Google Analytics 4 (GA4) Essential Training vs SEO Certification
Same Bayesian formula, same rubric — so the difference in scores reflects the difference in the courses, not the difference in how we evaluated them.
LinkedIn Learning · Corey Koberg · Business & Marketing
Google Analytics 4 (GA4) Essential Training
HubSpot Academy · Business & Marketing
SEO Certification
Per-criterion
Covers the full essential GA4 surface — account setup, GA4 vs. Universal Analytics, enhanced measurement, lifecycle and user reports, segments, and funnel analysis — in under two hours. Production is clean, but the pace is brisk and demonstrations occasionally move faster than beginners can follow.
Corey Koberg is a founder-level digital analytics practitioner (Cardinal Path / Merkle) with 15+ years of enterprise engagements. Reviewers call his explanations clear and well-exampled, though several flag that his on-screen pace is fast and the cursor is hard to track during demos.
Included in the LinkedIn Learning subscription (~$40/month); standalone the course is listed around $39.99. Many US learners reach it free through public libraries. For under two hours of video it is excellent value inside the subscription, thinner as a one-off purchase.
Gives a usable mental model — measure → report → segment → analyse — and walks the live GA4 interface end to end. But it is conceptual more than hands-on; it shows the tool rather than drilling exercises, and stops short of GTM, custom events, and BigQuery export depth.
GA4 is the de facto web analytics standard, so the skill transfers directly to marketing, founder, and analyst work. The honest risk is shelf life: GA4's interface changes often, and a 2023-era course ages faster than evergreen marketing fundamentals.
Eight lessons and 26 videos give clean, well-structured coverage of search fundamentals, on-page and technical SEO, keyword research, link building, and structured data. Production and clarity are strong, but the depth stops at introductory and several modules lean toward HubSpot's inbound framing rather than execution.
Lessons are delivered by HubSpot Academy professors with a clear, approachable teaching style that beginners consistently praise. There is less external practitioner depth than HubSpot's social or content certifications, and experienced SEOs find the instruction conceptual rather than hands-on.
Entirely free — course, exam, and shareable certificate with only an email signup. No audit-versus-paid split. The zero-cost structure is the single most cited reason reviewers recommend it, even those who criticise its depth.
Useful frameworks for title tags, meta descriptions, keyword intent, topic clusters, and reporting via Google Analytics and Search Console. Critics note the course is heavily theory-driven and light on hands-on implementation, so frameworks need supplementing with real practice.
Good grounding for content marketers and copywriters who touch SEO, and the SERP and on-page lessons transfer directly. But SEO changes fast, advanced technical and programmatic topics are absent, and the certificate carries modest hiring weight versus Google or hands-on portfolios.
Scoring methodology applies identically to every course on the site — see the formula.