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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.
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Article
Kroger: Getting into The Seasonal Swing 
With its numerous grocery store banners, The Kroger Co. is one of the largest grocery purveyors in the country. We took a look at some of the visitation patterns at its largest chains to see how they have fared over the past few months, and what might lie ahead for them this Thanksgiving.
Bracha Arnold & Lila Margalit
Nov 20, 2024
3 minutes

The Kroger Co. has come a long way from its humble beginnings as a single grocery store in downtown Cincinnati, Ohio, in 1883. Today, the brand operates over 2,700 stores under its numerous grocery store banners.

We analyzed the visitation patterns at some of Kroger’s largest chains to see how these brands have fared over the past few months, and looked at what last year’s visit data can tell us about the upcoming Thanksgiving holiday.

Visits To Kroger Banners Show Stability in Q3 

The Kroger Co.’s various grocery banners vary in size and scale, with its eponymous banner Kroger – more than 1200 stores across much of the midwest and south – attracting the largest visit share relative to the company’s full grocery portfolio. Kroger’s other major regional chains, including Harris Teeter (mid and south atlantic states); Ralphs (California), King Soopers (primarily Colorado), Food 4 Less (California, Illinois, and Indiana), Smith’s (Mountain states), Fry’s (Arizona), and Fred Meyer (Pacific northwest), lend the company considerable presence nationwide. 

On the whole, visits to the analyzed Kroger chains remained fairly close to 2023’s levels, with visits to Kroger, Fred Meyer, Harris Teeter, Smith’s, and Fry’s sustaining minor YoY visit gaps. No-frills value chain Food 4 Less enjoyed 2.7% YoY visit growth in Q3, likely buoyed by the same trading down behaviors that have propelled growth at other low-cost supermarkets this year. Ralphs and King Soopers also saw YoY visit growth, perhaps aided by California and Colorado’s relatively high median household incomes (HHIs) – $94.1K and $89.1K, respectively, according to data from STI: PopStats, compared to the nationwide baseline of $76.1K. 

Q3 YoY performance for Kroger Banners sees no major shifts

Shoppers Lingering at Discount, Hypermarket Options

Kroger’s extensive reach allows it to appeal to a wide range of grocery shoppers. The company operates both discount grocery chains, such as Food 4 Less, more upscale ones like Harris Teeter, and everything in between. 

Diving into the share of visits lasting 30 minutes or longer at individual Kroger banners reveals substantial variation, with Fred Meyer and Food 4 Less receiving the highest shares of long visits among the analyzed chains. In Q3 2024, 30.3% of Fred Meyer visits and 30.7% of Food 4 Less visits lasted over 30 minutes – a stark contrast to Ralphs (20.9%), Harris Teeter (22.6%) and King Soopers (23.5%). 

This variance in dwell times may reflect the differing offerings of each chain. Hypermarket Fred Meyer provides a wide range of services beyond groceries – including pharmacies, department stores, and jewelry offerings – which could encourage shoppers to spend more time exploring. And Food 4 Less falls squarely into the discount grocery segment, one that often sees customers spending more time in-store searching for the best deals. 

Share of visits over 30 minutes shows Fred Meyer and Food 4 Less leading

Turkey Wednesday Poised to Bring the Crowds

While not (yet!) an official holiday, Turkey Wednesday – the day before Thanksgiving – is one of the most important days of the year for grocers as shoppers flock to stores to pick up last-minute items for their upcoming feasts. 

And while Thanksgiving is still over a week away, analyzing trends from previous years can help grocers prepare for the coming frenzy. On November 22nd, 2023 – the day before Thanksgiving – visits across all analyzed Kroger chains shot up between 55.3% and 92.6% compared to the daily visit average for 2023. And visitors at each of the chains stayed longer in-store than they typically did during the rest of the year. 

With visits to Kroger’s major banners either nearly on par with or ahead of last year’s levels, the company appears well-positioned to enjoy another year of strong Turkey Wednesday visits.

Turkey Wednesday sees higher visit traffic and longer stays across the board for Kroger brands

Final Thoughts

If previous years are any indication, Kroger’s grocery banners should be preparing for a surge in Thanksgiving shopping. Will visits outpace those of last year?

Visit Placer.ai to keep up with the latest data-driven grocery insights.

Article
A Beautiful Season Ahead: Ulta and Sally Beauty Supply
Leading beauty chains Ulta Beauty and Sally Beauty Supply are gearing up for an exciting holiday shopping season. We dove into the data to see how the two chains have performed in recent months – and what they can expect in this year’s Q4 retail milestones.
Lila Margalit
Nov 18, 2024
4 minutes

The all-important fourth quarter of the year is underway, and leading beauty chains like Ulta Beauty and Sally Beauty Supply are gearing up for an exciting holiday shopping season. We dove into the data to see how the two chains have performed in recent months – and what they can expect in this year’s Q4 retail milestones.

Ramping Up Ahead of the Holidays

In Q3 2024 (July - September), quarterly visits to Ulta and Sally Beauty were essentially on par with last year’s levels. Ulta saw a minor year-over-year (YoY) uptick of 1.2%, while Sally Beauty maintained a slight visit gap. 

Diving into monthly visit trends, ever-expanding Ulta experienced positive YoY foot traffic growth throughout the summer – especially in August, when an additional Saturday provided vacationers and back-to-school shoppers with extra weekend browsing time. And though visits to the chain dipped in September, they quickly bounced back again, with October seeing a 4.5% YoY visit boost likely bolstered by Halloween offerings and seasonal sales

Sally Beauty, for its part, has been closing locations as part of a store optimization plan implemented largely in 2023. Viewed against this backdrop, the chain’s modest monthly visit gaps – which narrowed to just 0.2% in October 2024 – are particularly impressive. And Sally Beauty Holdings, Inc. has remained nimble on its feet, testing new concepts like Happy Beauty Co., a new store format with cosmetics and other self-care products priced under $10. 

For both chains, their October showing signals that eager customers are gearing up for a busy Q4.

Quarterly and monthly YoY visits for Q3 for Ulta and Sally Beauty Supply

Looking Back to See Ahead 

But how do Ulta and Sally Beauty experience the holiday season? Which retail milestones resonate most strongly with their customers – and where do they see the most impressive holiday visit boosts? 

Ulta Beauty leans heavily into Black Friday each year with early deals that culminate in a shopping bonanza on the day after Thanksgiving – and in 2023, the milestone was the chain’s busiest day of the year. On November 24th, 2023, visits to Ulta were up 270.6% compared to a 2023 daily average. The second-busiest day of the year for Ulta was Super Saturday (December 23rd, 2023), which saw a 219.0% visit bump. 

Still, looking at major Ulta markets throughout the country reveals significant regional variation in holiday milestone visitation patterns. Like many other retailers, Ulta experiences bigger Black Friday visit bumps in midwestern metro areas like Chicago, and much smaller ones in California hubs like Los Angeles. And though Black Friday is more important for the chain than Super Saturday on a national level, several CBSAs – including Dallas, New York, and Los Angeles – saw bigger boosts on Super Saturday than on Black Friday. 

Sally Beauty – with its more specialized focus on hair care products – sees smaller holiday visit bumps than Ulta. But the chain’s holiday deals do draw crowds. December 23rd was Sally Beauty’s busiest day last year, with visits up 86.2% nationwide and significantly elevated throughout the chain’s major markets. And though Black Friday is much less significant for the retailer – in 2023, it was only Sally Beauty’s 11th busiest day of the year – the chain’s Black Friday deals drove a 55.4% visit bump.

Beauty Leaders Experience Black Friday and Super Saturday Differently Across Major Markets in 2023 holiday season

Going the Distance for Holiday Finds

And visits aren’t the only thing that increase at Ulta and Sally Beauty during the holidays. Looking at driving distances to the two chains shows that on Q4 milestones – and especially Black Friday – people travel farther to shop the sales. On Black Friday 2023, and to a lesser extent Super Saturday, both retailers saw significant jumps in the share of visitors traveling more than 10 or 30 miles to visit their brick-and-mortar locations. 

Black Friday and Super Saturday share of visits from over 10 or 30 miles away compared to average for 2023 shows more visits from further out on black friday

Much to Anticipate

Affordable luxuries like cosmetics and hair care products make the perfect stocking stuffers for consumers still concerned about high prices. And if last year’s holiday trends are any indication, Ulta and Sally Beauty appear poised to enjoy a very festive holiday season indeed. 

Visit Placer.ai for more data-driven retail insights.

Article
Placer.ai Office Index: October 2024 Recap
With the summer behind us, we took a closer look at the data to assess the impact of the return-to-office mandates that have been ramping up in recent months. Are offices continuing to fill up, or has the office recovery run its course? 
Lila Margalit
Nov 12, 2024
3 minutes

Note: This post utilizes data from Placer.ai Data Version 2.1. and thus reflects minor adjustments in data from previous reports. 

Amazon, Dell, Goldman Sachs, Walmart, UPS – these are just a few of the major employers that have been cracking down on remote work in recent months, some requiring their teams to be on-site full time. 

So with summer behind us, we dove into the data to assess the impact these accumulating RTO mandates are having on the ground. Are offices continuing to fill up, or has the office recovery run its course? 

Recovery, Unabated

In October 2024, office visits nationwide were 34.0% below October 2019 levels. And looking at monthly fluctuations in office foot traffic over the past five years shows that the RTO remains in full swing – with last month’s visits reaching the highest point seen since February 2020.

Office Recovery Continues Unabated, With Visits to Offices Nationwide at Highest Point Since February 2020

New York and Miami Hold the Lead

Digging down into regional data shows that in several major hubs – including Atlanta, Dallas, Houston, Denver, Washington, D.C., Chicago, and San Francisco – October 2024 was the single busiest in-office month since COVID. And in Boston, Los Angeles, Miami, and New York, October was the second-busiest month, outpaced only by July. 

Still, New York and Miami continued to lead the regional office recovery pack, with October 2024 visits in the two cities up to 86.2% and 82.6%, respectively, of 2019 levels. The two hubs, joined by Atlanta and Dallas, continued to outperform the nationwide average. And Houston, which lagged behind other major business hubs during the summer in the wake of major storms, reclaimed its position just under the nationwide baseline.

New York Pulls Into Office Recovery Lead, Followed by Miami

Washington, D.C., Boston, and Atlanta Lead in YoY Growth

In October 2024, visits to office buildings in Washington D.C. increased 16.4% year over year (YoY), likely boosted by an RTO push meant to increase meaningful in-person work in federal agencies – though many government employees continue to telework. Boston, where office building occupancy is outperforming national levels, visits saw a 15.6% YoY uptick. And Atlanta, where major employers from UPS to NCR Voyix are requiring workers to show their faces five days a week, saw visits grow 13.8% YoY. 

Nationwide, office foot traffic increased 10.1% YoY – showing that the return-to-office is still very much a work in progress.

Washington, D.C. Leads in YoY Office Visit Growth, Followed by Boston and Atlanta

More Recovery Ahead?

Office attendance fosters creativity, mutual learning, and a sense of community – and can be critical for early-career success. But working from home at least some of the time offers greater flexibility that can improve employees’ work-life balance and in some cases, even enhance productivity. How will companies and employees continue to navigate the ongoing RTO? 

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

This blog includes data from Placer.ai Data Version 2.1, which introduces a new dynamic model that stabilizes daily fluctuations in the panel, improving accuracy and alignment with external ground truth sources.

Article
Checking in With Department Stores: Nordstrom and Macy’s
Early retail data suggests that Q4 2024 is primed to be a strong holiday season. We looked at visit patterns to department stores Nordstrom and Macy's - both in 2024 and 2023 - to see what might lie ahead for the category in the coming weeks.
Bracha Arnold & Lila Margalit
Nov 6, 2024
4 minutes

Last year’s holiday shopping season was an impactful one, with many categories seeing record-breaking sales and visits. And perhaps no category benefits from Q4 peaks quite like department stores, which see major foot traffic spikes on Black Friday and in the run-up to Christmas. 

So with Q4 2024 seemingly primed to be another strong season, we took a look at department store visitation patterns this year and during previous holiday seasons to see what might lie ahead for the category in the coming weeks. 

Predictable Seasonal Patterns

The holiday shopping calendar often begins as early as October, as consumers start preparing for Halloween before shifting their focus to Thanksgiving, Black Friday, and Christmas. This time of year tends to be one of the busiest for many retailers, as it encompasses a variety of shopping needs, including gifts and seasonal celebrations. 

And one retail category that sees major visit increases every holiday season is department stores. Chains like Nordstrom, Macy’s, and Bloomingdale’s experience substantial spikes in visits throughout Q4 as shoppers flock to their locations to take advantage of sales and find gifts for their loved ones.

And though consumers’ holiday shopping behavior varies somewhat each year, analyzing weekly fluctuations in visits to department stores reveals some predictable patterns. Every year, visits to department stores see modest increases during major retail events like Valentine’s Day, Mother’s Day, and back-to-school shopping season – before surging during the week of Black Friday (week 47) and then again in the run-up to Christmas. During the week of last year’s Black Friday, for example, department store visits soared 65.2% above the 2023 weekly average – only to go even higher (122.8%) during the week before Christmas (week 51).

Weekly visits to department stores in 2019, 2022, 2023 and 2024 YTD shows a major increase during the last 6 weeks of the year

Nordstrom Picks Up The Pace

Nordstrom is one department store that seems poised to enjoy a particularly robust holiday shopping season this year. The chain, which operates more than 90 of its namesake stores, also has an off-price banner – Nordstrom Rack – with over 250 locations. And both brands have enjoyed stable visit growth since April 2024 – with quarterly YoY visits to Nordstrom and Nordstrom Rack elevated by 1.4% and 9.6%, respectively, in Q2 2024, and by 1.4% and 5.0%, respectively, in Q3 2024. By contrast, the wider department store category sustained consistent YoY visit gaps. 

Drilling down deeper into weekly visit data shows that this positive trend continued into October. And while Nordstrom Rack – which is firmly in expansion mode – outperformed Nordstrom’s traditional stores through September, this trend reversed slightly in October, as the holiday season grew closer. With Black Friday just around the corner, both chains seem well positioned to continue driving visits to their respective stores.

Quarterly and Weekly YoY visits for 2024 for Nordstrom, Nordstrom Rack and the Department Store category shows moderate growth for Nordstrom and larger growth for Nordstrom Rack

Macy’s “Bold New Chapter” in Play? 

Macy’s Inc., for its part, is doubling down on its “Bold New Chapter” – a turnaround strategy involving a significant trimming of the company’s traditional Macy’s portfolio and the addition of several Bloomingdale’s and small-format stores. In August, Macy’s announced its intention to increase to 55 the number of Macy’s locations slated for closure by the end of 2024. And though the plan’s implementation is still in early stages, foot traffic data suggests that both Macy’s and Bloomingdale’s are holding their own. 

In Q2 and Q3 2024, Macy’s sustained minor YoY visit gaps – 2.8% and 3.5%, respectively – slightly outperforming the broader category. Meanwhile, Macy’s high-end Bloomingdale’s brand saw a YoY visit uptick of 1.9% in Q2, while Q3 visits remained flat compared to 2023. And given the huge monthly visit spikes both chains experience each year in November and December, Macy’s and Bloomingdale’s appear well positioned to once again experience a surge in foot traffic as the holiday season begins.

Macy's Sees Minor YoY Visit Gaps in Q2 and Q3 2024 – Outperforming Wider Category – While Bloomingdale's Enjoys Slight YoY Upticks

Final Thoughts

If previous years are any indication, department stores should be getting ready for significant foot traffic increases as the holidays quickly approach. Will improving consumer sentiment and cooling inflation lead to visit increases at department stores, or will consumers decide to take it easy this year?

Visit Placer.ai to keep up with the latest data-driven retail insights. 

Article
Superstores and Wholesale Clubs Ahead of the Holidays
We took a closer look at visit performance across major wholesale clubs and superstores – Target, Walmart, Sam’s Club, BJ’s Wholesale, and Costco – to see what their 2024 performance and past holiday season visit patterns can tell us about what to expect this Q4 and holiday season.
Bracha Arnold & Lila Margalit
Nov 5, 2024
4 minutes

The holiday season is right around the corner, bringing with it some of the most impactful shopping periods of the year. We took a closer look at visit performance across major wholesale clubs and superstores – Target, Walmart, Sam’s Club, BJ’s Wholesale, and Costco – to see what their 2024 performance and past holiday season visit patterns can tell us about what to expect this Q4.

Wholesalers Outperform Superstores in Q3 2024

Warehouse clubs have been thriving in 2024, buoyed by price-conscious consumers eager to load up on inexpensive essentials. In Q3, quarterly visits to retail giants Sam’s Club and BJ’s Wholesale rose 5.2% and 5.9%, respectively. And Costco, holding its place ahead of the pack, saw a foot traffic increase of 7.2%. For all three chains, the robust visit growth continued into October, with visits up 3.6% to 5.9% YoY.

Meanwhile, Target and Walmart saw respective quarterly YoY foot traffic upticks of 1.0% and 0.9% in Q3 2024. In August – the height of the back-to-school shopping season – visits to both chains increased just over 3.0% YoY. And though foot traffic to the superstore behemoths slowed in September as the summer rush abated, Target saw its visit gap narrow once again in October, while Walmart experienced a slight 0.2% increase.

YoY growth for Q3 2024 shows wholesale clubs outperform superstores for visit growth

Historic Holiday Season Visit Spikes

Warehouse retailers have been the clear foot traffic winners this year – but digging deeper into historical data suggests that it is Target that is primed to experience the busiest holiday season of the analyzed chains. 

During the week of November 20th, 2023 – the week of Turkey Wednesday and Black Friday – visits to Target soared 18.9% compared to the chain’s 2023 weekly visit average, marking the biggest pre-Thanksgiving visit spike of any of the analyzed chains. 

But Target’s real visit surge came during the week of December 18th – the week before Christmas, including the all-important Super Saturday – when visits to Target surged 87.3% above the chain’s 2023 weekly visit average. This was more than double the relative increase experienced by Walmart (39.6%), Sam’s Club (32.8%), BJ’s Wholesale (32.3%), or Costco (34.1%). And with recent visits to Target on par with – or slightly above – last year’s levels, the retail giant is likely poised to win the holidays once again.

Visits compared to a 2023 weekly average shows that Target experiences the largest holiday season spike

Regional Holiday Shopping Patterns 

Overall, Super Saturday was a bigger milestone for Target last year than Black Friday. (On the former, visits surged 166.1% compared to a 2023 daily average, while on the latter they rose 135.3%.) But digging deeper into the data reveals significant regional differences in Target’s performance on the two major shopping days. 

In some parts of the country – including several midwestern, south central, and nearby states where Black Friday has special resonance – the day after Thanksgiving drew bigger visit spikes than Super Saturday. Some markets in particular saw outsized Black Friday visit surges, including West Virginia (348.6%), Kentucky (232.3%), and Indiana (227.4%). Other markets, such as California (74.6%) and Colorado (89.5%), experienced more moderate – though still substantial – Black Friday jumps.

In contrast, visits to Target on Super Saturday were more evenly distributed across the country, with several western and sunbelt states recording substantial visit increases – including New Mexico, which saw a 200.6% jump in visits to Target on December 23, 2023 compared to the 2023 daily visit average.

Target Sees Its Biggest Statewide Visit Boost on Black Friday – But Enjoys More Widespread Regional Visit Spikes on Super Saturday shown on a map view

Ready, Set, Shop!

With solid Q3s under their belts, Target, Walmart, Costco, Sam’s Club, and BJ’s Wholesale Club are all well-positioned to enjoy a robust holiday season this year. Will the retail giants deliver? 

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

Article
Home Depot and Lowe’s Heading Into the Holidays
A cool housing market, still-high interest rates, and other economic headwinds have weighed on the home improvement industry this year. But how did category leaders The Home Depot and Lowe’s fare in Q3 2024 – and what lies ahead for them this holiday season? 
Lila Margalit
Nov 4, 2024
3 minutes

A cool housing market, still-high interest rates, and other economic headwinds have weighed on the home improvement industry this year. But how did category leaders The Home Depot and Lowe’s fare in Q3 2024 – and what lies ahead for them this holiday season? 

We dove into the data to find out.

Nationwide and Regional Powerhouses

Looking first at the relative positioning of Home Depot and Lowe’s within the wider home improvement sector shows that the two leaders have maintained their dominance, despite the growing popularity of smaller chains like Harbor Freight Tools and Tractor Supply Co. 

In Q3 2024, Home Depot accounted for 29.4% of visits to home improvement and furnishing chains nationwide – while Lowe’s accounted for 20.7%. And diving into the data on a statewide level shows that each of the giants holds sway in a different area of the country. Home Depot drew the most visits in much of the Western United States as well as in most of New England. Lowe’s, on the other hand, led parts of the South and Midwest. And in some states, smaller chains like Menards and Ace Hardware dominated the landscape.

Home Depot Drew the Largest Share of Home Improvement Visits of Any Chain Nationwide, But Lowe's Was the Leading Chain

Holiday Momentum

Given the challenges faced by the home improvement industry this year, it may come as no surprise that both Home Depot and Lowe’s sustained year-over-year (YoY) visit gaps in Q3 2024 – 3.1% and 4.1%, respectively. But digging deeper into the data suggests that the two chains may still be poised to enjoy a robust holiday season. 

Unlike many other categories, visits to home improvement chains tend to peak in spring rather than during the holiday season. Still, Home Depot and Lowe’s do see visit spikes on Q4 retail milestones like Black Friday and Super Saturday. Last year, for example, Home Depot and Lowe’s drew 77.8% and 78.6% more visits, respectively, on Black Friday (Nov. 24th) than on an average day in 2023. Indeed, the big day was Home Depot’s busiest day of 2023 and Lowe’s second-busiest.

And a look at Home Depot and Lowe’s visit performance during Labor Day – another, more recent retail milestone – shows that the two chains continue to excel at attracting visits on key calendar days. On September 4th, 2023 (Labor Day last year), visits to Lowe’s were 23.8% higher than the January to October 2023 daily visit average. And this year, Lowe’s relative Labor Day spike was even more significant – 24.8%. Home Depot, too, saw a slightly more pronounced Labor Day boost this year than last. So even if overall foot traffic to the home improvement leaders remained somewhat below last year’s levels, they may be in for a busy Q4.

Labor Day Visits to Home Depot and Lowe's Outperform Chains' Daily Averages by Slightly Wider Margins This Year

Looking Ahead

The home improvement industry has yet to regain its pandemic-era glory. But analyzing visit trends to category leaders shows that holiday visit spikes may help fuel a successful holiday season this year. How will Lowe’s and Home Depot perform on Black Friday? 

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

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