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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
IKEA’s Bet on Tulsa, OK Reveals an Overlooked Growth Market
Lila Margalit
Mar 31, 2026
4 minutes

IKEA’s recent decision to open a store in Tulsa, OK may seem surprising at first glance. But a closer look at the location analytics reveals a market with a compelling mix of inbound migration, rising incomes, and retail momentum – a combination that is putting the state of Oklahoma on the map as a next-tier retail destination.

So what do location analytics reveal about the trends shaping Oklahoma’s largest markets – and why did IKEA choose Tulsa, the state’s second-largest CBSA, over its biggest, Oklahoma City? We dug into the data to find out.

Migration Momentum Puts Oklahoma on the Map

Population growth is often one of the first signals retailers look for. And while states like California, New York, and Illinois have continued to see domestic outflows in recent years, Oklahoma has been quietly gaining ground. Between January 2023 and January 2026, the state saw an influx of relocators equal to 0.3% of its 2023 population.

Both Oklahoma City and Tulsa have benefited from this trend – but Tulsa holds a slight edge, one factor that may be contributing to IKEA’s decision. The gap may seem modest, but in a mid-sized metro context, even small differences in migration can translate into meaningful increases in demand.

Income Tailwinds Strengthen the Case

Another factor likely shaping IKEA’s decision is the quality of inbound migration. Data shows that newcomers across Oklahoma bring significantly higher median household incomes (HHIs) than existing residents.

And while Oklahoma City’s overall median HHI remains slightly higher than Tulsa’s, the income lift from new residents is more pronounced in Tulsa. Incoming households there earn about 7.1% more than local residents, compared to a 4.8% premium in Oklahoma City.

This stronger income differential points to a greater influx of higher-earning households – consumers who are more likely to drive discretionary spending. As they settle into new homes, these households often trigger immediate, high-value purchasing cycles, particularly in categories like home furnishings.

Retail Traffic Clinches It

And these demographic tailwinds appear to be translating into real-world retail performance. Since 2024, year-over-year retail visits across Oklahoma have outpaced the national average.

At the metro level, both Tulsa and Oklahoma City have seen retail activity grow since 2023 – but only Tulsa has consistently outperformed the U.S. benchmark, and in 2025, it also surpassed the state as a whole.

The convergence of these factors – stronger migration, a more pronounced income uplift, and sustained retail outperformance – may help explain IKEA’s strategic choice.

Oklahoma!

IKEA stores are long-term investments, often serving as regional anchors for decades. Choosing Tulsa signals confidence not just in current demand, but in the market’s future trajectory.

And the data supports that bet. With stronger inbound migration, a greater concentration of higher-income newcomers, and above-average retail momentum, Tulsa is emerging as a quietly attractive growth market – one that may be flying under the radar, but increasingly checks all the right boxes.

For more data-driven retail analysis, 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
Chick-fil-A’s Traffic Momentum Holds as Expansion Continues
Lila Margalit
Mar 30, 2026
3 minutes

Chick-fil-A continues to carve out a distinctive growth story in the quick-service restaurant (QSR) space, pairing steady physical expansion with consistent gains in foot traffic. The latest data highlights a brand strengthening its position through operational efficiency, disciplined growth, and a loyal customer base that values quality and experience over aggressive promotions.

Growing Footprint, Growing Throughput

Supported by industry-leading average unit volumes, Chick-fil-A has successfully expanded its physical footprint without sacrificing store-level performance. 

Recent traffic data from September 2025 through February 2026 illustrates this efficient scaling, as total visits rose consistently year-over-year throughout the entire six-month period while average visits per location remained elevated in four of those six months.

Standing Out in a Competitive Set

In addition, since September 2025, Chick-fil-A has largely outpaced other limited-service restaurants in per-location traffic growth, lagging behind QSR and fast-casual competitors only in October and November. 

Notably, November’s sharp decline can be attributed to calendar dynamics rather than a drop in consumer interest – Chick-fil-A is famously closed on Sundays, and November 2025 had one more Sunday than November 2024, which could have placed the chain at a disadvantage relative to other restaurants. 

A Customer Base That Supports Consistency

Chick-fil-A’s resilience may be rooted in part in the strong alignment between its operating model and its customer base. Positioned as a premium QSR brand straddling the line between fast food and fast casual, the chain emphasizes consistency, menu simplicity, and high-touch service rather than heavy discounting. 

This approach has helped Chick-fil-A maintain a top ranking for QSR customer satisfaction for over a decade. At the same time, its trade areas skew more affluent than those of traditional QSR competitors, providing a degree of insulation from macroeconomic pressures and supporting a willingness to pay for a reliable, higher-quality dining experience.

Steady Climb, Strong Positioning

Chick-fil-A’s recent performance highlights a brand executing with discipline – expanding its footprint while maintaining strong unit-level productivity and outperforming key competitors. With a stable operating model and a customer base that supports its offerings, the chain appears well positioned to sustain its upward trajectory.

For more data-driven dining 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
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.

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