Why Does Buy Box Suppression Happen & How Can You Stop it?

Cassandra Shaffer

May 28, 2020

The Amazon Buy Box is the goose that lays the golden egg for ecommerce merchants. Not only does it make the buying process much simpler for customers, but winning it can significantly increase your sales.

Buy Box listings are chosen by Amazon based on how well sellers meet Amazon criteria, but just because a brand wins the Buy Box doesn’t mean it will maintain it. Sometimes a brand will fail to be eligible (they run out of stock, can’t meet Prime shipping requirements, etc.), but other times, a brand’s Buy Box will disappear without warning or indication of risk. This is called Buy Box suppression, and it can have serious ramifications for sellers.

What is Buy Box suppression?

Buy Box suppression happens when the “click to cart” button is removed from a listing—typically, customers will see a button that says “See All Buying Options” in its place. Suppression forces customers to take a few extra steps to purchase a product. Without a one-click option, the chance customers will buy a product from you plummets.

Buy Box Suppression, Pattern

“Generally, sales will tank when an item is suppressed and best-seller rank also tanks,” said John LeBaron, Chief Revenue Officer at Pattern.

Along with affecting sales, suppression can erode customer trust in your product and your relationship with Amazon.

Why does Buy Box suppression happen?

In many cases, Buy Box suppression happens because no seller is eligible to win it. Maybe seller metrics have dipped below standard, their listings are incomplete, or their customer service isn’t great. More often than not, however, Amazon price fluctuations are the culprit.

Amazon sets lower prices on their top selling products to drive sales and stay competitive. Their pricing model is centered on offering consumers the best price (or perceived best price) they can find, and Amazon takes active steps to ensure they’re the marketplace offering it.

According to LeBaron, Amazon scrapes the web to find out if an ASIN is being sold cheaper on another retailer’s site. If they find your product being sold by another retailer at a price lower than what you’re offering it for, you could see your Buy Box removed. Amazon will suppress the Buy Box to protect customers from paying more than the Manufacturer's Suggested

Retail Price, or MSRP.

Here’s an example of a listing being suppressed because the cost is lower elsewhere.

Amazon Buy Box Suppression, Pattern

Not only does suppression happen when other sellers lower their prices, but it can happen if the price on a product makes a sudden increase.

“If an item on Amazon has been selling for $9.99 for the past year and suddenly the price jumps to $12.99, this could trigger Buy Box suppression,” LeBaron said.

How do you stop it?

In many cases, buyers can stop suppression by making sure their account metrics are in good standing and their listings are complete. When it comes to pricing-induced suppression, the best prevention method is to monitor the listings of other sellers and lower your prices accordingly to remain competitive.

With millions of vendors on Amazon and other ecommerce platforms, monitoring of any kind may sound daunting, but there are tricks and tools your brand can use that can help.

Helpful tools Newel Cobb, Senior Brand Manager at Pattern, says one way brands can see what other sellers are charging is by using the predict tool on Amazon. You access it by clicking “Products” then “Product Details” followed by “Pricing” and then “Price Changes.” This tool shows if other marketplaces have moved first on lowering a price.

There are plenty of other tools that brands can use to monitor price as well.

“I also like to use Chrome extensions like Honey, _Price Scout, _or WikiBuy to compare a product across the web to other marketplaces,” Cobb said. “If you cannot find a new product cheaper on another marketplace, I would use the _Keepa _or Camel Camel Camel Chrome extension to see if the price has moved up or down a ton on Amazon.”

Here’s how monitoring price fluctuation appears on _Keepa. _

Keepa Tool Tracking Amazon Buy Box Suppression, Pattern

There are other pricing tools available, like RepricerExpress, that can change the price of your product throughout the day so you’re always on top of sudden price drops from other retailers.

By making sure your seller performance and account health are in good shape as well as watching prices on the market to stay competitive, you can help your brand stay in the Buy Box and stop Amazon from removing it.

Want to learn more about how Pattern helps brands avoid Buy Box suppression? Reach out and we’ll get in touch soon.

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Slowing Inflation is Music to Consumers’ Ears
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Slowing Inflation is Music to Consumers’ Ears

**Instrument Pricing Changes Tune Amid Record Inflation** Compared to 2022, consumers should expect to pay more for musical instruments, but the rate of inflation shows signs of slowing. **The backstory:** America’s most popular musical instruments saw a notable price increase in 2022 compared to 2021, but the rate of inflation eased in Q4 ’22. **Why it matters:** Slowing inflation within this product category could indicate economic pressures like increased demand, rising labor costs, and supply chain disruptions are easing across the consumer landscape. **What we’re seeing:** The average cost of musical instruments increased 7.5% from 2021 – 2022; however, when analyzing individual increases year over year, some instruments saw price increases as high as 21%. <iframe title="YOY Price Change for Instruments — 2022 vs. 2021" aria-label="Bar Chart" id="datawrapper-chart-02Lwk" src="https://datawrapper.dwcdn.net/02Lwk/2/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="379" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * Trombones experienced a 21.73% increase compared to 2021 * Trumpets +20.08% * Flutes +18.6% * Recorders +16.13% * Saxophones +13.63% * Clarinets +10.55% * Drums +5.41% * Ukuleles +5.17% **However:** Inflation among these same instruments was significantly less in Q4 ’22 compared to Q4 ’21. In some cases, prices decreased from Q4 ’21 – Q4 ‘22: <iframe title="Price Change for Instruments — Q4 2022 vs. Q4 2021" aria-label="Bar Chart" id="datawrapper-chart-6X6GZ" src="https://datawrapper.dwcdn.net/6X6GZ/2/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="379" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * Trombones +11.23% * Flutes +10.41% * Saxophones +5.94% * Clarinets +5.59% * Trumpets +3.10% * Recorders +2.85% * Drums -2.59% * Ukuleles -8.46% **Moreover:** Certain instruments saw inflation reverse in 2022. On average, prices for melodicas, guitars, and violas saw their prices decrease by 4.41%, 3.19%, and 0.97%, respectively. <iframe title="YOY Price Change for Instruments — 2022 vs. 2021" aria-label="Bar Chart" id="datawrapper-chart-0Tefk" src="https://datawrapper.dwcdn.net/0Tefk/3/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="259" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> **Diving Deeper:** Inflation was more significant when comparing Q4 ’21 to Q4 ’20 than when comparing Q4 ’22 to Q4 ’21, indicating a slowing down of price increases for consumers. <iframe title="YOY Q4 Price Change for Instruments — 2020 – 2022" aria-label="Stacked Bars" id="datawrapper-chart-p6iqt" src="https://datawrapper.dwcdn.net/p6iqt/1/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="206" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * In Q4 ’21, average prices for all instruments were up 8.89% compared to Q4 ’20. * When comparing Q4 ’22 to Q4 ’21, the average price for all instruments only increased by 2.65%. **The takeaway:** While consumers should expect to pay higher prices for instruments this year, overall inflation impact within this product category appears to be slowing down. With National Ukulele Day coming up on February 2, now is a great time for ecommerce brands to take advantage of slowing economic worries and reach new consumers. * Want Pattern’s data science team to power your brand with consumer insights like these? Contact us to [request more information](https://pattern.com/contact-us/) today.

Slowing Inflation? What Musical Instrument Pricing Tells Us
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Slowing Inflation? What Musical Instrument Pricing Tells Us

It’s safe to say consumers and brands alike are eager for a change to the pattern of rising inflation, steadily increasing in many ecommerce categories . Pattern’s internal team’s data scientists analysis of instrument pricing shows a glimmer of hope that inflation may be slowing, which would be great news for brands selling online.

At Pattern, we’re interested in and monitoring trends and news related to pricing since price is a key factor in a brand’s profitability (as explained in the Ecommerce Equation). When brands are able to optimize their price, conversions, and traffic, they can optimize their profitability. And profitability leads to better allocation of resources, better brand control, and gives leaders the ability to expand their presence to new markets worldwide.

YoY Instrument Pricing Increased at a Slower Pace

When analyzing the pricing changes of instruments from 2021 to 2022, our teams found that prices increased, but at a slower rate than from 2020 to 2021.

As shown below, the year over year Q4 changes show quite a lower rate of increase.

Inflation Improvements Raise Profitability

Because inflation impacts online shopping behaviors, lower inflation can lead to better overall profitability for brands. This idea, of course, is nuanced, but Pattern’s Ecommerce Equation can help illustrate the general principle.

When inflation rises, consumers change their spending habits. Shoppers spend more time researching products, forego premium, higher-priced brands, and buy more in bulk. Brands tend to see a loss of loyalty as they’re forced to raise prices.

Price is a key variable in the Ecommerce Equation: price x conversion x traffic = profitability. As inflation lowers, brands can expect better performance in all of these areas—more traffic as spending habits return to normal, higher conversion from returning customers, and price that better fits consumer demand. As inflation lowers and these variables stabilize, brands will see profitability increase.

Raise Your Profitability with Pattern

As an ecommerce accelerator, Pattern is obsessed with gathering data that helps our brand partners succeed. We’ve created best-in-class technology, models, and analytics to understand changes on the horizon and inform our decisions. With an incredible team of data obsessed Pattern employees, we see what makes the difference in truly great ecommerce performance and apply those learnings for brand partners. 

Ready to improve your profitability? Contact us here.

Inflation hits LEGO, but lighter than you’d suspect
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Inflation hits LEGO, but lighter than you’d suspect

**Some sets get more expensive, while others become cheaper** In June 2022, LEGO announced it would be increasing the prices of their sets. Ever since, consumers anticipated their favorite plastic construction toy prices to increase [by as much as 25%](https://9to5toys.com/2022/06/02/lego-officially-confirms-price-increases-coming-to-most-sets-later-this-fall/). **Why it matters:** Consumers are feeling the sting of inflation in all areas of their lives, from groceries and gas to entertainment. With LEGO Day right around the corner (January 28th), fans may wonder whether it’s a good time to purchase a set. **What we’re seeing:** While inflation continues to ravage the economy, consumers are seeing a small reprieve when it comes to the pricing of LEGO sets. Despite the anticipated 25% price increase, average prices among the top LEGO sets only increased by 4.7% year over year when comparing Q4 2022 to Q4 2021. <iframe title="YOY Price Change for All LEGO Sets – 2022 vs. 2021" aria-label="Interactive line chart" id="datawrapper-chart-3gn9L" src="https://datawrapper.dwcdn.net/3gn9L/3/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="393" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * During this same period, annual prices for some of the most popular LEGO sets were up as much as 23%. <iframe title="U.S. Price Change for LEGO Sets – Q4 22 vs. Q4 21" aria-label="Split Bars" id="datawrapper-chart-vh7B2" src="https://datawrapper.dwcdn.net/vh7B2/1/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="708" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> **Yes, but:** Prices of other popular sets were down by as much as -12% during this same period. Depending on the kit, consumers might actually find some popular LEGO sets have gotten less expensive since 2021: * LEGO Star Wars Imperial Probe Droid was down -6% in Q4 2022 vs. Q4 2021 * LEGO Creator Tuk Tuk was down -7% * LEGO Star Wars Ultimate Millennium Falcon was down -10% * LEGO Ideas Tree House Business Kit was down -12% **However:** Even for the sets that experienced a price decrease, the decrease was less significant in Q4 2022 as set prices increased across the board following the June 2022 announcement. <iframe title="YOY Price Change for Individual LEGO Sets – 2022 vs. 2021" aria-label="Interactive line chart" id="datawrapper-chart-KjSXz" src="https://datawrapper.dwcdn.net/KjSXz/1/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="400" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> **The takeaway:** While prices didn’t increase as much as consumers anticipated, inflation still had an effect on the cost of LEGO sets. As ecommerce brands prepare for increased demand ahead of LEGO Day, they could increase customer interest in all sets by promoting the sets that have seen a price decrease. * Pattern’s data science team analyzes consumer demand on Amazon to understand how economic forces impact pricing and shopping behavior. If you’re interested in using insights like these to propel your ecommerce strategy forward, [contact our team today. ](https://pattern.com/contact-us/)