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.

Explore Our Ecommerce Resource Library

Find relevant content to accelerate your ecommerce business. Stay on top of industry trends and best practices.

Sept 6, 2022

Global Ecommerce Weekly News: 6th September 2022

Get up to date with this week's ecommerce headlines from around the globe. --- Amazon News --- Amazon announces new inventory and distribution service, AWD Amazon has launched Amazon Warehousing and Distribution (AWD), providing inventory and distribution services to its sellers as a means of addressing current supply chain issues. AWD is now available for sellers using Fulfilment by Amazon (FBA), i.e. outsourcing their fulfilment to the platform. Amazon has plans to expand the service outside the platform in 2023. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/02/amazon-introduces-new-service-to-help-solve-supply-chain-challenges/) Amazon Web Services (AWS) launches in the UAE AWS, Amazon’s cloud-computing platform offering, has launched its second region in the Middle East and now provides its services in the UAE. The move will now allow anyone in the UAE who utilises cloud technologies to harness AWS’s advanced platforms and APIs. An estimated $11 billion USD is expected to be added to the UAE’s GDP thanks to the implementation, with an average of 6,000 external vendor jobs to be created annually. AWS is now available in 87 zones across 27 regions, with sights set on expanding further across Australia, Canada, India, Israel, New Zealand, Spain, and Switzerland. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/08/30/amazon-web-services-launches-region-in-uae/) --- Other Marketplace News --- Lazada to launch in Europe Alibaba-owned ecommerce platform Lazada is set to launch in Europe, marking a refreshed internationalisation push from the company. The move follows toughening economic conditions and performance in Southeast Asia, advancing the need to tap overseas markets. In Europe, Lazada will face tough competition from giants like Amazon and Zalando. Lazada’s exact entry strategy is to be confirmed and will be reliant on macroeconomic and market conditions, according to Lazada CEO James Dong. [Read more on DigitalCommerce360](https://www.digitalcommerce360.com/2022/09/01/alibabas-lazada-to-take-on-amazon-zalando-in-europe-push/) Chinese ecommerce giant Pinduoduo to launch cross-border platform in the United States Pinduoduo, a Chinese ecommerce giant rivalling Alibaba and JD, has announced it will be launching a new cross-border ecommerce platform. The marketplace is set to launch in the United States next month, as part of the company’s larger push into new markets. Pinduoduo found success in China thanks to its rock-bottom price offerings and harnessing of social commerce marketing, emulating strategies similar to fast-fashion giant Shein. [Read more on Yahoo Finance](https://uk.finance.yahoo.com/news/pinduoduo-launch-international-e-commerce-034129263.html) Alibaba launches its biggest B2B sales event, ‘Super September’ China ecommerce giant, Alibaba, has now launched its month-long B2B sales event ‘Super September’. The event provides 40 million buyers and 200,000 suppliers with the ability to connect on the platform, showcasing a ‘virtually unlimited’ number of products. The event hopes to foster new cross-border business relationships to tackle supply chain challenges currently faced by businesses. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/01/alibaba-launches-super-september-b2b-sales-event/) --- Other Ecommerce News --- Klarna’s losses quadruple in first half of 2022 BNPL provider, Klarna, has reported losses of $581 million USD for the first half of 2022. This figure is almost four times larger than a year earlier, where $129 million USD in losses were reported. The company attributes the losses to employee costs, technology investments, and rising credit losses. Klarna’s figure reporting comes amidst worsening economic conditions, fresh legal and regulatory scrutiny, and pressure from Big Tech competitors. [Read more on The Financial Times](https://www.ft.com/content/483451db-9221-4ca4-83a6-b4ddc6bfcfbb) [Read more on the Guardian](https://www.theguardian.com/business/2022/aug/31/klarna-losses-more-than-triple-as-consumer-spending-slows) One fifth of Snap employees to be laid off amidst poor financial performance Social media platform Snap (‘Snapchat’) has announced it will be laying off 20% of its employees and closing out a number of projects following a year of poor financial results.The move will see 1,200 employees globally lose their jobs, saving the company an estimated $500 million USD in costs. Snap is currently valued at $20 billion, an 84% decrease from its valuation of $130 billion last year. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/09/01/snap-to-lay-off-20-of-its-workforce-and-wind-down-a-number-of-projects/)
Aug 30, 2022

Global Ecommerce Weekly News: 30th August 2022

Get up to date with this week's ecommerce headlines from around the globe. --- Amazon News --- Amazon set to shut down Amazon Care Amazon is closing its telehealth service, Amazon Care, which launched in 2019 as a trial program for its headquartered employees. Later the service was rolled out nationwide for employees and other companies. The ecommerce giant has now made the decision to move away from the healthcare space, believing it was not the right long-term solution for its enterprise customers. [Read more on CNBC](https://www.cnbc.com/2022/08/24/amazon-is-shutting-down-amazon-care-telehealth-service.html) Peloton closes new deal to sell on Amazon Following a recent deal, Amazon customers will soon be able to buy Peloton fitness equipment on the marketplace, marking Peleton’s first move outside a direct-to-consumer model. According to Peloton’s CCO, there are already around half a million searches on Amazon for Peloton products every month, despite having no presence on the marketplace. Some key products include the original Peloton Bike, retailing for $1,445 and Peloton Guide for $295. [Read more on Charged Retail](https://www.chargedretail.co.uk/2022/08/24/peloton-strikes-deal-to-sell-fitness-equipment-on-amazon/) --- Other Marketplace News --- 60% of Malaysians are buying from local sellers on Shopee A recent survey of nearly 3,500 respondents found that nearly half of the shoppers prefer to purchase from local sellers due to shorter delivery times. Other shoppers decide to shop locally due to the quality of the products made in Malaysia and an interest in keeping the economy running. As a result, smaller local merchants have been able to grow their businesses, and shoppers benefit from shorter delivery times, products of high quality and supporting local businesses. [Read more on The Malaysian Reserve](https://themalaysianreserve.com/2022/08/25/around-60-malaysians-are-buying-from-local-sellers-on-shopee/) Flipkart’s social commerce platform Shopsy crosses 100 million users Flipkart launched a social commerce arm, Shopsy, in July of last year, which has now surpassed 100 million users, ahead of its target timeline being the end of 2022. This acquisition of new users has made Shopsy one of the largest platforms of its kind in the country, and is expected to onboard a further 100 million by the end of 2023. The platform is centred around boosting local entrepreneurship and powering ecommerce for consumers across tier 2+ regions where users face challenges around trust and navigation when shopping online. [Read more on Business Standard](https://www.business-standard.com/article/companies/flipkart-s-social-commerce-platform-shopsy-hits-100-million-users-1220828006851.html) Meta joins Amazon and Walmart in bid for Indian ecommerce market Amazon mentioned earlier in the year that it would be building a logistics division in-house through its purchase of a 51% stake in Ecom Express, an end-to-end logistics firm, to make ecommerce deliveries more efficient in the country. Walmart operates Flipkart in India and is set to continue its investment in the marketplace. In an effort to compete in the Indian ecommerce market, Meta has partnered with Indian ecommerce company, JioMart, to offer customers a grocery shopping platform within its WhatsApp chat feature. [Read more on Pymnts](https://www.pymnts.com/news/retail/2022/meta-joins-amazon-walmart-indian-ecommerce-market/) --- Other Ecommerce News --- Ecommerce in Spain worth €57.7 billion in 2021 Spanish ecommerce saw 11.7% growth compared to last year, largely attributed to cross-border sales. In the final quarter of 2021, ecommerce sales in Spain were at €16.9 billion euros, at least 60% of which came from cross-border sales. Transactions from foreign locations to Spain generated a turnover of €1.56 billion in Q4, a growth of 27.7% compared to Q4 a year before. [Read more on Ecommerce News](https://ecommercenews.eu/ecommerce-in-spain-was-worth-e57-7-billion-in-2021/)
Aug 23, 2022

Global Ecommerce Weekly News: 23rd August 2022

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