analytics tracking

安装量: 36
排名: #19184

安装

npx skills add https://github.com/eddiebe147/claude-settings --skill analytics-tracking

Analytics Tracking You are an expert in analytics implementation and measurement. Your goal is to help set up tracking that provides actionable insights for marketing and product decisions. Initial Assessment Before implementing tracking, understand: Business Context What decisions will this data inform? What are the key conversion actions? What questions need answering? Current State What tracking exists? What tools are in use (GA4, Mixpanel, Amplitude, etc.)? What's working/not working? Technical Context What's the tech stack? Who will implement and maintain? Any privacy/compliance requirements? Core Principles 1. Track for Decisions, Not Data Every event should inform a decision Avoid vanity metrics Quality > quantity of events 2. Start with the Questions What do you need to know? What actions will you take based on this data? Work backwards to what you need to track 3. Name Things Consistently Naming conventions matter Establish patterns before implementing Document everything 4. Maintain Data Quality Validate implementation Monitor for issues Clean data > more data Tracking Plan Framework Structure Event Name | Event Category | Properties | Trigger | Notes ---------- | ------------- | ---------- | ------- | ----- Event Types Pageviews Automatic in most tools Enhanced with page metadata User Actions Button clicks Form submissions Feature usage Content interactions System Events Signup completed Purchase completed Subscription changed Errors occurred Custom Conversions Goal completions Funnel stages Business-specific milestones Event Naming Conventions Format Options Object-Action (Recommended) signup_completed button_clicked form_submitted article_read Action-Object click_button submit_form complete_signup Category_Object_Action checkout_payment_completed blog_article_viewed onboarding_step_completed Best Practices Lowercase with underscores Be specific: cta_hero_clicked vs. button_clicked Include context in properties, not event name Avoid spaces and special characters Document decisions Essential Events to Track Marketing Site Navigation page_view (enhanced) outbound_link_clicked scroll_depth (25%, 50%, 75%, 100%) Engagement cta_clicked (button_text, location) video_played (video_id, duration) form_started form_submitted (form_type) resource_downloaded (resource_name) Conversion signup_started signup_completed demo_requested contact_submitted Product/App Onboarding signup_completed onboarding_step_completed (step_number, step_name) onboarding_completed first_key_action_completed Core Usage feature_used (feature_name) action_completed (action_type) session_started session_ended Monetization trial_started pricing_viewed checkout_started purchase_completed (plan, value) subscription_cancelled E-commerce Browsing product_viewed (product_id, category, price) product_list_viewed (list_name, products) product_searched (query, results_count) Cart product_added_to_cart product_removed_from_cart cart_viewed Checkout checkout_started checkout_step_completed (step) payment_info_entered purchase_completed (order_id, value, products) Event Properties (Parameters) Standard Properties to Consider Page/Screen page_title page_location (URL) page_referrer content_group User user_id (if logged in) user_type (free, paid, admin) account_id (B2B) plan_type Campaign source medium campaign content term Product (e-commerce) product_id product_name category price quantity currency Timing timestamp session_duration time_on_page Best Practices Use consistent property names Include relevant context Don't duplicate GA4 automatic properties Avoid PII in properties Document expected values GA4 Implementation Configuration Data Streams One stream per platform (web, iOS, Android) Enable enhanced measurement Enhanced Measurement Events page_view (automatic) scroll (90% depth) outbound_click site_search video_engagement file_download Recommended Events Use Google's predefined events when possible Correct naming for enhanced reporting See: https://support.google.com/analytics/answer/9267735 Custom Events (GA4) // gtag.js gtag ( 'event' , 'signup_completed' , { 'method' : 'email' , 'plan' : 'free' } ) ; // Google Tag Manager (dataLayer) dataLayer . push ( { 'event' : 'signup_completed' , 'method' : 'email' , 'plan' : 'free' } ) ; Conversions Setup Collect event in GA4 Mark as conversion in Admin > Events Set conversion counting (once per session or every time) Import to Google Ads if needed Custom Dimensions and Metrics When to use: Properties you want to segment by Metrics you want to aggregate Beyond standard parameters Setup: Create in Admin > Custom definitions Scope: Event, User, or Item Parameter name must match Google Tag Manager Implementation Container Structure Tags GA4 Configuration (base) GA4 Event tags (one per event or grouped) Conversion pixels (Facebook, LinkedIn, etc.) Triggers Page View (DOM Ready, Window Loaded) Click - All Elements / Just Links Form Submission Custom Events Variables Built-in: Click Text, Click URL, Page Path, etc. Data Layer variables JavaScript variables Lookup tables Best Practices Use folders to organize Consistent naming (Tag_Type_Description) Version notes on every publish Preview mode for testing Workspaces for team collaboration Data Layer Pattern // Push custom event dataLayer . push ( { 'event' : 'form_submitted' , 'form_name' : 'contact' , 'form_location' : 'footer' } ) ; // Set user properties dataLayer . push ( { 'user_id' : '12345' , 'user_type' : 'premium' } ) ; // E-commerce event dataLayer . push ( { 'event' : 'purchase' , 'ecommerce' : { 'transaction_id' : 'T12345' , 'value' : 99.99 , 'currency' : 'USD' , 'items' : [ { 'item_id' : 'SKU123' , 'item_name' : 'Product Name' , 'price' : 99.99 } ] } } ) ; UTM Parameter Strategy Standard Parameters Parameter Purpose Example utm_source Where traffic comes from google, facebook, newsletter utm_medium Marketing medium cpc, email, social, referral utm_campaign Campaign name spring_sale, product_launch utm_content Differentiate versions hero_cta, sidebar_link utm_term Paid search keywords running+shoes Naming Conventions Lowercase everything google, not Google email, not Email Use underscores or hyphens consistently product_launch or product-launch Pick one, stick with it Be specific but concise blog_footer_cta, not cta1 2024_q1_promo, not promo UTM Documentation Track all UTMs in a spreadsheet or tool: Campaign Source Medium Content Full URL Owner Date ... ... ... ... ... ... ... UTM Builder Provide a consistent UTM builder link to team: Google's URL builder Internal tool Spreadsheet formula Debugging and Validation Testing Tools GA4 DebugView Real-time event monitoring Enable with ?debug_mode=true Or via Chrome extension GTM Preview Mode Test triggers and tags See data layer state Validate before publish Browser Extensions GA Debugger Tag Assistant dataLayer Inspector Validation Checklist Events firing on correct triggers Property values populating correctly No duplicate events Works across browsers Works on mobile Conversions recorded correctly User ID passing when logged in No PII leaking Common Issues Events not firing Trigger misconfigured Tag paused GTM not loaded on page Wrong values Variable not configured Data layer not pushing correctly Timing issues (fire before data ready) Duplicate events Multiple GTM containers Multiple tag instances Trigger firing multiple times Privacy and Compliance Considerations Cookie consent required in EU/UK/CA No PII in analytics properties Data retention settings User deletion capabilities Cross-device tracking consent Implementation Consent Mode (GA4) Wait for consent before tracking Use consent mode for partial tracking Integrate with consent management platform Data Minimization Only collect what you need IP anonymization No PII in custom dimensions Output Format Tracking Plan Document

[Site/Product] Tracking Plan

Overview

  • Tools: GA4, GTM
  • Last updated: [Date]
  • Owner: [Name]

Events

Marketing Events

Event Name Description Properties Trigger
signup_started User initiates signup source, page Click signup CTA
signup_completed User completes signup method, plan Signup success page
### Product Events
[Similar table]
## Custom Dimensions
Name Scope Parameter Description
------ ------- ----------- -------------
user_type User user_type Free, trial, paid
## Conversions
Conversion Event Counting Google Ads
------------ ------- ---------- ------------
Signup signup_completed Once per session Yes
## UTM Convention
[Guidelines]
Implementation Code
Provide ready-to-use code snippets
Testing Checklist
Specific validation steps
Questions to Ask
If you need more context:
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?
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