Make GA4 usable by fixing event naming, parameters, and conversions
GA4 is event-based and flexible—but teams often ship messy event names, missing parameters, and inconsistent conversions. This recipe audits your event taxonomy and produces a clean naming standard, a conversion map, and a QA checklist.
Audit our GA4 event taxonomy and propose a clean standard. Deliver: - Event naming convention (with format rules and examples) - Required parameters dictionary (per funnel stage) - Conversion/key-event map (event → business outcome) - QA checklist (pre-release + weekly monitoring) - Governance rules (who can create events, deprecation process) Inputs: - Business type + funnel stages: - Existing events (paste list or top 50): - Key events/conversions: - How events are implemented (GTM/gtag): - Known pain points:
This recipe turns GA4 "event soup" into a maintainable measurement layer.
Diagnose missing conversions and "flying blind" measurement fast
Use this when the numbers don't match: ad platforms over/under-report, GA4 looks off, CRM revenue doesn't reconcile, or privacy changes (ATT/cookie loss/consent) have degraded tracking. It produces a root-cause shortlist, a "what to trust" guidance note, and a prioritized fix plan.
Rebuild measurement around first-party data, consent, and signal loss
Create a privacy-first measurement architecture that accepts signal loss as permanent: define a durable KPI stack, implement consent-aware tracking priorities, and choose when to use modeled vs deterministic data. Outputs a blueprint plus an implementation backlog for a quarter.
Label mistakes so patterns become obvious
Traders often report that profitability improved only after tracking mistakes (not just P&L). This recipe forces a mistake tag on every trade and compiles a mistake leaderboard.
Converts tags + stats into one concrete rule change
Traders often recommend a weekly review to spot repetitive patterns (revenge trades after first loss, overtrading during lunch, etc.). This recipe compiles the week into a short brief and proposes one fix.