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How to Analyze & Understand Consumer Buying Behavior: The Value of Effective Insights

In business, the value of genuinely understanding the consumer is multidimensional. 

Through deepened awareness of what our consumers want and how they feel, we are better prepared to make informed decisions on everything from product development to sales pitches, merchandising, marketing, customer experience, and more. Further, when we are able to meet consumer demand and appeal to them in an authentic manner, we increase brand loyalty among our consumers.

For retailers and manufacturers, this is where the analysis of consumer buying behavior comes into play as a critical component in helping them better understand the consumers who buy their products. Read on to learn about the key components of completing a consumer shopping behavior analysis, including the role of consumer data, the metrics that can be tracked, and the various applications that can be implemented to improve business.

What is shopping behavior analysis?

In short, shopping behavior analysis is the act of better understanding consumers through the collection and review of data on consumer shopping habits, preferences, and buyer motivations.

This analysis allows for the identification of patterns in consumer behavior, answering questions around what consumers are purchasing, when they are purchasing, where they shop, and more. 

Analyze consumer buying behavior in 3 core steps

While the analysis process may deviate based on elements specific to a given campaign, industry, or audience, the following three steps are fundamental to any effective shopping behavior analysis:

1. Gather and organize necessary shopper data
2. Analyze and interpret data
3. Identify buying behavior trends and patterns

Step 1. Gather and organize necessary shopper data

Shopper data is where we gain insight into consumer attitudes, preferences, motivations, and trends. 

Depending on the insights you hope to find, this step could involve collecting survey data, transactional data from point-of-sale systems, social media data, or even website interaction data. 

Given the vast variety of data options available, to understand how to gather your data, you will first need to understand the type(s) of data you want to collect. 

Understanding the different types of consumer data

From first-party to attitudinal, there are various types of consumer data – and even more ways in which that data can be collected. As technology moves steadily toward a cookieless future and a privacy-first perspective on how we gather information about consumers, it’s important to understand how to distinguish between the nuances in types of consumer data. 

What is “____-party” data?

Zero-, first-, second-, or third-party data generally refers to the method by which data was collected. The higher the number, the more privacy-invasive. In other words, zero-party data is direct from the user and voluntarily given, whereas third-party data is collected from an outside data provider, usually using cookies or “stealth” tracking methods, and often purchased. 

Standard data types

The four standard data types include basic, interaction, behavioral, and attitudinal. 

  • Basic (or identity) data is information that has been collected or provided on an individual person using your product. This is the information typically stored with your company’s CRM, the majority of which falls under the Personally Identifiable Information (PII) category. This data will fall under privacy and protection laws. 
  • Interaction (or transactional) data is derived from how consumers engage with your brand, whether in-store,  on your website, in an ecommerce shop, on social media, etc. Common metrics in this category include products purchased, basket analysis, clickthrough rates, time spent on page, social “likes,” and more. 
  • Behavioral data is specifically about how users experience and engage with your product. Since this data is often stored digitally, it can be found in client usage reports within SaaS platforms or brand apps. Technology industry products gather this data directly from digital user interactions. However, for industries like consumer durables to collect data, user surveys reporting their behavior and usage are often required. 
  • Attitudinal data includes information on consumer attitudes, preferences, and motivations. This data is often qualitative and gathered from reviews, satisfaction surveys, focus groups etc. 

Using consumer data types to understand shopping behavior 

Each of these data types will deliver a different level of insight into consumer behavior. Companies with a data lake may even have the ability to combine different data types to generate additional insights. An example of this combination may be combining behavioral data with transactional data to identify purchase patterns and increase total spend. When selecting the types of data you want to gather for your analysis, you will want to ensure the data maps to your desired outcome. 

Selecting the right types of consumer data

In understanding buying behavior, identity (or PII) data will be far less important than interaction, behavioral, or attitudinal data, as you will be less concerned with the actions of individual purchasers and more interested in the collective. Similarly, interaction data is important and can be easily extracted from your internal tracking tools or the individual platforms. 

Collecting behavioral and attitudinal data

To collect behavioral and attitudinal data that delivers insight into shopping behavior, businesses typically gather information through intentional effort. 

Traditionally, organizations have used consumer surveys as a way to ask specific questions about consumer behavior and gather detailed responses, such as why consumers make certain purchasing decisions. That information is then used to inform improvements in product development or business operations. For example, a consumer survey might reveal that a large percentage of consumers are not satisfied with the selection of products offered by a particular store or brand, which could inform the product assortment strategy.

Many successful retailers and manufacturers even conduct routine satisfaction surveys that can regularly provide some of these insights. However, businesses seeking a specific set of insights would need to initiate a new outreach to gather the data needed for the analysis. The planning and execution of which can be time consuming and pricey to get right. 

Modern data collection: consumer insights solutions

Rather than conducting dozens of individual research studies, businesses today are turning to insights solutions like TraQline, which are designed to deliver shopper behavior data with ease, right when users need it — saving hundreds of hours. TraQline users specifically gain access to thousands of consumer insights that span 10 years of behavioral and attitudinal data, as well as market share, all at the click of a button.

Step 2. Analyze and interpret data

Once you have  collected and organized the data, the next step is to identify trends and patterns within the data. Analyzing the data may involve using a statistical analysis software or other tool to help understand the insights available within the dataset(s) provided. 

Key shopping behavior metrics that businesses could track or pull from the data include consideration rate, conversion rate, number of stores shopped, seasonal purchasing habits, reasons for buying a specific product, etc. 

With a consumer insights tool, highlighting these metrics is typically an integrated piece of the platform. As an example, TraQline Durable IQ highlights significant changes (positive or negative) in a given metric for all variables, as well as exportable charts that depict the insights visually. 

Reasons Purchased (2022 data)
Small Appliance Brand: Cuisinart

Behavioral Metrics such as 'reason purchased' are
a key metric in a consumer insights platform

Step 3. Identify buying behavior trends and patterns 

The final key step in understanding consumer behavior is to look at the insights over time in order to highlight trends and patterns. This is a crucial step, as YOY or period-over-period can paint a picture of buying behavior that single year or quarter data may not reveal or may misconstrue. 

This may involve uncovering patterns in the data that show certain products appearing more popular at certain times each year or that specific demographics tend to make purchases online versus in-store. 

For example, in the chart below, which shows 2022 units purchased for select small appliances brands from Durable IQ, there’s a noticeable lift in purchase rates for all these brands from Q3 to Q4. 

2022 Share Growth (by units sold)
Select Small Appliance Brands

This Q4 lift may indicate a seasonal trend, led by holiday sales and gift purchases, or it may indicate something specific to that quarter alone. One way to determine which is the reason would be to compare the same selection YOY to see if the trend persists. If it does, it’s a seasonal trend, likely still worth drilling down further for additional insights – such as the growth of KitchenAid, for instance, which jumps from lowest to highest of the selected brands between Q3 and Q4. If it does not, then determining what could have caused the quarter lift would be worth investigating. 

As you can see below, in this instance, the Q3 to Q4 lift appears to be a seasonal trend, with the same growth seen over the past three years.

2020-2022 Share Growth (by units sold)
Select Small Appliance Brands

For more great insights like these, fill out the form below to get a demo of the TraQline consumer insights platform or connect with an expert on our team.

Applications of consumer buying behavior insights

Both the short-term insights and long-term trends and patterns can help inform consumer understanding and be used by businesses to inform strategies for purchasing, marketing, sales, and beyond. Let’s take a look at a few specific examples where shopping behavior analysis can improve business performance.

Identify opportunities to enrich the customer experience

The customer experience can easily make or break a sale. Poorly designed planograms, customer service that fails to meet expectations, difficulty with site navigation, and/or confusion in product differences can solicit a response in consumers that has them searching another brand or shopping another store. 

As a more nuanced example, if a shopping behavior analysis reveals that a high percentage of online shoppers abandon their cart before completing a purchase, this may indicate a need to improve the checkout process, offer promotions, or integrate more payment options.

Optimize product assortments and pricing strategies

Consumer buying behavior insights can reveal trends around needs and preferences, allowing businesses to optimize their product assortments and pricing strategies to align with their target market. Having the right data at our fingertips helps ensure we understand how our own product lineup compares to that of our competition. 

Insights from platforms like TraQline SKU Metrix deliver comprehensive, searchable product libraries. These libraries not only collect daily information about products available at key retailers, but they also allow the user to compare and filter products based on features — all while providing product pricing updated several times per week.

For example, the data might show that a particular feature is becoming more prominent in the marketplace, which could prompt a business to integrate that feature into product development moving forward.

Develop consumer-targeted marketing campaigns

Through consumer shopping trend data, businesses can uncover insights that allow them to create marketing campaigns tailored to the specific needs and interests of their target audience – or even discover new audience segments to target. 

The data may show that a particular product, feature, or price is more popular with Gen Z or is purchased heavily within one region, which could inform the decision to target that demographic with marketing efforts. 

Better understand your consumer shopping trends

Undeniably, shopping behavior analysis is a valuable tool for understanding consumer trends and identifying opportunities for improvement. 

By collecting and analyzing various types of data and tracking key metrics over time, businesses can gain a better understanding of consumer behavior and use this information to inform their marketing and sales strategies.

If you’d like to learn more about how TraQline Durable IQ can help you better understand your target market, inspire loyalty, and uncover trends in consumer durables with ease and efficiency, connect with us below!

 


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New Year’s Resolution

New Year’s Resolution Statistics: How Resolutions Correlate to Consumer Buying Trends in Durable Goods

In a tradition that dates back more than 4,000 years, consumers around the world choose New Year’s resolutions that impact how they spend time and money – recreationally, professionally, and personally. As a result, businesses in the U.S. typically see an increase in purchases like gym memberships, home gym equipment, cookbooks, and other lifestyle change-related goods. 

After a flurry of holiday spending, consumer durable spending often slows in the first quarter. However, not all product categories are affected equally by this trend.   

In this article, we analyze 10 years of consumer insights data to determine how the new year impacts the consumer durables industry. By evaluating incidence rates across 20 different TraQline Durable IQ™ product categories, covering a total of more than 250 products, we were able to find the top 3 durables goods categories with the most notable increase in demand from holiday spending in Q4 to new year purchases in Q1. 

New Year Consumer Purchase Trends

Top 3 Durables Product Categories by Spend Increase  

Based on TraQline consumer insights data from 2012-2022, the following 3 product categories show the most notable increases in demand between Q4 to Q1: Exercise Equipment, Outdoor Power Equipment (OPE), & Household Cleaning Supplies.

Let’s look at what the data shows, and how these increases might correlate with consumer resolutions.  

Exercise Equipment
Q4 to Q1 Purchase Trends

Across all TraQline’s 250+ consumer durables products, consumer demand for Exercise Equipment products has consistently seen the largest increase from Q4 to Q1 in the past decade.  

With a majority of all New Year’s resolutions in the United States relating to health and wellness changes – namely to exercise more – this is an unsurprising finding. Since Sweatin’ to the Oldies, the first YouTube workout video, launched in 2003 – followed by Peloton in 2013 and FitBit in 2014 – the popularity of improving exercise habits at home has continued to increase. 

Notably, while still higher than the rest of the year, the Q4 to Q1 demand from 2021 to 2022 did see a minor decrease in demand, when compared to previous years. It will be an interesting to watch this data in the coming years to determine if this is an ongoing trend or if the decline correlates primarily to a rise in more consumers opting again for gym memberships in the wake of the coronavirus pandemic. 

Products within the Exercise Equipment durables category include, but are not limited to:  

Elliptical Machine  

Incline Trainer  

Multi-Purpose Gym 

Rowing Machine  

Ski Machine  

Stair Climber/Stepper  

Stationary Bike 

Treadmill   

Weight Bench  

Outdoor Power Equipment
Q4 to Q1 Purchase Trends

Though Q1 isn’t the quarter consistently showing the highest demand for Outdoor Power Equipment (OPE) products, there is still a notable increase in demand at the start of the year.  

Surprisingly, this increase in demand is not led by cold weather-specific products. While typically still in high demand during the winter months, peak demand increase is not seen in Q1 for key winter OPE products, such as snow throwers – despite that Q1 is undeniably the coldest of the year. 

On the contrary, the Q1 demand increase trend can be seen in the sales of products like walk-behind mowers and line trimmers, as well as garden tools and plants. While unlikely to be closely connected to any standard New Year’s resolution, the increase in demand for warmer weather OPE is more likely to be related to consumers preparing for the summer and taking advantage of President's Day sales at the end of the first calendar quarter. 

Household Cleaning Supplies
Q4 to Q1 Purchase Trends

The demand for products in the Household Cleaning Supplies category stays fairly consistent throughout the year. However, data from the past several years does show that there is generally a noticeable spike in demand for Household Cleaning products in Q1.  

With the Healthy Home concept seeing a rise in prominence in 2021-2022, this increase in demand for household cleaning products could be linked to resolutions to start the new year off with a clean and organized home, maintain a clean and healthy environment throughout the year, or complete home renovation projects. 

Household Cleaning Supplies include products like all-purpose cleaners, disinfectants, and laundry detergent. 

Stay Informed of Consumer Purchase Trends in Durable Goods

As a brand, marketing, or insights manager in the consumer durables industry, it's important to keep an eye on purchase behavior trends to ensure products are properly merchandised to meet expected increases in demand. By staying informed of the most important consumer behavior trends, you'll be better equipped to make data-driven decisions, capitalize on trends, and boost sales throughout the year. 

Interested in seeing the quarterly trends for any consumer durables industry, brand, or retailer? Reach out to our team at TraQline today to request a demo of Durable IQ.  

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Online Shopping vs In-Store Sales copy

Ecommerce Trends: Online Shopping vs. In-Store Sales for Consumer Durables

Which Durable Goods Are Winning Ecommerce Sales?

Since before the beginning of the quarantine, consumer behavior and preferences have changed. It’s been a challenge for online retailers to adapt, especially amid continuing supply chain concerns.

Fast forward to today’s environment and the impact has become a little clearer. For retailers, watching ecommerce trends and keeping track of evolving dynamics between online shopping vs in-store shopping has become crucial.

In this article, we’ll look at the current state of the consumer durables industry and identify the top categories for who's winning when it comes to online market share vs. in-store market share, and share statistics on online shopping vs in-store shopping.

Online Shopping Statistics

As you’d expect, online purchases have risen steadily over the past decade. While there started to be some stabilization in 2018 and 2019, the pandemic changed that, leading to a significant resurgence in online sales of all groups of durable products.

Around Q2 2022, most categories saw year-over-year declines that signaled consumers returning to doing at least some shopping in-store. Still, online sales by unit continue to rise, while in-store purchases decline overall.

Durable Goods Most Purchased Online

Online shopping consumer insights from TraQline Durable IQ™ show that the following categories are most sold units online and helped boost the ecommerce market in the US during Q3 2022.

Categories: Most Units Purchased Online

Products: Most Units Purchased Online

  • Rowing machines
  • Stationary bikes
  • Home security cameras
  • Voice assistant and smart speakers
  • Multi-purpose gyms
  • Electric air cleaners
  • Computer hard drives
  • Elliptical machines
  • Treadmills and incline trainers
  • Automatic and robotic vacuum cleaners

On the flip side, the top two in-store purchase categories for Q3 2022 were:

Category Breakdowns by Retailer

Here’s how market share breaks down across several key categories.

For more details on increases and decreases in market share, email us at info@traqline.com!

Sports Equipment

When shopping sports equipment, 85% of consumers shop online, and 68% go on to purchase online.

Online market share (dollars) by retailer:

  • Peloton — 35%
  • Amazon — 24%
  • Internet (Other) — 10%
  • Walmart — 3%
  • Dick's Sporting Goods — 1%

In-store market share (dollars) by retailer:

  • Peloton — 24%
  • Dick's Sporting Goods — 16%
  • Walmart — 10%

Computers

While more than three-quarters of consumers shop online for computers, laptops, printers, and other similar products, only 54% made their purchase online.

There are also significant trends emerging across different retailers. For example, Amazon grew its market share significantly for online computer sales while Costco significantly increased its in-store market share.

Online market share (dollars) by retailer:

  • Amazon — 27%
  • Apple — 20%
  • Best Buy — 15%
  • Walmart — 4%
  • Costco — 4%

In-store market share (dollars) by retailer:

  • Best Buy — 43%
  • Apple — 21%
  • Walmart — 11%
  • Costco — 8%
  • Walmart — 4%

Communication

Two-thirds of consumers shopped online before making cell phone, GPS, or cordless telephone purchases, but sales were split fairly even when it comes to whether these products were purchased online or in-store. While 49% of consumers bought online, online purchasing did see a 2 point drop YOY.

On the retailer side, Best Buy suffered a significant drop in market share for in-store sales in Q3 2022, falling behind Walmart.

Online market share (dollars) by retailer:

  • Amazon — 49%
  • Best Buy — 8%
  • Apple — 2%
  • Walmart — 4%

In-store market share (dollars) by retailer:

  • Walmart — 23%
  • Best Buy — 21%
  • Verizon — 8%
  • Apple — 3%

Furniture & Home Accessories

When looking for new furniture or home accessories, 59% of consumers browse online. While the majority of consumers buy in-store, 41% complete purchases online. This represents a significant 2% shift toward online sales from last year.

The biggest retailer gaining online market share for furniture and home accessories was Amazon, which significantly increased its market share YOY, and continues to dominate the online category.

In-store market share (dollars) by retailer:

  • Amazon — 25%
  • Ashley Furniture — 3%
  • Ikea — 3%
  • Other — 3%

In-store market share (dollars) by retailer:

  • Ashley Furniture — 11%
  • Other — 7%
  • The Mattress Firm — 5%
  • Ikea — 4%

Small Appliances

While small appliance purchases still predominantly happen in-store, the share of consumers buying online grew by 2 points over last year to reach 39%.

Amazon again grew its online market share while Costco had a significant increase in in-store market share.

In-store market share (dollars) by retailer:

  • Amazon — 55%
  • Walmart — 8%
  • Target — 4%
  • Best Buy — 3%
  • Costco — 2%

In-store market share (dollars) by retailer:

  • Walmart — 34%
  • Target — 14%
  • Costco — 8%
  • Best Buy — 6%

Consumer Electronics

When purchasing consumer electronics, 44% of goods were made online, exhibiting no change from prior years.

Amazon and Costco significantly increased market share online, while Apple showed marked decreases in offline sales.

In-store market share (dollars) by retailer:

  • Amazon — 33%
  • Best Buy — 17%
  • Apple — 10%
  • Walmart — 8%
  • Costco — 4%

In-store market share (dollars) by retailer:

  • Best Buy — 40%
  • Walmart — 22%
  • Apple — 8%
  • Costco — 7%

Notably, 12% of online buyers also took advantage of ship-to-store for consumer electronics, a larger share than all but one other category.

Automotive

Automotive is one category still dominated by in-store sales. Only 25% shopped online while just 8% purchased online. Of those that did buy online, 54% opted for ship to store.

Discount Tire and Auto Zone increased their online market share. Auto Zone also increased its in-store market share. Firestone significantly decreased its market share online.

In-store market share (dollars) by retailer:

  • Walmart — 16%
  • Discount Tire — 15%
  • Costco — 15%
  • Auto Zone — 1%

In-store market share (dollars) by retailer:

  • Discount Tire — 14%
  • Walmart — 11%
  • Costco — 6%
  • Firestone — 6%
  • Auto Zone — 4%

Hand Tools & Accessories

Hand tools and accessories is another product category where consumers still prefer in-store purchases. While 26% of consumers shopped online for hand tools, only 15% completed their purchases through ecommerce.

However, there were some big moves in Q3 2022 regarding where consumers purchased. Harbor Freight significantly increased its online market share for hand tools sales, while Home Depot significantly increased its in-store market share. Walmart saw a decrease in online hand tools sales, while Lowes, Walmart, and Amazon significantly decreased their market share in-store.

In-store market share (dollars) by retailer:

  • Amazon — 41%
  • Home Depot — 20%
  • Lowe’s — 5%
  • Walmart — 5%
  • Harbor Freight — 3%

In-store market share (dollars) by retailer:

  • Home Depot — 28%
  • Lowe’s — 21%
  • Walmart — 22%
  • Harbor Freight — 9%

Buyer Behavior Is Constantly Changing

TraQline® is the leader in market share data and competitive insight for the consumer durables industry, providing the data and resources clients need to better understand consumer buying behavior. This allows companies to stay on top of evolving trends and make more profitable business decisions.

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learn more about durables ecommerce trends.




TV Market Rankings OpenBrand blog post hero image

TV Market Rankings: Trends, Share & Top Brands [Infographic]

In August 2022, the US television market reported nearly $18 billion in revenue, with projected growth over the next five years. 

Want to know how, where, and why those consumer dollars are being spent?

Read on to find out what TVs consumers are buying most, where they’re buying them, and what drives their purchase decisions – and download our TV market rankings infographic for even more insights.

Data for this post and infographic was pulled from TraQline’s consumer insights tool, looking at a rolling four quarters ending September 2022. These insights only begin to break the surface of consumer information available.

US TV Market Share Leaders: Top Brands & Retailers

Which retailer leads in TV units sold?

By unit share, Walmart and Best Buy continue to be the leading retailers, encompassing two-thirds of all TV sales, with both retailers experiencing significant sales increase YOY. With the highest share of total TV sales by retailer, Walmart earned just over 37% market share.

Walmart also leads all other major outlets in draw and close rates, as they have since at least 2018. Additionally, draw rates for Walmart, Best Buy, Target, and Costco all increased YOY, while the Sam’s Club draw rate remains unchanged. Close rates across all major retailers remain mostly unchanged, apart from decreased rates for both Sam’s Club and Amazon.

What inspires consumers to buy at any given store?

Regardless of store, the top two reasons for deciding to make a TV purchase at a given location is “competitive price” and “good selection of products.”

What brand leads in top TV sales?

The best-selling TV brands by units sold are Samsung and LG, market share positions held by these TV manufacturers since at least 2017. Interestingly, looking at YOY growth, neither brand saw a significant increase nor decrease in sales. To see specific market share numbers for Samsung, LG, Sony, and more, download the infographic below!

TV Buying Trends: Online TV Sales

In-store purchases have historically outshone online TV sales, even while experiencing a few years of downward trend, especially during the height of the COVID-19 pandemic.

Now, in-store purchases are once again on the rise. Over the past four quarters, in-store TV sales have seen significant growth YOY. Subsequently, while not reaching pre-pandemic levels, online TV sales are also down significantly YOY. In fact, over the past year, online TV sales accounted for only 28% of all TV purchases.  

Fun Fact: 51% of all LCD and LED TV sales were made online!

TV Buying Trends: Average Price Paid

The average price paid for a TV across all retailers and brands was $531. However, the average amount paid can vary drastically at different retailers.

For example, Costco is shown to have a consistently higher average price paid than other stores. On the other end of the pricing spectrum, Walmart is shown to have consistently lower prices on TVs than other outlets. Additionally, while 41% of all purchases were priced at $479 or more, 75% of Walmart purchases were under the $479 mark.

Average price paid also varies based on the brand. In the past few years, Sony consistently has the highest average price paid for a TV, coming in at $762 this past year. Samsung and LG consistently show the next highest, averaging $684 and $661, respectively.

TV Buying Trends: Consumer Demographics

Take a quick glance at the consumers who made up the last year of TV purchasers. More demographic insights are available in the downloadable infographic.

Generation

Over half (52%) of purchasers were Gen X or Baby Boomers. Matures are the least likely to purchase a new TV – only 2%.

Gender

Most purchases (69%) were made with a male involved in the decision, with 46% of TV purchase decisions being made by male only buyers.

Household Status

About 61% of purchasers were homeowners, and 74% of purchases were for a household size of two or more.

Economic Status

Of all purchases, 31% were made by someone with a household income of less than $35,000.

TV Buying Trends: TV Specs

To stay relevant with consumers, the television market is constantly innovating, striving to deliver bigger, clearer, and more internet-connected units. Here are a few bonus insights highlighting TV buying trends based on specifications.

Larger TV Units

Development advances and widespread availability of larger screen sizes have increased in recent years. Prices for larger screen units are also becoming more economical. Hence, purchases of larger sizes have increased. Over half (51%) of purchases for 4Q ending Sept 2022 are sized 50 inches or more – continuing that upward trend seen in recent years.

Screen Display

While LED and LCD displays still account for over half of all TV sales, the market share for these displays is trending down – and OLED and QLED displays are trending up. Within the past year of sales, OLEDs accounted for over 10% of TV sales and QLEDs accounted for nearly 14%.

Ultra HD 4K & 8K

Speaking of display, the popularity of Ultra HD continues to rise, with 4K and 8K resolution capturing over half (52%) of the total market sales this past year.

Smart TV Internet Connectivity

With the rise of streaming networks, it's not surprising that over 85% of all TV purchases were capable of internet connection.

Looking for more TV market share and consumer behavior insights?

Get the TV Market Share
Rankings Infographic




Traditional POS Systems vs. TraQline HPOS™

For more than 25 years, TraQline has been fueling top brands and retailers in the major appliance industry with vital market share data. TraQline’s years of innovation paved a strong foundation for our latest tool—TraQline HPOS™. Our hybrid point-of-sale system is unlike any other tool on the market. Let’s take a closer look at how TraQline is unmatched by the traditional POS systems. 

1) Relying on Retailer Participation vs. Advanced Data Collection

Traditional POS systems rely on retailer participation—you need retailers to voluntarily give you their data. However, this process can be quite burdensome. Their participation requires an aggregator to navigate a complicated landscape of legal contracts and jump through compliance hoops. For those retailers who decide not to participate, the traditional POS system will not include the retailer’s data, giving you an incomplete look at the market.

TraQline HPOS™ uses purchase data independent of retailer participation. How? Major appliance sales data is available without retailer participation; however, this raw data requires an expert in consumer durables and appliances to turn this data into sales estimates. We approach major appliance data collection from every angle—allowing us to fill data gaps of other POS systems. 

2) Transcending Traditional Reporting Limitations

Traditional POS systems rely on proprietary data. When a retailer opts into the reporting process, they continue to own and control that data.  As such, traditional POS systems have strict rules and limitations constricting their reports—both at the store and brand level. Often these reports strip the data of retailer-specific information and key insights. 

TraQline HPOS™ transcends these limitations. Our major appliance HPOS system can tell you which SKUs are sold at which retailers. Our detailed SKU-level insights also apply to brands, including private label and derivative brands, allowing us to transcend traditional reporting limitations. 

3) Consistency of Data

When retailers consent to participate in data collection, they can choose to revoke this consent at any time. Each retailer shift—in leadership, marketing, branding, and inventory—causes retailers to monitor their data under a microscope. If they find any insight or advantage they want to hide from other retailers, they will immediately revoke their contracts with traditional POS systems. In this case, the entire system has to be recalibrated and recalculated—while also leaving holes in the insights. 

Because TraQline is independent of retailer participation, the data is more consistent. 

4) Industry Authority

TraQline is an industry authority—we have spent decades building our tools in the major appliance research market. Our history, experience, and authority have helped us transcend the limitations of traditional POS systems to build an unbelievably sophisticated and accurate tool. In addition to the purchase data, our information is validated and informed by other TraQline products and tools—such as our comprehensive SKU Metrix product, Planogram, and proprietary data modeling methods. 

Our team at TraQline has over 40 years of appliance industry expertise. We can confidently say this is the next generation in tracking shares. Hybrid POS provides insights years ahead of traditional POS systems. 

TraQline HPOS™: SKU Data for the Major Appliance Market

TraQline is here to provide unmatched insight to major appliance businesses. In addition to TraQline HPOS™, you can round out your data with SKU Metrix™ and our quarterly survey insights. Contact our major appliance market research experts for more information or to get started today!


Kitchen with various major appliances like an oven

Tracking Major Appliance Trends with Hybrid POS Data

The market forecast is turbulent and unpredictable, especially for the major appliance industry. However, when you have the right data tools, you can identify market shifts and stay ahead of industry trends. The market research experts at TraQline Hybrid POS™ are here with insight.

How to Measure SKU-Level Market Share

Only Hybrid POS ranks the top-selling SKUs from every brand at the top three major appliance retailers. But the benefit doesn’t stop there – along with rank, Hybrid POS identifies each SKU’s market share and uncovers how price, product, promotion, and placement affect that SKU’s performance for the period. Combined with the TraQline quarterly survey’s history dating back to 2000, Hybrid POS analysis can help you uncover:

  • Market share for each brand and model sold
  • Floor position for each model
  • Website ranking and change over time
  • Model pricing at each of the top retailers – what was the average price for the month? What were the high and low prices?
  • How has appliance market share changed over time, by brand, SKU, and retailer?

By examining these sales trends and insights, you can see how your products stack up versus the competition.

How HPOS Data Estimates Model Performance

TraQline Hybrid POS includes a comprehensive set of synthesized data that can be manipulated, visualized, and filtered for actionable insights. For example, you can use this tool to calculate how price changes or retailer positioning affects a product’s share. Within the tool, you can quantify the results of things like

  • How sale prices have affected shares at a retailer
  • Which floor placements are most ideal for your product
  • Whether having a featured spot on retailer websites affects share

Floor location, website layout, pricing, features, and discounts are all factors that influence consumers making a major appliance purchase. However, many manufacturers and retailers enter the market blindly, making decisions based on rough estimates and “gut feelings.” HPOS data provides detailed insights on how merchandising decisions affect sales—allowing you to stay ahead of changing trends in the major appliance industry.

TraQline Hybrid POS

The market research experts at TraQline have all the tools you need to stay ahead of major appliance trends—including our new Hybrid POS system. We invite you to contact our market research professionals today to learn more or to get started today. 


Tracks the Trends in Average Price Paid During the Pandemic

TraQline Tracks the Trends in Average Price Paid During the Pandemic

Between the pandemic, supply chain challenges, and changes in consumer demand, it feels like prices everywhere have been increasing. Even with manufacturers and retailers trying to absorb some of the rising costs, costs incurred by buyers have been going up. In fact, TraQline has seen a 13% increase in average price paid between Spring 2019 and Spring 2022 across all categories. What does that mean for the brands and retailers selling in the Home Improvement Industry? Here’s a look at how the market has been affected.

Which categories of products saw the highest rate of change for Average Price Paid?

Certain categories have faced much higher pressure over the past few years. Perhaps unsurprisingly, many of these products rely on lumber costs to determine the price consumers will ultimately pay. The categories in TraQline that saw the highest rate of change include:

  • Windows & Doors (36% increase between the average price pre and post pandemic)
  • Kitchen Cabinets & Countertops (34%)
  • Building Materials (32%)
  • Flooring (25%)

What factors contributed to these stark increases in average price paid?

Building materials were significantly affected by the challenges created by the global Covid-19 pandemic. This category includes products such as drywall and gypsum, lumber and plywood, insulation, roofing, and gutters. Among these products, roofing and composite decking materials represented the two categories with the highest average price paid. However, the products that saw the largest rate of change in this category are lumber and plywood. Costs had been holding steady in 2018-2019, but Q1 2020 signaled the beginning of an increase in average prices. This increase in lumber costs reverberated throughout the home improvement industry. According to the IMF: “Truck drivers and ship crews couldn’t cross borders because of public health restrictions. Pent-up demand from huge stimulus programs during extended lockdowns overwhelmed the capacity of supply chains. Besides causing delays in getting goods to customers, the cost of getting them there surged.”  In addition, tariffs on lumber from Canada complicated an already challenging manufacturing environment for companies manufacturing wood-based products.

For kitchen cabinets and countertops, the price consumers paid initially fell during the height of the pandemic in 2020. However, by Q1 2021, product prices were back on the rise. The kitchen cabinet and countertop industry faced the same challenges as other home improvement industries, including labor shortages, increased transportation costs, and lumber tariffs. The increased demand left mills unable to cope, driving the cost to consumers higher than ever.

Even though the flooring industry has seen a 25% increase in average price paid, demand for new flooring has been on an uptick among consumers who are eager to remodel their homes after having been stuck in them for the better part of two years. As with other categories dependent on lumber, hardwood flooring has seen the most volatile price changes over the course of the pandemic. There are also increases, although less remarkable, in prices paid for laminate, vinyl, and ceramic flooring. However, laminate and vinyl may see future costs start to fall as manufacturers have been investing in US factories for these products.

How have these prices affected consumer shopping behavior?

For the windows and doors market, the most notable – but expected – change has been in the number of buyers looking at other, smaller outlets rather than big box retailers such as Home Depot or making purchases through contractors. This change extends not only to purchases, but also to how consumers shop. While it may seem counterintuitive, consumers were more willing to shop around (online or in store) at two or more stores during the pandemic in order to find product in stock. As restrictions have eased and supply has started to return to pre-pandemic levels, consumers are shopping around less.

In the kitchen cabinets and countertop category, despite the average price paid in 2022 being 34% higher than it was in 2019, TraQline data does not show any real upheaval in how consumers shop. They’re going to the same places at the same rates and aren’t shopping any more stores than they did pre-pandemic.

Flooring retailers with a smaller percentage of the overall market (such as Menards, Walmart, Amazon, and Costco) saw a boost in their flooring sales during the pandemic.  However, TraQline data shows that consumers went to the same number of stores as they did pre-pandemic.

Top building materials retailers, such as Home Depot and Lowe’s, have retained their positions despite the challenges that the pandemic has presented. However, purchases made through a contractor have had a lift since 2020. It’s likely that this is due to two reasons:

  1. Homeowners have been bullish on remodeling. In that case, it would be prudent to make orders through contractors since they’re doing the work already.
  2. There have been long lead times and limited availability of products such as 2x4s and plywood. Some pros indicate that their timelines are long, and will continue to be so since lockdown restrictions have lifted and as homeowners feel more at ease letting strangers come in to work in their homes.

These products have seen some of the most extreme increases in average price paid among our available data. However, other categories are not seeing such dramatic increases.

Not all increases are equal: Categories that saw smaller price increases when comparing post-pandemic prices to pre-pandemic prices

There are TraQline categories that saw moderate average price paid changes when comparing pre- and post-pandemic prices. Some of those categories include:

  • Major Appliances (7% price increase between the average price paid pre- and post-pandemic)
  • Nursery (7%)
  • Lawn Power Equipment (5%)
  • Heating/AC (4%)

What factors contributed to these price increases?

For consumers purchasing a major appliance, there were a variety of changes to their shopping experience. While most products saw a steady increase in average price paid, many consumers noticed supply side issues leading to low stock, long lead times, and the virtual elimination of the on-sale appliance. Some of the products with the most noteworthy increases include wall ovens, refrigerators, and built-in ranges. Major appliances have been hit particularly hard by the semiconductor shortage. These products rely on chips for vital functions, whether or not they are “smart” products. The ongoing chip shortage has affected production times, which is exacerbating the long wait times consumers now face to receive their products.

Nursery and lawn power equipment have likely seen increases in demand as homeowners have invested in outdoor living due to the pandemic. With outdoor gatherings being deemed safest, many consumers have prioritized spending more money and time on their outdoor spaces, whether that’s adding new plants to a yard or buying equipment needed to care for their space.

Have these price changes affected consumer shopping behavior?

For major appliances, more than half of all buyers shop only one store. Like all products that were hard to find in stores during the height of the pandemic, major appliances were also in short supply. As a result, there was an increase in shoppers visiting three or more stores, but that has tapered off in the past year. Lowe’s and Home Depot remain in the top positions, but outlets such as Costco and Amazon have seen increases in their appliance sales over the course of the pandemic. However, as restrictions have eased and more consumers are feeling comfortable going to brick-and-mortar stores, Amazon has lost some of the share it gained in 2020 and 2021.

Major retailers such as Home Depot and Lowe’s have been able to keep their place at the top for lawn power equipment, but since the start of the pandemic, Ace Hardware has experienced significant growth. Amazon also saw a lift in 2021, but its growth rate has slowed as pandemic restrictions have eased across the country. While the majority of lawn power equipment products are purchased in retail stores, online sales saw a significant lift during the pandemic that has remained high even as more consumers are willing to go out to shop again. Despite a rise in costs, consumers don’t appear to be eager to shop around, either. Nearly 62% of consumers shopped only one store.

Which categories have seen prices increase more slowly in the post-pandemic period?

Despite most categories seeing price increases, some products have had price declines over the past two years. It is important to note that these price changes have not been equal. Categories that saw decreased average price paid include:

  • Tool Accessories (10% decrease between the average price paid pre- and post-pandemic)
  • Cleaning Chemicals (4%)
  • Personal Comfort – a category that includes humidifiers and air purifiers (2%)

What could be contributing to this decline in costs?

Cleaning chemicals and personal comfort products saw a surge in demand during the pandemic, and companies were able to rise to the challenge. Many companies were able to shift focus to new product categories, increasing competition and filling store shelves with new products. Some highlights include distilleries that were able to convert some of their product to hand sanitizer and other disinfectants.

Have these price changes affected consumer shopping behavior?

While Walmart remained the top retailer for personal comfort products, Amazon continued to gain steady ground during the pandemic, as did retailers with smaller shares of the market, including both Costco and Best Buy. Some of Amazon’s increase may be due to the rate at which consumers switched to purchasing online. While rates have fallen some, online shopping rates are still 10 points higher than they were pre-pandemic.

Conclusion

The past few years have caused both businesses and consumers to recalibrate to a new normal. For consumers, at least, part of that new normal is higher prices. While there are a variety of causes—from supply chain issues to staffing shortages to overall inflation—consumers have largely not changed their shopping behavior, except in being more willing to purchase online. However, savvy retailers and manufacturers can keep an eye on trends that matter to consumers. For more information on the “whys behind the buys” of home improvement shoppers, contact TraQline today!


Online Shopping vs In-Store Sales

Traditional POS Systems vs. TraQline HPOS™

For more than 25 years, TraQline has been fueling top brands and retailers in the major appliance industry with vital market share data. TraQline’s years of innovation paved a strong foundation for our latest tool—TraQline HPOS™. Our hybrid point-of-sale system is unlike any other tool on the market. Let’s take a closer look at how TraQline is unmatched by traditional POS systems. 

1) Relying on Retailer Participation vs. Advanced Data Collection

Traditional POS systems rely on retailer participation—you need retailers to voluntarily give you their data. However, this process can be quite burdensome. Their participation requires an aggregator to navigate a complicated landscape of legal contracts and jump through compliance hoops. For those retailers who decide not to participate, the traditional POS system will not include the retailer’s data, giving you an incomplete look at the market.

TraQline HPOS uses purchase data independent of retailer participation. How? Major appliance sales data is available without retailer participation; however, this raw data requires an expert in consumer durables and appliances to turn this data into sales estimates. We approach major appliance data collection from every angle—allowing us to fill data gaps of other POS systems. 

2) Transcending Traditional Reporting Limitations

Traditional POS systems rely on proprietary data. When a retailer opts into the reporting process, they continue to own and control that data.  As such, traditional POS systems have strict rules and limitations constricting their reports—both at the store and brand levels. Often these reports strip the data of retailer-specific information and key insights. 

TraQline HPOS transcends these limitations. Our major appliance HPOS system can tell you which SKUs are sold at which retailers. Our detailed SKU-level insights also apply to brands, including private label and derivative brands, allowing us to transcend traditional reporting limitations. 

3) Consistency of Data

When retailers consent to participate in data collection, they can choose to revoke this consent at any time. Each retailer shift—in leadership, marketing, branding, and inventory—causes retailers to monitor their data under a microscope. If they find any insight or advantage they want to hide from other retailers, they will immediately revoke their contracts with traditional POS systems. In this case, the entire system has to be recalibrated and recalculated—while also leaving holes in the insights. 

Because TraQline is independent of retailer participation, the data is more consistent. 

4) Industry Authority

TraQline is an industry authority—we have spent decades building our tools in the major appliance research market. Our history, experience, and authority have helped us transcend the limitations of traditional POS systems to build an unbelievably sophisticated and accurate tool. In addition to the purchase data, our information is validated and informed by other TraQline products and tools—such as our comprehensive SKU Metrix product, Planogram, and proprietary data modeling methods. 

Our team at TraQline has over 40 years of appliance industry expertise. We can confidently say this is the next generation in tracking shares. Hybrid POS provides insights years ahead of traditional POS systems. 

TraQline HPOS: SKU Data for the Major Appliance Market

TraQline is here to provide unmatched insight to major appliance businesses. In addition to TraQline HPOS, you can round out your data with SKU Metrix™ and our quarterly survey insights. Contact our major appliance market research experts for more information or to get started today!


Outdoor Non-Powered Products Market Infographic

What are the best brands and outlets in the US Outdoor Non-Powered Product market share? – An infographic

TraQline answers the “who”, “what”, “where”, “when”, “why”, and “how” for Outdoor Non-Powered Product market shares. Our quarterly survey will help you understand who’s buying Outdoor Non-Powered Products, where they’re buying them, and what drives their decisions. Our Outdoor Non-Powered Products Market infographic will help you answer the following questions about the US market and how it is changing…

Which Retailers are leading sales in the market?

Our infographic will give you greater details, but for now, here’s what you need to know about the market leaders for Outdoor Non-Powered Products:

  • With a small but significant increase from last year, Home Depot remains the unit share leader for Outdoor Non-Powered Products
  • Although Home Depot has seen a small decline year over year, it remains the dollar share leader for Outdoor Non-Powered Products

How much do consumers spend?

When buying Outdoor Non-Powered Products, the industry average price paid for these products is $45. However, the average amount spent at different retailers can vary. For example:

  • Shoppers purchasing Outdoor Non-Powered Products from Amazon spend $49 on average.
  • Shoppers at Lowe’s, on the other hand, spend about $41 on average.

What demographic is buying Outdoor Non-Powered Products?

Just who buys Outdoor Non-Powered Products? TraQline’s census-balanced respondent pool has given us insights like:

  • In 46 percent of all Outdoor Non-Powered Product purchases women take the lead
  • The South region over-indexes on Outdoor Non-Powered Product buyers

Outdoor Non-Powered Products Market – Online Sales Trends:

Online purchases have declined compared to a year ago - 15 percent of Outdoor Non-Powered products are bought online.

  • A little under a quarter (24 percent) of buyers shop online for Outdoor Non-Powered Products
  • Amazon is gaining ground as a retailer, winning 32 percent of the online market

Outdoor Non-Powered Products Market Share Facts:

Curious about other information TraQline’s survey has uncovered? Here’s another preview for you:

  • 68.6 percent of Outdoor Non-Powered Products buyers only shop at one store
  • 9% of all online purchases are shipped to the store.
  • Home Depot and Amazon have increased significantly during that same time period

To see everything we’ve included on our infographic, fill out the form below and download your own copy:



5 Key Shopping Behavior Metrics You Need to be Tracking

5 Key Shopping Behavior Metrics You Need to be Tracking

Understanding how consumers shop can give retailers and manufacturers valuable insight into who their customers are and what they’re looking for in a shopping experience. These shopping behavior metrics provide an edge when it comes to winning shoppers in the market. And as we've seen throughout the pandemic, tumultuous times can alter the retail landscape and be an agent of change for buyer behavior. Because the TraQline survey is specifically designed to measure the key elements of consumer behavior that are not available anywhere else, users can go beyond market share and develop a clearer image of how consumers are shopping.

1. Number of Shoppers

What It Is:

This information lets you know whether a buyer was shopping on their own or if others were part of the decision-making process.

Why It Is Important:

Why is it important to consider how many people are shopping together? How consumers band together (or not) to shop for items will influence how these products are marketed. If a product is frequently purchased with the entire family unit’s input, for example, retailers will create marketing copy to appeal to all ages. TraQline’s data reveals that, on average, two-thirds of consumer electronics (CE) purchases are made by single shoppers. This has been true historically, and we have seen consistent year-over-year significant increases. Armed with this knowledge, manufacturers and retailers both can drill into the specific demographics to further refine their messaging to their target audience.

How It's Collected:

This TraQline variable allows you to quantify not only how many people are involved in the purchase process as well as collecting demographic information about these purchasers.

What You Measure:

This TraQline variable allows you to quantify not only how many people are involved in the purchase process but also their age, PEW generation, and gender.

2. Why Behind the Buy

What It Is

“Why buy” can include many triggers for purchase. It is important to understand three critical decisions regarding a customer’s purchase journey:

  • Why does a consumer buy at a specific store
  • Why do consumers buy a specific brand
  • Why does the consumer buy a specific product

These three questions work together to illuminate the psychology involved in the buyer journey. All three variables can influence the messaging used to target potential buyers

Why It Is Important:

These shopping behavior metrics are valuable to track. Armed with this information, retailers and manufacturers alike can pinpoint how they can best serve their ideal customers, as well as identify areas where their rivals are succeeding. For a more concrete example from “Why Buy Brand” specifically, during the height of the pandemic, there were three consecutive quarters with significant year over year decreases for competitive pricing being a main purchase driver for CE products. At the same time, there were also quarters that saw significant increases in consumers looking for specific features. There was also a minor, directional uptick in consumers who placed increased value on the product’s quality. To use TVs as an example, knowing that features and quality were highly valued during the pandemic gave manufacturers and retailers insight into how to pitch their products to consumers. Understanding their buyer’s behavior primes them for success. The data that’s highlighted in “Why Buy Store” can shed some light on other considerations. For example, another, though smaller, purchase driver for consumers has been the availability of financing. While many restrictions have lifted over the past year, the supply chain is still in a snarl, resulting in higher prices for consumers. Knowing that affordability is important can help retailers who offer financing options know how to pitch that particular offering.

How It's Collected:

Since this metric is motivation-based, the only way to collect this information is to ask buyers. They are asked each of these three questions, with some options changed to reflect the typical needs for certain purchases.

What You Measure

For each of the three purchase motivators, the percentage of each response is calculated. These questions allow you to give weight to the different reasons behind a buyer’s choice and how that is changing over time. In conjunction with other variables, these will unlock greater insight into your available shopping behavior metrics.

3. Number of Brands/Stores Shopped

What It Is:

Not everyone goes into a consumer durables purchase with a plan. TraQline’s syndicated survey reveals how many stores and brands a consumer shops. This is measured for both online and offline purchases

Why It Is Important:

Most brands would prefer to be the only brand a buyer considers during their purchase. Similarly, a retailer would prefer to be the only location buyers shop. The most loyal buyers only consider a single brand or retailer, but there are often multiple stores or brands shopped. This data can be used together with the “Why Buy Brand” and “Why Buy Outlet” data discussed previously. For example, you may also look into “First Store Shopped” to determine if it’s important to be the first store or brand the consumer considers, and what other factors will come into play to help you win the sale. As seen in available data, since it was difficult to shop around due to pandemic restrictions, consumers were more likely to get the item they needed as soon as they could find it in stock (fewer stores shopped). Alternatively, they researched beforehand so that when they went to make their purchase, they knew exactly what they needed and where it was in stock. Understanding these nuances can help either way, tracking these shopping behavior metrics shows how consumer processes were streamlined.

How It's Collected:

This question is asked of every consumer taking the TraQline survey for every product they indicate they’ve purchased.

What You Measure:

The information allows you to determine, on average, how many brands or stores consumers will shop before they make a decision and how that may be changing over time and for different categories.

4. Shop Online

What It Is:

Online shopping has taken root in nearly every consumer goods category – from groceries to consumer durables. To better understand how consumers are shopping for products, TraQline asks respondents if they shopped online for their consumer durables, regardless of whether they ultimately purchased online.

Why It Is Important:

TheShop Online” variable is valuable both on its own and when used in conjunction with other shopping behavior metrics. The pandemic accelerated already increasing online shopping and buying behaviors. In fact, TraQline’s data can map a very clean year-over-year increase in online shopping for five quarters during the height of the pandemic. And while those numbers fell once the vaccine became widely available and restrictions were eased, the rate for online shopping is still higher than pre-pandemic.

How It's Collected:

TraQline asks all respondents if they shopped online for each product they indicate they’ve purchased.

What You Measure:

With this variable, you’re identifying how often consumers turn to the internet before buying a product (whether they ultimately make that purchase in a brick-and-mortar store or online).

5. Online Activity

What It Is:

This information is used in conjunction with “Shop Online”. It breaks down how consumers are using the internet in their search for a specific product, from doing general research to looking for sales and reviews.

Why It Is Important:

The more that consumers turn to the internet as a key component of their shopping strategy, the more important it becomes to understand how they’re using the internet. Again, combined with other shopping behavior metrics, you can get a clearer understanding of your buyers. In our CE example, we see a significant increase in searches for a website to shop at during the pandemic. Due to store closures and supply chain disruptions, consumers needed to be able to find places that were open to make a purchase in the first place.

How It's Collected:

TraQline asks this question of all respondents for each product they indicate they’ve purchased. The question allows for multiple responses so you can get a full view of how consumers are shopping online.

What You Measure:

This allows you to give specific weight to the different activities shoppers engage in when searching online for product and retailer information.

Conclusion

Understanding how to use shopping behavior metrics can open up a deeper level of insight into both your market and your buyers. Using the data found in the metrics above alone or together as part of a more refined data set will allow you to craft a better experience that’s more closely aligned to how your consumers are making decisions. If you’re ready to start looking into TraQline for more than market share, contact us today to learn how to navigate the data available at your fingertips.