iblai/vibe-marketing · Archived
iblai-marketing-analytics-tracking
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wa…
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Marketing
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First seen Aug 2, 2026
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Entire repo (global)
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SKILL.md
/iblai-marketing-analytics-tracking
Set up analytics tracking that drives marketing and product decisions. Skip vanity events; track what changes how the team operates.
Step 0: Context Check
Read .agents/product-marketing-context.md (or .claude/product-marketing-context.md on older setups) first. Only ask for what isn't there.
Before implementing, pin down:
Business context — which decisions does this data drive? What counts as a conversion?
Current state — what tracking already exists? Which tools?
Technical context — stack, privacy and compliance requirements.
Core Principles
Track for decisions, not data. Every event informs an action. Quality beats quantity.
Start with questions. What do you need to know? What will you do with the answer? Work backward to the events.
Name things consistently. Set conventions before implementing. Document everything.
Maintain data quality. Validate, monitor, clean. Clean data beats more data.
Tracking Plan Framework
Structure
Event Name | Category | Properties | Trigger | Notes
---------- | -------- | ---------- | ------- | -----
Event Types
Type
Examples
Pageviews
Automatic, enhanced with metadata
User Actions
Button clicks, form submissions, feature usage
System Events
Signup completed, purchase, subscription changed
Custom Conversions
Goal completions, funnel stages
Comprehensive event lists: [references/event-library.md](references/event-library.md).
Event Naming Conventions
Format: Object-Action
signup_completed
button_clicked
form_submitted
article_read
checkout_payment_completed
Rules
Lowercase with underscores
Be specific: ctahero clicked, not button_clicked
Push context into properties, not the event name
No spaces, no special characters
Document every decision
Essential Events
Marketing Site
Event
Properties
cta_clicked
button_text, location
form_submitted
form_type
signup_completed
method, source
demo_requested
-
Product/App
Event
Properties
onboardingstep completed
stepnumber, step name
feature_used
feature_name
purchase_completed
plan, value
subscription_cancelled
reason
Full library by business type: [references/event-library.md](references/event-library.md).
Event Properties
Standard Properties
Category
Properties
Page
pagetitle, page location, page_referrer
User
userid, user type, accountid, plan type
Campaign
source, medium, campaign, content, term
Product
productid, product name, category, price
Rules
Consistent property names everywhere
Include relevant context
Don't duplicate automatic properties
No PII in properties
GA4 Implementation
Quick Setup
Create GA4 property and data stream
Install gtag.js or GTM
Enable enhanced measurement
Configure custom events
Mark conversions in Admin
Custom Event Example
gtag('event', 'signup_completed', {
'method': 'email',
'plan': 'free'
});
Detailed setup: [references/ga4-implementation.md](references/ga4-implementation.md).
Google Tag Manager
Container Structure
Component
Purpose
Tags
Code that executes (GA4, pixels)
Triggers
When tags fire (page view, click)
Variables
Dynamic values (click text, data layer)
Data Layer Pattern
dataLayer.push({
'event': 'form_submitted',
'form_name': 'contact',
'form_location': 'footer'
});
Detailed setup: [references/gtm-implementation.md](references/gtm-implementation.md).
UTM Parameters
Standard Set
Parameter
Purpose
Example
utm_source
Traffic source
google, newsletter
utm_medium
Marketing medium
cpc, email, social
utm_campaign
Campaign name
spring_sale
utm_content
Differentiate versions
hero_cta
utm_term
Paid search keywords
running+shoes
Conventions
Lowercase everything
Underscores or hyphens — pick one
Specific but concise (blogfooter cta, not cta1)
Document UTMs in a single spreadsheet
Debugging and Validation
Testing Tools
Tool
Use For
GA4 DebugView
Real-time event monitoring
GTM Preview Mode
Test triggers before publishing
Browser Extensions
Tag Assistant, dataLayer Inspector
Validation Checklist
Common Issues
Issue
Check
Events not firing
Trigger config, GTM loaded
Wrong values
Variable path, data layer structure
Duplicate events
Multiple containers, trigger firing twice
Privacy and Compliance
Rules
Cookie consent required in EU/UK/CA
No PII in analytics properties
Configure data-retention windows
Support user deletion
Implementation
Consent mode (wait for consent)
IP anonymization
Collect only what you need
Wire to a consent management platform
Output Format
Tracking Plan Document
# [Site/Product] Tracking Plan
## Overview
- Tools: GA4, GTM
- Last updated: [Date]
## Events
| Event Name | Description | Properties | Trigger |
|------------|-------------|------------|---------|
| signup_completed | User completes signup | method, plan | Success page |
## Custom Dimensions
| Name | Scope | Parameter |
|------|-------|-----------|
| user_type | User | user_type |
## Conversions
| Conversion | Event | Counting |
|------------|-------|----------|
| Signup | signup_completed | Once per session |
Task-Specific Questions
What tools are you using (GA4, Mixpanel, etc.)?
What key actions do you want to track?
What decisions will this data inform?
Who implements — dev team or marketing?
Are there privacy/consent requirements?
What's already tracked?
Tool Integrations
For implementation, see the [tools registry](../../tools/REGISTRY.md). Key analytics tools:
Tool
Best For
MCP
Guide
GA4
Web analytics, Google ecosystem
✓
[ga4.md](../../tools/integrations/ga4.md)
Mixpanel
Product analytics, event tracking
-
[mixpanel.md](../../tools/integrations/mixpanel.md)
Amplitude
Product analytics, cohort analysis
-
[amplitude.md](../../tools/integrations/amplitude.md)
PostHog
Open-source analytics, session replay
-
[posthog.md](../../tools/integrations/posthog.md)
Segment
Customer data platform, routing
-
[segment.md](../../tools/integrations/segment.md)
Related Skills
iblai-marketing-ab-test-setup : For experiment tracking
iblai-marketing-seo-audit : For organic traffic analysis
iblai-marketing-page-cro : For conversion optimization (uses this data)
iblai-marketing-revops : For pipeline metrics, CRM tracking, and revenue attribution