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With the year almost over, we dove into the visitation data for off-price leaders to see how the TJX chains, Burlington, and Ross Dress for Less are positioned ahead of the holidays.
The off-price segment continued to outperform the wider apparel category in recent months as consumers continued favoring budget-friendly retail outlets. Visits to TJX-owned T.J. Maxx and Marshalls as well as to Burlington remained elevated, with the three chains seeing YoY growth of 5.1%, 5.5%, and 6.4% in Q3 2024. And while Ross foot traffic declined slightly relative to 2023 in July, September, and October, the chain’s YoY visit gap remained significantly smaller than that of the wider apparel category.

And even as Ross lags slightly behind the rest of the off-price space, the chain leads the segment in one metric – the share of returning visitors every month. In Q3 2024, over half of Ross’ monthly visits came from visitors who visited the chain at least twice in the month, compared with 41.9% - 47.6% of visits from returning visitors for the other three off-price leaders.
This data indicates that Ross is already extremely successful at cultivating a loyal clientele that regularly visits the company’s stores – and adding new shoppers to its circle of dedicated customers could drive further YoY visit growth going forward.

Expansion has been a major driver of off-price growth in recent years. Since 2019, the four off-price chains analyzed have all greatly increased their brick-and-mortar footprints, leading to visit surges nationwide.
And impressively, T.J.Maxx, Marshalls, Burlington, and Ross have all managed to expand their physical reach dramatically without straying from their core audience. Diving into the four chains’ trade area demographics in Q3 2019 and Q3 2024 reveals that, even as the retailers’ store fleet configurations evolved, their trade area demographics remained strikingly consistent.
Since 2019, the share of large households in the retailers’ trade areas has remained remarkably steady – though all four brands have seen a slight increase in the share of 4+ person households. The trade areas’ median household incomes (HHIs) did shift slightly as the chains expanded – falling for T.J. Maxx and Marshalls, and, to a lesser extent, Ross, while increasing somewhat for Burlington – but the change from 2019 has been minimal.
It seems, then, that these four off-price leaders have successfully grown their reach over the past five years while maintaining a strong connection with their core customer base, positioning them for continued sustained success in the competitive retail landscape.

As the holiday season approaches, the off-price retail sector remains resilient. The year-over-year growth and high loyalty rates seen by category leaders along with their success at expanding without alienating their core audiences positions these chains to remain a formidable force within the wider retail landscape.
For more data-driven retail insights, visit placer.ai/blog.

The all-important fourth quarter of the year is underway, and leading beauty chains like Ulta Beauty and Sally Beauty Supply are gearing up for an exciting holiday shopping season. We dove into the data to see how the two chains have performed in recent months – and what they can expect in this year’s Q4 retail milestones.
In Q3 2024 (July - September), quarterly visits to Ulta and Sally Beauty were essentially on par with last year’s levels. Ulta saw a minor year-over-year (YoY) uptick of 1.2%, while Sally Beauty maintained a slight visit gap.
Diving into monthly visit trends, ever-expanding Ulta experienced positive YoY foot traffic growth throughout the summer – especially in August, when an additional Saturday provided vacationers and back-to-school shoppers with extra weekend browsing time. And though visits to the chain dipped in September, they quickly bounced back again, with October seeing a 4.5% YoY visit boost likely bolstered by Halloween offerings and seasonal sales.
Sally Beauty, for its part, has been closing locations as part of a store optimization plan implemented largely in 2023. Viewed against this backdrop, the chain’s modest monthly visit gaps – which narrowed to just 0.2% in October 2024 – are particularly impressive. And Sally Beauty Holdings, Inc. has remained nimble on its feet, testing new concepts like Happy Beauty Co., a new store format with cosmetics and other self-care products priced under $10.
For both chains, their October showing signals that eager customers are gearing up for a busy Q4.

But how do Ulta and Sally Beauty experience the holiday season? Which retail milestones resonate most strongly with their customers – and where do they see the most impressive holiday visit boosts?
Ulta Beauty leans heavily into Black Friday each year with early deals that culminate in a shopping bonanza on the day after Thanksgiving – and in 2023, the milestone was the chain’s busiest day of the year. On November 24th, 2023, visits to Ulta were up 270.6% compared to a 2023 daily average. The second-busiest day of the year for Ulta was Super Saturday (December 23rd, 2023), which saw a 219.0% visit bump.
Still, looking at major Ulta markets throughout the country reveals significant regional variation in holiday milestone visitation patterns. Like many other retailers, Ulta experiences bigger Black Friday visit bumps in midwestern metro areas like Chicago, and much smaller ones in California hubs like Los Angeles. And though Black Friday is more important for the chain than Super Saturday on a national level, several CBSAs – including Dallas, New York, and Los Angeles – saw bigger boosts on Super Saturday than on Black Friday.
Sally Beauty – with its more specialized focus on hair care products – sees smaller holiday visit bumps than Ulta. But the chain’s holiday deals do draw crowds. December 23rd was Sally Beauty’s busiest day last year, with visits up 86.2% nationwide and significantly elevated throughout the chain’s major markets. And though Black Friday is much less significant for the retailer – in 2023, it was only Sally Beauty’s 11th busiest day of the year – the chain’s Black Friday deals drove a 55.4% visit bump.

And visits aren’t the only thing that increase at Ulta and Sally Beauty during the holidays. Looking at driving distances to the two chains shows that on Q4 milestones – and especially Black Friday – people travel farther to shop the sales. On Black Friday 2023, and to a lesser extent Super Saturday, both retailers saw significant jumps in the share of visitors traveling more than 10 or 30 miles to visit their brick-and-mortar locations.
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Affordable luxuries like cosmetics and hair care products make the perfect stocking stuffers for consumers still concerned about high prices. And if last year’s holiday trends are any indication, Ulta and Sally Beauty appear poised to enjoy a very festive holiday season indeed.
Visit Placer.ai for more data-driven retail insights.

While Boston trails both the New York City and Nationwide Office Building Index in return-to-office rates, one standout related to office activity is the Newbury Street location of the Dutch brand Suitsupply. Visitation to this location saw steady growth from February to August this year.


When examining the three East Coast cities in the chart—Washington, D.C., New York, and Boston—Educated Urbanites make up nearly half of Suitsupply's trade area, according to Spatial.ai’s PersonaLive data. In Boston specifically, there are also high indices for Near Urban Diverse Families and Young Professionals.

Both the Newbury St and Washington, DC Suitsupply locations saw the greatest gains compared to the prior year.

What might explain the gains in Boston? We have a few theories. First, Boston is a city where nearly a quarter of the population consists of students. The steady growth at the Newbury Street location from February to August could reflect students preparing for spring interviews, purchasing suits for summer internships, and later for weddings in late summer and early fall. Notably, a previous Anchor article highlighted that fall has become the most popular time of year for weddings. Additionally, the strong cohort of students and young professionals in their 20s and 30s may find the office environment particularly beneficial for camaraderie and mentorship. This group is also more likely to seek out—or at least be less resistant to—returning to the office compared to millennials and Gen X.
On a lighter note, there could be something lucky about this store, as it was the 100th location opened by the Amsterdam-based brand. From a quantitative perspective, year-over-year traffic to Newbury Street has increased over the past six months, with notable growth in June and August.

The importance of visual merchandising and the customer experience cannot be overlooked. A unique feature of Suitsupply is its in-store tailoring, often showcased prominently in the front window. This not only provides engaging "retail theater" but also reassures customers of the craftsmanship behind their suits. Some shoppers have even been drawn into the store out of curiosity sparked by seeing an artisan at work. Online reviews for the Boston location highlight customers' appreciation for attentive service, reasonable prices, meticulous attention to detail, and outstanding tailoring.

This week, we attended the Restaurant Finance & Development Conference (RFDC) in Las Vegas, a gathering of industry leaders including senior executives, real estate professionals, franchise groups, investors, and analysts. Similar to insights from last month’s Fast Casual Executive Summit, many operators acknowledged that 2024 has been a challenging year but expressed cautious optimism as they look ahead to 2025.
Restaurant operators have faced numerous headwinds this year, including inconsistent weather, heightened promotional activity across all tiers, increased competition from other food retail channels, elevated labor costs and shortages, and unfavorable lease terms contributing to a rise in bankruptcies. In Q3 2024, most restaurant chains experienced flat or declining visit-per-location trends, as shown below.

Still, some chains managed to achieve impressive growth in visitation per location this past quarter. Below, we highlight the top-performing limited-service restaurant chains (including QSR, fast casual, and coffee/beverage categories with more than 20 units) based on year-over-year visitation per location during Q3 2024.

The most striking takeaway from this chart is that these standout restaurant chains largely avoided the "value wars" seen across the industry this year. Instead, they leaned on menu innovation—chains like CAVA, Chipotle, and Wingstop introduced new offerings that didn’t overly complicate preparation—and operational excellence, particularly in drive-thru efficiency, with leaders such as 7 Brew, Raising Cane’s, In-N-Out, and Culver’s driving visit growth.
Reflecting on the success of these chains, it’s unsurprising that a major theme among restaurant operators at the RFDC event was maximizing returns from existing locations rather than prioritizing unit expansion in 2025. Many chains emphasized improving operations, including simplifying menus to boost throughput while still allowing limited-time offers to drive demand. Others highlighted technology-driven solutions, such as automated make lines and AI-powered voice ordering for drive-thrus. Additionally, executives explored alternative strategies to enhance unit-level returns, including expanded catering services and leveraging retail media opportunities.
What else is on restaurant operators’ minds as we look ahead to 2025?


The festive season is upon us, making it the perfect time to focus on a retail category that truly shines in Q4 2024: gifting, books, and paper. Despite the digital age, consumers continue to show a strong preference for shopping for these items in-store and still value tangible versions of these products. However, as discretionary retail faces challenges in meeting consumer expectations, has this category managed to capture consumer excitement and deliver delight amidst competing distractions and purchase priorities?
The book, paper, and gift market has experienced mixed performance among retailers this year, but even those facing year-over-year traffic declines have opportunities to improve. Barnes & Noble continues to set the standard, particularly in a category that was among the first to face e-commerce disruption; compared to 2019, visits are up 7% in 2024 despite a smaller store footprint. Paper Source is down 2% year-over-year in visits but is maintaining trends consistent with 2023. Similarly, Hallmark stores have seen a 2% decline in traffic year-to-date, though this aligns with a 5% reduction in store count. Notably, The Paper Store, a Northeastern chain of Hallmark Gold Crown stores, has outperformed the broader Hallmark brand by positioning itself more as a gift-first retailer, with cards and stationery playing a secondary role.

The book, paper, and gift market has experienced mixed performance among retailers this year, but even those facing year-over-year traffic declines have opportunities to improve. Barnes & Noble continues to set the standard, particularly in a category that was among the first to face e-commerce disruption; compared to 2019, visits are up 7% in 2024 despite a smaller store footprint. Paper Source is down 2% year-over-year in visits but is maintaining trends consistent with 2023. Similarly, Hallmark stores have seen a 2% decline in traffic year-to-date, though this aligns with a 5% reduction in store count. Notably, The Paper Store, a Northeastern chain of Hallmark Gold Crown stores, has outperformed the broader Hallmark brand by positioning itself more as a gift-first retailer, with cards and stationery playing a secondary role.
Barnes & Noble's consistent and sustainable traffic growth can be attributed to several successful initiatives. The retailer has expanded its product categories, doubled down on gifting, strengthened its position as a third space, and tapped into consumers' enduring love for books—all of which have set it apart in a challenging discretionary retail landscape. The effectiveness of these efforts is reflected in the chain's dwell time, which averages 37 minutes—nearly 10 minutes longer than any of the other chains reviewed—and excels at keeping visitors in-store for over 30 minutes.

Barnes & Noble has done an impressive job of evolving its visitor demographics over time, particularly in the face of the digital revolution and the disruption of the book category. The success of specialty retailers often reflects broader cultural movements and shifts in consumer preferences, and Barnes & Noble is no exception. According to PersonaLive customer segments, the chain has significantly increased its penetration of younger consumer segments, such as Young Professionals and Young Urban Singles, when comparing 2024 year-to-date with 2019. Factors contributing to this trend could include the rise of book club culture among younger cohorts, the appeal of working from the in-store café, and an expanded assortment of gifts and paper products for special occasions.

This focus on younger consumers seems to be paying off. In 2024, 6% of Barnes & Noble visitors also shopped at a Hallmark location, although only 1% visited Paper Source, its sister brand. The integration of Paper Source shop-in-shops within Barnes & Noble locations may be cannibalizing cross-visitation between the two standalone chains.
As for Paper Source, it shares many of the elements driving Barnes & Noble's success but faces challenges in fully unlocking its potential. One key differentiator is its invitation business, but as consumers increasingly turn to digital platforms like Facebook or Paperless Post for invitations, even the booming wedding market hasn’t been enough to significantly drive growth.
A significant challenge for Paper Source comes from competition within the superstore category. This year, 87% of Paper Source visitors also shopped at Target, and 63% visited Walmart. Both retailers have invested heavily in expanding their party supplies, cards, and gifting assortments, making it more convenient for shoppers to purchase these items during a single trip, rather than visiting a separate specialty store.

Paper Source has a strong demographic foundation to build upon as it works toward stabilization. According to PersonaLive, the chain significantly outperforms Barnes & Noble in visitation percentages among Ultra Wealthy Families, Young Professionals, and Educated Urbanites, with Ultra Wealthy Families accounting for nearly a quarter of its visitors. Its frequent co-tenants reflect similar socio-economic patterns, aligning with successful specialty chains that appeal to wealthier shoppers, such as lululemon, Sephora, Anthropologie, Warby Parker, Madewell, and Apple. With these favorable dynamics in place, Paper Source has an opportunity to thrive—success may depend on effective messaging and marketing to this affluent customer base.

The differences between Hallmark stores and The Paper Store highlight contrasting strategies: one chain has successfully expanded its product offerings to capture a more engaged audience, while the other remains closely tied to the traditional paper category and has struggled to do the same. There is little overlap in visitation between the two chains, suggesting that consumers may perceive The Paper Store as entirely separate from Hallmark, despite its status as a Gold Crown retailer.
The Paper Store’s elevated and expanded assortment has fostered stronger loyalty among its visitors compared to the Hallmark chain. In 2024, loyal visitors—defined as those visiting twice per month—accounted for 12% of The Paper Store’s visitors, 2 percentage points higher than Hallmark. Additionally, The Paper Store serves more as a destination, with 37% of visitors heading home afterward, also 2 points higher than Hallmark. By expanding its product categories and curating localized selections, The Paper Store has successfully differentiated itself from the traditional Hallmark model, a strategy that could benefit the national chain as well.

The gifting, book, and paper retail category demonstrates varied consumer behavior across chains. The success of Barnes & Noble and The Paper Store underscores the importance of expanding product assortments to attract visits, as consumers increasingly seek convenience by consolidating their purchases in fewer trips. While consumers may tolerate more frequent visits for essential retail, in specialty retail, convenience and variety are critical. The category’s overall resilience suggests that consumers still have discretionary spending power for the right products at the right time, offering hope for retailers still refining their approach.

The sporting goods and sportswear category has had a rough couple of months. Two mainstays in the space – Bob’s Stores and Eastern Mountain Sports – filed for bankruptcy in June, and several sportswear and athleisure leaders posted disappointing results. So is the consumer demand for leggings and sneakers waning? Or is the category merely facing a temporary slowdown? We dove into the data to find out.
With budgets still tight, many shoppers are turning to value apparel and value athletic wear – and this trading down may be impacting the sporting goods and sportswear space: Q3 2024 visits to most sporting goods and athletic wear chains analyzed, including DICK’s Sporting Goods, Athleta, Academy Sports + Outdoor, and Hibbett Sports, remained at or moderately below 2023 levels. Still, the relatively minimal visit gaps indicate that demand for the category remains stable and may rise again with increased consumer confidence.
Meanwhile, lululemon athletica saw a 7.6% increase in YoY visits in Q3 2024 thanks to the company’s ongoing expansion.

But even as the sporting goods and sportswear category may be facing a temporary lull, diving into the demographics of the trade areas for the various retailers reveals the variety of sporting goods and sportswear consumers – showing the varied demand for the category.
The median household income within the trade areas of the five chains analyzed ranged from $54.8K for Hibbett Sports to $108.3K for Athleta. The share of households with children within the trade areas also varied among the chains: DICK’s Sporting Goods, and Academy Sports + Outdoors included significantly more households with children in their captured markets when compared with Athleta, lululemon, or Hibbett Sports.
It seems, then, that each chain appeals to a specific consumer segment – DICK’s and Academy Sports both serve families, although DICK’s attracts the higher-income households and Academy Sports draws more middle-income shoppers. Lululemon and Athleta both operate at the higher-end of the athletic wear spectrum, but Athleta shoppers tend to come from slightly more affluent areas with larger household sizes. And Hibbett has carved out a niche among lower-income consumers.

Demand for sportswear and gym gear may not be as strong as it was at the height of the pandemic when gyms were closed and consumers were doubling down on comfort. But the variety of audiences within the category leaders’ trade areas indicates that appetite for athletic wear and sporting goods is still widespread. And with Black Friday around the corner, these chains – and especially the higher-priced retailers among them – may well get a boost from price-conscious consumers looking to snag discounts at their favorite premium chains.
For more data-driven retail insights, visit placer.ai.

1. Expanded grocery supply is increasing overall category engagement. New locations and deeper food assortments across formats are bringing shoppers into the category more often, rather than fragmenting demand.
2. Grocery visit growth is being driven by low- and middle-income households. Elevated food costs are leading to more frequent, budget-conscious trips, reinforcing grocery’s role as a non-discretionary category.
3. Short, frequent trips are a major driver of brick-and-mortar traffic growth. Fill-in shopping, deal-seeking, and omnichannel behaviors are pushing visit frequency higher, even as trip duration declines.
4. Scale is accelerating consolidation among large grocery chains. Larger retailers are using their size to invest in value, assortment, private label, and execution, allowing them to capture longer and more engaged shopping trips.
5. Both large and small grocers have viable paths to growth. Large chains are winning by competing for the full grocery list, while smaller banners can grow by specializing, owning specific missions, or offering compelling value that earns them a place in shoppers’ routines.
While much of the retail conversation going into 2026 focused on discretionary spending pressure, digital substitution, and higher-income consumers as the primary drivers of growth, grocery foot traffic tells a different story.
Rather than being diluted by new formats or eroded by e-commerce, brick-and-mortar grocery engagement is expanding. Visits are rising even as grocery supply spreads across wholesale clubs, discount and dollar stores, and mass merchants. At the same time, growth is being powered not by affluent trade areas, but by low- and middle-income households navigating higher food costs through more frequent, targeted trips. Shoppers are showing up more often and increasingly splitting their trips across retailers based on value, availability, and mission – pushing grocers to compete for portions of the grocery list instead of the full weekly basket.
The data also suggests that the largest grocery chains are capturing a disproportionate share of rising grocery demand – but the multi-trip nature of grocery shopping in 2026 means that smaller banners can still drive traffic growth. By strengthening their value proposition, specializing in specific products, or owning specific shopping missions, these smaller chains can complement, rather than compete with, larger one-stop destinations.
Ultimately, AI-based location analytics point to a clear set of grocery growth drivers in 2026: expanded supply that increases overall engagement, more frequent and mission-driven trips, and continued traffic concentration among large chains alongside new opportunities for smaller banners.
One driver of grocery growth in recent years is simply the expansion of grocery supply across multiple retail formats. Wholesale clubs are constantly opening new locations and discount and dollar stores are investing more heavily in their food selection, giving consumers a wider choice of where to shop for groceries. And rather than fragmenting demand, this broader availability appears to have increased overall grocery engagement – benefiting both dedicated grocery stores and grocery-adjacent channels.
Grocery stores continue to capture nearly half of all visits across grocery stores, wholesale clubs, discount and dollar stores, and mass merchants. That share has remained remarkably stable thanks to consistent year-over-year traffic growth – so even as grocery supply increases across categories, dedicated grocery stores remain the primary destination for food shopping.
Meanwhile, mass merchants have seen a decline in relative visit share as expanding grocery assortments at discount and dollar stores and the growing store fleets of wholesale clubs give consumers more alternatives for one-stop shopping.
While much of the broader retail conversation heading into 2026 centers on higher-income consumers carrying growth, the trend looks different in the grocery space. Recent visit trends show that grocery growth has increasingly shifted toward lower- and middle-income trade areas, underscoring the distinct dynamics of non-discretionary retail.
For lower- and middle-income shoppers, elevated food costs appear to be translating into more frequent grocery trips as consumers manage budgets through smaller baskets, deal-seeking, and shopping across retailers. In contrast, higher-income households – often cited as a key growth engine for discretionary retail – are contributing less to grocery visit growth, likely reflecting more stable shopping patterns or a greater ability to consolidate trips or shift spend online.
This means that, in 2026, grocery growth is not being propped up by high-income consumers. Instead, it is being fueled by necessity-driven shopping behavior in lower- and middle-income communities – reinforcing grocery’s role as an essential category and suggesting that similar dynamics may be at play across other non-discretionary retail segments.
Another factor driving grocery growth is the rise in short grocery visits in recent years. Between 2022 and 2025, the biggest year-over-year visit gains in the grocery space went to visits under 30 minutes, with sub-15 minute visits seeing particularly big boosts. As of 2025, visits under 15 minutes made up over 40% of grocery visits nationwide – up from 37.9% of visits in 2022.
This shift toward shorter visits – especially those under 15 minutes – is driven in part by the continued expansion of omnichannel grocery shopping, as many consumers complete larger stock-up orders online and rely on in-store trips for order collection or quick, fill-in needs. At the same time, the rise in short visits paired with consistent YoY growth in grocery traffic points to additional, behavior-driven forces at play – consumers' growing willingness to shop around at different grocery stores in search of the best deal or just-right product.
Value-conscious shoppers – particularly consumers from low- and middle-income households, which have driven much of recent grocery growth – seem to be increasingly shopping across multiple retailers to secure the best prices. This behavior often involves making targeted trips to different stores in search of the strongest deals, a pattern that is contributing to the rise in shorter, more frequent grocery visits. At the same time, other grocery shoppers are making quick trips to pick up a single ingredient or specialty item – perhaps reflecting the increasingly sophisticated home cooks and social media-driven ingredient crazes. In both these cases, speed is secondary to getting the best value or the right product.
So while some shorter visits reflect a growing emphasis on efficiency – as shoppers use in-store trips to complement primarily online grocery shopping – others appear driven by a preference for value or product selection over speed. Despite their differences, all of these behaviors have one thing in common – they're all contributing to continued growth in brick-and-mortar grocery visits. Grocers who invest in providing efficient in-store experiences are particularly well-positioned to benefit from these trends.
As early as 2022, the top 15 most-visited grocery chains already accounted for roughly half of all grocery visits nationwide. And by outpacing the industry average in terms of visit growth, these chains have continued to capture a growing share of grocery foot traffic.
This widening gap suggests that scale is increasingly enabling grocers to reinvest in the factors that attract and retain shoppers. Larger chains are better positioned to invest in broader and more differentiated product selection, stronger private-label programs that deliver quality at accessible price points, competitive pricing, and operational excellence across stores and omnichannel touchpoints. These capabilities allow top chains to serve a wide range of shopping missions – from quick, convenience-driven trips to more intentional visits in search of the right product or ingredient.
Consolidation at the top of the grocery category is reinforcing a virtuous cycle: scale enables better value, selection, and experience, which in turn draws more shoppers into stores and supports continued grocery traffic growth.
In 2025, the top 15 most-visited grocery chains accounted for a disproportionate share of visits lasting 15 minutes or more, while smaller grocers captured a larger share of the shortest trips. As shown above, larger grocery chains, which tend to attract longer visits, grew faster than the industry overall – but short visits, which skew more heavily toward smaller chains, accounted for a greater share of total traffic growth. Together, these patterns show that both long, destination trips and short, targeted visits are driving grocery traffic growth and creating viable paths forward for retailers of all sizes.
Larger chains are more likely to serve as destinations for fuller shopping missions, competing for the entire grocery list – or a significant share of it. But smaller banners can grow too by competing for more short visits. By specializing in a specific product category, owning a clearly defined shopping mission, or delivering a compelling value proposition, smaller grocers can earn a place in shoppers’ routines and become a deliberate stop within a broader grocery journey.
As grocery moves deeper into 2026, growth is being driven by the cumulative effect of how consumers are navigating food shopping today. Expanded supply has increased overall engagement, higher food costs are driving more frequent and targeted trips, and shoppers are increasingly willing to split their grocery list across retailers based on value, availability, and mission.
Looking ahead, this suggests that grocery growth will remain resilient, but unevenly distributed. Retailers that clearly understand which trips they are best positioned to win – and invest accordingly – will be best placed to capture that growth. Large chains are likely to continue benefiting from scale, consolidation, and their ability to serve full shopping missions, while smaller banners can grow by earning a defined role within shoppers’ broader grocery journeys. In 2026, success in grocery will be less about winning every trip and more about consistently winning the right ones.

To optimize office utilization and surrounding activity in 2026, stakeholders should:
1. Plan for continued, but slower, office recovery. Attendance continues to rise and has reached a post-pandemic high, but moderating growth suggests the return-to-office may progress at a more gradual and incremental pace than in prior years.
2. Account for growing seasonality in office staffing, local retail operations, and municipal services. As office visitation becomes increasingly concentrated in late spring and summer, offices, downtown retailers, and cities may need to plan for more predictable peaks and troughs by adjusting hours, staffing levels, and local services accordingly, rather than relying on annual averages.
3. Align leasing strategies with seasonal demand. Stronger attendance in Q2 and Q3 suggests these quarters are best suited for leasing activity, while softer Q1 and Q4 periods may be better used for renovations, repositioning, and targeted activation efforts designed to draw workers in.
4. Design hybrid policies around midweek anchor days. With Tuesdays and Wednesdays consistently driving the highest office attendance, employers can maximize collaboration and space utilization by concentrating meetings, programming, and in-office expectations midweek.
5. Reduce early-week commute friction to support attendance. Monday office attendance appears closely correlated with commute ease, suggesting that reliable and efficient transportation may be an important factor in early-week office recovery.
6. Prioritize proximity in leasing and development decisions. Visits from employees traveling less than five miles to work have increased steadily since 2019, reinforcing the value of centrally located offices and housing near employment hubs.
2025 was the year of the return-to-office (RTO) mandate. Employers across industries – from Amazon to JPMorgan Chase – instituted full-time on-site requirements and sought to rein in remote work. But the year also underscored the limits of policy. As employee pushback and enforcement challenges mounted, many organizations turned to quieter tactics such as “hybrid creep” to gradually expand in-office expectations without triggering outright resistance.
For employers seeking to boost attendance, as well as office owners, retailers, and cities looking to maximize today’s visitation patterns, understanding what actually drives employee behavior has become more critical than ever. This reports dives into the data to examine office visitation patterns in 2025 – and explore how structural factors such as weather, commute convenience, and workplace proximity have emerged as key differentiators shaping how and when, and how often workers come into the office.
National office visits rose 5.6% year over year in 2025, bringing attendance to just 31.7% below pre-pandemic levels and marking the highest point since COVID disrupted workplace routines. At the same time, the pace of growth slowed compared to 2024, signaling a possible transition into a steadier phase of recovery.
With new return-to-office mandates expected in 2026, and the balance of power quietly shifting towards employers, additional gains remain likely. But the trajectory suggested by the data points toward gradual progress rather than a return to the more rapid rebounds seen in 2023 or 2024.
Before COVID, “I couldn’t come in, it was raining” would have sounded like a flimsy excuse to most bosses. But today, weather, travel, and individual scheduling are widely accepted reasons to stay home, reflecting a broader assumption that face time should flex around convenience.
This shift is visible in the growing seasonality of office visitation, which has intensified even as overall attendance continues to rise. In 2019, office life followed a relatively steady year-round cadence, with only modest quarterly variation after adjusting for the number of working days. In recent years, however, greater seasonality has emerged. Since 2024, Q1 and Q4 have consistently underperformed while Q2 and Q3 have posted meaningfully stronger attendance – a pattern that became even more pronounced in 2025. Winter weather disruptions, extended holiday travel, and the growing normalization of “workations” appear to be pulling some visits out of the colder, holiday-heavy months and concentrating them into late spring and summer.
For employers, office owners, downtown retailers, and city planners, this emerging seasonality matters. Staffing, operating budgets, and programming decisions increasingly need to account for predictable soft quarters and peak periods, making quarterly planning a more useful lens than annual averages. Leasing activity may also convert best in Q2 and Q3, when districts feel most active. Slower quarters, meanwhile, may be better suited for renovations, construction, or employer- and city-led programming designed to give workers a reason to show up.
The growing premium placed on convenience is also evident in the persistence of the TGIF workweek – and in the factors shaping its regional variability.
Before COVID, Mondays were typically the busiest day of the week, followed by relatively steady attendance through Thursday and a modest drop-off on Fridays. Today, Tuesdays and Wednesdays have firmly established themselves as the primary anchor days, while Mondays and Fridays see consistently lower activity. And notably, this pattern has remained essentially stable over the past three years – despite minor fluctuations – as workers continue to cluster their in-office time around the days that offer the most perceived value while preserving flexibility at the edges of the week.
At the same time, while the hybrid workweek remains firmly entrenched nationwide, its contours vary significantly across regions – and the data suggests that convenience is once again a key differentiator.
Across major markets, a clear pattern emerges: Cities with higher reliance on public transportation tend to see weaker Monday office attendance, while markets where more workers drive alone show stronger early-week presence. While industry mix and local office culture still matter, the data points to commute hassle as another factor potentially shaping Monday attendance.
New York City, excluded from the chart below as a clear outlier, stands as the exception that proves the rule. Despite nearly half of local employees relying on public transportation (48.7% according to the Census 2024 (ACS)), the city’s extensive and deeply embedded transit system appears to reduce perceived friction. In 2025, Mondays accounted for 18.4% of weekly office visits in the city, even with heavy transit usage.
The contrast highlights an important nuance: Where transit is fast, frequent, and integrated into daily routines, it can support office recovery, offering a potential roadmap for other dense urban markets seeking to rebuild early-week momentum.
Another powerful signal of today’s convenience-first mindset shows up in commute distances. Since 2019, the share of office visits generated by employees traveling less than five miles has steadily increased, largely at the expense of mid-distance commuters traveling 10 to 25 miles.
To be sure, this metric reflects total visits rather than unique visitors, so the shift may be driven by increased visit frequency among workers with shorter, simpler commutes rather than a change in where employees live overall. Still, the pattern is telling: Workers with shorter commutes appear more likely to generate repeat in-person visits, while longer and more complex commutes correspond with fewer trips. Over time, this dynamic could shape office leasing decisions, residential demand near employment centers – whether in urban cores or in nearby suburbs – and the geography of the workforce.
Taken together, the data paints a clear picture of the modern return-to-office landscape. Attendance is rising, but behavior is no longer driven by mandates alone. Instead, workers are making rational, convenience-based decisions about when coming in is worth the effort.
For cities, the implication is straightforward: Ease of access matters. Investments in transit reliability, last-mile connectivity, and housing near employment centers can all play a meaningful role in shaping how consistently people show up. For employers, too, the lesson is that the path back to the office runs through convenience, not just compulsion, as attendance gains are increasingly driven by how effectively organizations reduce friction and increase the perceived value of being on-site.

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.
