Which Barbie Accessory Drives the Most Amazon Demand?

Pattern Data Science

February 22, 2022

It’s time to bust out the Dream House, the jet, and the convertible, because March 9th is National Barbie Day! America’s most iconic doll was invented in 1959 by businesswoman Ruth Handler after being inspired by a doll she spotted during a trip to Germany.

From the introduction of her longtime boyfriend Ken in 1961, to the launch of new body types in 2016 in response to decades-long criticisms surrounding the doll’s negative impact on body image, and on to efforts to expand the diversity of the product line– the Barbie brand has evolved a great deal over the past 62 years.

This year, in honor of National Barbie Day, we decided to do a deep dive into our data to learn more about America’s current relationship with Barbie.

Has the doll gotten less popular over the past few years? Which types of dolls and accessories are the most popular? Has the COVID-19 pandemic had any impact on demand for Barbie dolls? And what about National Barbie Day—does the unofficial holiday drive any additional demand?

Keep reading to find out the answer to these questions and more!

When is online demand highest for Barbie?

We started our analysis by examining online demand for Barbie as a general term throughout all of last year. Here’s how the week-to-week trend panned out:

As you probably expected, the holiday shopping season was by far the biggest time of year for Barbie. Online demand ramped up sharply during the last week of October, peaking during the week of December 12th.

It’s unclear what may have driven the surge in demand in mid-July, but it’s clear that Barbie is generally at its most popular in the latter half of the year.

National Barbie Day, meanwhile, doesn’t appear to really move the needle too much. Demand during the week of March 9th picked up slightly when compared to the previous week, but only to levels similar to what we see during the rest of March.

For an even better understanding of online demand for Barbie, we next examined monthly demand over the previous 3 years.

Here we see that last year was actually a fairly strong year for Barbie, with demand remaining consistently higher throughout most of the year than either of the previous two years.

Comparatively, both 2020 and 2019 saw demand drop much more during the spring months, only to experience a slower increase during the summer and fall. But while last year saw the most consistently high demand, the 2020 holiday shopping season represented the high point across all three years.

Of course, the Barbie brand includes far more than the doll itself, so let’s dive even deeper into the data to see if these trends hold true for Barbie accessories, dream mansions, movies, and more

A closer look at online demand for Barbie dolls, accessories, and more

Now that we’ve examined the trends for Barbie as a complete brand, let’s see how some of the most popular items and accessories compare. We’ll start by comparing total demand in 2021 to see which items and accessories are the most popular overall.

As you’d expect, the dolls still drive by far the most demand—a full 64% more than the next most popular item, the Barbie Dream House. Barbie clothes weren’t far behind the Dream House, putting those two items in a tier of their own.

From clothes there’s a significant drop to the fourth most popular item in our analysis, Barbie Movies, a popular series of about 40 animated films. Barbie Car rounds out the top five, edging out boyfriend Ken.

To see if some of these most popular items and accessories experience the same kind of trends as the brand at large, we next compared the change in monthly demand for each.

Once again, the holiday shopping season is absolutely huge for Barbie items and accessories. Only Barbie movies, which see their demand peak in the dog days of August, didn’t experience the bulk of their demand during the months of November and December.

Barbie dolls and the Barbie Dream House both experienced the biggest boosts in demand during the holidays, with the Dream House peaking in November, while dolls continued to surge into December.

Interestingly, Barbie clothes and Ken dolls both started the year with demand up above the annual average, perhaps as kids look to fill out the big Dream House they got on Christmas morning.

Let’s close out by taking a look at the long term trends for some of these top accessories and items.

Interestingly, demand for Barbie dolls as a specific item actually saw demand at its highest in 2020, while 2021 saw demand drop below 2019. It’s important to qualify that queries for “Barbie” were far more common than specific queries for “Barbie Doll” – so it’s possible that 2021 simply saw more people searching for Barbies with a more generic query than in previous years.

Either way, all three years did see very similar trends, with demand slowly increasing and peaking during the holiday months.

It’s a similar story for the Barbie Dream House, with the 2020 Holiday shopping season rising well above both 2019 and 2021. All three years saw November rank as the top month of the year, but November 2020 saw demand up 44% more than either other year.

Barbie movies saw demand pick up when the pandemic hit in March of 2020, no doubt as millions of parents suddenly found themselves needing to help entertain a house full of socially distancing children. That increase in popularity held into 2021, which saw even higher demand throughout most of the year.

A lesson for brands

It’s clear that the holiday shopping season is crucial for Barbie dolls and accessories. The brand sees the majority of its demand fall during the months of November and December, although for some accessories and items we do see demand begin to pick up as early as late summertime.

Understanding the factors that influence consumer behavior can help brands better understand how to forecast demand for their products on online marketplaces, and even inform product design and marketing strategy.

To stay up to date on consumer behavior and ecommerce news, info, and trend analyses, be sure to subscribe to Pattern Insights on the right.

And, if you’d like to learn more about how you can best leverage our data to help your brand win online, holiday or not, get in touch today.

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Sept 6, 2022

Global Ecommerce Weekly News: 6th September 2022

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Aug 30, 2022

Global Ecommerce Weekly News: 30th August 2022

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Aug 23, 2022

Global Ecommerce Weekly News: 23rd August 2022

Get up to date with this week's ecommerce headlines from around the globe. --- Amazon News --- Amazon to add mental health support to primary-care service Amazon is set to move into mental health therapy with its primary-care division, following its recent acquisition deal of One Medical. The plan is to partner with virtual behavioural therapy service, Ginger, to offer its Amazon Care users with on-demand access to mental health services, licensed therapists and psychiatrists. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/08/11/amazon-plans-to-add-mental-health-support-to-primary-care-service/) GMB union calls for £15 an hour minimum pay at UK Amazon warehouses Amazon recently offered its warehouse workers a 3% pay rise, which in comparison to the June inflation rate of 9.4% left employees disappointed. Following this, hundreds of Amazon warehouse workers stopped work last week, protesting against the minimal pay increase, seeking a minimum of £15 an hour. Recent protests consisting of employee walkouts and sit-ins aim to get a better offer out of Amazon. [Read more on The Guardian](https://www.theguardian.com/technology/2022/aug/09/gmb-calls-for-15-an-hour-minimum-pay-at-amazon-warehouses-in-uk) Amazon third-party sellers have received their first-ever holiday fee hike Amazon’s third-party marketplaces account for close to half of the company’s online sales. The company introduced a 5% fuel and inflation charge to its third-party sellers earlier this year, and has now implemented another inflation increase charge. Commencing 14 October, any seller who uses Amazon’s fulfilment service is subject to the price hike, which is set to be an additional 35 cents per item for products sold in the US and Canada. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/08/17/amazon-third-party-sellers-have-received-their-first-ever-holiday-fee-hike/) Amazon puts a pause on UK grocery shop roll-out as the cost of living increases Amazon has slowed down on its UK roll-out of till-free Amazon Fresh grocery stores following disappointing sales and the rise in cost of living. Allegedly, the company is no longer looking for potential sites to expand and if more stores are opened, they will likely no longer use a till-free system, as consumers become more cautious about spending. [Read more on The Telegraph](https://www.telegraph.co.uk/business/2022/08/21/amazon-pauses-uk-grocery-shop-roll-out-following-disappointing/) --- Other Marketplace News --- Shopee overtakes Alibaba across international markets Shopee has surpassed Alibaba and taken the top spot for sales outside of China. Singapore-based marketplace saw a year-on-year increase of 51.4% at the end of Q2 of this year, while Alibaba saw a 3% drop during the same time period. This can be seen as a promising development for start-ups and their ability to compete with some of the largest ecommerce giants in the market. [Read more on Exchange Wire](https://www.exchangewire.com/blog/2022/08/18/shopee-surpasses-alibaba-in-international-sales-amazon-searches-for-entertainment-exec/) H&M reopens its official store to Alibaba’s Tmall ecommerce platform It has been nearly 18 months since Alibaba removed H&M from its Tmall platform, following H&M’s criticism of human rights abuses in Xinjiang. It is estimated that over a million people, predominantly minorities in the area, have been unlawfully detained in camps across the city. Brands including Nike, Adidas, Burberry and Converse were swept up in the controversy, however H&M was one of the first to be targeted for speaking out about the issue. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/08/16/hm-returns-to-alibabas-tmall-platform-16-months-after-xinjiang-controversy/) Klarna launches new feature allowing UK consumers to view full online order history Buy-now-pay-later company, Klarna, has launched a new feature on its shopping app, which allows UK consumers to view their full online order history, regardless of whether they purchased the product using Klarna. The feature also shows delivery tracking and aids consumers in managing their online purchases more conveniently. [Read more on The Industry](https://www.theindustry.fashion/klarna-launches-new-feature-allowing-uk-consumers-to-view-full-online-order-history/) --- Other Ecommerce News --- Online marketplaces responsible for £280 billion business turnover in the UK Nearly 900,000 UK businesses are currently selling on online marketplaces, generating an estimated £282 billion worth of sales each year. This figure represents 6% of the UK’s annual business turnover, highlighting the notable contribution that marketplaces make to the UK economy, along with the potential for further growth in this area. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/08/09/online-marketplaces-responsible-for-280-billion-business-turnover-in-uk/)