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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
Shake Shack in Q4 2025: Expansion-Led Growth With Stable Same-Store Demand
Lila Margalit
Feb 18, 2026
1 minute

Throughout 2025, Shake Shack significantly outperformed the broader fast-casual segment with strong double-digit year-over-year (YoY) visit growth.

This outsized performance was driven primarily by fleet expansion – but same-store visit data indicates the chain has successfully grown its store count without meaningfully diluting demand at existing locations.

Across most of the second half of 2025, same-store traffic remained modestly positive YoY, with a more pronounced dip occurring only in December. That decline likely reflects weather disruptions, which the company noted in a recent 2025 update had a meaningful impact on performance late in the quarter. Despite these headwinds, early Q4 earnings data shows same-shack sales up 2.1% YoY in Q4 and 2.3% for 2025 overall – underscoring Shake Shack’s ability to sustain demand even amid external pressures.

Looking Ahead

As Shake Shack enters 2026, the key question is whether the brand can continue scaling its footprint while preserving same-store performance in an increasingly competitive fast-casual landscape. With expansion driving growth and existing locations holding steady, the data suggests the company remains well positioned – but execution will be critical as macro challenges persist.

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
Wingstop in Q4 2025: Speed Emerges as a Key Lever for Growth
Lila Margalit
Feb 12, 2026
2 minutes

Wingstop closed out Q4 2025 with soft same-store traffic but a clearly defined strategic trajectory. While same-store visits remained under pressure, performance in Dallas – the brand’s most mature market – suggests that improvements in operational efficiency could play a central role in unlocking Wingstop’s next phase of growth.

Growth Continues, Even as Same-Store Visits Lag

Wingstop continued to expand its physical footprint in Q4 2025, driving total chain-wide traffic up 1.0% year over year (YoY) for the quarter and 4.5% for 2025 as a whole. At the same time, same-store traffic remained soft, extending a pattern that persisted throughout the second half of the year.

Some of that pressure reflects a challenging baseline comparison. Wingstop is lapping an unusually strong 2024, when domestic same-store sales surged nearly 20% YoY – setting a high bar for subsequent growth. The decline in same-store visits also aligns with the brand’s deliberate shift toward off-premise occasions: By Q3 2025, 72.8% of Wingstop’s sales were digital, underscoring the brand’s evolution into a tech-led, delivery-forward concept.

The Dallas Advantage

Still, looking more closely at Wingstop’s Dallas, TX market – home to the majority of its company-owned restaurants – offers a compelling signal for how the brand can reverse recent traffic trends. In 2025 earnings calls, management repeatedly pointed to Dallas as a top performer, attributing its resilience to the early integration of the chain’s AI-powered Smart Kitchen platform

Piloted in Dallas before its nationwide rollout in late 2025, the AI-powered system is designed to optimize throughput and accuracy to deliver a more consistent pickup experience. And location analytics appear to support management’s view: In Q4 2025, 44.5% of Wingstop visits in the Dallas DMA lasted under ten minutes, compared to 40.8% nationwide.

A Dallas Blueprint for National Recovery

Comparing YoY performance for shorter and longer visits to Wingstop – both in Dallas and nationwide – further highlights the growing importance of speed of service. In Q4 2025, visits lasting under ten minutes increased YoY on a per-location basis nationwide, with even stronger gains in Dallas, while longer visits continued to lag. 

Crucially, although Dallas was not immune to the broader pressures weighing on longer visits, its YoY decline was notably less severe than the national trend. This divergence suggests that, beyond reducing wait times, the faster and more accurate service enabled by the Smart Kitchen platform may be contributing to a stronger overall visitor experience. 

A Path Forward

Location analytics suggest that operational improvements and faster service are beginning to translate into stronger traffic for Wingstop. And with the chain’s new loyalty platform set to launch nationwide later this year the brand may be poised for renewed same-store momentum.

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
Placer.ai January 2026 Office Index: Fern Puts RTO to the Test
Lila Margalit
Feb 11, 2026
3 Minutes

The return to office was put to the test last month as a slew of new RTO mandates took effect – coinciding with the late-January arrival of Winter Storm Fern. With policies pulling in one direction and weather disruptions pulling in the other, how were offices impacted on the ground?

Winter Weather, Steady Momentum

January 2026 delivered a reminder that return-to-office progress is anything but linear – but it is still gaining ground. Despite Winter Storm Fern disrupting travel and commutes across large parts of the country toward the end of the month, office attendance continued its gradual recovery. Visits to the Nationwide Office Index were 38.3% below January 2019 levels, a modest improvement from January 2025, when a Polar Vortex similarly inhibited commutes.

And while total monthly visits came in slightly below January 2024 levels, adjusting for the number of working days reveals a more encouraging picture. On a per-working-day basis, January 2026 was the busiest in-office January since COVID – no small feat in a month when ice and snow covered large swaths of the contiguous U.S. for several days. The fact that offices were generally fuller than in prior Januaries, even amid widespread disruptions, points to a robust underlying RTO trajectory.

Cities Tell a Weather-Driven Story

Fern’s influence becomes clearer, however, when zooming in on individual metros. Cities that avoided the worst of the storm generally posted stronger year-over-year (YoY) gains, while heavily impacted markets saw flatter or negative results. Miami, for example, continued to record YoY increases, while New York City – hit hard by Fern – saw visits edge down 0.3% YoY. 

Last year’s winter conditions also played a meaningful role in YoY comparisons. Both Dallas and Houston were affected by Fern this January, though Dallas bore the brunt of the storm, with snow, ice, travel disruptions, and flight cancellations contributing to a 6.7% YoY drop in office visits. Houston, by contrast, experienced more limited disruption in January 2026 and posted a YoY increase – in part because it was lapping the January 2025 Gulf Coast Blizzard, which saw rare snow accumulations effectively shut the city down. In other words, Houston’s biggest weather-related disruption occurred last winter, while Dallas faced a more acute shock this year.

Washington, D.C.’s 3.2% YoY uptick and Atlanta’s 9.1% gain similarly reflect comparisons to January 2025, when both markets were hampered by extreme winter weather. But these rebounds also point to underlying recovery momentum – especially for Atlanta, which, despite being impacted by Fern, ranked third among the analyzed cities for post-pandemic office recovery.

Meanwhile, West Coast markets that were largely spared severe winter conditions posted the strongest year-over-year gains. Los Angeles and San Francisco led the pack, with YoY increases of 15.6% and 10.9%, respectively.

Just Another Sleepy January?

In today’s hybrid workplace, weather disruptions have become an increasingly accepted reason to skip the commute and work from home. And as a result, January – one of the most weather-prone months of the year – has emerged as a softer period for office attendance, regardless of broader RTO momentum.

Still, when adjusting for the number of working days, office visits this January marked a meaningful improvement over last year – further evidence that return-to-office progress continues to move steadily forward.

For more data-driven office recovery analyses, 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
Chipotle’s Growth Is No Longer Just About New Restaurants
Lila Margalit
Jan 22, 2026
3 minutes

Expansion Drove Growth – Until Late Fall

Between July and October 2025, Chipotle’s year-over-year (YoY) visit growth was driven almost entirely by expansion. Overall chain-wide visits rose each month, while same-store visits remained negative, generally hovering between -1% and -2%.

This pattern aligns closely with Chipotle’s recent earnings results. In Q2 2025, the company reported a 4% decline in comparable restaurant sales driven by a nearly 5% drop in transactions, even as average check size increased modestly. Q3 showed a slight improvement in same-store sales, but that gain was driven by higher checks rather than traffic, prompting Chipotle to trim its same-store sales outlook to a low single-digit decline. Throughout this period, digital sales remained a significant share of revenue, and new restaurant openings continued to support overall growth.

More recent visit data, however, suggests the dynamic may be shifting. In November, same-store visits turned slightly positive, contributing to a stronger increase in total chain-wide traffic, and December data shows that improvement continued to build. While expansion remains a key driver, this emerging pattern suggests existing locations may be starting to regain momentum.

Ten Minutes to Win It

Some of Chipotle’s late-year momentum appears to be driven by a growing share of short visits (defined as those lasting under ten minutes), which accounted for 42.2% of total chain traffic in 2025 – up from 41.2% in 2024. These quicker trips have consistently outperformed longer visits on a YoY basis, making their increasing share an important contributor to overall visit growth.

Importantly, the rise in short visits does not appear to be coming at the expense of longer ones. From July through October 2025, average per-location visits lasting under ten minutes remained essentially flat even as longer visits continued to lag; by December, however, both short and longer visits were growing on a per-location basis. This pattern indicates that the shift toward convenience is not cannibalizing traditional visit occasions, but may instead be lifting overall engagement with the brand.

The Bigger Signal

Chipotle still benefits from expansion, but the more important story may be what’s happening inside existing restaurants: Same-store visits are stabilizing while quick trips gain share. And with the December launch of an all-new high-protein menu, Chipotle is signaling that it isn’t standing still – it’s continuing to refine its offerings to stay relevant as customer expectations and visit behaviors change. 

For more data-driven dining 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
Placer.ai Overall Retail, E-Commerce Distribution, Industrial Manufacturing Index, December 2025
Shira Petrack
Jan 15, 2026
2 minutes

Brick-and-Mortar Retail Ends 2025 On a High Note

Brick-and-mortar retail ended 2025 on a high note, with offline retailers posting a 2.4% increase in traffic in Q4 2025 relative to Q4 2024. This growth underscores the sector’s continued relevance even amid ongoing e-commerce growth and reinforces that retail growth is not a zero-sum dynamic, but one in which physical and digital channels increasingly coexist and complement one another.

The traffic gains during the holiday season also highlights the particular appeal of physical retail  during the holiday season, when demand for in-person shopping experiences is particularly high. And as retailers refine store formats, right-size footprints, and better integrate physical locations into omnichannel strategies, brick-and-mortar retail is well positioned to remain a critical growth and engagement channel heading into 2026.

Foot Traffic Strength Signals Durable Demand for Logistics Space

Foot traffic to e-commerce distribution centers remained consistently positive YoY throughout 2025, underscoring the strength of the logistics segment and signaling durable demand for logistics space rather than short-term fluctuations. This pattern aligns with the broader trajectory of e-commerce in the U.S., where online retail sales are projected to continue expanding, and reflects a broader structural shift in how goods move through the economy, with fulfillment infrastructure playing an increasingly central role.

This consistency is driven by long-term forces shaping retail and supply chains, including omnichannel fulfillment, faster delivery expectations, and inventory decentralization. As retailers rely more heavily on regional distribution nodes to support ship-from-store, curbside pickup, and next-day delivery, logistics facilities have become essential infrastructure rather than optional back-end operations. Even as growth moderated slightly later in the year, the persistence of positive YoY traffic points to sustained operational intensity and long-term relevance.

December Uptick Points to Stabilizing Manufacturing Activity

Year-over-year (YoY) foot traffic to U.S. manufacturing facilities points to volatility rather than sustained growth, reflecting a sector that is actively managing uncertainty. Visits declined during much of the year, suggesting restrained hiring as manufacturers appear to be operating lean – adjusting labor and on-site activity quickly in response to demand changes. Productivity gains and automation are likely also playing a role, allowing facilities to maintain output with less consistent physical presence. As a result, the foot traffic volatility may be reflecting operational flexibility rather than simple expansion or contraction.

Against this backdrop, December stands out with a clear uptick in manufacturing visits, signaling increased end-of-year activity. This rise likely reflects a mix of year-end production runs, inventory adjustments, maintenance work, and preparation for early-year demand. The December traffic increase reinforces that U.S. manufacturing – still one of the largest and most economically significant sectors globally – is adapting, not retreating, maintaining operational relevance even as it recalibrates for efficiency, automation, and selective growth.

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

Article
Placer.ai December 2025 Office Index: ‘Tis the Season to WFH
Lila Margalit
Jan 12, 2026
3 minutes

Even as return-to-office (RTO) mandates continue to accumulate, December operates on a different rhythm – shaped as much by holiday flexibility and inclement weather as by formal policy. We dove into the data to see how office attendance reflected these dynamics this year.

The Quietest Month

In December 2025, visits to office buildings nationwide were 33.1% below 2019 levels – 36.2% below when accounting for working days – the widest year-over-six-year (Yo6Y) gap seen in recent months on a per-working-day basis. 

But the softness appears to reflect shifting work patterns rather than a stalled recovery. Despite slowing from recent months, December 2025 was still the busiest in-office December since COVID, suggesting that the slowdown was driven by seasonal rhythms rather than any substantive pullback in office attendance.

December has long followed a different in-office rhythm than the rest of the year – and despite return-to-office mandates, many companies likely relax on-site expectations during the holidays, allowing employees to work remotely while traveling or spending time with family. Much like the TGIF workweek, which sees a consistent drop-off in office activity on Fridays despite RTO pushes, the December dip may simply reflect the solidification of a new post-COVID seasonal norm.

Local Factors Shape the December Dip

Local factors also appear to have impacted December office attendance. Miami saw a visit gap of just 10.9% versus 2019, followed by Dallas at 18.8%. As warm-weather cities that also see the highest Friday office attendance among the analyzed markets, both may be less susceptible to holiday-adjacent work-from-home behavior.

New York City, by contrast, recorded a 19.6% visit gap, likely weighed down by harsher winter weather and an early, severe flu season. And Chicago trailed the pack with a 47.6% visit gap, pointing to a sharper seasonal pullback that may have been amplified by winter conditions, elevated flu activity, and workers opting to travel to warmer destinations during the holidays.

Year-Over-Year Momentum Still Points Up – Especially for SF

The year-over-year (YoY) analysis further reinforces that December’s softness is seasonal rather than a reflection of a true RTO slowdown. Even after adjusting for the number of working days, nationwide office visits rose 4.9% YoY, and every tracked market posted gains.

That said, growth remained uneven across major cities. San Francisco posted the strongest YoY gains, even as it continued to trail most other analyzed markets in overall office recovery – reflecting an ongoing vibe shift in a city once defined by post-pandemic pessimism. And with the city’s AI-driven leasing boom showing no signs of slowing, that momentum appears likely to carry into 2026.

Elsewhere, YoY gains were smaller than in San Francisco but still meaningful, pointing to steady progress across markets even as recovery paths vary by city.

A New Year, New Mandates

The data suggests that December’s softening reflects predictable holiday-season flexibility rather than weakening momentum. And with several high-profile return-to-office mandates set to take effect in early 2026 – and other employers continuing to nudge attendance higher through quieter forms of “hybrid creep”– the broader office recovery appears poised to reassert itself in the new year.

For more data-driven office 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.

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