PlatformUse CasesPricing PlansResourcesCompany
LoginGet a demo

Platform

Coffee image

Platform overview

Learn more about Quantum Metric.

Data

Session replayUnderstand the "why" behind customer behaviors. Segment builderSlice your audience with nested segment building. AutocaptureCapture over 300 metrics out-of-the-box.Page performanceDiscover and quantify the impact of slow pages. User analyticsUnlock better user adoption, retention, and customer journeys.Platform intelligenceOur powerful machine learning engine.Mobile app analyticsPatented mobile analytics technology.Adobe Experience Platform Connector Go live with CJA faster.

Insights

Felix AI AgenticAutonomous agents analyze every part of the customer journey.Felix AI SummarizationGen AI powered session summarization.JourneysUnderstand which paths customers are taking.Interaction heatmapsVisualize page-level clicks, scrolls, and attention.VisibleVisualize user behavior directly from your browser. DashboardsOrganize and monitor your most important data. Dashboard template libraryTemplates to improve your experience. Opportunity analysisAutomatically surface and quantify friction points.

Action

Voice of CustomerConnect feedback to behavior and take action in real time.Monitoring & alertsAlerting on aggregate behavior, frustration, and more.Data activationSeamlessly merge any data source.Data streamingSend Quantum Metric insights to your data warehouse.Data enrichmentGet greater impact with enhanced data insights.Salesforce Lightning analyticsGain visibility and understanding of Salesforce Lightning app users.Performance & overheadLightweight SDKs and tags.Security & privacyBest in class security technology and polices.

See for yourself.

Schedule a personalized discussion and walkthrough of our solution.

Talk to our team.

Schedule a personalized discussion and walkthrough of our solution.

Join a regularly streamed demo of our top features and use cases.

Watch a live demo.

Join a regularly streamed demo of our top features and use cases.

Review platform use cases and capabilities at your own pace.

Browse product tours.

Review platform use cases and capabilities at your own pace.

Use Cases

Industries

RetailUnderstand shoppers’ needs faster.Financial servicesDrive digital adoption and improve satisfaction.Travel & hospitalityGrow revenue and loyalty with real-time visibility.TelcoImprove the digital-first experience.GamingUnderstand real-time player behavior.HealthcareImprove patient self-service and loyalty.

Teams

ProductUnderstand any part of the digital experience in seconds.TechnologySurface and scope customer technical friction in real-time.MarketingStrengthen your campaigns and convert more.AnalyticsAnswer the “why” behind the customer experience.CX & VoCBring together qualitative and quantitative insights.UXDeep insight into behavior, engagement, and friction.Service & supportImprove customer empathy and contact center efficiency.

Solutions

Digital analyticsMonitor, diagnose, and optimize critical experiences.Product analyticsUnderstand user behavior and drive adoption.Experience analyticsSurface pain points and quantify opportunities.Journey analyticsInsights into every touchpoint across the digital journey.Web analyticsUnderstand and report on digital performance.Employee experienceAutomatically surface critical friction on your internal apps and kiosks.Contact centerOptimize contact center experiences.AI DetectionReveal how AI agents interact with your digital experience.

Explore dashboard templates.

Gain instant insight into your digital experience with pre-designed dashboard templates.

Gain instant insight into your digital experience with pre-designed dashboard templates.

Skip the setup, start analyzing.

See template library

Resources

Learn

ResourcesReview expert guidance and new data. Case studiesDiscover our customer stories.Product tour libraryReview platform use cases and capabilities at your own pace. Events & webinarsJoin us for live or virtual events. BenchmarksReview the top findings from Quantum Metric aggregated platform data.BlogThought leadership, trends, and product insights.Digital Analytics FAQGet quick answers to foundational digital and product analytics questions.

Community

The QuadConnect with experts, converse, and be inspired.

New blog post.

AI assistants vs. agentic AI: Key differences in digital analytics.

AI assistants vs. agentic AI: Key differences in digital analytics.

Learn how understanding the distinction between AI assistants and agentic AI becomes essential for everyone working in digital experience, analytics, or strategy.

Read the blog

Company

About us

Our storyHow Quantum Metric started, our leadership team, and how you can get involved.CareersSee what it's like to work for Quantum Metric, and available positions.NewsRead the latest announcements and news.

Partner network

Partners & integrationsView our technology and solutions partners.Partner programOur key ecosystem of partners.

Latest news.

Quantum Metric Reports Record 2025 Enterprise Expansion and Agentic AI Momentum for 2026

Quantum Metric Reports Record 2025 Enterprise Expansion and Agentic AI Momentum for 2026

Learn more

Blog/

Benchmarking examples in retail you need to track.

Benchmarking examples in retail you need to track.
Trends & best practices7 min read

Benchmarking examples in retail you need to track.

Alex Lacey

Alex Lacey

Mar 22, 2022

Add as a preferred source on Google
Benchmarking examples in retail you need to track.

Summary:

  • Consumers have shifted to a digital-first mindset, with most preferring to shop online and exhibiting longer, less predictable sales cycles influenced by Covid, Brexit and inflation.
  • Traditional peak periods like Black Friday and Christmas are stretching into longer seasons, with earlier research and purchasing, higher December order values and strong post-Christmas traffic.
  • Mobile now dominates retail traffic and conversions, though desktop still drives higher average order values, suggesting different roles for each device in the buying journey.
  • Key retail benchmarks include customer frustration, cart abandonment and behavioural metrics such as friction, all of which help retailers understand changing customer behaviour and improve CX.
  • To stay competitive, retailers should take an iterative, data-driven approach using tools like mobile analytics, session replay, anomaly detection and opportunity analysis instead of relying on seasonal code freezes.

Many people adapted to digital out of necessity during the pandemic. Now, a majority of people prefer to interact online. The digital-first mindset is here to stay, for both retailers and customers. Our 2021 survey of 2,000 UK consumers aged 18+ supports that, revealing 70% of Brits prefer to buy online. With the shift to digital-first, there are new benchmarking examples in retail that you can track to ensure that you are delivering a standout user experience.

Predicting the unpredictable.

Today’s shoppers are less predictable. Their behaviour patterns change constantly. Because of these factors, retail benchmarking is adapting accordingly, with greater focus on areas like longer sales cycles, shopping via mobile phone, and shopping cart abandonment.

Black Friday’s changing nature.

In line with these trends, Quantum Metric’s analysis found 64% of people started their Christmas shopping long before Black Friday. Wondering why we’re bringing up Xmas? Because similar patterns of behaviour are echoed throughout the year, albeit less exaggerated.

Elissa Quinby, Quantum Metric’s Director of Retail Insights, agrees: “There’s a perception in retail that everything has to be lined up for Christmas by October – allowing for the winter code freeze. In reality, consumers are thinking about and acting upon their Christmas shopping well before then, and their behaviour is changing after that date as well. Retailers need to examine how people interact with their digital products – websites and apps – to ensure they’re not missing opportunities and aren’t too late to the game.”

Shopping seasons are lengthening.

Further backing these sentiments up is Quantum Metric’s 2021 Christmas retail benchmarking. According to the report, consumers started buying and researching gifts earlier in the year.

Come December, daily traffic had declined by 20% on average compared to 2020, and the focus was on purchasing decisions.

Average order values spiked in December, exceeding 2020 figures. On December 22nd, for instance, they were 70% higher than the same date the previous year. Meanwhile, conversion rates were two times higher in December 2021 than 2020, supporting the emerging “browse first, buy later” trend.

Alongside these stats, our November 2021 consumer survey found nearly half of UK shoppers (46.3%) started their Christmas shopping pre-November, with a meaningful 73% of that group saying it was about the same time or later than normal.

Post-Christmas shopping.

So what happened after the festive period, exactly?

Traffic didn’t continue falling. In fact, traffic levels were equivalent to the second week of November. That tells us more people prefer to shop online than ever, regardless of the time of year.

Covid, Brexit and inflation.

Covid, Brexit and rising inflation have led to longer and more erratic sales cycles, with consumers taking longer to make purchasing decisions.

With that in mind, retailers should concentrate on offering top-quality goods at the best prices, coupled with a year-round, first-in-class customer experience (CX). These days, it’s not enough to only impress your customers during the Golden Quarter.

Moreover, in an era of Agile development and fierce competition, online businesses should take an iterative approach. This means pushing out more regular and small updates, as close to real-time as possible. As a result, code freezes may become a thing of the past, or at the very least less relied on.

Mobile reigns king.

So what is the future of online shopping?

It’s about focusing on when and how consumers shop. Our benchmark data showed that as Christmas 2021 approached, mobile remained the preferred channel, driving more than 63% of retail traffic. Meanwhile, conversion rates for mobile were 125% higher than desktop on December 24th.

This means retailers need to invest in a mobile analytics platform that helps them gain insight into how users navigate their mobile apps.

Purchase size on mobile.

At the same time, average order values via mobile remained consistent during the Christmas holidays, at an average of £88 – 57% less than desktop.

Perhaps this is a reflection of consumers using desktop to research and buy bigger items, and mobile for smaller purchases?

Customer frustration as a benchmark.

The 2021 Christmas season saw less customer frustration compared to 2020 – on December 24th, frustration was 53% lower than the year before.

That data reflects the customer activity of retailers who used Quantum Metric’s products in 2021, indicating their investment had a positive impact on CX.

Measuring cart abandonment.

In terms of cart abandonment, 2021 saw an increase relative to 2020, with a 77% year-on-year difference for December. Additionally, rates were as high after the 25th as they were on Black Friday and Cyber Monday.

Couple that with mobile abandonment rates remaining high, and two patterns shine through:

  1. The panic of searching for last-minute gifts
  2. People creating informal wishlists right up to and beyond Christmas

Understanding the why.

Monitoring benchmarks helps retailers achieve agility, adapt with speed and confidence and improve CX. But what does benchmark tracking involve?

Benchmarking examples in retail requires visibility, understanding and the following:

Behavioural metrics.

Using behavioural metrics such as friction rates, retailers can see an experience through consumers’ eyes. This enables retailers to empathise, anticipate customer needs, and make changes accordingly.

Session replay.

By viewing user sessions, retailers gain a deeper understanding of the customer perspective, helping to:

  • Reduce customer friction
  • Optimise conversion rates
  • Co-browse with customers

Quantum Metric’s pioneering session replay tools capture metadata behind the replay, including user platform, API calls, and network details, enabling better decision-making.

Anomaly detection.

This helps retailers understand the ever-changing needs of their customers, identify key trends and spot bugs, thereby maximising revenue.

Read more about anomaly detection techniques in retail.

Opportunity analysis.

When deciding which items in the product backlog to address, you want to focus on the features that will drive the most business value. Fix the glitches and enhance the features that will drive revenue for the organisation.

Quantum Metric for retail.

With digital-first here to stay and customers increasingly unpredictable, how can retailers prepare?

By taking an iterative approach, being customer-centric and tracking retail benchmarks like cart abandonment.

To learn how Quantum Metric can help monitor the benchmarking examples in retail, request a demo today.

On this page1 / 11
  • Predicting the unpredictable.
  • Black Friday’s changing nature.
  • Shopping seasons are lengthening.
  • Post-Christmas shopping.
  • Covid, Brexit and inflation.
  • Mobile reigns king.
  • Purchase size on mobile.
  • Customer frustration as a benchmark.
  • Measuring cart abandonment.
  • Understanding the why.
  • Quantum Metric for retail.

Ready to kick things off?

Talk to sales icon to schedule a personalized demo based on your business objectives

Talk to our team.

Schedule a personalized discussion and walkthrough of our solution.

Watch Live Demo thumbnail

Watch a live demo.

Join a regularly streamed demo of our top features and use cases.

Browse Product Tours thumbnail

Browse product tours.

Review platform use cases and capabilities at your own pace.

LoginGet a demo

Platform

Platform overviewFelix AI AgenticFelix AI SummarizationJourneysMobile app analyticsInteraction heatmapsSecurity & privacy

Industries

RetailFinancial servicesTravel & hospitalityTelcoGamingHealthcare

Teams

ProductTechnologyMarketingAnalyticsCX & VoCUXService & support

Solutions

Digital analyticsProduct analyticsExperience analyticsJourney analyticsWeb analyticsEmployee experienceContact centerAI Detection

Resources

Contact usProduct tour libraryPricing plansResourcesCase studiesGlossary
Privacy PolicyTerm of UseEULAPatentsAffiliatesLegal InformationModern Slavery StatementDo Not Share My Information

© 2026 Quantum Metric, Inc. All rights reserved.