8 Amazon Categories That Could Stockout This Holiday Season

Pattern Data Science

November 9, 2021

It’s safe to say that the 2021 holiday shopping season is shaping up to be unlike any we’ve seen before. The phrase “supply chain” has gone from being limited to boardrooms and classrooms to something at the front of every shopper’s mind.

Still reeling from the long term effects of the COVID-19 pandemic, businesses and suppliers are bracing for a holiday shopping season even more chaotic and stressful than last year’s. And stockouts in major categories are anticipated to be one of the biggest issues for 2021’s holiday ecommerce for both consumers and brands

Pattern conducted an analysis over the past 90 days to determine which Amazon categories are currently experiencing inventory stockouts and which are most likely to experience stockouts this holiday season. Considering this year’s substantial challenges, we share what we’ve learned for brands and consumers alike so they can prepare for what to successfully sell and purchase this 2021 holiday ecommerce season on Amazon. The big lesson? Brands cannot delay prepping for the holiday season.

Consumers expected to do even more holiday shopping online this year than ever before

Despite the uncertainty surrounding this year’s holiday shopping season, the National Retail Federation expects this to be the biggest holiday shopping season ever. Their 2021 forecast anticipates an 8.5% to 10% increase in holiday shopping sales compared to last year. No small feat, considering last year’s significant 8.2% increase from 2019’s shopping season.

The report also predicts even larger growth in ecommerce shopping this holiday season. They expect that online and other non-store sales will increase by 11% to 15% compared to 2020, which would account for between $218 and $226 billion in online sales.

Long story short: online demand is going to be at an all-time high this holiday season, which means it’s more important than ever for brands and businesses to get their inventory in before the holidays.

Which is why we felt it would be important to dive into our data and get a feel for which types of items are currently most (or least) on track to run out of stock this holiday season.

Here’s a quick look at the major categories on Amazon, and which ones are the most (and least) on track to run out of stock:

Let’s dig a little deeper.

Categories expected to be safest from holiday 2021 stockouts

We’ll start with the safe items. As you can see in the chart above, the following categories are those least likely to experience inventory shortages during the 2021 holidays:

  • Books
  • CDs & Vinyl
  • Beauty & Personal Care
  • Automotive
  • Electronics

Both the book category and the CDs and Vinyl category are, far and away, experiencing the least amount of stockout. So if you have a bookworm or a record collector on your shopping list, you can breathe easy. And if you supply these products, you may not need to panic call your warehouses.

Beauty and personal care is the next lowest item on the list, but it’s important to note that some items in this category are actually experiencing pretty high levels of stockout. For example, nail polish is currently 14% out of stock, and extensions & wigs are 11% out of stock. Items that are much safer in this category are moisturizers (3% out of stock), face masks (4%), and bath and bathing accessories (4%).

Automotive items are well-stocked, but again, some automotive items like protective gear, seat covers, and accessories are on track to experience some stockouts.

It may come as a surprise to some, but tech manufacturers have done a fairly good job of keeping their items in stock and available to consumers this year despite the many supply chain challenges and chip shortages. Items that appear to be safest in this category include: networking products, cord management items, desktops, laptops, and monitors. Cameras and surveillance equipment, however, may be much harder to find.

Amazon categories most at risk for holiday 2021 stockouts

Here are the categories most likely to experience widespread stockouts this holiday shopping season:

  • Clothing
  • Sports & Outdoors
  • Patio, Lawn & Garden
  • Home & Kitchen
  • Baby Products
  • Tools & Home Improvement

Within these categories are several subcategories especially at risk. We’ve broken some of them down below.

1. Clothing

This year, clothing is the category experiencing the highest levels of stockout as we enter the holiday shopping season. Here’s a deeper look at which types of clothing are going to be the hardest (or easiest) to get your hands on this year:

As you can see, shoppers are going to be struggling to find all types of clothing this holiday season.

Activewear is currently the subcategory most on track to run out, with over a quarter of the inventory currently out of stock. Girls clothing is the next most out of stock, with costumes & accessories not far behind (which is to be expected on the heels of Halloween).

Multiple types of clothing are already seeing more than 20% of their inventory out of stock, including: lingerie, sleep and lounge, tops, tees, blouses, and men’s clothing.

Even the subcategories at the bottom of the list, like sweaters and baby clothing, are on track to see dangerously low levels of inventory by the end of the shopping season. So if you’re in the clothing industry, it’s going to be more important than ever to stay ahead of demand as much as possible in the weeks and months ahead.

2. Appliances

It looks like the cooking and baking trend that started in the early days of the pandemic hasn’t slowed down at all. Cooktops, ovens, ranges, and range hoods are on track to be especially difficult to get your hands on as the 2021 holidays approach.

Ice makers, refrigerators, and freezers are also experiencing low inventory levels expected to stretch into the holidays. So shoppers looking to upgrade their kitchen ahead of holiday gatherings or as a holiday present should be encouraged to make those big purchases as soon as possible.

3. Sports & Outdoors

Once again, it’s clothing that’s at real risk of a holiday shortage, as 21% of outdoor clothing is currently out of stock. Water bottles, a popular go-to gift for any friend or family member, are in danger of running out of stock already. As, it seems, are many other smaller types of sports and outdoor accessories.

Fan-related items like team gear, jerseys, t-shirts, etc. are also experiencing high levels of low inventory.

4. Patio, Lawn & Garden

The middle of winter may not feel like peak patio or lawn and garden shopping time for many parts of the country, but the category is on track to experience some stockout all the same.

Outdoor decor, doormats, plant containers, and flags might all be tough to get your hands on this holiday shopping season. Even more summer-associated items like garden hoses and patio furniture are running low levels on inventory, which may be following seasonality of demand.

5. Home & Kitchen

Last year was huge for home and kitchen item sales. With the pandemic keeping millions of people inside their houses for much of the year, this category was the #2 most likely to experience stockout in our 2020 analysis.

It may have dropped to #5 this year, but that doesn’t mean you won’t have problems finding certain home and kitchen items this holiday shopping season.

Travel and to-go food containers actually top this list this year, with bedding not far behind. Bath, home decor, and furniture may all experience shortages this holiday shopping season as well.

Small appliances, bakeware, and cookware, meanwhile, are all far less on track to run out of inventory. This suggests that after having refreshed their kitchen during the first year of the pandemic, many Americans are now moving on to the bedroom and the bathroom this year.

6. Baby Products

Baby products have been seeing a higher spike in stockouts once again this year. Blankets and swaddling are low in inventory as well as storage and organization, baby bedding, nursery items, bathing, and furniture.

Whether you’ve got a new baby at home, are expecting one before the holidays, or have new parents on the shopping list, you shouldn’t wait to make these holiday purchases this year.

7. Tools & Home Improvement

Unsurprisingly, masks, respirators, and PPE top the list of tools and home improvement supplies experiencing the lowest inventory levels.

String lights are already running low on inventory, so if you’re postponing putting up your Christmas lights, you might want to rethink that idea.

Other items in this category that are at risk of running out of inventory this year include building materials, safety and security equipment (which we also saw running low in our electronics category as well), and cords, adapters, and multi-outlets.

8. Musical Instruments

Don’t procrastinate shopping for the musicians on your list this year. Popular instruments like guitars, drums, and general band and orchestra instruments are all starting to run low on inventory already.

Other popular at-home music options like ukuleles, home studio equipment, and keyboards, are also in danger of running low this year as many people chose to spend that extra at-home pandemic time making music and have depleted Amazon’s inventory.

A quick look at other subcategories most at risk of holiday 2021 stockout

Now that we dove deep in the top 8 categories most likely to experience stockout, we wanted to examine the subcategories across other categories we looked at to see which ones are the most on track to run out of inventory this holiday shopping season.

Here are the 10 subcategories most at risk of stockout from the rest of the categories in our analysis:

A lesson for brands

Our data reinforces the idea that the holiday shopping season 2021 might see higher levels of stockout than any year before.

Better understanding inventory levels and consumer demand is more important than ever. Running out of inventory on a popular item early in the shopping season can quickly and easily sour your relationship with retail partners, leaving them eager to find someone more equipped to manage their inventory. It can also leave your Amazon listing available for another seller to grab the buy box.

Plus, stockouts can leave the end consumer feeling frustrated with your brand both this year and even in the future. Either way, staying ahead of your inventory is a crucial part of preparing your brand for the 2021 holiday shopping season. Pattern’s proprietary software can help brands forecast demand, avoid stockouts and missed sales, and advertise effectively across all inventory levels.

To learn how Pattern can help you leverage your data so your business can succeed this holiday season and beyond, schedule a demo today.

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Sept 27, 2022

Global Ecommerce Weekly News: 27th September 2022

Get up to date with this week's ecommerce headlines from around the globe. --- Amazon News --- Amazon drives renewable energy push with 71 new projects Amazon is planning to add 2.7 gigawatts of clean energy capacity through a couple of new projects as the company attempts to use 100% renewable energy by 2025. The ecommerce business will soon have a total of 329 renewable energy projects, generating 50,000 gigawatt hours of clean energy, which is equivalent to powering 4.6 million US homes every year. [Read more on Reuters](https://www.reuters.com/business/sustainable-business/amazon-drives-renewable-energy-push-with-71-new-projects-2022-09-21/) Amazon launches Prime Early Access Sale Amazon is launching a new 2-day shopping event for its Prime members only, beginning on the 11th of October. Across 15 countries, Prime customers will have access to the shopping event, with thousands of deals on offer globall, ranging from fashion to electronics to essentials. The event has the purpose of giving Prime users the chance to spread the cost of items over the winter months, 6 weeks ahead of Black Friday. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/26/prime-early-access-sale/) --- Other Marketplace News --- Shopify unveils new localisation tool Shopify is launching a new localisation tool, called Translate & Adapt, which works with Shopify Markets to offer localisation for sellers who are looking to expand into new markets. The tool translates a user’s online store into different languages, including product pages and information pages. Merchants are also able to create different shipping terms for each market using the new tool, which allows international expansion and offers a more localised consumer experience, unveiling new potential. [Read more on Ecommerce News](https://ecommercenews.eu/shopify-launches-new-localisation-tool/) Etsy is set to invest hundreds of millions into its marketing platform Etsy CEO claims that the company is on route to spend more than $570 million USD on marketing this year. Even during a time of macroeconomic pressure, inflation and rising interest rates, the company is preparing itself and its sellers for the upcoming holiday season and is focused on retaining interest from buyers. [Read more on Yahoo News](https://uk.news.yahoo.com/etsy-600-million-on-marketing-ceo-154054219.html) --- Other Ecommerce News --- Meta looks to cut costs by 10% in the coming months Meta employees are facing job redundancies as the company plans to cut its costs by 10% over the next few months. Meta reported a 22% YoY increase in costs and expenses, totalling over $20 billion USD. The cuts are expected to come in the form of job redundancies as a result of department reorganisations rather than formal layoffs. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/22/meta-to-slash-costs-by-10-over-coming-months/) DHL teams up with Quadient to offer smart locker deliveries in the UK DHL and tech company, Quadient, have partnered to offer smart lockers parcel pick-up throughout the UK. The new contactless, secure locker stations will give recipients more choice and flexibility to receive their parcels at a time and location best suited to them. The partnership plans to install 500 locker stations across the country by the end of 2022. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/21/dhl-partners-with-quadient-to-offer-smart-locker-delivery/) The online fashion market is set to be worth nearly $170 billion USD in 2025 The European online fashion retail market is set to grow 50% by 2025, with an online turnover of $170 billion USD, which is 33% of the retail branch’s total. Cross-border marketplaces prove to be the largest drivers of this growth, with online websites and apps like Vinted largely pushing the market’s online growth. Zalando recently became the largest cross-border fashion retailer/marketplace, responsible for 11.7% of the online market’s share. [Read more on Ecommerce News](https://ecommercenews.eu/online-fashion-market-worth-e175-billion-in-2025/)
Sept 26, 2022

Top 5 Ways to Prepare for Peak with Google Ads

Peak season is almost upon us and with all signs pointing to it starting earlier than ever, with Christmas gifting searches now ramping up in August and September, it’s time to start preparing for peak. In this article, we’re sharing our top five tips for planning and preparing for peak season with Google Ads and the strategies required to get your Paid Search ready so you can drive success over this crucial period.

1. Go Early

In 2021, gifting search terms started increasing in popularity in August. The general trend is that people are looking, researching and weighing their options early, so it’s best to start your Paid activity early to ensure that you’re capturing that early research traffic. This will help drive revenue alongside aiding those consumers who are in their research phase.

From 2020 to 2021, spend during Cyber Week actually only rose 2% but in the weeks leading up to it, it increased by 16%. However, Cyber Week is still the biggest period during the latter half of the year, accounting for 23% of all online spend by consumers over peak. Being prepared and starting early will help you to maximise your time during this period.

2. Get Ready for Privacy Changes

 According to Google, 48% of global consumers have stopped buying or using a service due to privacy concerns. Privacy is front of mind when consumers are shopping online and we know that Google is phasing out 3rd party cookies in 2023. This is going to make it much harder to track users online and it’s something that brands need to think about this now – waiting isn’t an option.

From a Google Ads point of view, you want to ensure you have set up the Google Ads tag across your site and have enabled ‘Enhanced Conversions’, which ensures all conversions are tracked and allows you to monitor other actions such as ‘Add to Cart.’ This is relatively easy to set up, especially if you use ‘Google Tag Manager’.

It’s also vitally important that you build up your first-party data during this time as this is data you own and it can be used when targeting consumers that have provided your brand with their email address. Pattern’s own experience shows that by segmenting and using first-party data, you can see a 10% improvement in revenue and ROI.

3. Ensure Consumers Can Discover your Brand

A full-funnel approach is now more important than ever as consumers become more discerning and have more choices than ever of where to shop.

Pattern has seen success with Google Ads’ ‘Discovery Campaigns’ (image-based ads that appear on Google platforms such as Gmail and the Google app), which have driven success both from a traffic and revenue perspective.

The performance of these campaigns is significantly enhanced by adopting a segmented and nuanced approach to first-party data and incorporating these into your campaigns. Other options for a full-funnel approach include YouTube and testing bidding on keywords that are more representative of the research phase. (e.g. ‘best baby clothes’ for a baby clothes brand)

4. Get Moving with Performance Max

Earlier this year, Google announced that they were moving away from Smart Shopping and launched Performance Max. This is a new campaign type that incorporates features and placements from Smart Shopping but expands them onto other platforms such as Gmail but also alternative creative options, such as images and videos.

Since Google has already started automatically upgrading Smart Shopping campaigns to Performance Max, expect to see some fluctuations in the first 2 weeks following the switch over but results generally seem positive. We recommend upgrading sooner rather than later to limit any potential impact to peak period.

5. Flight Budgets Accordingly

Peak period will be even more competitive than in 2021 and you’ll need your budgets to support this period, we recommend boosting budgets in October to start capturing that early peak traffic. As we enter November and the Cyber Period, start early and make sure you are capturing those consumers looking for early bargains, ensuring you are being nimble in your optimisations and reacting to the data that you are seeing.

Overall, peak period is vital to help drive your sales and by preparing early, you will see strong results and drive success for your brand. If you want to discuss how your brand can navigate this next peak period, contact us to discuss your options with our performance team now.

Sept 20, 2022

4 Ecommerce Marketplace Consultant Must-Haves

Entering the ecommerce landscape is a huge undertaking for any brand—it usually requires a large investment in resources and expertise to really be successful. Any brand can quickly get in over their heads trying to navigate the nuances of SEO, fulfillment and logistics, distribution control, listing optimization, and meeting the numerous other requirements and administrative tasks to show up well on marketplaces. 

Unfortunately, because it’s so easy for third party, gray market, and unauthorized sellers to obtain and sell products online, many brands find themselves pressured to execute an ecommerce plan without the right resources to succeed on marketplaces and their other channels.

So, for brands looking to enter the ecommerce space or improve their current and future performance, it makes sense to partner with an ecommerce consultant.

Pattern’s global presence and proven success with hundreds of brands has allowed us to develop highly effective ecommerce consulting services. We can guide your brand to navigate issues both large and small in marketplaces worldwide. To maximize your ecommerce efforts, you’ll need to understand what an ecommerce consultant does and how to select one who drives the right value for your brand and products. 

What is an Ecommerce Consultant?

An ecommerce consultant is a specialist in the ecommerce space who can give you personalized guidance on how to market your products and grow their presence on digital marketplaces.

An ecommerce consultant should be able to analyze your brand, audience, category, opportunity, and current roadblocks and help you understand how to utilize your resources (or what resources are missing) to be most effective in capturing your opportunities in the ecommerce space.

Not sure how to evaluate a consultant? Here are 4 key attributes to look for as you make your choice.

1. Brand Obsession/Specialization/Passion

At Pattern, we prioritize brand obsession for a reason—we know that a brand-centered mindset makes a crucial difference in the outcomes and results our partners achieve. So in our experience, when you begin your search for an ecommerce consultant, it’s important to look for a partner who is specialized in ecommerce, invested in the product, and passionate about helping brands build and improve their strategies. Typically, this means finding someone that consults exclusively for ecommerce marketplaces, rather than choosing a consultant who offers many different services. 

2. Proven Results

It’s also important to avoid choosing a consulting partner who can’t deliver the right experience for your brand. The best indication of whether your potential consultant can do that is to review their history, data, and results with other brands. Ask if they’ve helped others in your selling category, if they’ve solved specific issues your brand is facing, and why they feel you are a good fit. The key is to leave the conversation feeling confident that you understand your consultants’ capabilities and whether or not they match up with your needs.

3. Wide Range of Marketplace Expertise

It’s best to pick a consultant who knows how to guide a brand onto and through multiple marketplaces worldwide. You’ll want to take a look at your long-term strategy and think about the regions and platforms you’re currently on and where you might want to take your brand in the future. If your consultant is truly great at what they do, they’ll be able to help you perform well enough with your current product roadmap that it’ll be a no-brainer to expand your presence at the right time.

4. Network of Resources

The most effective partnership with an ecommerce consultant will be able to give you both recommendations and point you to solutions for making those changes in your planning, processes, and execution. Your time and money is valuable, so you want to make sure that you’re spending it as efficiently as possible as you follow your consultant’s advice. So, before you commit to an ecommerce consultant, ask about the resources and concrete solutions they typically recommend to the brands they work with.

Achieve Your Ecommerce Goals With Pattern

Finding an ecommerce consultant that checks the boxes can be a difficult task. At Pattern, our entire focus and drive centers around giving brands the tools and resources they need to succeed on domestic and international ecommerce marketplaces. 

With over 100 global ecommerce consultants across 10 global offices, we have the right tools to partner with brands across the world to achieve better ecommerce success. We give specialized advice, then make sure our partners have all the adequate SEO, social media, CRM, Amazon multi-channel fulfillment services, and ecommerce outsourcing services they need.

Interested in ecommerce consulting services? Set up a call here to learn what Pattern can do for your brand on global marketplaces.