show you how to investigate, including: ➔ A trusted framework for conducting a comprehensive SEO investigation ➔ The different factors to investigate & what to look for
SEO issue if there are… 6 Gray Dot Co BIG DATA DISCREPANCIES GSC metrics are vastly different than internal analytics. TRAFFIC LOSS ACROSS CHANNELS Signals an issue with analytics tracking code or tag manager implementation.
7 Gray Dot Co Incorrect GDPR compliance banner implementation Site lost 95% of user data for EU countries Migration gone wrong Tracking code was removed and not caught for 30+ days Improper custom event config Poorly tagged event caused ALL traffic to look like returning traffic UTMs in the nav After a single page, every user journey was overwritten to be direct
The value of traffic is in conversions. • When conversions aren’t impacted, it could be okay not to take any action. • The sources of greatest conversion loss should always get attention first.
• 50M+ URLs • 200+ languages • Documentation site ◦ priority metrics are related to brand recall & authority ◦ aka not the standard conversion/transaction model Top questions: • Was the CTR decline caused by a botched migration? ◦ aka is there a tech problem? • The money question: How do we get our ~14% CTR back?
DECLINES HAPPENING? We dug into GSC data to find patterns to isolate what sections of the site were impacted by the CTR decline. Methods to do this at scale: • Machine learning libraries that specialize in data anomaly detection ◦ Isolation forest ◦ Density-based approaches (my favorite for visuals) ◦ Gaussian mixture model
Isolated to countries where the most commonly used languages are English and Spanish • Ran clustering models on related topics, and compared to the previous domain performance Y’all, I can’t make this up…