Turn Google Analytics Into Answers

GA4 replaced Universal Analytics in 2023, and most marketers still struggle with the transition. The interface prioritises exploration-style reports that require technical setup over the simple dashboards that Universal Analytics provided by default. This means the data is better (event-based tracking captures more nuance), but accessing it is harder.

The reports that matter most for routine business decisions are simpler than GA4's interface suggests. Traffic by source and medium tells you where visitors come from. Landing page performance tells you which content brings people in. User acquisition versus traffic acquisition distinguishes between first-time visitors and repeat sessions. Conversion events by channel tell you which sources drive actual business outcomes, not just pageviews.

Period-over-period comparison is where GA4 data becomes genuinely powerful. Knowing that organic traffic is 12,000 this month means nothing without context. Knowing it was 10,200 last month and 8,900 the month before reveals a growth trend that justifies continued SEO investment. Conversely, if paid traffic is flat month-over-month despite a 20% budget increase, something is wrong with campaign efficiency. The challenge is that building these comparisons in GA4 requires creating explorations with multiple segments and date comparisons, which takes 15 to 20 clicks per report. Most teams default to checking the real-time dashboard, which tells you almost nothing useful for decision-making. Getting GA4 data as structured tables that an AI can interpret means asking the question you actually care about and getting a direct answer.