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U.S. consumer activity looked relatively stable in the first half of 2025, with year-over-year (YoY) retail and dining traffic (shown in the chart below) staying mostly positive or flat through May – aside from February, when extreme cold and leap year comparisons drove declines.
But momentum shifted in June, when both categories slipped into negative territory, and the softness persisted in July before worsening in August. The late-summer weakness suggests that what began as a temporary cooling may now be evolving into a broader consumer slowdown.
Looking at state-level data reveals that the pullback is not isolated to a few regions. Western states such as Idaho and Utah – where H1 2025 dining traffic rose 2.1% and 2.4% YoY, respectively – flattened out, with visits in July and August down 0.2% and 0.1%, respectively. And states that had already experienced flat visits or dining softness in H1 2025 saw their visit gaps grow further: YoY dining traffic in New York State declined from -1.2% to -2.3%, while California saw its visits swing from +0.3% in H1 2025 to -2.0% in July and August 2025. Only in Vermont and Rhode Island did YoY dining visits actually increase over the summer.
Statewide retail traffic trends also point to broad-based declines in consumer activity, as visits to retail chains nationwide fell compared to July-August 2024 – even in regions such as the Pacific Northwest and the Southwest that had experienced high consumer resilience in H1 2025. Vermont, joined this time by Delaware, once again stood out as an outlier.
A key driver of the slowdown is the widening gap between higher- and lower-income households. While wealthier consumers have continued to prop up overall spending, middle- and lower-income groups are scaling back. Even among high earners, international summer travel may have drawn dollars away from U.S. retail and dining, softening domestic foot traffic during the analyzed period. This dynamic highlights the risks of relying too heavily on affluent households to sustain consumer activity.
Tariffs have added another layer of complexity. Earlier in the year, many consumers rushed to make purchases ahead of anticipated price hikes. Now, the lingering financial impact of those spring splurges may still be weighing on budgets.
Looking ahead to the holiday season, discretionary fatigue looms large. Spending is expected to slow, led by a sharper cutback from Gen Z. Budget-conscious households may already be tightening their belts in preparation for holiday expenses, further dampening retail and dining performance.
For more data-driven consumer insights, visit placer.ai/anchor.
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more.
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With summer just behind us, we dove into the data to see how office visitation fared in August 2025. Did July’s impressive recovery momentum hold, or did seasonal factors slow the pace?
Visits to the Placer.ai Nationwide Office Building Index registered a 34.3% decline in August 2025 compared to the same period in 2019 – a wider gap than that seen in August 2023, and an even more notable retreat from July's encouraging 21.8% deficit.
However, this apparent setback is largely due to calendar differences: August 2025 had only 21 working days, compared to 22 in both August 2024 and 2019, and 23 in August 2023. When normalized for average visits per workday, August 2025 actually outperformed August 2023.
Seasonal dynamics also likely played a crucial role. August represents peak vacation season, and just as employees often embrace remote work on Fridays to extend weekends, they likely embrace similar flexibility during the peak summer travel season. Organizations may also relax in-office requirements when substantial portions of their workforce are taking time off.
So rather than signaling a genuine return-to-office (RTO) reversal, August's softer performance likely reflects the intersection of compressed work calendars and seasonal vacation patterns, with the underlying recovery trajectory remaining fundamentally intact.
The August effect impacted major markets nationwide, including New York and Miami – both of which achieved full recovery in July yet posted year-over-six-year gaps in excess of 10.0% last month. But while gaps widened across most markets, San Francisco once again avoided last place, ranking ahead of Chicago in post-pandemic office recovery metrics. Despite still facing below-average office attendance relative to 2019 levels, the Bay Area market’s renewed momentum – bolstered by increased AI-sector leasing activity – continues drawing employees back to offices even amid summer distractions.
San Francisco also ranked among August's year-over-year (YoY) office visit recovery leaders, providing further evidence of the city’s robust recovery momentum. But it was Chicago that claimed the top spot with a 12.5% year-over-year (YoY) gain – encouraging progress for the Windy City, though it remains to be seen whether this signals the beginning of a lasting turnaround.
Meanwhile, Boston also exceeded the nationwide year-over-year average of 2.9% with a 3.1% increase, while Washington, D.C. lagged behind with a YoY decline of 3.9%.
As we noted in July, the office recovery path is anything but linear. Months of significant progress are often followed by more sluggish periods – and August 2025 exemplifies how seasonality and calendar differences can obscure underlying trends.
Will September 2025 set a new RTO record as kids return to school and employees refocus?
Follow Placer.ai/anchor to find out.
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

Following modest gains to the Placer.ai Industrial Index in June and July, foot traffic to U.S. manufacturing facilities fell 5.6% year over year in August 2025. So even as order books improved in July, operators seem to have scaled back in-plant activity and nonessential visits to navigate cost and policy uncertainty.
Several national and regional gauges underscore the divergence in August. S&P Global’s Manufacturing PMI jumped to 53.0, its highest since May 2022, as firms built inventory amid worries over prices and supply constraints. Meanwhile, ISM's Production Index fell to 47.8% – 3.6 percentage points lower than July's 51.4% – pointing to weaker factory output, and demand for industrial space has fallen recently for the first time in 15 years. The Philadelphia Fed’s August 2025 Manufacturing Business Outlook Survey also showed a decline in general activity as new orders dipped back into negative territory.
Together, these mixed signals mirror Placer.ai's foot-traffic trends: Underlying demand is stabilizing, but managers remain cautious with on-site labor and vendor engagement, with macro uncertainty continuing to translate into swings in on-the-ground activity. Looking ahead, September will reveal whether greater policy clarity and easing cost pressures can help stabilize factory visits after a turbulent summer.
For more data-driven insights, visit placer.ai/anchor.

The same macroeconomic forces pressuring other retail sectors are fueling demand for auto parts: With the U.S. light vehicle fleet now averaging 12.8 years – up from 11.6 in 2019 – and many households delaying new car purchases, aftermarket maintenance has become more essential than ever. And while discretionary upgrades may be postponed, core failure and replacement parts continue to see robust demand. Though tariff-related uncertainty continues to loom, leading retailers report they have managed the impact effectively so far.
Against this backdrop, we dove into the data to check in with AutoZone, O’Reilly Auto Parts, and Advance Auto Parts. How did they fare in Q2 2025? And what awaits them the rest of the year?
AutoZone, the sector's largest chain, continues to expand while growing its customer base. Over the past six years, AutoZone has steadily increased its store count, leaning into growing demand without diluting location-level traffic. Year over year (YoY) too, the chain saw significant visit growth between March and May 2025 – and while June showed some softening, July and August visits remained essentially flat versus 2024, demonstrating stability during the chain’s busy summer maintenance season.
This robust foot traffic performance aligns with the company's recent financials. In its last reporting period (ending May 10, 2025), AutoZone posted a solid 5.0% year-over-year increase in U.S. comparable sales. Commercial performance was especially strong – Do-It-For-Me (DIFM) sales jumped 10.7%, while DIY sales grew 3.0% YoY. And management emphasized that tariff-related impacts have been minimal so far.
O'Reilly Auto Parts is also executing on an impressive expansion strategy. In Q2 2025, overall visits to O’Reilly climbed 4.6% YoY, with same store visits up 3.0%. Compared to 2019, both total and per-location foot traffic has steadily increased, demonstrating the company’s success in combining aggressive growth with operational efficiency.
And in its last reporting quarter, the company posted a 4.1% increase in comparable store sales, with robust performance across both DIY and professional channels. Total sales revenue reached a record $4.53 billion – a 6.0% increase versus last year. The company also noted a modest pricing lift tied to tariffs but emphasized that overall demand trends remain strong.
Advance Auto Parts, for its part, is restructuring to compete more effectively. During the quarter ending July 12th, 2025, net sales fell 7.7% year-over-year, partly due to planned store closures. Still, signs of stabilization are emerging: Comparable-store sales edged up 0.1%, indicating that core demand remains healthy.
And recent foot traffic provides further evidence that the company’s rightsizing strategy is beginning to bear fruit. Same-store traffic declines were narrower than the chain’s overall visit gap – just -1.5% YoY in July and -2.4% in August – suggesting that consolidation is helping shore up performance at remaining locations. At the same time, Advance is modernizing its supply chain to accelerate deliveries and strengthen its DIFM offerings – which, as with its peers, serves as a critical growth anchor for the chain. While it remains to be seen if these moves will drive sustained recovery amid shifting tariff pressures, Advance has restored profitability while implementing its strategic turnaround.
The auto parts sector remains robust, driven by an aging vehicle fleet and delayed new car purchases. And though tariff uncertainty remains, AutoZone, O’Reilly, and Advance are thus far navigating the new cost environment without major disruption. As 2025 unfolds, the second half of the year will show whether higher new-car prices push more consumers into aftermarket maintenance – and how customers, particularly in the DIY segment, respond if retailers need to pass through additional price increases.
For the most up-to-date retail 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

This year has posed challenges for limited-service dining chains as inflation and higher prices continued to weigh on consumer traffic. We analyzed visitation trends in 2025 so far across major segments to better understand which categories are holding up – and which may need to adjust strategies.
This year brought significant challenges for the limited-service dining industry, as persistent price increases kept many would-be diners at home. Even industry giants like McDonald’s reported declines in same-store sales as lower- and middle-income consumers pulled back spending. Yet several categories, including the ever-impressive chicken segment, managed to buck the trend.
The chart below highlights the differences in YoY foot traffic for major limited service dining concepts in H1 2025. Pizza, burger, and sandwich chains experienced declines, while coffee, chicken, and Mexican-inspired concepts emerged as the growth drivers in terms of overall visit increases.
These segments were likely aided by aggressive unit expansion and consumer preferences shifting toward more affordable, customizable, and protein-forward options. Coffee continues to hold steady as a daily staple, while chicken and Mexican-inspired operators are capturing demand for protein-forward and customizable formats.
However, per-location data tempers this growth narrative. Visits per store declined across every major category – even those with overall visit increases – indicating that expansion may be outpacing underlying demand and pushing the segment toward potential oversaturation.
Recent summer data underscores the cautionary signals. Year-over-year traffic growth for coffee, chicken, and Mexican-inspired concepts was weaker in July than in the first half of the year. By August, declines had spread across nearly every category – with chicken chains in particular seeing a dip in traffic and an even steeper drop in average visits per location – leaving coffee as the only segment to sustain growth.
This broader slowdown in limited-service dining, combined with persistent economic uncertainty, suggests that consumers may be scaling back restaurant spending – even in categories traditionally viewed as more budget-friendly.
While 2025 has been marked by volatility, the underlying consumer appetite for convenient, protein-forward, and customizable dining is helping some limited-service segments stay ahead of the pack. Still, visit per location data suggests that expansion plans may need to be put on ice for the next few quarters.
Instead, operators that focus on menu innovation, building loyalty, and driving higher output per store stand to capture demand when economic pressures ease. As confidence rebounds, concepts that have expanded strategically may be especially well positioned to benefit from renewed consumer traffic.
For the most up-to-date dining 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.

After a strong spring for mall traffic, momentum slowed over the summer. As the chart below shows, visits in June declined year-over-year across all three formats, while July and August traffic leveled off.
Yet, even in this softer environment, indoor malls stood out as the only format to register growth – albeit modest – in both July and August. At the same time, outlet malls managed to close their YoY visit gap, likely buoyed by families looking to save on back-to-school shopping. This trend also points to the potential for a rebound in the format, as consumers’ growing focus on value continues to shape shopping behaviors in new ways.
A softer Labor Day capped off the slower summer, with slight dips in visits across all three mall formats compared to Labor Day weekend 2024 (though indoor malls continued to lead with the smallest YoY visit gap). Outlet malls saw the biggest drop, which combined with their flat August performance, suggests that shoppers frequented outlets earlier in the month rather than holding off for Labor Day promotions.
Taken together, these trends indicate that the summer slowdown was not simply the result of consumers holding back for holiday sales. Instead, with sentiment weakening, shoppers appear to be reducing discretionary purchases that typically drive mall traffic, or looking for better value on a routine basis rather than waiting for special sales.
The decline in average mall visit length offers another indicator of softening consumer sentiment and a cutting back on discretionary purchases. Visit length plummeted over the pandemic as consumers tried to limit their time spent in enclosed spaces, but the average visit duration to malls rose in 2023 and again in 2024 – suggesting that malls were slowly regaining their role as destinations for leisure, dining, and extended shopping trips.
The drop in August 2025, however, signals a reversal of that momentum, perhaps reflecting heightened consumer caution and a renewed focus on efficiency and essentials over browsing and discretionary spending.
Malls’ strong visitation trends just a few months ago caution against drawing overly dire conclusions, and the softer summer may represent a temporary reset rather than a lasting shift. Seasonal headwinds, travel, and consumer caution likely weighed on recent performance, while the steady resilience of indoor malls points to enduring shopper demand for in-person experiences. Outlet malls' success in closing their visit gap also adds reason for optimism.
The upcoming holiday season offers malls a chance to regain momentum and recapture consumer attention. While recent trends highlight caution and shorter visit durations, they also underscore consumers’ growing appetite for value and convenience – dynamics that indoor and outlet malls are uniquely positioned to meet. By pairing value-driven promotions with engaging experiences and festive activations, malls can reassert their role as destinations not just for shopping, but for leisure and community during the holidays. This combination positions shopping centers to benefit from seasonal demand, even as consumers remain more selective with discretionary spending.
For more data-driven consumer insights, visit placer.ai/anchor
Placer.ai leverages a panel of tens of millions of devices and utilizes machine learning to make estimations for visits to locations across the US. The data is trusted by thousands of industry leaders who leverage Placer.ai for insights into foot traffic, demographic breakdowns, retail sale predictions, migration trends, site selection, and more
Grocery chains in the United States are increasingly investing in on-site healthcare clinics, transforming their stores into hubs for both food and wellness. While grocery stores have long featured pharmacies and some basic healthcare services like vaccinations, recent years have seen a shift towards more extensive healthcare offerings.
Today, many grocery stores offer a range of services – from primary and urgent care to dental and mental health care. In addition to providing an important community service, grocery-anchored healthcare clinics can boost foot traffic at chains, help health providers reach more patients, and allow shoppers to manage their health and home needs in one convenient trip.
This white paper examines the impact these in-store clinics have on grocery chain visitation patterns and trade area characteristics. Are shoppers more or less likely to make repeat visits to grocery stores with healthcare services? And how does the addition of a clinic affect the demographic profile of a grocery store’s captured market? The report examines these questions and more, offering insights for stakeholders across the grocery and healthcare industries.
Analyzing foot traffic to grocery stores with and without in-store clinics shows the positive impact of these services: Across chains, locations with on-site healthcare offerings drew more visits in H1 2024 than their chain-wide averages.
The Kroger Co., which operates numerous regional banners as well as its own eponymous chain, has been a leader in in-store healthcare services since the early aughts. The company introduced its in-store medical center, The Little Clinic in 2003 – and today operates over 225 Little Clinic locations across its Kroger banner, as well as regional chains Dillons, Jay C Food Stores, Fry’s, and King Soopers.
And in H1 2024, the eight Dillons locations with clinics saw, on average, 93.0% more visits per location than the chain’s banner-wide average. Jay C, which offers two in-store clinics, also saw visits to these venues outpace the H1 2024 banner-wide average by 92.9%. For both chains, relatively small overall footprints may contribute to their outsize visit differences: Indiana-focused Jay C operates just 22 locations, all in the Hoosier State, while Kansas-based Dillons has some 64 locations.
But similar patterns, if somewhat less pronounced, could be observed at Kroger (43.0%), Fry’s (19.2%), and King Soopers (16.5%) – as well as at H-E-B (14.5%), which boasts its own expanding network of in-store clinics.
Analyzing the trade areas of grocery stores with healthcare clinics shows that these services tend to draw more affluent visitors from within the stores’ trade areas.
For some chains, including King Soopers, H-E-B, and Jay C, the clinics are positioned to begin with in areas serving higher-income communities. The median household income (HHI) of King Soopers’ in-store clinic’s potential markets, for example, came in at $92.3K in H1 2024 – significantly above the chain’s overall potential market median HHI of $88.1K. Similarly, the potential markets of H-E-B and Jay C Food Stores with clinics had higher median HHIs than the chains’ overall averages.
And for all three chains, stores with clinics tended to attract visitors from captured markets with even higher median HHIs – showing that within these affluent communities, it is the more well-to-do customers that tend to frequent these venues. (A chain or store’s potential market is obtained by weighting each CBG in its trade area according to the size of the population – thus reflecting the general composition of the community it serves. A chain or store’s captured market, on the other hand, is obtained by weighting each CBG according to its share of visits to the business in question – and thus represents the population that actually visits it in practice.)
Other brands, including Fry’s, Kroger, and Dillons, have positioned clinics in stores with potential market median HHIs slightly below chain-wide averages. But within these markets, too, it is the more affluent consumers that are visiting these stores, pushing up the median HHI of their captured markets.
These patterns highlight that, for now, grocery store clinics tend to attract consumers on the upper ends of local income spectrums. This information can be utilized by healthcare professionals and grocery store owners to pinpoint neighborhoods that may be open to grocery-anchored clinics, or to take steps to increase penetration in other areas.
Supermarket giant Kroger is a major player in the world of grocery-anchored healthcare, offering visitors access to pharmacies, clinics, and telehealth options via its grocery stores. What impact has the company’s embrace of healthcare had on visits and loyalty?
An analysis of household compositions across the potential and captured markets of Kroger-owned stores with and without Little Clinic offerings suggests that families with children are extremely receptive to these services.
In H1 2024, Kroger, King Soopers, Fry’s, Jay C, and Dillons all featured captured markets with higher shares of STI: PopStats’ “Households With Children” segment than their potential ones – highlighting the chains’ appeal for families. But the share of parental households in those stores with Little Clinics jumped significantly higher for all five banners.
The share of families with children in King Soopers’ overall captured market stood at 28.3% in H1 2024, higher than the 27.2% in its potential one. But the households with children in the captured markets of King Soopers locations with Little Clinics was significantly higher – 30.6% – and similar patterns emerged at Jay C, Dillons, Kroger, and Fry’s.
This special draw is likely linked to the clinics' focus on family health services like physicals, nutrition plans, and vaccines. The convenience of being able to take care of healthcare, grocery shopping, and pharmacy needs all in one go makes these stores particularly attractive to parents. And this jump in foot traffic shows the strategic advantage of incorporating healthcare services into the retail environment.
Providing essential healthcare services at the supermarket can establish a grocery chain as a crucial part of a shopper's daily life, enhancing visitor loyalty, and helping nurture long-term customer relationships. Indeed, in-store clinics offer a unique opportunity for grocery providers to connect with customers on a level that extends beyond the transactional.
An analysis of several Kroger-branded locations in the Cincinnati metro area showcases the profound impact in-store clinics can have on customer loyalty. In H1 2024, stores with Little Clinics had significantly higher shares of repeat visitors – defined as those making six or more stops at the store during the analyzed period – than those without.
For instance, 36.4% of visitors to a Kroger Marketplace store with an in-store clinic in Harrison, Ohio, frequented the location at least six times during the first half of 2024. But over the same period, only 29.0% of visitors stopped by at least six times to a nearby Kroger location in Cleves, Ohio – just ten miles away. Similarly, 30.7% of visitors to the Beechmont Ave. Kroger Food & Drug location with a clinic visited at least six times in H1 2024, compared to 23.0% for the nearby Ohio Pike Kroger store.
This trend was consistent across the analyzed locations, with those offering in-store clinics attracting significantly higher shares of loyal visitors. These metrics support the value of offering additional services as a draw for frequent visitors, while also providing the clinics themselves with the visitor volume needed to operate profitably.
Texan grocery chain H-E-B is beloved across the state – and though the chain isn’t new to the healthcare scene, it has been doubling down on wellness. In 2022, H-E-B launched H-E-B Wellness, a healthcare platform that offers patrons a variety of medical services, including – as of today – some 12 primary care clinics, many of them inside stores.
H-E-B stores with primary care clinics are helping to cement the grocer’s role as a convenient one-stop for local residents – allowing them to drop in to a nearby location for both daily grocery needs and wellness care.
H-E-B has always placed a premium on community, stepping up to help local residents in times of need. And though the chain as a whole draws an overwhelming majority of its visitors from nearby areas, those with clinics do so even more effectively. In H1 2024, some 83.6% of visitors to H-E-B came from less than 10 miles away. But for locations with primary care clinics, this share increased to 88.0%.
This suggests that wellness services are particularly appealing to nearby residents, strengthening H-E-B’s connection with local consumers even further. And for a grocery store centered on community engagement, the integration of health services into its offerings is proving to be a winning strategy.
H-E-B has been steadily expanding its primary care offerings since it launched the Wellness concept, adding two primary clinics at locations in Cypress, TX and Katy, TX in June 2023. Following the opening of these clinics – which operate Mondays through Fridays – both locations saw marked increases in the share of “Urban Cliff Dwellers” in their weekday captured markets. This STI: Landscape segment group encompasses families both with and without children, earning modest incomes and enjoying middle-class pleasantries.
Between June 2022 - May 2023, the share of “Urban Cliff Dwellers” in the weekday captured markets of the Cypress and Katy locations stood at 9.5% and 7.2%, respectively. But once the stores had clinics in place, those numbers jumped to 12.4% and 11.0%, respectively.
This increase in the stores’ reach among “Urban Cliff Dwellers” immediately following the clinics’ openings suggests that in addition to more affluent consumers, middle-class families also harbor considerable interest in these services. As more retailers continue making inroads into the healthcare sector, they may find similar success in attracting diverse groups of convenience-seeking shoppers.
As grocery stores lean into healthcare, they are transforming into multifaceted hubs that offer both essential health services and everyday shopping needs. Retailers like Kroger and H-E-B are reaping the benefits of boosted foot traffic, higher-income visitors, and strengthened community ties – while offering their shoppers convenience that helps streamline their daily routines.
Walmart, Target, and Costco are three of the most popular retailers in the country, drawing millions of shoppers through their doors each day. Each of these retail giants boasts distinct strengths and strategies that cater to their unique customer bases, allowing them to thrive in a highly competitive market.
This white paper takes a closer look at some of the factors that are helping the three chains flourish. How does Walmart’s positioning as a family-friendly retailer help it drive visits in its more competitive markets? How can Target leverage its reach to drive more loyal visits? And what does the increase in young shoppers frequenting membership warehouse clubs mean for Costco?
We dove into the location analytics to explore these questions further.
Examining monthly visitation patterns for the three retail giants shows Costco’s wholesale club model leading the way with consistent year-over-year (YoY) visit growth – ranging from 6.1% in stormy January 2024 to 13.3% in June. Family favorite Walmart followed closely behind, seeing YoY foot traffic growth during all but two months, when visits briefly trailed slightly behind 2023 levels before rebounding.
Target, meanwhile, had a slower start to the year, with visits trending below 2023 levels for most of January to April. Over this same period (the three months ending May 2024), Target reported a 3.7% decline in YoY comparable sales. But since then, things have begun to turn around for the chain, with YoY visits rising in May (2.5%), June (8.9%), and July (4.7%). This renewed visit growth into the second half of the year bodes well for the superstore – and the ongoing back-to-school season may well push visits up further as the summer winds down.
For all three chains, Q2 2024’s visit success has likely been bolstered in part by summer deals and intensifying price wars – as the retailers slash prices to woo inflation-weary consumers back to the store.
Over the past few years, consumer behaviors have been changing rapidly in response to shifting economic conditions. This next section explores some of these changes at Walmart, Target, and Costco, to better understand what may be driving these shifts.
One way that consumers have traditionally responded to inflation and other headwinds has been through the adoption of mission-driven shopping – making fewer, but longer, trips to retailers, so that every visit counts. Superstores and wholesale clubs, which offer one-stop shopping experiences, have long been prime destinations for these extended shopping trips. And even during periods when visits have lagged, these retailers have often benefited from extended dwell times – leading to bigger basket sizes.
A look at changes in average dwell times at Walmart and Target suggests that as YoY visits have picked up, dwell times have come down – perhaps reflecting a normalization of consumers’ shopping patterns. With inflation stabilizing and gas prices lower than they were in 2022 and 2023, customers may feel less pressure to consolidate shopping trips than they have in recent years.
In contrast, Costco’s comparatively long dwell times have remained stable over the past several years. The warehouse club’s bulk offerings, plentiful free samples, and inexpensive food court encourage shoppers to spend more time browsing the aisles than they would at other retailers. And even if mission-driven shopping continues to subside, Costco customers will likely keep on making extra-long shopping trips.
While inflation is cooling faster than expected, prices remain high, and new players are stepping into the retail space occupied by Walmart, Target, and Costco – especially dollar stores. Though higher-income customers increasingly rely on the three retail giants for many of their purchases, customers of more modest means are often drawn to the rock-bottom prices offered at dollar stores.
And analyzing the cross-shopping patterns of visitors to Walmart, Target, and Costco shows that growing shares of visitors to the three behemoths also visit Dollar Tree on a regular basis. In Q2 2019, the share of visitors to Walmart, Target, and Costco who frequented Dollar Tree at least three times ranged between 9.8% and 13.7%. But by Q2 2024, that share rose to 16.7%-21.6%.
Dollar Tree is leaning into this increased interest among superstore shoppers. Over the past year, Dollar Tree added some 350 Dollar Tree locations, even as it shuttered nearly 400 Family Dollar stores. And the chain recently acquired the leases of some 170 99 Cents Only Stores – offering Dollar Tree access to a customer base accustomed to buying everything from groceries to household goods. As Dollar Tree continues to grow its footprint and expand its food offerings, the chain will be better positioned than ever to provide a real challenge to Walmart, Target, and Costco.
Still, the three retail giants each have unique offerings that distinguish them from dollar stores. This next section examines what sets Walmart, Target, and Costco apart – and how they can continue to strengthen their competitive edge.
With competition on the rise, Walmart, Target, and Costco must display agility in navigating an ever-evolving market landscape. This section dives into the data for each chain’s more successful metro areas to see what factors are helping them outperform nationwide averages – and what metrics the retailers can harness to try to replicate these results nationwide.
Target recently expanded its Target Circle Rewards program, rolling out three new tiers for its 100 million members. And this focus on loyalty has proven successful for the chain. Demographic and visitation data reveal a strong correlation between the median household incomes (HHIs) of Target locations’ captured markets across CBSAs (core-based statistical areas), and their share of loyal visitors in Q2 2024: CBSAs where Target locations’ captured markets had higher median HHIs also tended to draw more repeat monthly visitors.
Target’s captured markets in the Los Angeles-Long Beach-Anaheim, LA CBSA, for example, featured a median HHI of $89.8K in Q2 2024 – and 48.0% of the chain’s LA visitors frequented a Target at least twice a month during the quarter. Target stores in the Chicago-Naperville-Elgin, IL-IN-WI CBSA, where the chain’s captured markets had a median HHI of $88.7K in Q2 2024, also had a loyalty rate of 48.0%.
Target generally attracts a more affluent audience than Walmart. And even as the superstore slashes prices to attract more price-conscious consumers, the retailer is also taking steps likely to enhance its popularity among higher-income households. In April 2024, Target debuted a paid membership tier within its loyalty program offering perks like same-day delivery for a fee. Maintaining and expanding these premium offerings will be key for Target as it seeks to attract more affluent customers and replicate its high-performing results in CBSAs nationwide.
The persistent inflation of the past few years, while challenging for some retailers, has also created new opportunities – particularly for wholesalers. Membership warehouse clubs, including Costco, are gaining popularity among younger shoppers, a cohort often looking for new ways to stretch their more limited budgets. An October 2023 survey revealed that nearly 15% of respondents aged 18 to 24 and 17% of those aged 25 to 30 shop at Costco.
A closer look at some of Costco’s best-performing CBSAs for YoY visit-per-location growth highlights the significance of these younger shoppers: In H1 2024, the company’s YoY visit-per-location growth was strongest in areas with higher-than-average shares of young urban singles.
For example, the San Diego-Chula Vista-Carlsbad, CA CBSA experienced visit-per-location growth of 10.4% YoY in H1 2024, while the nationwide average stood at 7.9%. And the CBSA’s share of Young Urban Singles, defined by the Spatial.ai: PersonaLive dataset as “singles starting their careers in trade and service jobs,” was 12.1%, well above Costco’s nationwide average of 7.3%.
Walmart is a one-stop shop for everything from affordable groceries to clothing to home furnishings, making it especially popular among families. The retailer actively courts this segment with baby offerings designed to meet the needs of both kids and parents, virtual offerings in the metaverse, and collectible toys.
And visitation data reveals a connection between the extent of different Walmart locations’ YoY visit growth and the share of households with children in their captured markets.
In H1 2024, nationwide visits to Walmart increased by 4.1% YoY, while the share of households with children in the chain’s overall captured market hovered just under the nationwide baseline. But in some CBSAs where Walmart outpaced this nationwide growth, the retail giant also proved especially adept at attracting parental households – outpacing relevant statewide baselines.
In Boston-Cambridge-Newton, MA, for example, Walmart experienced 5.0% YoY visit growth in H1 2024 – while the share of households with children in the chain’s local captured market stood 7% above the Massachusetts state average. And in Grand Rapids-Kentwood, MI, where Walmart’s share of parental households outpaced the Minnesota state average by an even wider 15% margin, the retailer saw impressive 7.3% YoY visit growth. This pattern repeated itself in other metro areas, suggesting that there may be a correlation between local Walmart locations’ visit growth and their relative ability to draw households with children.
Walmart can continue solidifying its market position by leaning into its family-oriented offerings and expanding its footprint in regions with growing populations of young families.
Walmart, Target, and Costco all experienced YoY visit growth in the final months of H1 2024, with Costco leading the way. And though the three chains still face considerable challenges, each one brings unique strengths to the table. By continuously innovating and responding to changing market conditions, Walmart, Target, and Costco can not only overcome obstacles but also leverage them to reinforce their market positions and drive continued growth.

The first Lollapalooza – a four-day music festival – took place in 1991. Chicago’s Grant Park became the event’s permanent home (at least in the United States) in 2005, drawing thousands of revelers and music fans to the park each year.
This year, the festival once again demonstrated its powerful impact on the city. On August 1st, 2024, visits to Grant Park surged by 1,313.2% relative to the YTD daily average, as crowds converged on the park to see Chappell Roan’s much-anticipated performance. And during the first three days of the event, the event drew significantly more foot traffic than in 2023 – with visits up 18.9% to 35.9% compared to the first three days of last year’s festival (August 3rd to 5th, 2023).
Lollapalooza led to a dramatic spike in visits to Grant Park – and it also attracted a different type of visitor compared to the rest of the year.
Analyzing Grant Park’s captured market with Spatial.ai’s PersonaLive dataset reveals that Lollapalooza attendees are more likely to belong to the “Young Professionals” and “Ultra Wealthy Families” segment groups than the typical Grant Park visitor.
By contrast, the “Near-Urban Diverse Families” segment group, comprising middle-class diverse families living in or near cities, made up only 6.5% of visitors during the festival, compared to 12.0% during the rest of the year.
Additionally, visitors during Lollapalooza came from areas with higher HHIs than both the nationwide baseline of $76.1K and the average for park visitors throughout the year. Understanding the demographic profile of visitors to the park during Lollapalooza can help planners and city officials tailor future events to these segment groups – or look for ways to make the festival accessible to a wider range of music lovers.
Lollapalooza’s impact on Chicago extended beyond the boundaries of Grant Park, with nearby hotels seeing remarkable surges in foot traffic. The Congress Plaza Hotel on South Michigan Avenue witnessed a staggering 249.1% rise in visits during the week of July 29, 2024, compared to the YTD visit average. And Travelodge on East Harrison Street saw an impressive 181.8% increase. These spikes reflect the festival’s draw not just for locals but for out-of-town visitors who fill hotels across the city.
The North Michigan Avenue retail corridor also enjoyed a significant increase in foot traffic during the festival, with visits on Thursday, August 1st 56.0% higher than the YTD Thursday visit average. On Friday, August 2nd, visits to the corridor were 55.7% higher than the Friday visit average. These numbers highlight Lollapalooza’s role in driving economic activity across Chicago, as festival-goers venture beyond the park to explore the city’s vibrant retail and hospitality offerings.
City parks often serve as community hubs, and Flushing Meadows Corona Park in Queens, NY, has been a major gathering point for New Yorkers. The park hosted one of New York’s most beloved summer concerts – Governors Ball – which moved from Governors Island to Flushing Meadows in 2023.
During the festival (June 9th -11th, 2024), musicians like Post Malone and The Killers drew massive crowds to the park, with visits soaring to the highest levels seen all year. On June 9th, the opening day of the festival, foot traffic in the park was up 214.8% compared to the YTD daily average, and at its height, on June 8th, the festival drew 392.7% more visits than the YTD average.
The park also hosted other big events this summer – a July 21st set by DMC helped boost visits to 185.1% above the YTD average. And the Hong Kong Dragon Boat Festival on August 3rd and 4th led to major visit boosts of 221.4% and 51.6%, respectively.
These events not only draw large crowds, but also highlight the park’s role as a space where cultural and civic life can find expression, flourish, and contribute to the health of local communities.
Analyzing changes in Flushing Meadows Corona Park’s trade area size offers insight into how far people are willing to travel for these events. During Governors Ball, for example, the park’s trade area ballooned to 254.5 square miles, showing the festival's wide appeal. On July 20th, by contrast, when the park hosted several local bands and DJs, the trade area was a much more modest 57.0 square miles.
Summer events drive community engagement, economic activity, and civic pride. Cities that invest in their parks and event hubs, fostering lively and inclusive spaces, can create lasting value for both residents and visitors, enriching the cultural and social life of urban areas.
For more data-driven civic stories, visit Placer.ai.
