Retail Analytics: Analyze Your Data to Improve Business

Jordan McGee

June 24, 2021

With the rise of online shopping, many retailers face fierce competition and changing consumer tastes. People can now buy a vast amount of products from different stores with the simple click of a button. So it’s more important than ever to leverage retail analytics to keep a competitive edge.

What is retail analytics?

Retail analytics is collecting and analyzing data from sales, inventory, and customers to improve business processes and marketing. By identifying trends and patterns, retail analytics helps businesses leverage data to make better decisions.

Benefits of retail analytics

Retail analytics takes the guesswork out of many business operations and puts them on autopilot. It helps predict product demand and trends, what customers want, and when they want it. All this allows stores to optimize their inventory levels and product prices.

Retail analytics also helps you manage in-store operations like staffing levels. Using live and historic retail data lets you know how many employees to put out on the floor.

Most importantly, retail analytics helps you understand your customers. After all, customer experience matters, and you can know their wants and needs by following the data. Then make the buyer’s journey as seamless as possible and raise customer lifetime value (LTV).

Types of retail analytics

Different retail operations call for different types of analytics. Here are the different kinds to know and what metrics they track:

  • In-store analytics measures things that happen within the store, like foot traffic, dwell time, and sales per square foot.
  • Inventory analytics measures operations behind the scenes, like stock return and sell-through rates.
  • Customer analytics measures customer satisfaction and loyalty through net promoter scores (NPS) and customer retention rates.
  • Web analytics measures online engagement through traffic, conversions, and sales.

Retail analytics in ecommerce

Web analytics is driven by ecommerce, which exploded during COVID-19. As businesses were forced to close, they put more products online. As shoppers were confined to their homes, they shopped more online. But even before the pandemic, ecommerce was taking over the retail industry, and it's predicted to just keep growing.

Ecommerce share of total global retail sales from 2015 to 2024:

Ecommerce Share of Total Global Retail Sales From 2015 to 2024,Ecommerce Share of Total Global Retail Sales from 2015 to 2024 from Statista

When it comes to analytics, ecommerce opens up a world of opportunity over brick-and-mortar retail. To begin, the amount of data and types of data available is much larger. Imagine knowing the exact time every customer walked in, which aisles they walked down, which products they touched, what items they put back, what they bought for what price, how long they stayed in your store, and even where they lived. That’s what is possible with ecommerce analytics. You just can't get the same amount of data from a physical store environment.

Of course, some brick-and-mortar strategies can be adapted for ecommerce. For example, you can implement a recommendation engine to imitate a friendly storekeeper. It can recommend impersonalized items like new, trending, or discounted products. Or it can make personalized recommendations based on consumer purchasing and browsing history.

Sometimes ecommerce analytics will change retail strategy. For example, product titles may need to be adjusted. Why? Ecommerce product titles need to match what online shoppers are searching for. Otherwise, they may never find your product, and you’ll lose valuable web traffic, which boosts ecommerce revenue in the long run.

Overall, retail analytics is essential for any ecommerce or hybrid business to thrive.

Challenges of retail analytics

Implementing retail analytics can also be challenging. For instance, you need to make sure to respect customer privacy concerns and comply with government regulations like the General Data Protection Regulation (GPDR) and the California Consumer Privacy Act (CCPA). These can make consumer data collection tricky.

As a rule, collect data securely and transparently. Most online shoppers don’t mind giving away their data. They just expect you to be upfront and responsible with it.

One way to collect consumer data is to collaborate with customers through games, quizzes, and surveys. Incentivize them to volunteer data by offering a reward in exchange. This way, you stay transparent and get their consent.

How to use retail analytics to improve your business

Once you are data security compliant, collect as much data as possible. Measure and track it consistently over the long term. Any retail analytics software should store historical data to help you do this.

Then, focus on data and metrics that matter most to your business. Massive amounts of information can be overwhelming, so narrow it down to what’s relevant to your objectives, business type, and current campaigns.

Next, leverage the data by identifying product gaps, segmenting customers for email marketing, or relating different metrics to each other for greater insights. Combine online and offline data. Any retail analytics software should integrate with other tools, so you can get the most out of all your data.

Finally, don’t rely exclusively on retail analytics. Use your human intuition to fill in the gaps that technology can’t. In the end, retail analytics is just a tool to help you run your business optimally.

Market for Retail Analytics

The retail analytics market is expected to expand at a rate of 18% and reach a value of $9.5 billion by 2025. Much of this growth can be attributed to retailers adopting cloud-based software, RFID tags, in-store WiFi, and Internet of Things (IoT) technology. Each offers new ways to track data, making retail analytics more valuable in the process.

One retail analytics trend not to miss is omnichannel analytics. Omnichannel analytics shares data across several stores, allowing you to know how analytics in one store or channel affects another. For example, your conversion rates at Walmart could impact how you approach SEO on Amazon. With omnichannel analytics, retail analysis takes a holistic view.

Working with Pattern

Here at Pattern, we have a suite of data to give you clear insights into what areas of retail analytics you are missing out on. Our data-driven ecommerce solution tracks what you need to grow. Request your demo today to learn about our platform, analytics access, and how to set yourself up for future success.

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Amazon's Sponsored Product ads

What Are Amazon’s Advertising Products? Sponsored Product, Brand, & Display Ads

What Are Amazon’s Advertising Products? Sponsored Product, Brand, & Display Ads

Utilizing Amazon sponsored ads can be a smart way for a brand to drive greater traffic to a product listing and start increasing sales. While many brands still struggle to manage their advertising strategies, 30% of Amazon brand sellers increased their advertising budgets in 2022. As ecommerce executives (or even on the nose with VPs of ecommerce?)  approve their 2023 advertising budgets, it may be worth it to take a look at Amazon’s advertising products and the benefit they may have on increasing conversions. 

​​Pattern is the premier ecommerce accelerator with all of the expertise, data-driven insights, and technology brands need to gain control on Amazon and maintain their competitive niche. We know the high value of and how to utilize Amazon’s advertising products to drive the most traffic and conversions to benefit and accelerate your brand.

Here are Amazon’s three main advertising products you should know about in order to drive listing traffic to your products and increase conversions: 

For a brand executive who is selling their product on Amazon, you may not already know the differences between campaign type, so we will walk you through the differences and uses for each of these three ad campaigns.

Sponsored Product Ads

Sponsored Products are a mid-funnel advertising strategy that gives visibility to products above the top organic listings (see example below). This strategy uses custom keywords to get products in front of the consumers who are searching for them, however it can be used to capture new audiences as well.These cost-per-click (CPC) ads require no additional copy or images, but usually receive the most interaction of the campaigns and need to be monitored closely.

As you can see, these ads look just like an organic listing, however they say, “Sponsored,” on them. These types of ads can be especially effective forms of advertising because they tend to blend in with the organic results around them. With Sponsored Products, you can get your products in front of qualified customers who are searching for your product in such a way that doesn’t make them feel like they are being served an advertisement.

Sponsored Brand Ads

Sponsored Brand Ads are a top-of-funnel brand awareness tool and function on keywords. This ad format helps show a customer what they may be in need of and where to get it.  Commonly used to promote product lines or best sellers, a Sponsored Brand ad shows up as a banner above the search results (see example below). This type of ad requires that the brand showcase at least three separate products.

Unlike other campaigns used on the Amazon platform, Sponsored Brand ads require ad copy and a unique logo. These ads also can take customers to a custom landing page, or a page on the brand store, that way they get a clear and overall picture about who your brand is, what other products you sell, and why they can trust your brand

Sponsored Display Ads

Sponsored Display ads can be a tactic for top, middle, or bottom of the advertising funnel due to its varying targeting abilities. Although most commonly found under the bullet points of a detail page, these ads can also show in emails, newsletters, and even more locations off platform.

Unlike the previous ad campaigns discussed, sponsored display ads can target shopping behaviors, like repeat purchasers, similar product purchasers, and even people who viewed the detail page but did not buy. Sponsored Display ads help customers discover your brand, drive awareness, and create loyalty. 

The example above shows just one of the many placements Sponsored Display has.

Accelerate Your Sponsored Products With Pattern 

Rather than competing with each other, each of the three sponsored ad products focus on a different section of the sales funnel, allowing you to target your customers and hit your sales numbers, all while edging out possible competitors. When brands use these advertising campaigns, they can better optimize their ad budget to improve ROAS and build revenue. 

At Pattern, we have all the resources to help your brand build successful advertising and digital marketing campaigns on Amazon so you can increase traffic and conversions, which will in turn increase your revenue

Global Ecommerce Weekly News: 27th September 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]( 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]( --- 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]( 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]( --- 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]( 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]( 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](

Top 5 Ways to Prepare for Peak with Google Ads

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.