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Lila Margalit

Lila Margalit is a former lawyer and current Content Manager at Placer.ai who likes digging into data to uncover surprising trends and turn them into engaging stories. You can find her exploring everything from office visit patterns to coffee shop foot traffic – always with a fresh, analytical perspective – at Placer.ai/anchor.
Articles
Article
What Eddie Bauer’s Bankruptcy Reveals About Retail in 2026
Lila Margalit
Mar 24, 2026
4 minutes

After failing to attract a buyer for its retail operations following its February 2026 bankruptcy filing, Eddie Bauer LLC announced it would close all of its stores – though the Eddie Bauer brand will continue to be sold online and through wholesale partners. The company has pointed to headwinds such as inflation and tariff uncertainty as major factors contributing to the chapter 11 filing. 

But Eddie Bauer isn’t the only brand facing these pressures – and even in today’s challenging macroeconomic environment, some apparel brands are thriving. So what other factors likely contributed to Eddie Bauer’s decline? We dove into the data to find out.

Declining Visits

Unsurprisingly, visits to Eddie Bauer’s store fleet had been declining for some time. In 2024, year-over-year (YoY) traffic to Eddie Bauer fell 9.7% compared to just 4.1% for sportswear and athleisure brands and 3.7% for traditional apparel. And although the brand’s YoY visit gap narrowed in 2025, it remained significantly larger than that of the broader categories. 

A Mismatch at the Mall?

Alongside the company’s explanations, commentators have pointed to other challenges – including rising competition from athleisure brands, limited traction in Asian markets, and a disconnect between the company’s typical older shopper base and the younger demographic it sought to attract. Observers have also noted that the brand’s shift toward outlet malls, as it closed underperforming full-price locations, blurred its premium identity and conditioned consumers to expect deep discounts.

But location analytics also suggest another way in which Eddie Bauer’s drift towards outlet malls may have undermined the company’s brick-and-mortar performance – a mismatch between Eddie Bauer’s core audience and that of the typical outlet mall shopper. 

As retail destinations that typically require a drive and center on discretionary purchases, outlet malls tend to attract visitors from areas with higher median household incomes than the nationwide average. But Eddie Bauer’s audience appears to be even more affluent – suggesting that the brand’s core customers may not have been typical bargain-hunting outlet shoppers.

At the same time, Eddie Bauer’s audience skews older and less family-oriented than that of outlet malls overall. In 2025, households belonging to ESRI ArcGIS Tapestry’s “Mature and Retired Living” segment group accounted for more than half of the brand’s captured market – significantly higher than both the nationwide average and the share seen in outlet mall trade areas. 

Meanwhile, other key outlet audiences – such as families – were substantially underrepresented in Eddie Bauer’s trade areas. And despite attempts to woo Gen Z consumers, the brand attracted relatively fewer “Contemporary Households,” a younger-skewing group that includes singles, couples without children, and other non-family households.

Execution Matters More Than Ever

Retail turnarounds are far from impossible – especially for legacy brands with strong recognition. But in a retail environment with little room for error, success hinges on getting every detail right. As Eddie Bauer’s experience shows, that means keeping locations, target audiences, and positioning tightly aligned, to deliver a clear, compelling value proposition. 

For more data-driven retail analyses, follow Placer.ai/anchor.

Article
Swig’s Rapid Growth Draws Long Lines and Broader Audiences
Lila Margalit
Mar 18, 2026
4 minutes

Swig, the Utah-born drive-thru concept that helped popularize customizable dirty sodas, has evolved from a regional novelty into one of the fastest-growing beverage chains in the country. Known for mixing classic soft drinks with flavored syrups, creams, and fruit add-ins – alongside cookies and pretzel bites – the brand has expanded well beyond its Mountain West roots. 

This expansion is fueled by significant online hype, with new locations often generating lines that wrap around the block and leave some customers waiting over an hour to try their first drink. And as the brand pushes deeper into the Sunbelt and beyond, location analytics offer a window into how this growth is impacting traffic trends and reshaping the brand's audience.

Scaling the Fizz

Unsurprisingly, the data shows that as Swig has expanded its footprint, it has successfully grown its overall traffic. In February 2026, visits to the chain were 137.9% higher than in February 2023 – and up 30.7% year-over-year compared to February 2025.

The data also shows the emergence of a clear seasonal pattern, with visits to Swig peaking each year in the summer as people seek out cool soda treats to beat the heat. Notably, the magnitude of the summer peak in 2025 was larger than ever before, suggesting that as the chain becomes more mainstream, its seasonal appeal may be increasing. But the dramatic increase in off-season visits as well shows that Swig is successfully building a loyal customer base that craves its offerings year-round.

A New Flavor of Foot Traffic

This rapid growth is also leading to a meaningful broadening of Swig’s customer base. While the chain’s trade areas still remain affluent relative to the average U.S. household, the median household income (HHI) of its captured market is dropping as it reaches a more varied demographic. 

And while "Wealthy Suburban Families" and "Upper Suburban Diverse Families" remain Swig’s largest audience segments, their total share of the market has edged down as engagement deepens across additional cohorts. This includes, notably, households in Blue Collar Suburbs who are now overindexed at 8.1% of Swig’s captured market, compared to a 6.9% nationwide baseline.

A Sweet Outlook

As Swig continues its transition from a niche favorite to a broad staple, it will inevitably face the challenges of sustained growth, such as maintaining unit-level productivity and operational consistency. However, for now, the data and the visible excitement surrounding new openings suggest that the dirty soda pioneer still has plenty of fizz left.

For more data-driven dining analyses follow Placer.ai/anchor

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

Article
Placer.ai February 2026 Office Index: Another Weather-Tested Step Forward for RTO
Lila Margalit
Mar 13, 2026
2 Minutes

Amid a tightening job market, the list of employers requiring workers to show up in person – many now mandating five days a week – continues to grow. But how did the office recovery fare in February 2026, a month marked by heavy snowstorms across major Northeast markets? 

We dove into the data to find out.

The Busiest February Since COVID

In February 2026, visits to the Placer.ai Nationwide Office Index were 31.9% below 2019 levels – marking the smallest February post-pandemic visit gap to date. Overall attendance even slightly outpaced February 2024, a leap year that benefited from 20 business days instead of the usual 19.

Snowstorms Skew the Northeast

While this is hardly the most impressive RTO showing we’ve seen in recent months, February’s gains came in spite of meaningful headwinds. 

A late-February blizzard disrupted major Northeast markets, driving a year-over-year (YoY) decline in New York City office visits and widening Manhattan’s post-pandemic gap to 21.3% below 2019 levels. Boston, also hit hard by snow, saw visits remain flat YoY, slipping behind San Francisco and Denver in overall recovery progress.

By contrast, cities in other regions posted clear gains, with San Francisco – still benefiting from AI-driven hiring and renewed tech activity – once again seeing some of the strongest growth at +11.9% YoY.

Still on Track

February’s performance underscores a familiar pattern of month-to-month fluctuation, even as the broader RTO trajectory continues its upward climb. Regional dynamics – from weather disruptions to sector-specific hiring cycles – are shaping local outcomes, but the national baseline for office utilization is steadily rising.

For more data driven CRE insights, visit placer.ai/anchor

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

Article
Are Discretionary Pullbacks Hurting Treasure-Hunt Discounters?
Lila Margalit
Mar 6, 2026
2 minutes

With prices still elevated and consumer sentiment down significantly from last year, appetite for savings is stronger than ever. But as shoppers pull back on non-essentials, how are discretionary-oriented value chains like Five Below and Ollie’s Bargain Outlet holding up?

A Strong Finish to 2025 – And Momentum in the New Year

In its most recent reported quarter (ending November 1, 2025), Ollie’s delivered a 3.3% increase in same-store sales, driven by a mid-single-digit rise in transactions even as average ticket declined slightly. Five Below posted even stronger comp growth (+14.3%), fueled by both higher transaction counts and larger baskets. 

And both chains saw solid year-over-year (YoY) overall traffic growth during the final months of 2025 – including the all-important holiday season – and into 2026. This performance suggests that even in a cautious consumer environment, demand for discretionary value remains resilient.

Loyalty is the Name of the Game

Customer loyalty is also increasing at both chains. For Ollie’s, which enjoys a slightly higher share of repeat visits, loyalty – fueled by its constantly shifting inventory of closeout merchandise – is further reinforced by the growing Ollie’s Army rewards program. 

For Five Below, the gains appear to reflect the strength of its value positioning and evolving mix of affordable, fun indulgences – from seasonal décor to trendy toys – that create a steady cadence of newness and encourage frequent visits, even without a formal loyalty program.

And as both chains continue to grow, sustaining this repeat engagement will be critical to supporting comps and maximizing productivity across an expanding store base.

Value That’s Scaling

With traffic growth supported by a growing base of loyal customers, the discount segment appears well-positioned to maintain its edge into 2026. But how much runway remains before expansion begins to dilute store productivity?

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.

Article
Are Dollar General and Dollar Tree Headed for a Showdown?
Lila Margalit
Mar 5, 2026
3 minutes

Dollar General and Dollar Tree have both been thriving, delivering positive same-store comps for several quarters in a row even as they continue expanding their footprints. But how long can both keep winning? As the two chains grow, will the overlap between them begin to pressure performance?

A Growing Demand Pie

Despite intensifying competition from mass merchants like Walmart, the data suggests that Dollar General and Dollar Tree still have meaningful runway for growth. Both retailers are expanding their footprints while maintaining traffic at existing stores – a sign of robust demand.

Dollar General, now a staple grocery destination for many households, posted mid- to high-single-digit same-store traffic gains between September 2025 and January 2026, even as it deepened its expansion into rural America. Meanwhile, Dollar Tree, which added more than 300 stores over the past year, maintained flat to modestly positive same-store traffic trends. 

As price-conscious consumers prioritize value, overall demand for dollar stores appears to be expanding rather than simply shifting between banners.

Different Shopping Missions

Visitor behavior at the two chains helps explain why there is room for both to continue expanding. In addition to serving different geographies – Dollar General maintains a stronger presence in rural communities and in the eastern United States, while Dollar Tree has greater penetration in the West – the banners also fulfill different shopping missions.

As the chart below shows, 25.0% of Dollar General visitors in 2025 were frequent shoppers, defined as four or more visits in an average month, compared to just 9.2% at Dollar Tree. Average dwell time also diverged, with shoppers spending 20.0 minutes per visit at Dollar General versus 13.6 minutes at Dollar Tree.

Those patterns suggest that Dollar General functions as a routine essentials stop embedded in weekly shopping habits – a consumables-driven positioning that appears to be strengthening as the company expands large-format stores and invests further in fresh food offerings. 

Dollar Tree, by contrast, plays a more targeted role, capturing shorter, mission-driven trips often tied to seasonal goods, party supplies, or discretionary bargains. And as it leans further into higher-ticket discretionary items through its multi-price 3.0 format – while also expanding its consumables assortment – the chain is reinforcing its treasure-hunt appeal while gradually becoming more relevant for routine trips.

Room for Two in a Growing Category

All in all, the data points to a category that is expanding rather than consolidating. Consistent same-store visit growth, ongoing store expansion, and differentiated shopping behavior all suggest that Dollar General and Dollar Tree are thriving side by side – serving distinct missions within a shared value-driven ecosystem.

For more data-driven retail insights, follow Placer.ai/anchor.

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

Article
Costco Broadens Audience While Tightening Membership
Lila Margalit
Feb 26, 2026
3 minutes

Over the past two years, Costco has made several moves that risked upsetting its famously loyal customer base – including raising membership fees in September 2024 and restricting food court access to members only. But visit data suggests that, rather than deterring shoppers, these changes have supported rising engagement and a broadening customer base.

Visits Stay Resilient

The chart below shows that Costco entered 2026 with solid visit momentum. Both total and same-store visits posted healthy year-over-year gains through the back half of 2025 and into January.

That resilience aligns with recent earnings reports, which show Costco delivering consistent mid-single-digit comparable sales growth throughout 2025. By raising the “cost of commitment,” Costco may be discouraging casual or opportunistic users while deepening engagement among shoppers who do the math and shop more frequently to justify the fee.

A Younger, Broader Audience

Perhaps the clearest signal of Costco’s durable positioning lies in its evolving demographic profile. While the chain continues to over-index on affluent consumers, it is also attracting a growing cohort of younger shoppers, reflected in the chart below by a rising share of “Contemporary Households” – a young-skewing segment comprising singles, married couples without children, and non-family households. As this cohort has expanded, Costco’s overall income profile has also subtly broadened.

The persistence of this shift despite higher fees challenges the notion that price increases drive exclusivity. For many households, the fee remains a rational trade-off for reliable savings – and the broader reach gives Costco added leverage to negotiate pricing and defend margins.

The Bottom Line

Costco’s recent moves show that pricing power and scale don’t have to be trade-offs. By pairing higher fees with stricter enforcement, the company is strengthening loyalty, preserving value perception, and widening its appeal to younger households – all while keeping traffic strong. That combination leaves Costco unusually well positioned as cost pressures persist: a retailer with both the volume to command supplier leverage and a member base committed enough to sustain it.

For more data-driven retail analyses, follow 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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