlap, and visit frequency across locations, AI helps retailers identify which sites are truly reaching their target audiences and which are underperforming relative to local demand.
AI also plays a critical role in smarter expansion. Retailers can use it to identify markets and neighborhoods where demand is growing, customer overlap is low, and incremental visits are likely – reducing the risk of cannibalization when opening new stores. By modeling how shoppers move between existing locations, AI can flag when a proposed site will attract new customers versus simply shifting traffic from nearby stores, grounding expansion decisions in observed behavior rather than demographic proxies or intuition alone.
Equally important, AI helps retailers recognize when expansion no longer makes sense. By tracking total fleet traffic, visit growth, and trade-area saturation, retailers can assess whether new stores are adding net demand or diluting performance. The same signals can identify locations where demand has structurally declined, informing rightsizing decisions and store closures. In this way, AI supports a more disciplined approach to physical retail – one that treats the store fleet as a dynamic system to be optimized over time, rather than a footprint that only grows.
The impact of AI on physical retail will vary significantly by category and format. Not every successful store experience is built around efficiency, prediction, or pre-qualification. Retailers with clearly differentiated offline value don’t necessarily benefit from forcing AI into customer-facing experiences that dilute what makes their stores work.
“Treasure hunt” formats are a clear example. Off-price retailers like TJ Maxx, Marshalls, Ross, and Burlington continue to drive strong traffic by offering unpredictability, scarcity, and discovery that cannot be replicated – or meaningfully enhanced – through AI-driven search or recommendation. The appeal lies precisely in not knowing what you’ll find. For these retailers, heavy investment in AI-led personalization or pre-shopping guidance risks undermining the core experience rather than improving it.
Similar dynamics apply in other categories. Independent boutiques, vintage stores, resale shops, and certain specialty retailers succeed by offering curation, serendipity, and human taste rather than optimization. In these cases, AI may still play a role behind the scenes – supporting inventory planning, pricing, or site selection – but it should not reshape the customer-facing experience. AI is most valuable when it reinforces a retailer’s existing value proposition. Formats built around discovery, surprise, or experiential browsing should protect those strengths, even as other parts of the retail landscape move toward greater efficiency and intent-driven shopping.
AI is forcing physical retail to evolve with intention. By creating a supportive environment for customers who arrive with made-up minds, removing friction inside the store, offering the best in-store services, and orchestrating demand with greater precision, retailers are adapting to the new world standards set by AI. All five strategies focus on aligning stores with shopper intent – what customers want, how the store supports it, and when the interaction happens.
The retailers that win in this next era won’t be the ones that use AI to simply automate what already exists. They’ll be the ones that use it to sharpen the role of physical retail – turning stores into places that help shoppers validate decisions, deliver value beyond convenience, and show up at exactly the right moment in a customer’s journey.
In the age of AI, physical retail wins by becoming more intentional – designed around informed shoppers, optimized for the right outcome in each format, and activated at moments when demand is real.
If 2025 proved anything, it’s that the American consumer hasn’t stopped spending – they’ve just become incredibly selective about who earns their dollar. As we look toward 2026, success isn't just about weathering headwinds; it's about identifying the specific operational levers that drive traffic.
We analyzed the data to identify ten retail and dining standouts (presented in no particular order) that are especially well-positioned for the year ahead. From grocery icons mastering hyper-authenticity to fitness challengers proving that low price doesn't mean low quality, these companies have demonstrated a powerful understanding of their audience and the operational agility to meet them where they are.
Here – in no particular order – are the brands setting the pace for 2026.
When we pick retailers for our Ten Top list, there are some that rest on the edgier side and others that look fairly down the middle. Picking H-E-B, a grocer that has seen monthly visits up year over year (YoY) for all but one month since April of 2021, is clearly not one of the bolder claims. But consistent success shouldn’t preclude a retailer from receiving its well deserved kudos, and there are some unique reasons that H-E-B specifically needs to be included this year.
H-E-B exemplifies the single most important trend in retail: the need for a brand to have authenticity and a clear reason for being. The retailer understands its audience, and as a result, it’s able to optimize its merchandising, promotions, and experience to best serve that loyal customer base. This pops in the data when we see the loyalty H-E-B commands, especially when compared to the grocery average.
In addition, the chain has also embraced adjacent innovation, leveraging its existing fleet by adding True Texas BBQ to a growing number of locations. The offering not only helps maximize the revenue potential of each visit, it taps into the core identity of the brand, further deepening customer connection and authenticity. The strategy also signals H-E-B’s understanding of emerging consumer behaviors – particularly the increase in shoppers turning to grocery stores for affordable, restaurant-quality lunches. And this combination of expanding revenue channels while heightening H-E-B’s uniqueness should also carry over into the value and impact of its retail media network.
In short, H-E-B has not only identified a critical route to success, it continues to embrace channels that widen revenue potential while doubling down on foundational strengths.
In 2024, Michaels held nearly 32.0% of overall visit share among the top four retailers in the wider crafts and hobby space. By the second half of 2025, that number had skyrocketed to just over 40.0% – driven largely by the closures of key competitors JoAnn Fabrics and Party City.
And it isn’t just that the removal of competitors is increasing the share of overall visits; the rate of capture appears to be accelerating. In Q2 2025, visits rose 7.3% YoY as Michaels began absorbing traffic from Party City, which closed the bulk of its locations by March. Growth strengthened further in Q3, with visits up 13.1% YoY following the completion of JoAnn’s shutdown in May. But during the all-important Q4, traffic surged even higher YoY, suggesting that that consolidation alone doesn’t fully explain the gains.
While the tailwinds of competitor closures clearly help, there are other strategies that are helping the retailer maximize this wave. Whether it be NFL partnerships to boost the retailer’s Sunday role in American households, a push into the framing space with 10-minute custom framing, the addition of JoAnn’s branded merchandise to its offerings, or even a challenge to Etsy’s online dominance with a new marketplace – Michaels is making moves to take full advantage of their improved positioning. There is also an argument to be made that Michaels is the retailer best poised to benefit from the segment’s consolidation, given that it is also the most oriented to a higher income consumer among top players in the category. This could help unlock other more focused concepts and promotions, and better align with an audience now looking for a retail replacement.
Walmart is the dominant player in physical retail.
And they leverage this position to push forward new offerings that extend revenue potential while maximizing per-store impact. They are a pioneer in the retail media space and have been using their unique reach to push that side of the business forward. Add to that the fact that they have been among the savviest players in all of retail in identifying the ideal approach to omnichannel, utilizing their massive physical footprint to improve their reach via BOPIS and store-fulfilled e-commerce.
All good reasons for inclusion, right?
But, here’s the kicker - from a pure visit perspective, things are going from good to better. Between January and September 2025, Walmart visits were essentially flat year over year – a good position for a retailer with such a massive reach and such strength shown in recent years. Yet, since October, visits have actually been on the rise, with Q4 2025 showing a 2.5% YoY traffic increase and several weeks exceeding 4.0% YoY.
A retail giant with even more potential growth than we might have expected – and one that’s pushing the very strategies we believe are the key to future success? That’s certainly a reason for inclusion.
Including a department store again on this year’s list? It seems counterintuitive to many of the narratives that ran through 2025, especially as middle-class consumers continue to be squeezed financially. However, Dillard’s still appears to be an exception to the rule, with performance more closely aligned to that of luxury department store brands like Bloomingdales & Nordstrom than to its true competitive set.
In 2025, visitation to Dillard’s was essentially flat YoY – though the chain has consistently outperformed the wider department store category. Dillard’s stands at a unique point somewhere between a mid-tier and luxury department store, and that distinction may be its secret to success. The retailer continues to wow with strong private label offerings that rival and often exceed national brands, a diverse merchandise mix, and locations that often benefit from indoor mall traffic trends.
While Dillard’s lags behind the wider department store category, for example, in terms of repeat visitation and the share of wealthy visitors, these factors may actually create an advantage. Efforts by Dillard's to refresh its product mix through limited-edition capsule collections and new brand launches may be helping it attract a steady inflow of economically diverse new shoppers. And the ability to continually win over new segments without alienating a “core customer” could be a strength amid economic headwinds and waning consumer sentiment.
At the same time, a more diverse visitor profile means that Dillard’s can truly be the department store for many consumers, with a product range that strikes a chord with different shopper segments.
Department stores truly aren’t dead, and those who have found their reason to exist continue to garner attention with shoppers.
If the retail industry had a symbol for 2025, it was probably Labubu. The toy-and-collectible-turned–bag charm took consumers by storm in the second quarter of the year, and POP MART – the retailer responsible for bringing Labubus stateside – quickly became an overnight sensation. Visits to the chain surged over the summer at the height of the craze, while trade areas expanded as customers traveled significant distances to get their hands on a doll.
And although the frenzy cooled somewhat in early fall, visits to POP MART locations like the one in Tulalip, WA began trending upward once again in November 2025 as the holiday season approached, surging even higher in December. Trade area size also increased dramatically during the holiday shopping period, as consumers rushed to get their hands on the chain’s coveted line of festive blind boxes.
As demonstrated by the recent Starbucks Bearista craze, consumers are all-in on cool collectible items that make life more fun – a trend POP MART, strategically located in high-traffic malls popular with younger shoppers, is uniquely positioned to ride. During times of economic uncertainty, consumers crave small ways to indulge, and affordable collectibles that are cute, cuddly, and fun have worked their way into the American zeitgeist.
So, what is next for POP MART? Can it continue to sustain its momentum? It seems likely that Labubus are here to stay, at least for a little while longer, before the retailer hopefully strikes it big with the next “must have”.
When all is said and done, 2021-2025 will likely be viewed as a pivotal turning point for the U.S. coffee industry. As the country recovered from the pandemic, consumer interaction with coffee brands fundamentally shifted. With more employees working from home – bypassing the traditional pre-work coffee run – visit trends migrated to later in the morning and afternoon. Meanwhile, industry-wide dwell times shortened as consumers renewed their focus on convenience.
This move away from the sit-down café experience placed significant pressure on industry leaders, accelerating the shift toward drive-thru and mobile order-and-pay options. This moment of friction also created space for drive-thru-centric challengers like Dutch Bros, which rapidly expanded on the strength of speed and menu innovation.
Among these challengers, 7 Brew stands out as a fast-rising powerhouse heading into 2026. Expanding outward from its Arkansas roots, 7 Brew has been strategic about market entry and site selection for its unique double-drive-thru format. And with a concept that resonates with younger demographics and a footprint adaptable to various geographies, the coffee chain has become a go-to destination for rural and small-town communities, while also maintaining solid reach among more traditional coffee segments like wealthy suburbanites and urban singles. Thanks in part to this broad appeal, 7 Brew is well-positioned for future growth, even as it faces stiffer competition in new markets.
It is no secret that most of the growth in the QSR space over the past two decades has been driven by chicken concepts. Chick-fil-A, rising from a regional chain to a national player throughout the late 1990s and 2000s, was the first to disrupt the burger’s stranglehold on QSR. Raising Cane’s followed in the 2010s with a model built on menu simplicity and operational excellence, earning its place as one of the largest chains in the category. More recently, hot chicken has emerged as one of the fastest-growing segments – and Dave’s Hot Chicken is leading the charge.
No single factor accounts for Dave’s growth from a lone unit in Los Angeles to over 350 units today. Certainly, a wide assortment of sauces and flavor profiles has resonated with U.S. consumers who are increasingly seeking spicier products, while Dave’s 'rebel' brand positioning has successfully attracted younger audiences. And at a time when many QSR and fast-casual chains are abandoning urban locations in favor of suburban markets, Dave’s Hot Chicken continues to open predominantly in urban settings – a strategy that may prove advantageous as migration patterns shift back toward major cities this year.
With so much of the industry’s expansion driven by chicken concepts, it is natural to ask: Have we reached 'peak chicken'? While we are certainly seeing other categories gain traction – think CAVA – Dave’s unique product mix and edgier marketing should help it stand out, even amidst increased competition.
While many discretionary retail categories – including consumer electronics, sporting goods, home improvement, and furniture – are still waiting for post-pandemic demand to recover, housewares retailers have generally enjoyed solid visit trends in 2025. Although consumers may not be financially positioned for large-scale remodels, we are now five years past the pandemic, and many residents (many of whom still work from home) are looking to refresh their living spaces.
It may therefore come as no surprise that TJX Companies’ HomeGoods and Homesense brands had an exceptional 2025 and are well-positioned to repeat this success in 2026.
This year, we observed a behavioral shift among middle-income consumers, including a clear “trade down” from mid-tier department stores and other discretionary categories. In addition, accumulated housing wear-and-tear, the recent bankruptcies of value-oriented competitors such as Conn’s and At Home, and the enduring appeal of the treasure hunt retail model, have all reinforced the brands’ momentum. Taken together, these trends leave HomeGoods and Homesense poised for both continued unit growth and increased traffic in the year ahead.
With the heightened emphasis on health and wellness post-pandemic, fitness is proving to be a category with remarkable staying power well beyond New Year’s resolution season – even in an era of macroeconomic uncertainty. Whether it’s pumping iron, hitting the treadmill, or joining fitness classes, staying healthy no longer requires breaking the bank – for just a dollar a day or less, gymgoers can build strength and endurance, achieve their rep goals, and hit their mileage targets. And affordable fitness chains – those that charge less than $30 per month – are reaping the benefits, outperforming more expensive gyms for YoY visit growth.
Among this value-oriented fitness cohort, EōS saw outsized traffic growth in 2025, with both overall visits and average visits per location outpacing competitors as the chain expands its footprint. EōS’s motto, “High Value, Low Price,” appears to be resonating strongly – especially in a year when similar value propositions are driving momentum across off-price retailers, value grocers, and dollar stores. Longer-than-average dwell times at EōS provide another encouraging signal, suggesting that its amenities, including pools, saunas, basketball courts, and equipment assortments typically found in higher-priced gyms, are truly connecting with visitors. And since visitors who stay longer are more likely to return – and to renew their memberships – EōS is well-positioned to convert this year’s traffic gains into lasting market share.
Eating and entertainment are a match made in heaven — and by leaning into a subscription model that meets price-sensitive customers where they are, Chuck E. Cheese has solidified its position as a standout in the eatertainment category.
Nearly 50 years old, this evergreen children’s entertainment concept has stood the test of time and now boasts roughly 500 venues nationwide. Its perennial tagline – “where a kid can be a kid” – still resonates with today’s children and with the parents who grew up with the brand. After languishing for several years in the wake of COVID, the company turned things around with a revamped Summer Fun Pass launched on April 30th, 2024. The offer of unlimited play per month sparked a dramatic boost in customer loyalty, and the model proved so successful that the company extended it year-round with a family pass as low as $7.99 per month.
This strategy has helped sustain visit growth throughout 2025. Despite closing several locations during the year, visits to Chuck E. Cheese rose 8.3% YoY – well above the flat eatertainment average. And the company’s loyalty rates outpaced last year from August through November, indicating that the offering isn’t losing steam and that customers continue to respond enthusiastically.
The diversity of brands featured in this report highlights that there is no single path to success in 2026.
H-E-B and Chuck E. Cheese demonstrate the power of deepening loyalty through authentic experiences and value-driven memberships. Michaels and HomeGoods show how savvy retailers can capitalize on competitor consolidation and changing consumer spending habits. Meanwhile, Walmart and 7 Brew prove that even in saturated markets, operational innovation can drive fresh momentum.
As we move deeper into 2026, the brands that win will be those that, like the ten profiled here, combine a clear understanding of their unique value proposition with the agility to execute on it.
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Coffee’s success in 2025 offers several key lessons for dining operators across categories:
1. Strategic expansion into under-penetrated regions can supercharge growth. YoY visits to coffee chains are growing fastest in areas of the Southeast and Sunbelt where the category still accounts for a relatively low share of dining visits.
2. Pairing craveable products with genuinely human, personalized service can build durable loyalty. Aroma Joe’s proves that when standout offerings are combined with warm, consistent personal touches, brands can create habit loops that drive repeat visits even in crowded markets.
3. Prioritizing hyper-efficient convenience models can unlock meaningful growth. Scooter’s Coffee demonstrates that fast, reliable, frictionless experiences can materially increase traffic while supporting rapid expansion.
4. Building recurring limited-time rituals can create predictable demand spikes and deepen engagement. From the annual Pumpkin Spice Latte launch to Jackpot Day, coffee chains show that ritualized promotions can “own the calendar,” generating predictable traffic spikes and deepening emotional engagement.
5. Using scarce, hype-driven offerings can generate high-impact moments that shift behavior. Starbucks’ Bearista drop illustrates how limited, buzzworthy merchandise or products can not only spike visits but also shift customer behavior, driving traffic outside typical dayparts.
6. Leveraging cultural collaborations can create excitement without relying on discounts. Dunkin’s Wicked partnership shows that tapping into moments in pop culture can deliver multi-day visit lifts comparable to major promotions – often without relying on giveaways.
Coffee has become one of the most resilient and inventive corners of the U.S. food and beverage industry. Even as consumers wrestle with higher prices and trim discretionary spending, they continue to show up for cold foam, caffeinated boosts, and treat-worthy daily indulgences.
Throughout 2025, coffee chains saw consistent year-over-year (YoY) quarterly visit growth, as brands from Starbucks to 7 Brew expanded their footprints. Crucially, per-location category-wide traffic also remained close to 2024 levels throughout most of the year before trending upward heading into the holiday season – showing that this expansion has not diluted demand at existing coffee shop locations.
What’s fueling coffee’s ongoing momentum? Which strategies are helping leading chains accelerate despite this year’s headwinds? And what can operators across dining categories learn from coffee’s success?
This white paper dives into the data to reveal the strategies behind coffee’s standout performance – and how they can help dining concepts across segments succeed in 2026.
Analyzing market-level (DMA) dining traffic data reveals that coffee chains are prioritizing growth in markets with lighter competition – and this formula is paying off.
In the graphic below, the top map shows the share of dining visits commanded by coffee in each DMA, while the bottom map highlights the year-over-year (YoY) change in visits to the coffee category. Perhaps unsurprisingly, markets where coffee already commands a high share of dining visits (specifically on the West Coast and in the Northeast) are seeing the softest year-over-year performance, while DMAs with lower coffee penetration are delivering the strongest visit growth.
In other words, traditional coffee markets such as Northwestern metros– where competition is high and incremental gains are harder to capture – are no longer the primary engines of category momentum. Instead, coffee visits are growing fastest across the Southeast, Sun Belt, and Texas – regions where branded coffee still represents a relatively small share of dining visits. Operators across dining segments can learn from coffee's approach and identify markets with low category penetration to lean into those whitespace opportunities.
But geography is only part of the story. And the coffee segment shows that a strong concept that delivers on fundamentals – great products and exceptional service – can thrive even in tougher coffee markets such as the northeast.
The experience of expanding Northeastern chain Aroma Joe’s shows how pairing craveable beverages with an unusually personal service model can drive visit growth even in relatively hard-to-break-into regions.
Aroma Joe’s, a rapidly-expanding coffee chain headquartered in Maine, with over 125 locations, has become something of a local obsession: Customers rave about the chain’s addictive signature beverages – as well as the feel-good atmosphere cultivated by its warm, friendly staff. And this combination of human touch and product quality creates a powerful habit loop: In October 2025, nearly one quarter of visitors to Aroma Joe’s stopped at the chain at least four times during the month – a much higher loyalty rate than that seen by other leading coffee brands.
The takeaway: Craveable products paired with exceptional service can create a scalable loyalty engine.
Another key differentiator for the coffee sector is convenience. Drive-thrus have become ubiquitous across the category, with many of the fastest-growing upstarts embracing drive-thru only models and legacy leaders also leaning more heavily into the format.
Scooter’s Coffee – named for its core promise to help customers “scoot” in and out quickly – exemplifies this advantage. In Q3 2025, the chain posted a 3.1% YoY increase in average visits per location, even as it continued to scale its footprint. And its customers averaged a dwell time of just 7.3 minutes – significantly lower than other leading coffee chains, including other drive-thru-forward peers.
By delivering consistently quick experiences without compromising quality, Scooter’s has emerged as a traffic leader in the coffee space – demonstrating the power of efficiency to drive demand.
No category has mastered the “event-ization” of the menu quite like coffee – and few brands own the category’s calendar as effectively as Starbucks. The annual return of the Pumpkin Spice Latte has become a cultural milestone that marks the unofficial start of fall for millions, driving double-digit visit spikes and shaping seasonal traffic patterns.
And the importance of the event only continues to grow. On August 26th, 2025, PSL day drove a 19.5% spike in traffic compared to the prior ten-week average – a higher relative spike than that seen in 2024 or 2023.
But this playbook isn’t reserved for mega-brands. 7 Brew’s monthly Jackpot Day, held on the 7th of each month, shows how recurring promotions can also build anticipation and deliver repeatable traffic lifts for up-and-coming concepts.
Beginning in August 2025, Jackpot Day shifted from a limited “Jackpot Hour” to an all-day activation. That month’s offer – two medium drinks for $8 plus a Kindness wristband – generated a 47.1% lift versus an average Thursday. And in subsequent months, giveaways ranging from tote bags to footballs kept the excitement going, sustaining elevated visits each time the 7th rolled around.
These rituals create emotional consistency: Customers know when to expect something special and plan around it. Dining chains beyond the coffee space can also create dependable spikes in traffic by implementing recurring, ritualized LTOs that create an emotional calendar and keep customers engaged.
Offering recurring LTOs is one way to keep customers consistently engaged. But one-time, limited-edition merch drops can create even bigger visit surges. Starbucks’ much-hyped “Bearista” launch this November is a prime example: Customers lined up nationwide for the chance to buy – not receive – an adorable, limited-edition, bear-shaped reusable cup. And despite its hefty $30 price tag, the merch drop drove a massive nationwide visit spike, making it the chain’s biggest sales day ever and fueling additional momentum leading into Red Cup Day.
And location data shows that this kind of hype-driven, scarce merchandise can shift not just visitor volume but daypart behavior. Visits surged as early as 4:00 AM as FOMO-driven customers showed up at the crack of dawn to secure a bear. And the shift toward early morning visits (though not quite as early) continued the following day as stores quickly ran out of stock.
Starbucks' Bearista frenzy suggests that scarcity isn’t just a retail tactic – it’s a powerful behavioral trigger that restaurants can harness as well. Limited-run items, exclusive merch drops, or time-bound specials can generate excitement, pull visits forward, and reshape daypart patterns in ways traditional promotions rarely do.
Cultural tie-ins add another accelerant. In November, Dunkin’ launched its Wicked collaboration alongside its holiday menu, generating a significant multi-day traffic spike – achieved, like Bearista, without giveaways. The event leaned on playful thematic branding, seasonal flavors, and limited-run items that tapped into Wicked fandom.
Dunkin's Wicked surge shows that when executed well, cultural relevance can also significantly move the needle. Other dining segments may also lean into thoughtful collabs to create outsized excitement and traffic lift – even without deep discounts or free offers.
The coffee sector’s 2025 performance offers a blueprint for dining success: Chains are expanding smartly into underpenetrated regions, successfully implementing both hyper-efficient and hyper-personal service models, using recurring LTOs to build seasonal and monthly rituals, and leveraging merch and pop culture partnerships to reshape demand.
Together, these strategies provide a practical playbook for dining brands to increase visit frequency, deepen customer commitment, and capture new growth opportunities in 2026 and beyond.
