Quality Assurance Audit your Analytics Data for Accuracy, Completeness, and Quality, Trust your Data
- Second (expert) set of eyes to QA your data
- Troubleshoot, problem-solve, document and work through data issues
- Work with vendors as a team to ensure data is flowing
- Avoid gaps in tracking skew your data and make bad advertising budget decisions
Google Analytics 4, Adobe Analytics & Piwik Audit Service
- Audit of account, property, data stream, conversions, dimensions, etc
- Ensure important events and custom attributes are being sent to analytics tool from the tag manager, matching the measurement plan
- Product linking validation (BigQuery, Google Ads, Search Console, etc)
- Proper currency, data retention, timezone, etc are set correctly
- User management and governance
- Campaign tracking following a set standard
Google Tag Manager and Adobe Tags Audit and Debugging
- Path to completion, funnel step QA
- Resolve there are no data gaps
- E-commerce cart process testing
- Ensure tag presence either site wide tags or specific points of conversion
- Check for data leaks (ie former vendor tags still firing or tag piggybacking) as well as inflated counts caused by duplicate tags
- Ensure tag and page load times are kept to the minimum
Step by step debugging of processes such as add-to-cart all the way to purchase or other conversion funnel steps to ensure all tags and variables are firing as expected
Data Stewardship Audit Case Study
The client received a report by a programmatic vendor claiming a relatively large number of conversions to which the client wasn’t sure and called us to run a third party audit as the internal analytics team ran out of ideas to test, also it is a good measure that a second independent set of eyes review, it’s best practice in big corp analytics.
The client needed to confirm to which channel to give attribution, therefore invest marketing dollars and this was a critical moment as the client was about to sign for renewal with this programmatic vendor.
Our Analytics Troubleshooting Process
Established our Role in the Analytics Audit Process
Tested Analytics Attribution Using Campaign Parameters
Got Data Count Benchmarks
Shared Analytics Audit Results
This confirmed that GA4 wasn’t somehow just ignoring or sending TTD traffic to another channel (such as direct or hidden somewhere else). With this test also we gained more confidence that GA4 was tracking correctly helping employees trust more in the data and use it.
Bonus Deep Dive Analytics QA Findings Not Directly Related to Initial Request
When cross inspecting GA4 (client) vs the DCM and TTD (reports shared by the vendor) we noticed that TTD had what it looked like inflated amounts in the purchase dimension that exactly matched what was recorded in GA4 and DCM with a pattern to multiply by 3 therefore inflating purchase counts by a lot.
We also noticed that big ticket purchases in amount ($25K +) were being attributed to referring domains that may not make a lot of sense given the context and there were many of them
The client received a report by a programmatic vendor claiming a relatively large number of conversions to which the client wasn’t sure and called us to run a third party audit as the internal analytics team ran out of ideas to test, also it is a good measure that a second independent set of eyes review, it’s best practice in big corp analytics.
The client needed to confirm to which channel to give attribution, therefore invest marketing dollars and this was a critical moment as the client was about to sign for renewal with this programmatic vendor.
What our Analytics QA and Troubleshooting Deliverable Meant to our Client
We delivered documentation showing the discrepancies across tools and with that information empowered the client giving leverage in negotiations as was able to get a significant amount of credits for the dubious conversions. Also after the analytics audit and conversation the vendor showed improvement in the context and site authority where the ads were displayed.
Our work resulted in less false leads, less revenue attributed to the channel and better exposure to relevant websites to show ads.