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Article
Black Friday Weekend: Plenty of Reason for Cheer
Black Friday is the biggest retail milestone of the year – drawing millions of shoppers to stores nationwide. How did brick-and-mortar retailers fare during this year’s Black Friday? We took a closer look at the data to find out.
Lila Margalit
Dec 5, 2024
3 minutes

Black Friday is the biggest retail milestone of the year – drawing millions of shoppers to stores nationwide. And even as e-commerce claims a growing piece of the holiday shopping pie, consumers flock to brick-and-mortar retailers to browse the aisles, check out new products, and enjoy the festive holiday atmosphere. 

But how did brick-and-mortar retailers fare during this year’s Black Friday? Did the high-stakes shopping period deliver?

Brick-and-Mortar Retail Visits Up 0.9% YoY

Black Friday has evolved into a multi-day shopping bonanza. Early holiday sales draw crowds well before Thanksgiving, and major markdowns continue into the weekend and through Cyber Monday. Still, foot traffic data shows that the traditional milestone hasn’t lost its touch. On November 29th, 2024 visits to retailers nationwide surged by 40.4% compared to an average Friday this year – up slightly from 39.8% in 2023.

Year over year (YoY), retail foot traffic increased 0.9% on Black Friday this year – a modest uptick, but one which highlights the resilience of physical retail in an increasingly digital world. Most of the days during the week leading up to Black Friday also saw modest YoY visit increases, as shoppers got a head start on their bargain hunting. And the Saturday and Sunday following the milestone saw more significant YoY visit increases of 2.0% and 6.2%, respectively – perhaps driven in part by customers picking up orders placed online during Black Friday.

Black Friday saw a small YoY increase with some weekend shift in traffic

Regional Factors at Play

Digging deeper into the data for different areas of the country shows that the resonance of the milestone varies significantly by region. In Delaware and New Hampshire, visits to retailers on November 29th were up a whopping 75.9% and 72.8%, respectively, compared to an average Friday this year. And in much of the Midwest – including North and South Dakota, Nebraska, Indiana, Minnesota, Wisconsin, Iowa, Kentucky, Tennessee, and Kansas – retail foot traffic surged by more than 50.0%. By contrast, Western states such as California (26.0%), Wyoming (24.1%), New Mexico (24.5%), Montana (31.3%), Colorado (32.6%), Nevada (33.1%), and Utah (33.6%) experienced much more modest visit boosts.

Black Friday Drove the Biggest Retail Visit Spikes in Parts of the Midwest, South, and Northeast

The differences in statewide Black Friday performance may reflect more general regional Black Friday patterns. Though the Mountain states saw smaller Black Friday visit spikes than other areas of the country, retail visits in the region on November 29th, 2024 were up 4.1% YoY – perhaps a sign that the milestone is growing in local importance. The Eastern and Western South Central regions saw YoY visit increases of 3.7% and 2.8%, respectively – while the South Atlantic region saw a 1.5% increase. Meanwhile, some of the areas where Black Friday is most resonant – including the Midwest – saw visits remain flat or fall slightly below 2023 levels. 

The Mountain and South Central Regions Saw the Most YoY Growth in Black Friday Retail Visits

No Room for FOMO

Holiday shopping is about more than just making transactions – consumers eagerly leave the comfort of their homes to embrace the thrill of the treasure hunt, explore new products firsthand, and enjoy the experience of shopping with friends. And foot traffic data shows that Black Friday retains plenty of in-person appeal.

For more data-driven insights, visit placer.ai

Article
Pre-Thanksgiving Travel & Leisure Visitation Patterns
Many Americans choose to take the entire week of Thanksgiving off, heading home early and maximizing family time during the holiday. How does the extra vacation time impact travel and leisure foot traffic? We dove into the data to find out. 
Shira Petrack
Dec 4, 2024
4 minutes

Many Americans choose to take the entire week of Thanksgiving off, heading home early and maximizing family time during the holiday. How does the extra vacation time impact travel and leisure foot traffic? We dove into the data to find out. 

Airports & Ground Transportation Hubs Exhibit Similar – Yet Distinct – Holiday Visitation Patterns  

The Tuesday and Wednesday before Thanksgiving are among the busiest travel days of the year as Americans head back home or travel to friends to celebrate the holiday with loved ones. But with many employees taking the entire week of Thanksgiving off – or choosing to work remotely – the Saturday before Thanksgiving is also a popular travel day.

On Saturday November 23rd, 2024, major U.S. airports and ground transportation hubs saw a 16.8% and 12.5% increase in visits, respectively, compared to the recent Saturday average. The Saturday spike suggests that many travelers started their holiday journey early to avoid the pre-Thanksgiving rush while enjoying a little more time with family and friends.

Visits to both airports and ground transportation hubs then fell on Sunday – although the airport drop was more pronounced than the bus and train station dip – before diverging for the rest of the week: Bus and train stations rose on Monday and peaked on Tuesday before leveling off, while airport visits stayed low on Monday, spiked on Tuesday, and peaked on Wednesday. 

The dip in Monday visits along with the relatively larger drop in Sunday visits for airports is likely due to athe decrease in business travel during the week of Thanksgiving. Meanwhile, ground transportation may pick up on Monday because those trips tend to be longer – so travelers could be choosing to head out earlier.

Visits to Major U.S. Airports, Ground Transportation Hubs Compared to Same-Day Average between 9/1/24-11/21/24

Hotel Visits Dip Despite Rise in Travel 

But even as travel traffic increased, hospitality visits dipped. Most hotel categories – with the exception of luxury hotels – received significantly fewer visits on the days before Thanksgiving relative to their recent daily visit averages, with visits only rising slightly for some categories just before the holiday. 

This substantial drop in hotel visits pre-Thanksgiving is likely due to a decrease in business travel ahead of the holiday. But all that Saturday travel (see above) still means more people away from home – so where are these travelers staying? The dip in hotel visits before Thanksgiving suggests that many people traveling earlier in the week may be choosing to forego the hotel and instead stay with friends or family. 

Visits to Hotels by Category, Compared to Same-Day Average between 9/1/24-11/21/24 show a slight dip

Visits to Attractions Spike Ahead of Thanksgiving

How do these early Thanksgiving travelers spend their time ahead of the holiday? 

Many of those traveling early may be taking extra PTO ahead of the holiday to maximize quality time with their geographically distant family – so, unsurprisingly, foot traffic data indicates that visits to family-friendly destinations spike ahead of the holiday. 

This year, visits to museums, aquariums, and zoos peaked on the Tuesday before Thanksgiving relative to the recent Tuesday average, and remained significantly elevated on Wednesday. Museums – which may appeal to a wider age range than the other two types of attractions – also received a substantial visit boost on Monday. 

This trend highlights the opportunity for family-friendly venues to strategically plan events, promotions, and extended hours during the early Thanksgiving week to attract traveling families seeking meaningful experiences together.

Visits to Museums, Aquariums, and Zoos Over Thanksgiving Week are higher Compared to Same-Day Average between 9/1/24-11/21/24

Out of Town Guests Visit Museums

Indeed, zooming in on family-friendly museums across the country reveals that these venues tend to welcome a much larger share of out-of-town guests on the Monday to Wednesday before Thanksgiving compared to the same period the week before. This suggests that many of those who traveled early for Thanksgiving use the days ahead of the holiday to spend quality time with their relatives and engage in family-friendly activities in their hosts’ cities. Museums and similar venues can capitalize on this trend by tailoring their offerings or promotions to appeal to these out-of-town visitors during this peak period.

Share of Visitors Living 100+ Miles Away from Venue, Monday to Wednesday Before Thanksgiving Compared to Previous Week  show an increase

Opportunities for Family-Friendly Fun During Thanksgiving Travel Boom

Analyzing pre-Thanksgiving foot traffic to travel hubs and leisure venues reveals that many Americans likely leverage the extra time off to extend their stay with their loved ones and explore local attractions together. By understanding these trends, businesses and cultural institutions can better cater to holiday travelers, creating meaningful experiences during this uniquely busy and family-focused season.

For more data-driven insights, visit Placer.ai.

Article
2024 Pre-Thanksgiving Consumer Traffic Trends 
We dove into the consumer foot traffic trends for the week before Thanksgiving to uncover some lesser-known ripple effects the holiday brought to retail, dining, airports, and more.
Shira Petrack
Dec 3, 2024
3 minutes

Many of Thanksgiving’s consumer behavior impacts are broadly recognized, from the pre-Thanksgiving Turkey Wednesday peak at grocery stores to the post-Thanksgiving Black Friday shopping bonanza. But diving into consumer foot traffic trends for the week before the holiday reveals some lesser-known ripple effects from many Americans’ favorite national event. So how did Thanksgiving impact retail, dining, and airport visits this year? We analyzed the data to find out. 

Visits to Home Decor & Party Supply Stores Spike  

Many Americans host friends and family for Thanksgiving dinner, leading to the well-recognized spike in pre-Thanksgiving grocery traffic that culminates on Turkey Wednesday. But hosting a proper Thanksgiving dinner requires more than just good food – the space needs to be prepped as well. 

Foot traffic data indicates that many consumers do in fact spend the week before Thanksgiving shopping for decor and other entertainment supplies, driving visit increases at home furnishing stores such as Homesense and at party supply stores such as Party City. And the prospect of guests also seems to motivate consumers to tackle whatever home repair projects they’ve been putting off – visits to home improvement stores, including Home Depot and Lowe’s, also received a significant boost the week before Turkey Day. 

Visits to Furniture & Home Furnishing Stores, Gifts & Craft Stores Over Thanksgiving Week, Compared to Same-Day Average* between 9/1/24-11/21/24 show a surge in visits

Dining Visits Rise 

All the time spent in the kitchen cooking for Thanksgiving may also be contributing to a rise in dining visits on the days leading up to the holiday. Although visits to restaurants, breakfast joints, and fast food places dipped slightly during the weekend before Thanksgiving, foot traffic to major dining segments began climbing on Monday, November 25th before peaking on Turkey Wednesday. 

This increase in dining visits could be due in part to home cooks – and their families – looking to fuel up outside the home as the kitchen gets taken over by Thanksgiving prep. And some Americans who started the Thanksgiving vacation early may choose to spend some quality time going out to eat with their friends and families prior to the big day. Others who are already traveling may also be driving up dining visits by looking for more meals on the go. 

Visits to Dining Categories Over Thanksgiving Week, Compared to Same-Day Average* between 9/1/24-11/21/24 show a peak on wednesday before Thanksgiving

Car Categories’ Visit Boost Limited to Wednesday 

But even as some Americans begin their Thanksgiving travels earlier in the week, most Americans traveling by car seem to wait until Wednesday to head out – and the traffic boost to car-related categories seems to occur much closer to the day itself. Car shops & services and gas stations & convenience stores received a minor bump on the Tuesday before Thanksgiving as some Americans hit the road early or got their car serviced ahead of the long drive back home. But most of the traffic boost to car shops, car washes, and gas stations occurred on Wednesday November 27th – just before Thanksgiving travel. 

Boost to Auto-Related Categories Limited to Day Before Thanksgiving

Thanksgiving’s Foot Traffic Boost 

Thanksgiving’s economic impact is not limited to grocery stores and post-Thanksgiving Black Friday shopping. Analyzing consumer foot traffic data for the week before the holiday reveals the widespread impact that Thanksgiving has on a range of consumer sectors, from car washes to dining segments to home improvement. 

For more data-driven consumer insights, visit placer.ai

Article
Turkey Wednesday 2024: A Veritable Grocery Feast 
Turkey Wednesday – the day before Thanksgiving – is the busiest day of the year for the grocery industry. How did this year’s Turkey Wednesday measure up – and which brands capitalized most successfully on this critical shopping event?
Lila Margalit
Dec 2, 2024
5 minutes

Turkey Wednesday – the day before Thanksgiving – is the grocery industry’s Black Friday. As shoppers flock to stores for turkeys, cranberry sauce, and other holiday essentials, the day delivers impressive visit spikes for grocery, superstore, and dollar stores alike. But how did this year’s Turkey Wednesday measure up – and which brands capitalized most successfully on this critical shopping event?

We dove into the data to find out. 

Gobble Till You Wobble

People love to shop – but they also love to procrastinate, descending on stores just before major holidays to grab last-minute supplies. So far in 2024, March 30th (Easter Eve), May 11th (the day before Mother's Day), and November 27th (Turkey Wednesday) have been the busiest days of the year for grocery stores, superstores, and discount & dollar stores. But while the first two milestones drew bigger crowds to superstores and discount & dollar stores – both natural destinations for gift buyers and food shoppers alike – Turkey Wednesday was the grocery sector’s time to shine. 

On November 27th, 2024, grocery stores saw visits surge by 81.0% compared to a year-to-date (YTD) daily average, capturing over half (51.2%) of visits across grocery, superstore, and discount chains. (During the rest of the year, grocery stores account for just 46.6% of the three industries’ overall visit pie.) Still, superstores and discount & dollar stores also attracted plenty of pre-Thanksgiving shoppers with enticing holiday promotions of their own. And despite reports of consumer cut-backs ahead of the holiday, this year’s Turkey Wednesday performance was on par with last year’s, with grocery visits on November 27th 2024 up 0.7% relative to November 22nd 2023 (last year’s Turkey Wednesday). 

A bar chart compares visit increases on the day before Easter, Mother's Day, and Turkey Wednesday (Nov. 27, 2024) relative to the daily average, with Turkey Wednesday showing the highest grocery store spike (81%). Another bar chart illustrates visit share distribution among grocery stores, superstores, and discount/dollar stores, highlighting grocery stores' increased dominance on Turkey Wednesday.

See You in Mississippi – and Minnesota

Diving into statewide grocery store data shows that like Black Friday, Turkey Wednesday’s appeal isn’t evenly distributed across the United States. Though grocery visits spiked nationwide on November 27th, 2024, some regions saw bigger foot traffic peaks than others. 

In the Pacific Northwest, parts of New England, and some Mountain states, for example, grocery visits increased by less than 70.0% compared to a YTD daily average. But in parts of the Midwest and South, visits spiked by over 90.0%. Mississippi and Minnesota in particular stood out as major Turkey Wednesday winners, with visits up 96.8% and 96.5%, respectively. These regional differences highlight Turkey Wednesday’s special resonance in areas where holiday shopping traditions like Black Friday also dominate.

Visits to Grocery Stores on Turkey Wednesday (Nov. 27 '24)  Compared to YTD (Jan. 1 - Nov. 26 '24) Daily Average by state shows highest change in parts of midwest and south

Traditional Grocery Chains Claim the Spotlight

Which grocery chains benefit the most from Turkey Wednesday? A look at individual brands shows that traditional grocery stores – think Kroger, Albertsons, and Safeway – generally see bigger pre-Thanksgiving visit boosts than limited-assortment value chains like Aldi and Trader Joe’s. And in keeping with the regional trends noted above, some of the best-performing chains are midwestern favorites like Schnucks and Albertsons’ Jewel-Osco, which saw Turkey Wednesday foot traffic surges this year of 103.9% and 92.6%, respectively. 

But numerous other chains also saw major Turkey-fueled visit increases on November 27th – including Food 4 Less, the Kroger-owned regional value chain with locations in both the Midwest and California, and East Coast brands ShopRite and Wegmans. When it comes to last-minute holiday shopping, it seems, there is plenty of room for multiple brands to thrive.

Turkey Wednesday visits compared to daily average show traditional grocery chains experience the largest increase in traffic

Budget Brands Get in the Game 

Though value-oriented grocery chains typically see smaller visit spikes on Turkey Wednesday, many budget brands are steadily growing their pre-holiday audiences. 

Grocery Outlet Bargain Market and Aldi saw foot traffic rise by 13.5% and 11.2%, respectively, on November 27th, 2024 compared to last year’s Turkey Wednesday. (Both chains also saw substantial increases in the average number of visits to each of their individual locations – 9.7% and 8.4%, respectively – proving that the increase isn’t solely a result of fleet expansion.) Meanwhile, traditional grocery leaders like H-E-B, Kroger’s Ralphs, Ahold Delhaize’s Hannaford, and Albertsons’ Jewel Osco, also recorded year-over-year (YoY) foot traffic gains, highlighting robust performance across much of the sector.

Value and Specialty Grocery Chains Lead Turkey Wednesday YoY Visit Growth

No Time to Go Cold Turkey

Groceries are a crucial part of the Thanksgiving holiday – but liquor, it seems, may be even more indispensable. On November 27th, 2024, visits to liquor stores surged even higher than visits to grocery stores – generating a remarkable 186.4% visit spike, as consumers stocked up on spirits to ease the mood at stressful family gatherings or to show gratitude to hard-working hosts. Like for grocery stores, Turkey Wednesday was liquor stores’ busiest day of the year so far – though if last year is any indication, the run-up to Christmas will likely generate even more impressive traffic bumps. 

Liquor stores see a large increase in traffic, +186.4% compared to the YTD average

Plenty of Gratitude to Go Around

Turkey Wednesday 2024 reaffirmed the key role played by traditional grocery stores in the run-up to Thanksgiving. And though supermarkets and liquor stores stole the spotlight, superstores and discount & dollar stores also experienced significant visit upticks – and value chains are steadily growing their pre-holiday audiences. How will these categories continue to fare throughout the rest of the holiday season? 

Follow Placer.ai’s data-driven retail analysis to find out. 

Article
Starbucks’ Red Cup Day Makes a Comeback 
Visits to Starbucks usually spike on its annual Red Cup Day, as patrons flock to the chain to order a specialty holiday beverage and receive a complimentary reusable red cup. How successful was the promotion in 2024? We took a look at the data to find out.
Shira Petrack
Nov 27, 2024
3 minutes

Visits to Starbucks usually spike on its annual Red Cup Day, as patrons flock to the chain to order a specialty holiday beverage and receive a complimentary reusable red cup. But last year, the chain’s Red Cup Day performance was relatively muted – although foot traffic still got a boost, the jump was not quite as significant as in previous years. Was the promotion more effective in 2024? We dove into the data to find out. 

Red Cup Day Drove a Higher Visit Spike in 2024 relative to 2022 & 2023 

Starbucks’ Red Cup Day came roaring back in 2024, with Thursday, November 14th – the day of the promotion – receiving 42.4% more visits than the recent Thursday daily visit average. And Red Cup Day didn’t just drive visits relative to a regular weekday – the promotion brought a 9.4% lift in overall weekly visits to Starbucks during the week of the event. 

The relative visit bump was significantly higher than on Red Cup Day 2023 – when visits on Thursday, November 16th 2023 were only 25.0% higher than the previous five Thursday averages – and even outshined the already strong performance of Red Cup Day 2022. 

Daily & Weekly Visit Bump Around Red Cup Day, 2022 to 2024

Red Cup Day Lift More Significant Than PSL Launch 

As usual, Red Cup Day at Starbucks drove a larger visit spike than the launch of the chain’s popular Pumpkin Spice Latte (PSL): During the week of the PSL launch, visits rose 9.7% compared to the first week of H2 (July 1st-7th 2024), while Red Cup Day drove a 12.9% foot traffic bump relative to that same baseline. 

Nevertheless, the recent data also indicates that the PSL remains a seasonal fan favorite – Starbucks received more weekly visits on the PSL’s arrival week than it did when it launched the holiday menu, when visits increased 6.7% relative to the beginning of H2. 

Change in Weekly Visits to Starbucks Since the First Week of H2 2024 (July 1-7 2024) shows Red Cup Day Drives Larger Visit Spike than PSL Launch

Starbucks’ Wins Consumers Back by Owning the Calendar  

This year’s Red Cup Day followed several weeks of year-over-year (YoY) visit dips at Starbucks, with weekly foot traffic between September 2nd and November 10th 2024 down an average of 4.4% YoY. But the success of the promotion – which drove YoY visit growth for the first time since August – showcases Starbucks’ expertise at driving visits by owning the calendar. 

The chain has succeeded in establishing a yearly buzz around its branded cups that drive visits during what would otherwise be an off-season for the chain. And even this year, when consumers seem to be tightening their purse strings and cutting down on discretionary spending ahead of the holidays, Red Cup Day still managed to drive patrons to Starbucks stores in search of holiday beverages and free swag. 

Red cup day drives weekly visit growth to Starbucks

How will Starbucks perform throughout the end of 2024? 

Visit placer.ai to find out. 

Article
Eatertainment in Q3 2024: Dave & Buster’s and Chuck E. Cheese
How did leading eatertainment chains Dave & Buster’s and Chuck E. Cheese perform in Q3 2024? We dove into the data to find out. 
Lila Margalit
Nov 26, 2024
5 minutes

How did leading eatertainment chains Dave & Buster’s and Chuck E. Cheese perform in Q3 2024? We dove into the data to find out. 

Dave & Buster’s Sees Lower But More Extended Summer Visit Peak

Since January 2024, Dave & Buster’s has enjoyed mainly positive YoY visit growth, fueled in part by the eatertainment leader’s continued expansion. In Q2 and Q3 2024, visits to the chain were up 3.2% and 7.3%, respectively. And though YoY foot traffic to the chain slowed down in Q3 2024, a look at Dave & Buster’s monthly visit patterns shows that this may have been due in part to a summer visit peak that was slightly lower – but more extended – than that seen last year. 

In 2023, Dave & Buster’s experienced three distinct visit spikes – in March, July, and December – with the restaurant’s 14.6% July visit boost (compared to a monthly average for Jan. ‘23 - Oct. ‘24) preceded by a relatively quiet June (+2.0%). But this year, summer foot traffic began to trend upwards earlier, with both June and July seeing substantial upticks – 13.6% and 13.4%, respectively. (June is in Q2 and so this part of the uptick would not have been included in Q3 foot traffic numbers). And though September, usually a down period for Dave & Buster’s, saw a modest drop in visitors compared to 2023, the chain’s March peak was higher than last year’s.

YoY growth for Dave & Busters remained flat in Q3 and saw a summer visit boost

Weekday Visits on an Upswing

Digging even deeper into the data shows that even as YoY quarterly visits to Dave & Buster’s remained flat in Q3 2024, mid-week visits to the chain continued to climb. Dave & Buster’s has been investing heavily in mid-week promotions meant to drive traffic during quieter periods, and its efforts are clearly paying off. On Wednesdays, Dave & Buster’s offers a 50% discount on games – and the average number of Wednesday visits to the chain were up 7.0% YoY. Thursdays, too, saw an 11.3% YoY foot traffic increase, likely fueled by diners drawn to Thursday specials as the most intensive part of the work week wound down. (In Q3 2024, July 4th fell on a Thursday, which also generated a significant visit bump – but even when discounting the week of the holiday, Thursday visits were up 6.4% on average.)

Against the backdrop of solid seasonal peaks and impressive mid-week visitation trends, Dave & Buster’s appears poised to enjoy a robust December – another important seasonal milestone for the restaurant. And keep an eye out for the week after Christmas, traditionally Dave & Buster’s busiest week of the year: Last year, the week starting December 25th drove a 65.0% visit spike to the chain compared to a 2023 weekly average.

Average YoY growth per weekday for Q3 2024 shows a rise in midweek visits

Summer Success at Chuck E. Cheese 

Speaking of promotions – Chuck E. Cheese is another eatertainment leader that has been finding success by leaning into special deals, making it easier for price-conscious consumers to treat their kids to pizza and fun. 

Following a lackluster start to the year, YoY visits to Chuck E. Cheese began trending upwards in May 2024 and have remained elevated ever since. Between June and August 2024, foot traffic to Chuck E. Cheese was up between 20.1% and 26.8% compared to the equivalent period of 2023. And though the pace of visit growth began to taper in September as kids went back to school, visits remained substantially higher than last year.  

Chuck E. Cheese YoY growth shows an upswing since May 2024

Chuck it Up to Loyalty

What’s behind Chuck E. Cheese’s summer flourishing? A look at shifts in loyalty trends at the chain suggests that the success of this year’s Summer Fun Pass may be a big part of the story. 

On average, the share of loyal visitors to Chuck E. Cheese – i.e. those frequenting the restaurant at least twice in a month – tends to range between five and seven percent. Last summer, this percentage increased to 8.1%, as parents sought out indoor activities to keep kids occupied when school was out. But this year’s summer loyalty spike – just over 12.0% in both June and July – was significantly higher. 

Though Chuck E. Cheese also offered a Summer Fun Pass last year, this year’s deal provided even greater value – including unlimited visits over a two-month period, steep discounts on food, and up to 250 games per day. And the promotion was such a smashing success that Chuck E. Cheese has launched a new unlimited-visit pass meant to make frequent trips to the chain more affordable for families all year round. As the kids’ eatertainment leader continues to revamp its offerings – remodeling locations and adding new activities like indoor trampolines – Chuck E. Cheese appears poised to keep drawing the crowds.

Chuck E. Cheese summer success driven by an increase in loyal visitors

Winning With Fun

Today’s cautious consumers are always on the lookout for ways to save – and eatertainment chains are paying attention. Will Dave & Buster’s post-Christmas visit spike outperform last year’s? And will Chuck E. Cheese’s new unlimited play model continue to drive traffic throughout Q4? 

Follow Placer.ai’s data driven analyses to find out. 

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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