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Tag Archive: Fabric Analytics

  1. Why Brands Missed Out on Black Friday Without Real-Time Analytics

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    Black Friday is one of the most important sales events of the year, particularly for online retailers. Platforms like Shopify are buzzing with activity, marketing budgets are stretched to their limits, and many businesses rely on a combination of tools to track their success. Yet, despite their best efforts, many brands are losing out because of one significant issue: the lack of real-time analytics in Google Analytics 4 (GA4).

    This challenge isn’t just inconvenient; it’s costing brands opportunities to maximise their performance during the busiest shopping period of the year.

    The Issue With GA4’s Delays

    While GA4 has brought some valuable improvements—better cross-device tracking and more advanced attribution—it has a critical drawback: data processing delays. On a day like Black Friday, when every minute counts, this lag creates a major problem for brands trying to make decisions on the fly.

    Take traffic source data, for example. On Black Friday, brands run dozens of campaigns across multiple channels to drive traffic to their websites. Knowing which traffic sources are converting and which aren’t is vital to ensure ad spend is being used effectively. However, GA4’s data batching means marketers often don’t get a clear picture until hours—or even days—later. By that time, the window for optimisation has already passed. In some instances it can take up to 12 days to correctly process.

    Shopify’s Real-Time Limitations

    For Shopify brands, the platform does provide live sales and traffic metrics, which can be useful. However, these insights are limited and don’t provide the depth needed to understand what’s driving performance. For example, Shopify might show an increase in traffic, but it won’t tell you:

    • Which campaigns or channels are responsible
    • How that traffic is converting
    • Whether users are abandoning their carts after visiting specific landing pages

    Without pairing Shopify’s real-time metrics with the more detailed insights available in GA4, brands can’t make the most of their marketing investments during a time when margins are razor-thin, and competition is fierce.

    The High Cost of Missed Optimisation

    Black Friday isn’t just another sales day. It’s a period where every decision can have a massive financial impact. The inability to react to live data means brands risk:

    • Over-spending on underperforming campaigns: Without real-time feedback, it’s easy to waste budget on ads that aren’t delivering results.
    • Underfunding successful campaigns: Without clear traffic source data, brands may miss opportunities to scale up ads that are driving high-quality traffic.

    The result? Lost revenue that could have been recaptured with faster, more actionable insights.

    What Can Brands Do Currently?

    While GA4’s limitations in real-time analytics are frustrating, there are ways to mitigate the impact:

    • Use Shopify Analytics Strategically: While it’s not as detailed as GA4, Shopify’s dashboards can highlight overall trends to help guide quick decisions.
    • Set Up Alerts: Customise notifications in tools like Google Tag Manager for key events, such as traffic spikes or conversion drops.
    • Plan Based on Historical Data: Analyse past Black Friday performance to anticipate which channels and campaigns are likely to perform well and allocate budget accordingly.
    • Leverage Complementary Tools: Explore other analytics platforms that can offer more immediate insights to supplement GA4.

    The Real-Time Analytics Challenge

    The lack of real-time insights in GA4 highlights a broader issue for ecommerce brands: the growing need to react faster in an increasingly competitive market. Black Friday success isn’t just about running great campaigns; it’s about having the agility to pivot and optimise based on what’s working in the moment.

    Until tools evolve to meet this demand, brands must rely on creative solutions and thorough preparation to avoid leaving money on the table. By understanding these challenges and acting proactively, businesses can make the most of Black Friday and beyond.

  2. Elevate Your CRO with Expert A/B Testing for Complex Web Frameworks

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    In the fast-paced world of digital marketing, Conversion Rate Optimisation (CRO) is a key driver of success. A/B testing is a critical component of CRO, enabling businesses to optimise their websites by comparing different versions and identifying what works best. However, the complexities of modern web technologies require a more sophisticated approach to A/B testing—one that goes beyond basic tools and taps into deep technical expertise.

    At Fabric Analytics, we specialise in conducting advanced A/B tests, particularly on websites built with complex JavaScript frameworks like React, Angular, and Vue.js. Our expert team doesn’t just rely on WYSIWYG (What You See Is What You Get) tools. Instead, we leverage our deep understanding of web development, ensuring that our tests are both accurate and actionable.

    The Complexity of Modern A/B Testing

    Websites built with advanced JavaScript frameworks pose unique challenges for A/B testing. These frameworks, which power many modern websites, create dynamic, interactive experiences that are far more complex than traditional static sites. As a result, testing these sites requires a deep technical understanding of how they work.

    Some of the challenges include:

    • Component Re-renders: Dynamic components may not behave consistently under simple testing tools, leading to unreliable data.
    • State Management: Handling state changes within single-page applications (SPAs) is complex and demands precise testing techniques.
    • Performance Concerns: Poorly executed tests can lead to performance issues, distorting test results and negatively impacting user experience.

    These challenges mean that basic A/B testing tools often aren’t enough. You need expert developers who understand the intricacies of your site’s architecture—and that’s where Fabric Analytics comes in.

    Our Advanced Approach: Leveraging Mutation Observers

    One of the key techniques we use to manage the complexities of modern web frameworks is the implementation of Mutation Observers. Mutation Observers are a powerful tool that allows us to monitor changes to the DOM (Document Object Model) in real-time, which is particularly important for sites built with frameworks like React, Angular, and Vue.js.

    Here’s how we use Mutation Observers to enhance our A/B testing:

    1. Tracking State Changes: Mutation Observers enable us to detect and respond to changes in the application state, which is critical for accurately measuring user interactions on SPAs. This ensures that our tests reflect the true behaviour of your users, even as the underlying state of the application evolves dynamically.
    2. Monitoring Component Re-renders: In frameworks like React and Angular, components can re-render based on user actions or state changes. Mutation Observers allow us to monitor these re-renders in real-time, ensuring that our tests account for these dynamic changes and apply modifications precisely when and where they’re needed.
    3. Ensuring Data Integrity: By using Mutation Observers, we can ensure that the data we collect during tests is accurate and reflects the current state of the application. This level of precision is essential for making informed decisions that will positively impact your conversion rates.

    Why Choose Fabric Analytics?

    At Fabric Analytics, we don’t just conduct A/B tests; we solve complex problems. Our team’s expertise in advanced web technologies, combined with our use of sophisticated techniques like Mutation Observers, ensures that your tests are both reliable and impactful.

    We provide:

    • Custom Implementation: Tailored testing solutions that fit the unique needs of your website, bypassing the limitations of generic tools.
    • In-depth Technical Expertise: A team that understands the complexities of modern web frameworks and knows how to work within them.
    • Advanced Testing Scenarios: The ability to handle complex user flows and interactions, delivering insights that drive real results.
    • Scalable Solutions: Testing approaches that can grow and evolve with your site, ensuring long-term success.
    • Accurate Data and Analysis: In-depth analysis that transforms raw data into actionable insights.

    When you choose Fabric Analytics, you’re choosing a partner who understands the intricacies of modern web development and is equipped to tackle the challenges of advanced A/B testing. We help you go beyond surface-level optimisations, providing the insights and expertise you need to truly elevate your CRO program.

    Ready to elevate your CRO program with sophisticated A/B testing? Contact us today to learn how Fabric Analytics can help you achieve your goals.