Overview
Analytics Validation is vital for data-driven organizations to ensure accuracy and reliability. It provides trustworthy insights into customer experiences, enabling better decision-making.
Reliable data builds stakeholder trust, enhances organizational credibility, and optimizes marketing strategies by identifying effective tactics, improving ROI. Additionally, it reduces errors, saving time and resources while maximizing the analytics budget.
Best Practices & Implementation
Audits
We recommend creating a daily Audit that focuses on the pages that receive 98% of visitor traffic. By concentrating on these high-traffic pages, you maximize the return on investment (ROI) for your scanning resources, ensuring that the most critical areas of your site are continuously monitored for issues.
We also recommend a weekly Audit to scan all pages to catch issues like missing or broken tags that may not appear in the reports for your most visited pages.
Analytics Validation in Audits
Journeys
After identifying the web properties requiring monitoring, create Journeys that outline the top 5-10 user flows for each property. These Journeys represent the key conversion paths users take on your site.
Prioritize Journeys that align with your key performance indicators (KPIs) to focus on the most impactful areas of your site. Regularly run these Journeys, ideally daily, to catch and resolve issues quickly, minimizing their impact on visitors.
To simplify the creation and management of these Journeys, use Action Sets like accepting cookies, logging in, or running custom JavaScript snippets. This approach streamlines maintenance and enhances efficiency.
If needed, leverage support from our team for assistance in setting up or troubleshooting Journeys, and use video recordings to accelerate the documentation (tools like Loom or Vidyard are recommended). Ensure monitoring is enabled for the most critical Journeys.
Analytics Validation in Journeys
Standards
ObservePoint Standards define expectations for the data being collected, focusing on Tag & Variable Rules and Alerts for Analytics validation.
Tag & Variable Rules set specific requirements, such as ensuring Google Analytics is present on every page and variables, while Alerts provide notifications for critical Audit metrics. Begin by creating a global "pageview analytics" rule with key variables like page name or unique identifiers, then develop rules for conversion events and data layer mapping to ensure accurate data capture.
Set up Alerts for duplicate tags, broken tags, console errors, and slow-loading tags to maintain robust analytics. These steps establish a foundation for reliable insights into user behavior and campaign performance.
Standards - Analytics Validation
HAR Upload
ObservePoint's HAR Upload solution processes .har files containing network log data, enabling efficient testing of analytics implementations by highlighting failed Tag & Variable conditions. While users must manually generate .har files using proxy tools like Charles Proxy or Proxyman, or export them from Device Farms such as BrowserStack, SauceLabs; the solution reduces the time and errors involved in analyzing complex network request logs.
Start by creating “Device” profiles for your mobile apps, mapping critical user flows, and generating .har files for key test cases. Upload these files to ObservePoint, apply relevant Tag & Variable Rules for conversion events, and ensure testing is repeated with every app release to maintain analytics accuracy.
HAR files Upload
File Substitution
File Substitution enables swapping JavaScript files in a test environment, allowing you to assess changes without affecting customer experiences. This feature is ideal for testing analytics validation by identifying issues before they impact production.
A common use case is replacing the production Tag Management System with a test version during Audits to verify changes before publishing. It is also valuable for migrating to a new Tag Management System by substituting the current system’s request URL with the future system’s URL. To ensure success, apply Tag & Variable Rules or analyze Audit results to confirm no major errors occur.
File Substitution - Analytics Validation
Landing Pages - Emails & Ads
Landing pages are crucial to digital demand strategies due to the significant resources driving traffic to them, making accurate analytics validation essential for measuring campaign performance and user behavior. To ensure data reliability, collaborate with your team to compile a list of landing pages and run daily Audits.
Set Tag & Variable Rules and Alerts for scenarios such as lost query parameters after redirects, analytics tags capturing query parameters, 404 errors, broken links, and slow page load times (e.g. exceeding 2.5 seconds for Largest Contentful Paint). These practices help maintain accurate analytics and monitor landing page performance effectively.
Email marketing programs often overlook the need to validate the landing pages linked within their campaigns, focusing only on the email content itself. ObservePoint simplifies this by allowing you to send emails to a designated inbox, automatically extracting all links and using them as Starting URLs for Audits.
By applying appropriate standards, this process saves time, ensures landing page accuracy, and improves conversion rates. Recommended Alerts for these Audits include lost query parameters after redirects, missing or incorrect analytics tags, 404 errors, broken links, and slow load times.
Landing Page Validation - Ads
Landing Page Validation - Email
Lower Environment Testing
Validating analytics in lower environments like development, staging, or QA is crucial to identify and fix errors before deploying to production. ObservePoint supports multiple authentication methods for scanning these environments during Audits and Journeys, detailed in this help document.
Collaborate with your IT team to choose a suitable method, as most will find an acceptable option. Additional training on testing in lower environments is provided in the Implementation section of the training module.
Lower Environment Testing
Continuous Integration and Continuous Delivery (CI/CD)
Integrating testing with CI/CD tools standardizes analytics validation, ensuring testing aligns with recent changes in lower and production environments. This integration provides faster feedback and alerts for issues before they impact site visitors.
Coordination with IT teams managing the pipeline is essential, but avoid requesting deployment delays for ObservePoint results to prevent disrupting their schedules. This approach enhances efficiency while maintaining seamless deployment processes.
CI/CD Integration
ClickAll+ Solution
Audits and Journeys validate marketing and analytics data, and ObservePoint's ClickAll+ Solution enhances these capabilities by enabling interaction with elements across many pages and testing associated conversion events.
Though implementation may be complex, this feature is essential for validating clicks, form submissions, and large-scale interactions. Follow the detailed implementation guide and seek assistance from the ObservePoint team if needed.
ClickAll+ Solution Implementation Guide
Conclusion
Analytics Validation is essential for data-driven organizations, ensuring accurate, reliable insights into customer experiences for better decision-making. Over the years, ObservePoint has helped countless customers accelerate their ability to test and monitor analytics technologies on their websites.
We have gathered all this information in a certification course within ObservePoint Academy. We encourage anyone who masters all this information to access this link and get the certification.