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Who’s Losing Grocery Share to Dollar General – and What Consumer Habit Is Driving Its Growth?
Dollar General is rapidly gaining grocery share, fueled by short “in-and-out” trips and a growing role as a food destination. Since 2019, the chain has taken visits from traditional supermarkets while expanding nationwide beyond its Southern core. Cross-shopping shows Aldi as a complementary partner, while Kroger and other legacy grocers feel the squeeze.
Lila Margalit
Oct 3, 2025
5 minutes

Even as overall retail and dining visits show signs of slowing amid economic uncertainty, dollar stores continue to thrive. In July and August 2025, overall foot traffic to Dollar General and Dollar Tree rose 2.7% and 3.9% year over year (YoY), with average visits per location up 1.8% and 5.7%, respectively.

This momentum has not necessarily come at the expense of other discount giants like Walmart and Target. But what does the dollar-store surge mean for the grocery sector? We dove into the data to find out, focusing on category leader Dollar General. Is the retailer siphoning visits away from supermarkets, or is it serving as a complementary stop alongside other formats?

A Growing Share of Traditional Grocery Visits

Over the past several years, Dollar General has steadily deepened its grocery presence. Fresh produce rollouts, expanded frozen assortments, and a focus on “everyday essentials” have helped shift its positioning from an occasional convenience stop to a more frequent shopping destination.

Foot traffic trends align with this shift. From Q2 2019 to Q2 2025, Dollar General’s share of grocery visits – across both traditional and value chains – rose consistently, while traditional chains like Kroger and Albertsons lost nearly four percentage points. Value grocers, meanwhile, (i.e. Aldi) remained stable through 2022 before gaining ground themselves, suggesting that Dollar General has primarily pulled shoppers away from traditional supermarkets even as other budget-oriented grocers strengthened.

Cross-Shopping Shifts

Cross-visitation data also supports this pattern. Kroger visitors are increasingly supplementing their shopping routines with Dollar General, while Dollar General customers are gradually reducing their reliance on Kroger. This points to Dollar General’s growth coming, at least in part, at the expense of traditional grocers. 

So far, this shift has yet to make a major dent in grocery performance. Even as the share of Dollar General shoppers visiting Kroger has declined, Kroger’s overall traffic has remained relatively steady – up 1.3% between Q2 2019 and Q2 2022, and down just 1.2% between Q2 2022 and Q2 2025. This indicates that Kroger has so far managed to offset losses to Dollar General by drawing in new visits, potentially including shoppers trading down from restaurants to prepared foods in the grocery aisle. Looking ahead, grocers may continue to hold their ground by adapting to consumers' changing food routines, even as dollar stores expand their role in food retail.

Meanwhile, Dollar General’s relationship with Aldi has evolved differently. From 2019 to 2022, overlap between the two chains held flat or dipped slightly. But from 2022 to 2025, cross-visitation rose in both directions: More Dollar General shoppers visited Aldi, and vice versa. The pattern suggests the two are increasingly functioning as complementary stops for value-driven households – similar to how Dollar General coexists with Walmart, Target, and Costco. Aldi's positioning as a complement rather than a direct competitor is likely also one of the tailwinds behind the grocer's sustained nationwide growth. 

Growth Nationwide

And these patterns extend nationwide. Dollar General’s footprint remains strongest in the South, where it accounted for one in five visits to grocery stores in Q2 2025. But the chain’s fastest grocery visit growth is occurring elsewhere. Between 2019 and 2025, its grocery visit share climbed by over four points in the Midwest and more than three points in the Northeast. And despite Dollar General’s relatively limited presence in the West, it nearly doubled its grocery visit share over the same period. 

The Power of Quick Visits

Location analytics further reveal that Dollar General’s growth has been fueled largely by its dominance in short visits – ”in-and-out” trips lasting less than ten minutes for essentials like milk, bread, eggs, or snacks. Dollar General now accounts for 28.0% of all under-ten minute visits to Dollar General, traditional grocery stores, and value grocery stores. This is a sharp increase from the 24.1% relative short visit share going to Dollar General in Q2 2019. 

Dollar General's share of extended visits (over 10 minutes) also grew between Q2 2019 and Q2 2025, but these still account for just 10.2% of combined Dollar General and grocery visits. Together, these trends underscore how Dollar General has solidified its role as a quick-stop destination, carving out a niche that complements rather than fully replaces the traditional grocery trip. 

Looking Ahead

As Dollar General continues expanding its footprint and grocery offerings, its impact on how – and where – Americans shop for food is poised to keep growing. By capturing short-visit traffic and offering a broader grocery selection, the chain is reshaping the competitive landscape and prompting both traditional and value grocers to adapt.

For the most up-to-date dollar store visit data, check out Placer.ai's free tools.

Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Article
Exploring Barnes & Noble’s Recent Acquisitions 
Barnes & Noble’s acquisition of Bay Area chain Books Inc. highlights a strategy that blends community-driven bookstore experiences with the financial scale of a national brand. Location analytics reveal how B&N’s model could reshape Books Inc.’s future.
Bracha Arnold
Oct 2, 2025
4 minutes

Book retailer Barnes & Noble has been making strategic moves to strengthen its position in the marketplace. The chain, which prioritizes building a local, independent bookstore feel while leveraging its size and purchasing power, has been steadily acquiring beloved independent bookstore chains. It first acquired Colorado chain Tattered Cover in 2023, and just announced the acquisition of Books Inc. in the Bay Area.

We took a closer look at recent visit trends and compared Barnes & Noble’s customer behavior with Books Inc. to understand how this acquisition may help B&N extend its experiential, community-driven model – while giving Books Inc. the scale and pull of a national brand.

Cataloging Barnes & Noble’s Visit Growth

Some of the most successful brick-and-mortar retailers today are tapping into consumer desire for experiential retail and community – and Barnes & Noble is no exception. The chain has undergone a significant transformation in recent years, guided by new leadership and a deliberate shift toward bookstores that feel independent while being part of a national brand. 

This approach seems to be resonating with shoppers: Throughout 2025, visits to B&N have risen consistently on a YoY basis. And average visits per location have increased most months as well, showing that even as the bookseller grows its fleet, existing stores are thriving. Building on that momentum, B&N is pushing ahead with expansion – beyond its recent acquisitions, the chain plans to open 60 new stores in 2025.

Books Inc. Under New Leadership

Barnes & Noble has achieved what many booksellers struggle to do: establish itself as an experiential destination for book lovers. Store managers have the freedom to curate selections tailored to their local communities, giving each location its own personality while maintaining the reach and resources of a large retailer. And while the company has acquired smaller, struggling brands, it has done so in a way that preserves their identity while giving them the purchasing power and financial cushion of a major national retailer. The latest example is Bay Area independent bookstore chain Books Inc., which will keep its name even as it operates under new management.

Location analytics reveal meaningful differences in customer behavior at the two chains. At a Barnes & Noble in Redwood City, CA, 65.1% of visitors stayed more than 15 minutes, compared to 57.2% at a Books Inc. just 5.5 miles away. Longer visits reflect the success of Barnes & Noble’s experiential approach – stores designed not just for quick purchases, but for browsing, discovery, and lingering.  

The data also highlight a seasonal divergence. Barnes & Noble sees dramatic surges around key shopping moments – in December 2024, visits to the Redwood City B&N surged 47.5% above average, while Books Inc.’s increase was a more modest 16.4%. While Books Inc. has remained a steady draw throughout the year, Barnes & Noble has carved out a distinct role as a holiday destination, competing not only with other bookstores but also with broader categories like gifting and entertainment – a crucial differentiator in a retail sector where fourth-quarter performance can define a year.

Taken together, these patterns suggest that under B&N’s leadership, Books Inc. could deepen its appeal as both a community hub and a shopping destination. If management successfully blends Books Inc.’s historic local ties with B&N’s proven ability to capture extended visits and seasonal demand, the chain may see more sustained engagement and stronger sales peaks.

A New Page for Books Inc.

Barnes & Noble’s acquisition of Books Inc. has the potential to strengthen both brands. For B&N, it reinforces a community-first strategy that independent bookstores have long excelled at – and that continues to resonate with readers. For Books Inc., it brings the pull and financial stability of a national chain.

To explore more chains leading the visit growth pack, check out our free tools.

Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Article
3 Factors Driving Dillard’s Department Store Success
Dillard’s has managed to outperform the wider department store space in 2025 by sustaining traffic during key months, benefiting from a Sunbelt-heavy footprint, and positioning itself as a weekend destination. Its clearance locations have also thrived, highlighting the enduring importance of value-oriented shopping in a cautious consumer climate.
Lila Margalit
Oct 1, 2025
4 minutes

Department stores have faced significant challenges in recent years, with inflationary pressures and the rise of off-price competitors weighing on performance. Yet Dillard’s has managed to buck the trend. We dove into the data to explore some of the factors helping Dillard’s stay ahead of its peers. 

Holding the Line on Visits

Better-than-expected recent earnings beats notwithstanding, department stores have faced considerable headwinds in recent years, with store closures and an overall category contraction leading to visit slowdowns. But Dillard’s has remained ahead of the curve – a resilience reflected not only in steady shopper traffic but also in a stock price that has surged as the chain continues to outperform peers. 

While overall department store visits fell year-over-year (YoY) through much of 2025, Dillard’s posted positive traffic growth in several key months – most notably May, July, and August – and consistently outpaced a wider segment that saw continued declines. 

Delivering on Fundamentals

Location analytics reveal three factors behind Dillard’s recent success: a consistent emphasis on fundamentals that have turned its stores into weekend retail destinations, a Sunbelt-focused footprint, and a thriving clearance network.

First, the fundamentals: Dillard’s has consistently excelled at the basics – maintaining clean, well-staffed stores, prioritizing essentials over fads, and offering an in-store experience defined by helpful sales associates. The fruits from this investment can be seen from its position as a bona fide destination. Between January and August 2025, 42.9% of Dillard’s visits took place over the weekend (Saturdays and Sundays), compared to 40.0% for other department stores. And almost half of Dillard’s weekend visitors traveled more than ten miles to shop (see chart below), versus just 36.5% for other department stores.

The pronounced weekend shift indicates that Dillard’s has become a destination retailer that shoppers go out of their way to visit – a powerful marker of brand strength in a challenging environment.

Success in the South

Dillard's concentration in growing Sunbelt markets like Texas and Florida may also mean that Dillard's is operating in markets relatively favorable to its offerings. The chain has no footprint in the Northeast, where the department store segment has seen the largest YoY declines. Instead, most of its stores are in the South and West where wider department store traffic trends have been generally more favorable. 

The Power of Clearance

Last but not least, Dillard’s successful clearance centers have also bolstered the retailer. Out of its 272 stores, 28 operate as clearance centers, and these locations are thriving.

While overall year-to-date visits to Dillard’s remained essentially flat YoY between January and August 2025 – aligning with recent earnings reports – visits to clearance stores rose 7.5% YoY. These outlets are driving meaningful incremental traffic at a time when value-conscious shopping is reshaping consumer behavior. 

Betting on the Future

By combining regional strength, thriving clearance centers, and destination appeal, Dillard’s has carved out a rare advantage in a challenged sector. And with its recent acquisition of Longview Mall in Texas, the chain is showing that it’s not just surviving today’s headwinds – it’s betting on the future of department store retail.

For more data-driven department store insights explore Placer.ai’s free tools.

Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Article
Expansion Into New Categories Signals Shift for Gap Inc. 
Gap Inc. is expanding into beauty and accessories to offset apparel’s sameness, capture value-driven and aspirational shoppers, and build brand identity. With overlap in beauty and off-price traffic, success depends on delivering trend-forward products and in-store expertise.
Elizabeth Lafontaine
Sep 30, 2025
7 minutes

Apparel's Identity Crisis

At a time when much of the retail industry looks and feels the same, many retailers are working to cement their brand identity and individuality with consumers, which can help set them apart from their competitors. Finding a competitive advantage can be hard to come by in 2025, as consumers hunt for value wherever they can find it and loyalty to any individual chain is low. This challenge is especially true in the apparel category, where assortments across retail banners have become more similar over time and retailers rely on the same trend forecasting, leading to a lack of newness in the market for shoppers. 

Broadening the Gap Inc. Experience

One option to freshen up merchandising and offer something unique to potential visitors is through category expansion. Creating more opportunities for consumers to engage with different types of products in a single location could improve visit frequency and overall customer satisfaction, and allow the brand's ethos to expand beyond its traditional borders. Gap Inc. recently announced a new initiative in line with this theory; Both Gap & Old Navy will launch beauty lines in 2026 and 2025 respectively. Old Navy is also slated to launch a true collection of handbags

Accessories and beauty are natural product expansion categories for retailers that specialize in fashion; for other apparel brands such as J.Crew, Madewell and French label Sézane, accessories have helped to bolster their business and deepen their relationships with shoppers. Luxury apparel and accessory brands have long intertwined their labels with beauty as well, which has helped to spark the prestige beauty industry. In examining the potential opportunity for both retailers and the expanded categories through the lens of retail visits, it’s clear that the mainstream apparel brands can benefit from creating more opportunities for consumers to engage with different products. 

Beautifying Gap Inc. 

Gap Inc.’s planned launch of beauty lines at both Old Navy and Gap tap into the excitement generated by the beauty industry since the pandemic. Recently, the beauty space has faced more headwinds, with increased market saturation and changing consumer behavior softening demand for the category. 

But beauty still has a lot of potential momentum ahead, with consumers' continued focus on health, wellness and appearance as well as the rising demand for more affordable indulgences and luxuries in the face of a challenging consumer environment. And while traffic to beauty and self care retail has remained relatively flat in 2025 so far compared to 2024, the industry is still lapping exceptionally strong gains from the past few years.

Strong Demand for Beauty Among Gap & Old Navy Shoppers

Gap Inc. has a strong opportunity to bring a fresh perspective to the beauty category. A significant share of Gap and Old Navy shoppers also frequent Ulta, with Old Navy showing the higher overlap (42.2% of Old Navy visitors also visited Ulta between January and August 2025, compared to 38.1% of Gap visitors) – likely one reason the beauty line will debut there first. The audience crossover between Gap Inc.'s leading banners and Ulta highlights clear demand for beauty among Gap Inc.'s customer base and opens the door for the company's apparel brands to capture a portion of that spend over time. 

Importantly, both Ulta and Sephora have leaned into expanding their private-label offerings, reflecting consumers’ growing comfort with trying beauty products outside of traditional beauty brands. That shift suggests shoppers may also be willing to embrace beauty lines from retailers like Gap and Old Navy, giving Gap Inc. a more favorable entry point into the category.

Gap Inc.’s most recent release about the project mentioned adding beauty consultants to the Old Navy stores during this fall’s rollout of the category. Dedicated product knowledge and expertise is incredibly important in the beauty space, and visitors tend to stay longer to browse and learn. If Old Navy could capture even a few extra minutes of shoppers’ attention, conversion and dwell times could rise during the remainder of 2025.

Handbags Might Hold the Key to Gap Inc.’s Long Term Growth

Similar to the brands’ expansion into beauty, a new push into the accessories category might just be what Gap Inc. needs to further cement itself as a steward of American fashion. Accessories, including handbags, have had a challenging few years in the post-pandemic period. The category has become more fragmented, and consumers have shown an inclination for fewer logos and branded products. And, the Gap brand has already tested the strategy earlier this year with its collaboration with travel brand Beis. 

Old Navy is the first brand to release a robust handbag offering, under the creative direction of Zac Posen – and there is evidence to suggest that handbags might be a great new expansion for the brand. Looking at Old Navy and Gap's visitor habits shows that there are high levels of cross-visitation with off-price retailers, including T.J.Maxx, Marshall’s and Ross Dress For Less. 

The off-price channel has had the benefit of being able to curate an assortment of designer and branded handbags at value-driven price points, which has made it more difficult for other retailers to compete. Old Navy focusing on creating products that are value-driven but also fashion forward might prove them to be a worthy adversary in the value apparel space. 

But the data also highlights that Gap may hold an even stronger opportunity in accessories.. The chain hasn’t launched its renewed accessories program, but the company recently announced hires hailing from leading accessories giants that certainly can help the brand shape its handbag identity. For consumers who are focused on trend-right styles at a more accessible price point, Gap may be able to find its footing, especially against the backdrop of economic headwinds for many American consumers. 

Opportunity from Luxury Shoppers

Shoppers may also be looking for alternatives to luxury accessory brands over the next few years – especially those consumers who are considered more aspirational, or only purchase luxury goods occasionally due to their levels of discretionary spending. Foot traffic to luxury apparel and accessories brands shows a slowdown in luxury apparel's offline growth throughout 2025, and insights show that the visits are becoming more consolidated around wealthier shoppers. 

Strategic Pivot From Apparel to Lifestyle? 

Gap Inc.’s expansion into beauty and accessories can help the company drive differentiation in a retail environment where sameness dominates. By entering categories that naturally complement fashion, Gap Inc. has an opportunity to extend its brand identity beyond apparel, deepen customer engagement, and capture wallet share from both loyal shoppers and those trading down from luxury.

Success will hinge on execution: delivering value-driven yet fashion-forward products, ensuring knowledgeable in-store experiences, and crafting compelling brand storytelling. If Gap Inc. can leverage these new categories effectively, its beauty and accessories strategy could not only boost near-term traffic and sales but also lay the foundation for sustainable long-term growth in a highly competitive market.

Shifts away from designer handbags, both in the luxury and mid-tier segments, may create the perfect opportunity for Gap to stake its claim. The industry is still lacking affordable, fashion driven accessories that can appeal to a wide array of consumers. If the merchandising and brand storytelling can create a compelling reason to buy for shoppers, the brand might be able to extend the reinvention that has been working for the retailer throughout 2025. 

Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Article
Beauty and Fitness Foot Traffic: From Post-Pandemic Correction to New Normal
Beauty and fitness retail stores have not only recovered from the pandemic, but significantly surpassed pre-pandemic foot traffic levels. In the fitness space, this growth is in part driven by increased visitor frequency, and in the beauty space, continued growth hinges on the integration of a store experience that complements digital shopping behavior. 
Ezra Carmel
Sep 29, 2025
5 minutes

At the height of the pandemic, many wondered whether beauty (retailers like Ulta and Bath & Body Works) and fitness (i.e. gyms and health clubs) foot traffic would ever recover from the many months of home workouts and social distancing. Several years on, however, visits to these retail spaces have not only rebounded, but well-surpassed pre-pandemic levels. We dove into the data for the Beauty and Fitness spaces to find out how consumer behavior has changed and what might be contributing to these categories’ sustained foot traffic growth. 

How Far Beauty and Fitness Have Come

The graph below shows that visits to the Beauty & Self Care and Fitness spaces followed a consistently upward trajectory between 2021 and 2024, but their paths are now beginning to diverge. 

Beauty – which expanded its offline footprint more rapidly compared to fitness between 2021 and 2024 – now appears to be plateauing. Ulta, one of the major beneficiaries of the post-pandemic beauty boom, recently raised its full-year guidance, while still expressing caution around global trade uncertainty and noting deceleration in higher priced fragrance and cosmetics. Some executives also report value-conscious shoppers as becoming more selective in their spending instead of chasing every new beauty trend. As a result, even though the sector remains well above pre-pandemic levels, rising consumer caution is putting the brakes on further gains – at least for now.

Meanwhile, fitness traffic continues to grow consistently year over year, perhaps aided by increasingly health-conscious Gen Z and millennial consumers. Although fitness' gains over the pre-pandemic baseline are not as large as those seen in beauty, the category’s steady momentum reflects an increasing consumer focus on wellness and signals substantial potential for future growth.

Fitness Sees More Frequent Visitors

One factor behind the rise in fitness visits is likely that gymgoers are working out more frequently. 

The share of visitors going to the gym around once a week (four times a month or more) increased between Q1 2024 and Q1 2025. Even more impressive is the increased visit frequency at the start of the year, a traditionally strong period for fitness traffic. 

Fitness chains typically see a surge in visits at the start of the year as gym visitors – both new sign-ups and existing members – renew their commitment to healthy lifestyles as part of their New Year’s resolutions. 

And the data suggests that gym-goers hit the gym more frequently during this period, as well. Close examination of the shaded area in the graph below shows that the share of gym-goers that went at least four times a month (about once a week) during the months Q1 2025 has increased compared to Q1 2024. And the most recent data reveals that frequency has remained higher this year compared to 2024 throughout the summer as well, indicating that visitor frequency is continuing to grow more robust. 

In a period of economic uncertainty, gym-goers are getting more value out of their memberships than in the past, and seem to be more likely to join, and remain members, throughout the year. 

Beauty Redefines the In-Store Experience

Even as visits to the beauty space surged since 2019, the length of the average visit has decreased, highlighting the evolving but still critical role of physical stores.

Analysis of average visit duration for three leading chains – Ulta, Bath & Body Works, and Sally Beauty Supply – shows that the average visit length dropped across all three chains between H1 2019 and H1 2024. This trend may reflect the growing influence of social commerce in product discovery and digital sales, reducing the need for extended in-store browsing. 

Yet, physical stores remain a powerful driver of engagement: many consumers still seek immersive experiences and want to try and buy products in-person. Retailers are enhancing the appeal of in-store shopping through cutting-edge beauty tech that connect digital discovery with physical retail spaces. Notably, between H1 2024 and H1 2025, the analyzed brands experienced a modest rebound in visit length – further evidence that physical stores continue to serve as vital tools for consumer engagement. 

Not a Recovery, But Reinvention

Foot traffic to both the beauty and fitness spaces has surpassed pre-pandemic levels. However, value-consciousness is currently putting pressure on beauty retail while health-consciousness is aiding fitness gains. Still, the future looks bright for both categories, in which physical spaces are taking on a new role in engaging consumers.

Want more data-driven retail insights? Visit Placer.ai/anchor.

Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Article
Affluent Shoppers Sustain Luxury, But Growth Potential May Be Limited
Apparel is diverging in 2025 as luxury and off-price outperform traditional retailers. Visit data shows luxury gaining ground among high-income shoppers, while off-price continues to scale with broad consumer appeal. Traditional apparel lags as value and exclusivity dominate demand.
Bracha Arnold
Sep 26, 2025
3 minutes

As consumer spending continues to bifurcate, mid-tier chains face headwinds while off-price and luxury apparel gain ground. Which of the two apparel segments has the greatest growth potential? We dove into the data to find out. 

Luxury Climbs, Off-Price Climbs Higher

Off-price has led apparel growth in recent years, and continuing economic uncertainty is helping the segment build on that momentum and continue its upward trajectory in 2025. But the luxury apparel segment – which underperformed the wider apparel category for much of 2024 – has also been on the rise lately, as shown in the chart below.

So far in 2025, foot traffic to luxury chains and department stores has increased year-over-year, consistently outpacing the broader apparel category. This trend reflects the increasingly bifurcated retail space: value-oriented chains, including off-price leaders, are winning over budget-conscious shoppers, while premium brands continue to attract affluent customers who remain less sensitive to economic headwinds.

Still, the data also shows that off-price chains continue to show significantly stronger traffic growth, while luxury visits have recently stabilized – traffic between June and August 2025 was roughly flat YoY. This contrast underscores the greater growth potential of value-oriented retailers in the current environment, with middle-income shoppers far more likely to trade down into off-price than to stretch into luxury. So although affluent spending appears to be holding steady, luxury’s room for further expansion may be limited. 

Luxury's Narrowing Audience?

Luxury may be more visible than ever, with social media fueling brand awareness. Pandemic-era stimulus checks may also have briefly given middle-income shoppers an opportunity to splurge on coveted labels. But beneath the surface, the data suggests that the audience is actually narrowing, with luxury chains drawing more heavily from affluent areas – even as brands try to broaden their lines and bring prestige to the masses.

Between 2022 and 2025, the median HHI for luxury shoppers climbed from $115K to nearly $118K, while the medians for traditional and off-price apparel shoppers held steady.

This suggests that, as prices rise, luxury increasingly depends on the nation’s wealthiest households, while off-price, with its median HHI of $75K (closely aligned with the national average of $79.6K according to PopStats 2024 data), continues to draw a broad shopper base. Off-price’s income profile may even be buoyed by wealthier shoppers trading down, while mid-range apparel chains feel the pressure of more cost-conscious behavior.

The Horseshoe Effect

As 2025 progresses, apparel’s bifurcation is likely to deepen, with off-price chains positioned to capture continued traffic gains from value-driven shoppers and even affluent consumers trading down. Luxury is likely to remain resilient among high-income households, but its reliance on a narrowing customer base may limit growth, leaving value-oriented retailers better positioned to capitalize on shifting consumer dynamics in the months ahead.

To see up-to-date retail traffic trends, visit our free tools

Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.

Reports
INSIDER
Report
5 Grocery Growth Drivers in 2026
How Expanded Supply, Trip Frequency, and Shopping Missions Are Reshaping Food Retail and Creating Multiple Paths to Growth
February 19, 2026

Key Takeaways

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.

What is Driving Grocery Growth in 2026?

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.

More Trips, More Formats, and a Shift Toward Mission-Driven Shopping

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. 

Scale Captures Demand – But Fragmented Trips Leave Room to Grow

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.

The Core Drivers of Grocery Growth in 2026

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.

1. Expanded Grocery Supply Is Fueling Growth While Traditional Grocery Stores Hold Their Lead 

Expanded Grocery Access Is Increasing Overall Category Engagement

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.

Traditional Grocery Stores Maintain a Stable Share of Visits Despite Growing Competition

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.

Mass Merchants Face Share Pressure as One-Stop Competition Expands

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. 

2. Low and Medium-Income Households Driving Larger Visit Gains 

Grocery Growth Is Shifting Toward Lower- and Middle-Income Trade Areas

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. 

Higher Food Costs Likely Driving More Frequent, Budget-Conscious Trips

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.

Necessity-Driven Shopping Is Powering Grocery Visit Growth

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.

3. Rise in Short Grocery Trips Driving Offline Grocery Gains

More Frequent, Shorter Grocery Trips

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. 

Omnichannel Grocery Shopping Fueling Short Trips to Physical Stores 

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. 

Grocery Shoppers Are Splitting Trips Across Multiple Retailers

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.

Different Trip Types, One Outcome: Continued Store Traffic Growth

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. 

4. Consolidation as a Growth Driver 

Large Chains Continue to Pull Ahead in Visit Share

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.

Scale Enables Broader Assortment, Stronger Value, and Better Execution

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.

5. Competition for "Share of List" Growing Grocery Visit Pie 

Both Long and Short Trips Are Driving 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.

Large and Small Chains Win by Competing for Different Shopping Missions

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. 

What These Trends Mean for Grocery Growth in 2026

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.

INSIDER
Report
Office Attendance Drivers in 2026: The New Rules of Showing Up
Dive into the data to learn how convenience-driven behaviors are impacting the office recovery – and how stakeholders from employers to office owners and local retailers can best adapt.
February 5, 2026

Key Takeaways:

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.

When Policy Isn’t Enough

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. 

Office Attendance Reaches a New High, But Momentum Slows

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. 

Weather, Workations, and a New Kind of Seasonality 

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 Quest for Convenience and the TGIF Workweek

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.

Commute Friction Shaping the Start 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. 

Proximity as a Key Attendance Driver

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.

Friction in Focus 

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.

INSIDER
Report
Five Ways Retailers Can Leverage AI Without Losing What Works
Read the report to learn how AI is changing store roles, operations, marketing, and fleet strategy – and how to apply it without undermining what already works.
January 29, 2026

Strategic Insights

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.

Another Inflection Point for Physical Retail?

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.

1. Driving Engagement & Conversion in Physical Retail

The Store as Confirmation Point

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’s Early Bet on the Informed Consumer Pays Off

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.

2. Creating Seamless In-Store Experiences 

AI Inside the Store

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.

Using AI to Remove Exit Friction at Sam’s Club

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.

Aligning AI with Store Purpose

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.

3. Scaling Expertise on the Sales Floor

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.

4. Reaching the Right Audience at the Right Moment

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.

5. Building Smarter Store Fleets With AI

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.

AI Won’t Matter Equally Across All Retail Formats

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.

Raising the Bar for Physical Retail

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.

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