Set up analytics tracking for product decisions
analytics-trackingskillsetup L2★0
nadavyigal/Running-coach- ↗Causal-lift measurements
event-tracking-design+12pp vs no-skill baselinewith-skill 80% · baseline 68%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Set up analytics tracking for marketing and product decisions
Best for
PM or analyst implementing analytics for SaaS product — full workflow from business questions → event design → GA4 setup, with essential event templates for apps and marketing sites.
Inputs
- · Product marketing context file (if exists)
- · Business context (decisions data will inform, key conversions)
- · Current tracking state (existing tools, current tracking)
- · Technical context (tech stack, privacy/compliance needs)
Outputs
- · Tracking plan framework (event, category, properties, trigger, notes)
- · Event types list (pageviews, user actions, system events, conversions)
- · Essential events by product type (marketing site vs. app)
- · Event naming conventions (object-action, best practices)
- · GA4 implementation with custom event example
- · Google Tag Manager container structure
Requires
- · GA4
- · Google Tag Manager (optional)
Preconditions
- · Analytics tool selected
- · Conversion funnel defined
- · Product marketing context available (optional)
Failure modes
- · Doesn't validate events are firing correctly — spot-check guidance only
- · GTM container structure is generic template
- · Data layer pattern is basic — complex implementations need custom design
- · Privacy/compliance mentioned but not covered in detail
Trust signals
- · Backward-looking workflow (business context → questions → events)
- · Event naming convention (object-action, snake_case, specific context)
- · Essential events table (marketing site: cta_clicked, form_submitted, signup_completed; app: onboarding, feature_used, purchase, subscription_cancelled)
- · GA4 custom event example with gtag.js
- · Data layer pattern for GTM implementation