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    13 avril 2011

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    If you think you have solved the bug, fill in a ticket and attach to it a corrective patch.
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  • How (and Why) to Run a Web Accessibility Audit in 2024

    7 mai 2024, par Erin

    When most businesses design their websites, they primarily think about aesthetics, not accessibility. However, not everyone who visits your website has the same abilities or access needs. Eight percent of the US population has visual impairments.

    The last thing you want is to alienate website visitors with a bad experience because your site isn’t up to accessibility standards. (And with growing international regulation, risk fines or lawsuits as a result.)

    A web accessibility audit can help you identify and fix any issues for users with impaired vision, hearing or other physical disabilities. In this article, we’ll cover how to conduct such an audit efficiently for your website in 2024.

    What is a web accessibility audit ?

    A web accessibility audit is a way to evaluate the usability of your website for users with visual, auditory or physical impairments, as well as cognitive disabilities or neurological issues. The goal is to figure out how accessible your website is to each of these affected groups and solve any issues that come up.

    To complete an audit, you use digital tools and various manual accessibility testing processes to ensure your site meets modern web accessibility standards.

    Why is a web accessibility audit a must in 2024 ?

    For far too long, many businesses have not considered the experiences of those with disabilities. The growing frustrations of affected internet users have led to a new focus on web accessibility laws and enforcement.

    Lawsuits related to the ADA (Americans with Disabilities Act) reached all-time highs in 2023 — over 4,500 digital-related lawsuits were filed. The EU has also drawn up the European Accessibility Act (EAC), which goes into effect in June 2025.

    But at the end of the day, it’s not about accessibility legislation. It’s about doing right by people.

    Illustration of a sight-impaired person using text-to-speech to browse a website on a smartphone

    This video by voice actor, YouTuber, and surfer Pete Gustin demonstrates why accessibility measures are so important. If buttons, navigation and content sections aren’t properly labelled, sight-impaired people who rely on speech-to-text to browse the web can’t comfortably interact with your site.

    And you’re worse off for it. You can lose some of your best customers and advocates this way. 

    With stronger enforcement of accessibility regulations in the US and new regulations coming into effect in the EU in 2025, the time to act is now. It’s not enough to “keep accessibility in mind” — you must take concrete steps to improve it.

    Who should lead a web accessibility audit ?

    Ideally, you want to hire a third-party web accessibility expert to lead the audit. They can guide you through multiple stages of manual accessibility testing to ensure your site meets regulations and user needs. 

    Experienced accessibility auditors are familiar with common pitfalls and can help you avoid them. They ensure you meet the legal requirements with proper solutions, not quick fixes.

    If this isn’t an option, find someone with relevant experience within your company. And involve someone with “skin in the game” in the process. Hire someone with visual impairments to usability test your site. Don’t just do automated tests or “put yourself in their shoes.” Make sure the affected users can use your site without issues.

    Automated vs. manual audits and the danger of shortcuts

    While there are automated audits, they only check for the bare minimum :

    • Do your images have alt tags ? (They don’t check if the alt tag is descriptive or just SEO junk text.)
    • Are clickable buttons identified with text for visually impaired users ?
    • Is your text size adjustable ?
    • Are your background and foreground colours accessible for colour-blind users ? Is there a sufficient contrast ratio ?
    Illustration of the results of an automated accessibility test

    They don’t dive into the user journey (and typically can’t access login-locked parts of your site). They can be a good starting point, but it’s a bad idea to rely completely on automated audits.

    They’ll miss more complex issues like :

    • Dynamic content and animated elements or videos that could put people with epilepsy at risk of seizures
    • A navigational flow that is unnecessarily challenging for users with impairments
    • Video elements without proper captions

    So, don’t rely too much on automated tests and audits. Many lawsuits for ADA infractions are against companies that think they’ve already solved the problem. For example, 30% of 2023 lawsuits were against sites that used accessibility overlays.

    Key elements of the Web Content Accessibility Guidelines (WCAG)

    The international standard for web accessibility is the Web Content Accessibility Guidelines (WCAG). In the most recent version, WCAG 2.2, there are new requirements for visual elements and focus and other updates.

    Here’s a quick overview of the key priorities of WCAG :

    Diagram of core WCAG considerations like text scalability, colour choices, accessible navigation, and more

    Perceivable : Any user can read or listen to your site’s content

    The first priority is for any user to be able to perceive the actual content on your site. To be compliant, you need to make these adjustments and more :

    • Use text that scales with browser settings.
    • Avoid relying on colour contrasts to communicate something.
    • Ensure visual elements are explained in text.
    • Offer audio alternatives for things like CAPTCHA.
    • Form fields and interactive elements are properly named.

    Operable : Any user can navigate the site and complete tasks without issue

    The second priority is for users to navigate your website and complete tasks. Here are some of the main considerations for this section :

    • Navigation is possible through keyboard and text-to-speech interfaces.
    • You offer navigation tools to bypass repeated blocks of content.
    • Buttons are properly titled and named.
    • You give impaired users enough time to finish processes without timing out.
    • You allow users to turn off unnecessary animations (and ensure none include three flashes or more within one second).
    • Links have a clear purpose from their alt text (and context).

    Understandable : Any user can read and understand the content

    The third priority is making the content understandable. You need to communicate as simply and as clearly as possible. Here are a few key points :

    • Software can determine the default language of each page.
    • You use a consistent method to explain jargon or difficult terms.
    • You introduce the meaning of unfamiliar abbreviations and acronyms.
    • You offer tools to help users double-check and correct input.
    • The reading grade is not higher than grade 9. If it is, you must offer an alternative text with a lower grade.
    • Use consistent and predictable formatting and navigation.

    This intro to accessibility guidelines should help you see the wide range of potential accessibility issues. Accessibility is not just about screen readers — it’s about ensuring a good user experience for users with a wide range of disabilities.

    Note : If you’re not hiring a third-party expert for the manual accessibility audit, this introduction isn’t enough. You need to familiarise yourself with all 50 success criteria in WCAG 2.2.

    How to do your first web accessibility audit

    Ready to find and fix the accessibility issues across your website ? Follow the steps outlined below to do a successful accessibility audit.

    Start with an automated accessibility test

    To point you in the right direction, start with a digital accessibility checker. There are many free alternatives, including :

    • Accessibility Checker
    • Silktide accessibility checker
    • AAArdvark

    When choosing a tool, check it’s up-to-date with the newest accessibility guidelines. Many accessibility evaluation tools are still based on the WCAG 2.1 version rather than WCAG 2.2.

    The tool will give you a basic evaluation of the accessibility level of your site. A free report can quickly identify common issues with navigation, labelling, colour choices and more. 

    But this is only good as a starting point. Remember that even paid versions of these testing tools are limited and cannot replace a manual audit.

    Look for common issues

    The next step is to manually look for common issues that impact your site’s level of accessibility :

    • Undescriptive alt text
    • Colour combinations (and lack of ability to change background and foreground colours)
    • Unscalable text
    • Different site content sections that are not properly labelled

    The software you use to create your site can lead to many of these issues. Is your content management system (CMS) compliant with ADA or WCAG ? If not, you may want to move to a CMS before continuing the audit.

    Pinpoint customer journeys and test them for accessibility 

    After you’ve fixed common issues, it’s essential to put the actual customer journey to the test. Explore your most important journeys with behavioural analytics tools like session recordings and funnel analysis.

    Analysing funnel reports lets you quickly identify each page that usually contributes to a sale. You will also have an overview of the most popular funnels to evaluate for accessibility.

    If your current web analytics platform doesn’t offer behavioural reports like these, Matomo can help. Our privacy-friendly web analytics solution includes funnel reports, session recordings, A/B testing, form analytics, heatmaps and more.

    Try Matomo for Free

    Get the web insights you need, without compromising data accuracy.

    No credit card required

    If you don’t have the budget to test every page individually, this is the perfect place to start. You want to ensure that users with disabilities have no issues completing the main tasks on your site. 

    Don’t focus solely on your web pages 

    Accessibility barriers can also exist outside of your standard web pages. So ensure that other file formats like PDFs and videos are also accessible. 

    Remember that downloadable materials are also part of your digital experience. Always consider the needs of individuals with disabilities when accessing things like case studies or video tutorials. 

    Highlight high-priority issues in a detailed report

    To complete the audit, you need to summarise and highlight high-priority issues. In a larger company, this will be in the form of a report. W3’s Web Accessibility Initiative offers a free accessibility report template and an online tool to generate a report.

    For smaller teams, it may make sense to input issues directly into the product backlog or a task list. Then, you can tackle the issues, starting with high-priority pages identified earlier in this process.

    Avoid quick fixes and focus on sustainable improvement

    As mentioned, AI-powered overlay solutions aren’t compliant and put you at risk for lawsuits. It’s not enough to install a quick accessibility tool and pat yourself on the back.

    And it’s not just about accessibility compliance. These solutions provide a disjointed experience that alienates potential users. 

    The point of a digital accessibility audit is to identify issues and provide a better experience to all your users. So don’t try to cut corners. Do the work required to implement solutions that work seamlessly for everyone. Invest in a long-term accessibility remediation process.

    Deliver a frictionless experience while gaining insight into your users

    An accessibility audit is crucial to ensure an inclusive experience — that a wide variety of users can read and interact with your site.

    But what about the basic usability of your website ? Are you sure the experience is without friction ? Matomo’s behavioural analytics tools can show how users interact with your website.

    For example, heatmaps can show you where users are clicking — which can help you identify a pattern, like many users mistaking a visual element for a button.

    Plus, our privacy-friendly web analytics are compliant with GDPR, CCPA and other data privacy regulations. That helps protect you against privacy-related lawsuits, just as an accessibility audit protects you against ADA lawsuits.

    And it never hurts that your users know you respect their privacy. Try Matomo free for 21-days. No credit card required.

  • 7 Ecommerce Metrics to Track and Improve in 2024

    12 avril 2024, par Erin

    You can invest hours into market research, create the best ads you’ve ever seen and fine-tune your budgets. But the only way to really know if your digital marketing campaigns move the needle is to track ecommerce metrics.

    It’s time to put your hopes and gut feelings aside and focus on the data. Ecommerce metrics are key performance indicators that can tell you a lot about the performance of a single campaign, a traffic source or your entire marketing efforts. 

    That’s why it’s essential to understand what ecommerce metrics are, key metrics to track and how to improve them. 

    Ready to do all of the above ? Then, let’s get started.

    What are ecommerce metrics ? 

    An ecommerce metric is any metric that helps you understand the effectiveness of your digital marketing efforts and the extent to which users are taking a desired action. Most ecommerce metrics focus on conversions, which could be anything from making a purchase to subscribing to your email list.

    You need to track ecommerce metrics to understand how well your marketing efforts are working. They are essential to helping you run a cost-effective marketing campaign that delivers a return on investment. 

    For example, tracking ecommerce metrics will help you identify whether your digital marketing campaigns are generating a return on investment or whether they are actually losing money. They also help you identify your most effective campaigns and traffic sources. 

    Ecommerce metrics also help you spot opportunities for improvement both in terms of your marketing campaigns and your site’s UX. 

    For instance, you can use ecommerce metrics to track the impact on revenue of A/B tests on your marketing campaigns. Or you can use them to understand how users interact with your website and what, if anything, you can do to make it more engaging.

    What’s the difference between conversion rate and conversion value ?

    The difference between a conversion rate and a conversion value is that the former is a percentage while the latter is a monetary value. 

    There can be confusion between the terms conversion rate and conversion value. Since conversions are core metrics in ecommerce, it’s worth taking a minute to clarify. 

    Conversion rates measure the percentage of people who take a desired action on your website compared to the total number of visitors. If you have 100 visitors and one of them converts, then your conversion rate is 1%. 

    Here’s the formula for calculating your conversion rate :

    Conversion Rate (%) = (Number of conversions / Total number of visitors) × 100

    Conversion rate formula

    Using the example above :

    Conversion Rate = (1 / 100) × 100 = 1%

    Conversion value is a monetary amount you assign to each conversion. In some cases, this is the price of the product a user purchases. In other conversion events, such as signing up for a free trial, you may wish to assign a hypothetical conversion value. 

    To calculate a hypothetical conversion value, let’s consider that you have estimated the average revenue generated from a paying customer is $300. If the conversion rate from free trial to paying customer is 20%, then the hypothetical conversion value for each free trial signup would be $300 multiplied by 20%, which equals $60. This takes into account the number of free trial users who eventually become paying customers.

    So the formula for hypothetical conversion value looks like this :

    Hypothetical conversion value formula

    Hypothetical conversion value = (Average revenue per paying customer) × (Conversion rate)

    Using the values from our example :

    Hypothetical conversion value = $300 × 20% = $60

    The most important ecommerce metrics and how to track them

    There are dozens of ecommerce metrics you could track, but here are seven of the most important. 

    Conversion rate

    Conversion rate is the percentage of visitors who take a desired action. It is arguably one of the most important ecommerce metrics and a great top-level indicator of the success of your marketing efforts. 

    You can measure the conversion rate of anything, including newsletter signups, ebook downloads, and product purchases, using the following formula :

    Conversion rate

    Conversion rate = (Number of people who took action / Total number of visitors) × 100

    You usually won’t have to manually calculate your conversion rate, though. Almost every web analytics or ad platform will track the conversion rate automatically.

    Matomo, for instance, automatically tracks any conversion you set in the Goals report.

    A screenshot of Matomo's Goals report

    As you can see in the screenshot, your site’s conversions are plotted over a period of time and the conversion rate is tracked below the graph. You can change the time period to see how your conversion rate fluctuates.

    If you want to go even further, track your new visitor conversion rate to see how engaging your site is to first-time visitors. 

    Try Matomo for Free

    Get the web insights you need, without compromising data accuracy.

    No credit card required

    Cost per acquisition

    Cost per acquisition (CPA) is the average cost of acquiring a new user. You can calculate your overall CPA or you can break CPA down by email campaign, traffic source, or any other criteria. 

    Calculate CPA by dividing your total marketing cost by the number of new users you acquire.

    Cost per acquisition = Total marketing cost / Number of customers acquired

    CPA = Total marketing cost​ / Number of new users acquired 

    So if your Google Ads campaign costs €1,000 and you acquire 100 new users, your CPA is €10 (1000/100=10).

    It’s important to note that CPA is not the same as customer acquisition cost. Customer acquisition cost considers the number of paying customers. CPA looks at the number of users taking a certain action, like subscribing to a newsletter, making a purchase, or signing up for a free trial.

    Cost per acquisition is a direct measure of your marketing efforts’ effectiveness, especially when comparing CPA to average customer spend and return on ad spend. 

    If your CPA is higher than the average customer spend, your marketing campaign is profitable. If not, then you can look at ways to either increase customer spend or decrease your cost per acquisition.

    Customer lifetime value

    Customer lifetime value (CLV) is the average amount of money a customer will spend with your ecommerce brand over their lifetime. 

    Customer value is the total worth of a customer to your brand based on their purchasing behaviour. To calculate it, multiply the average purchase value by the average number of purchases. For instance, if the average purchase value is €50 and customers make 5 purchases on average, the customer value would be €250.

    Use this formula to calculate customer value :

    Customer value = Average purchase value × Average number of purchases

    Customer value = Average purchase value × Average number of purchases

    Then you can calculate customer lifetime value using the following formula :

    Customer lifetime value = Customer value * Average customer lifespan

    CLV = Customer value × Average customer lifespan

    In another example, let’s say you have a software company and customers pay you €500 per year for an annual subscription. If the average customer lifespan is 5 years, then the Customer Lifetime Value (CLV) would be €2,500.

    Customer lifetime value = €500 × 5 = €2,500

    Knowing how much potential customers are likely to spend helps you set accurate marketing budgets and optimise the price of your products. 

    Return on investment

    Return on investment (ROI) is the amount of revenue your marketing efforts generate compared to total spend. 

    It’s usually calculated as a percentage using the following formula :

    Return On Investment = (Revenue / Total Spend) x 100

    ROI = (Revenue / Total spend) × 100

    If you spend €1,000 on a paid ad campaign and your efforts bring in €5,000, then your ROI is 500% (5,000/1,000 × 100).

    With a web analytics tool like Matomo, you can quickly see the revenue generated from each traffic source and you can drill down further to compare different social media channels, search engines, referral websites and campaigns to get more granular view. 

    Revenue by channel in Matomo

    In the example above in Matomo’s Marketing Attribution feature, we can see that social networks are generating the highest amount of revenue in the year. To calculate ROI, we would need to compare the amount of investment to each channel. 

    Let’s say we invested $1,000 per year in search engine optimisation and content marketing, the return on investment (ROI) stands at approximately 2576%, based on a revenue of $26,763.48 per year. 

    Conversely, for organic social media campaigns, where $5,000 was invested and revenue amounted to $71,180.22 per year, the ROI is approximately 1323%. 

    Despite differences in revenue generation, both channels exhibit significant returns on investment, with SEO and content marketing demonstrating a much higher ROI compared to organic social media campaigns. 

    With that in mind, we might want to consider shifting our marketing budget to focus more on search engine optimisation and content marketing as it’s a greater return on investment.

    Try Matomo for Free

    Get the web insights you need, without compromising data accuracy.

    No credit card required

    Return on ad spend

    Return on ad spend (ROAS) is similar to return on investment, but it measures the profitability of a specific ad or campaign.

    Calculate ROAS using the following formula :

    Return on ad Spend = revenue / ad cost

    ROAS = Revenue / Ad cost 

    A positive ROAS means you are making money. If you generate €3 for every €1 you spend on advertising, for example, there’s no reason to turn off that campaign. If you only make €1 for every €2 you spend, however, then you need to shut down the campaign or optimise it. 

    Bounce rate

    Bounce rate is the percentage of visitors who leave your site without taking another action. Calculate it using the following formula :

    Bounce rate = (Number of visitors who bounce / Total number of visitors) * 100

    Bounce rate = (Number of visitors who bounce / Total number of visitors) × 100

    Some portion of users will always leave your site immediately, but you should aim to make your bounce rate as low as possible. After all, every customer that bounces is a missed opportunity that you may never get again. 

    You can check the bounce rate for each one of your site’s pages using Matomo’s page analytics report. Web analytics tools like Google Analytics can track bounce rates for online stores also. 

    A screenshot of Matomo's page view report A screenshot of Matomo's page view report

    Bounce rate is calculated automatically. You can sort the list of pages by bounce rate allowing you to prioritise your optimisation efforts. 

    Don’t stop there, though. Explore bounce rate further by comparing your mobile bounce rate vs. desktop bounce rate by segmenting your traffic. This will highlight whether your mobile site needs improving. 

    Try Matomo for Free

    Get the web insights you need, without compromising data accuracy.

    No credit card required

    Click-through rate

    Your clickthrough rate (CTR) tells you the number of people who click on your ads as a percentage of total impressions. You can calculate it by dividing the number of clicks your ad gets by the total number of times people see it. 

    So the formula looks like this :

    Click-through Rate = (Number of clicks / Total impressions) × 100

    CTR (%) = (Number of clicks / Total impressions​) × 100

    If an ad gets 1,000 impressions and 10 people click on it, then the CTR will be 10/1,000 × 100 = 1%

    You don’t usually need to calculate your clickthrough rate manually, however. Most ad platforms like Google Ads will automatically calculate CTR.

    What is considered a good ecommerce sales conversion rate ?

    This question is so broad it’s almost impossible to answer. The thing is, sales conversion rates vary massively depending on the conversion event and the industry. A good conversion rate in one industry might be terrible in another. 

    That being said, research shows that the average website conversion rate across all industries is 2.35%. Of course, some websites convert much better than this. The same study found that the top 25% of websites across all industries have a conversion rate of 5.31% or higher. 

    How can you improve your conversion rate ?

    Ecommerce metrics don’t just let you track your campaign’s ROI, they help you identify ways to improve your campaign. 

    Use these five tips to start improving your marketing campaign’s conversion rates today :

    Run A/B tests

    The most effective way to improve almost all of the ecommerce metrics you track is to test, test, and test again.

    A/B testing or multivariate testing compares two different versions of the same content, such as a landing page or blog post. Seeing which version performs better can help you squeeze as many conversions as possible from your website and ad campaigns. But only if you test as many things as possible. This should include :

    • Ad placement
    • Ad copy
    • CTAs
    • Headlines
    • Straplines
    • Colours
    • Design

    To create and analyse tests and their results effectively, you’ll need either an A/B testing platform or a web analytics solution like Matomo, which offers one out of the box.

    A/B testing in Matomo analytics

    Matomo’s A/B Testing feature makes it easy to create and track tests over time, breaking down each test’s variations by the metrics that matter. It automatically calculates statistical significance, too, meaning you can be sure you’re making a change for the better. 

    Try Matomo for Free

    Get the web insights you need, without compromising data accuracy.

  • Top 5 Customer Segmentation Software in 2024

    12 mars 2024, par Erin

    In marketing, we all know the importance of reaching the right customer with the right message at the right time. That’s how you cut through the noise.

    For that, you need data on your customers — even though gathering the data is not enough. You can have all the data worldwide, but that raises an ethical responsibility and the need to make sense of it.

    Enter customer segmentation software — the answer to delivering personalised customer experiences at scale. 

    This article lists some of the best customer segmentation tools currently in the market. 

    We’ll also go over the benefits of using such tools and how you can choose the best one for your business.

    Let’s get started !

    What is customer segmentation software ?

    Customer segmentation software is a tool that helps businesses analyse customer data and group them based on common characteristics like age, income, and buying habits.

    The main goal of customer segmentation is to gain deeper insights into customer behaviours and preferences. This helps create targeted marketing and product strategies that fit each group and makes it easier to predict how customers will behave in the future.

    Different customer groups

    Benefits of a customer segmentation software

    Understanding your customers is the cornerstone of effective marketing, and customer segmentation software plays a pivotal role in this endeavour. 

    You can deliver more targeted and relevant marketing campaigns by dividing your audience into distinct groups based on shared characteristics. 

    Specifically, here are the main benefits of using customer segmentation tools :

    • Understand your audience better : The software helps businesses group customers with common traits to better understand their preferences and behaviour.
    • Make data-driven decisions : Base your business and marketing decisions on data analytics.
    • Aid product development : Insights from segmentation analytics can guide the creation of products that meet specific customer group needs.
    • Allocate your resources efficiently : Focusing on the customer segments that generate the most revenue leads to more effective and strategic use of your marketing resources.

    Best customer segmentation software in 2024 

    In this section, we go over the top customer segmentation tools in 2024. 

    We’ll look at these tools’ key features and pros and cons.

    1. Matomo

    Matomo dashboard

    Matomo is a comprehensive web analytics tool that merges traditional web analytics, such as tracking pageviews and visitor bounce rates, with more advanced web analytics features for tracking user behaviour. 

    With robust segmentation features, users can filter website traffic based on criteria such as location and device type, enabling them to analyse specific visitor groups and their behaviour. Users can create custom segments to analyse specific groups of visitors and their behaviour.

    Presenting as the ethical alternative to Google Analytics, Matomo emphasises transparency, 100% accurate data, and compliance with privacy laws.

    Key features

    • Heatmaps and Session Recordings : Matomo provides tools that allow businesses to understand website user interactions visually. This insight is crucial for optimising user experience and increasing conversions.
    • Form Analytics : This feature in Matomo tracks how users interact with website forms, helping businesses understand user behaviour in detail and improve form design and functionality.
    • User Flow Analysis : The tool tracks the journey of a website’s visitors, highlighting the paths taken and where users drop off. This is key for optimising website structure for better user experience and more conversions.
    • A/B Testing : Businesses can use Matomo to test different versions of web pages, determining which is more effective in driving conversions.
    • Conversion Funnels : This feature allows businesses to visualise and optimise the steps customers take toward conversion, identifying areas for improvement.

    Pros 

    • Affordability : With plans starting at $19 per month, Matomo is a cost-effective solution for CRO.
    • Free support : Matomo provides free email support to all Matomo Cloud users.
    • Open-source benefits : Being open-source, Matomo offers enhanced security, privacy, customisation options, and a supportive community.
    • Hosting options : Matomo is available either as a self-hosted solution or cloud-hosted.

    Cons

    • Cost for advanced features : Access to advanced features may incur additional costs for Matomo On-Premise users, although the On-Premise solution itself is free.
    • Technical knowledge required : The self-hosted version of Matomo requires technical knowledge for effective management.

    Try Matomo for Free

    Get the web insights you need, without compromising data accuracy.

    No credit card required

    2. Google Analytics 

    GA dashboard

    Google Analytics 4 (GA4) comprehensively understands website and app performance. It focuses on event-based data collection, allowing businesses to understand user interactions across platforms. 

    Similarly to Matomo, GA4 provides features that allow businesses to segment their audience based on various criteria such as demographics, behaviours, events, and more.

    Key features

    • Event-based tracking : GA4’s shift to an event-based model allows for a flexible and predictive analysis of user behaviour. This includes a detailed view of user interactions on websites and apps.
    • Machine Learning and Smarter Insights : GA4 uses machine learning to automatically detect trends, estimate purchase probabilities and provide marketing insights.
    • Google Ads integration : The integration with Google Ads in GA4 enables tracking customer interactions from first ad engagement, providing a holistic view of the customer experience across various platforms.
    • Customer-centric measurements : GA4 collects data as events, covering a wide range of user interactions and offering a comprehensive view of customer behaviour.
    • Pathing reports : GA4 introduces new pathing reports, allowing detailed user flow analysis through websites and apps.
    • Audiences and filters : GA4 allows the creation of audiences based on specific criteria and the application of filters to segment and refine data analysis.

    Pros 

    • Integration with various platforms, including Google Ads, enhances cross-platform user journey analysis.
    • GA4 has a clean reporting interface, making it easier for marketers to identify key trends and data irregularities.
    • Google Analytics has an active community with an abundance of educational resources available for users.

    Cons

    • Complexity for beginners : The wide range of features and new event-based model might overwhelm users new to analytics tools.
    • Dependence on machine learning : Reliance on machine learning for insights and predictions may require trust in the tool’s data processing and large volumes of traffic for accuracy.
    • Transition from UA to GA4 : Users familiar with Universal Analytics (UA) might find the transition to GA4 challenging due to differences in features and data models.

    3. HubSpot

    Hubspot dashboard

    HubSpot is a marketing and sales software that helps businesses attract visitors and turn them into paying customers. 

    It supports various business processes, from social media posts to email marketing, sales, and customer service. HubSpot organises and tracks user interactions across different channels, providing a unified and efficient approach to customer relationship management (CRM) and customer segmentation.

    Businesses can leverage HubSpot’s customer segmentation through lists, workflows, and smart content.

    Key features

    • Integration capabilities : HubSpot offers over 1,000 integrations in its ecosystem, ensuring seamless connectivity across various marketing, sales, and service tools, which helps maintain data consistency and reduces manual efforts.
    • Segmentation and personalisation : HubSpot allows businesses to deliver personalised content and interactions based on customer behaviour and preferences, using its robust CRM features and advanced automation capabilities.

    Pros 

    • Comprehensive support : HubSpot offers a range of support options, including a knowledge base, real-time chat, and more.
    • User-friendly interface : The platform is designed for ease of use, ensuring a smooth experience even for less tech-savvy users.
    • Personalisation capabilities : HubSpot provides personalised marketing, sales and service experiences, leveraging customer data effectively.

    Cons

    • High price point : HubSpot can be expensive, especially as you scale up and require more advanced features.
    • Steep learning curve : For businesses new to such comprehensive platforms, there might be an initial learning curve to utilise its features effectively.

    4. Klaviyo

    Klaviyo dashboard

    Klaviyo is a marketing automation software primarily focused on email and SMS messaging for e-commerce businesses. It’s designed to personalise and optimise customer communication. 

    Klaviyo integrates with e-commerce platforms like Shopify, making it a go-to solution for online stores. Its strength lies in its ability to use customer data to deliver targeted and effective marketing campaigns.

    Key features

    • Email marketing automation : Klaviyo allows users to send automated and personalised emails based on customer behaviour and preferences. This feature is crucial for e-commerce businesses in nurturing leads and maintaining customer engagement.
    • SMS marketing : It includes SMS messaging capabilities, enabling businesses to engage customers directly through text messages.
    • Segmentation and personalisation : Klaviyo offers advanced segmentation tools that enable businesses to categorise customers based on their behaviour, preferences and purchase history, facilitating highly targeted marketing efforts.
    • Integration with e-commerce platforms : Klaviyo integrates with popular e-commerce platforms like Shopify, Magento, and WooCommerce, allowing easy data synchronisation and campaign management.

    Pros 

    • Enhanced e-commerce integration : Klaviyo’s deep integration with e-commerce platforms greatly benefits online retailers regarding ease of use and campaign effectiveness.
    • Advanced segmentation and personalisation : The platform’s strong segmentation capabilities enable businesses to tailor their marketing messages more effectively.
    • Robust automation features : Klaviyo’s automation tools are powerful and user-friendly, saving time and improving marketing efficiency.

    Cons

    • Cost : Klaviyo can be more expensive than other options in this list, particularly as you scale up and add more contacts.
    • Complexity for beginners : The platform’s wide range of features and advanced capabilities might overwhelm beginners or small businesses with simpler needs.

    5. UserGuiding

    UserGuiding dashboard

    UserGuiding is a no-code product adoption tool that lets businesses create in-app user walkthroughs, guides, and checklists to onboard, engage, and retain users.

    UserGuiding facilitates customer segmentation by enabling businesses to create segmented onboarding flows, analyse behavioural insights, deliver personalised guidance, and collect feedback tailored to different user segments.

    Key features

    • In-app walkthroughs, guides and checklists : UserGuiding has multiple features that can promote product adoption early in the user journey.
    • In-app messaging : UserGuiding offers in-app messaging to help users learn more about the product and various ways to get value.
    • User feedback : UserGuiding allows businesses to gather qualitative feedback to streamline the adoption journey for users.

    Pros 

    • User-friendly interface
    • Customisable onboarding checklists
    • Retention analytics

    Cons

    • Need for technical expertise to maximise all features
    • Limited customisation options for less tech-savvy users

    What to look for in a customer segmentation software 

    When choosing a customer segmentation software, choosing the right one for your specific business needs is important. 

    Here are a few factors to consider when choosing your customer segmentation tool :

    1. Ease of use : Select a tool with an intuitive interface that simplifies navigation. This enhances the user experience, making complex tasks more manageable. Additionally, responsive customer support is crucial. It ensures that issues are promptly resolved, contributing to a smoother operation.
    2. Scalability and flexibility : Your chosen tool should adjust to your needs. A flexible tool like Matomo can adjust to your growing requirements, offering capabilities that evolve as your business expands.
    3. Integration capabilities : The software should seamlessly integrate with your existing systems, such as CRM, marketing, and automation platforms. 
    4. Advanced analytics and reporting : Assess the software’s capability to analyse and interpret complex data sets, without relying on machine learning to fill data gaps. A robust tool should provide accurate insights and detailed reports, enabling you to make informed decisions based on real data.
    5. Privacy and security considerations : Data security is paramount in today’s digital landscape. Look for features like data encryption, security storage, and adherence to privacy standards like GDPR and CCPA compliance
    6. Reviews and recommendations : Before making a decision, consider the reputation of the software providers. Look for reviews and recommendations from other users, especially those in similar industries. This can provide real-world insights into the software’s performance and reliability.
    List of factors to consider in a customer segmentation tool

    Leverage Matomo’s segmentation capabilities to deliver personalised experiences

    Segmentation is the best place to start if you want to deliver personalised customer experiences. There are several customer segmentation software in the market. But they’re not all the same.

    In this article, we reviewed the top segmentation tools — based on factors like their user base, features, and ethical data privacy considerations.

    Ideally, you want a tool to support your evolving business and segmentation needs. Not to mention one that cares about your customers’ privacy and ensures you stay compliant. 

    Enter Matomo at the top of the list. You can leverage Matomo’s accurate insights and comprehensive segmentation capabilities without compromising on privacy. Try it free for 21-days. No credit card required.