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kostja94

ai-traffic-tracking

by Kostja Zhang · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install ai-traffic-tracking
Description
When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Ove...
README (SKILL.md)

Analytics: AI Traffic

Guides tracking of AI-driven search traffic in Google Analytics 4 and Google Search Console.

When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.

Scope

  • AI search traffic: Track in GA4 and GSC; separate AI sources from organic referral
  • Google AI Overviews: AI summary box in Google search (formerly SGE)
  • AI-driven search: Traffic from ChatGPT, Perplexity, Gemini, Claude, Copilot, etc.

Why Track Separately

  • AI traffic is growing but GA4 often groups it as Referral, Organic, or Direct
  • AI visitors may have stronger intent and higher conversion
  • Separating AI Overviews from organic helps assess AI impact

GA4: AI-Driven Search

Option 1: Exploration Report (Recommended)

  1. ExploreFree form
  2. Dimensions: Session source (or Session source / medium)
  3. Metrics: Sessions, Engagement rate, Event count, etc.
  4. Filters: Add filter →Session source Matches regex →use regex below
  5. Configure table, save report

Regex (common AI sources):

chatgpt\.com|openai\.com|openai|perplexity\.ai|perplexity|doubao\.com|chat\.qwen\.ai|copilot\.microsoft\.com|copilot\.com|(business\.)?gemini\.google|chat\.deepseek\.com|deepseek\.com|poe\.com|anthropic\.com|claude\.ai|bard\.google\.com|edgeservices\.bing\.com

Option 2: Custom Channel Group

  1. AdminData DisplayChannel Groups
  2. Copy default group, name e.g. "Default and AI Chatbots"
  3. Add channel "AI Chatbots": Source Matches regex (same regex)
  4. Important: Place "AI Chatbots" above "Referral" so it matches first
  5. Save and use in Traffic Acquisition

Option 3: Custom Report

  1. ReportsLibrary →Create Detail Report
  2. Use Traffic Acquisition template
  3. Add filter: Session source Matches regex (same regex)
  4. Save and add to menu

Common AI Source Domains

Platform GA4 Source examples
ChatGPT chatgpt.com, openai
Perplexity perplexity.ai, perplexity
Copilot copilot.com, copilot.microsoft.com
Gemini business.gemini.google, gemini.google
Claude claude.ai, anthropic.com
Bing Chat edgeservices.bing.com

Google AI Overviews

  • GA4 + URL fragment: Some AI Overview clicks add URL fragments; can use GTM (partial coverage)
  • GSC: For AI Overviews analysis in GSC (filter, limitations), see google-search-console

Checklist

  • AI sources identified in GA4 (Session Source)
  • AI traffic Exploration report created
  • Channel group updated with AI above Referral (if used)
  • Custom report added to Library (optional)
  • GTM + URL fragment for AI Overviews (optional)
  • GSC AI-oriented query filter (optional; see google-search-console)

Output Format

  • GA4 setup: Exploration, channel group, or custom report
  • Regex: Adapted to user's observed sources

Related Skills

  • generative-engine-optimization: GEO strategy; AI traffic tracking measures GEO impact
  • traffic-analysis: Traffic sources, attribution, UTM
  • analytics-tracking: GA4 events and conversions
  • google-search-console: GSC AI traffic analysis
  • robots-txt: AI crawler allow/block strategy
Usage Guidance
This is a how-to guide (no code or installs) for configuring GA4/GSC to surface AI-derived traffic. It does not request credentials, but applying its recommendations requires GA/GT M/GSC admin access — grant only the minimal permissions needed and test regex rules in a staging property first. Keep the regex updated for new/referrer domain variants and be aware referrer spoofing can affect accuracy. If you plan to link services or share logs with consultants, verify they have appropriate access and data-handling practices.
Capability Analysis
Type: OpenClaw Skill Name: ai-traffic-tracking Version: 1.0.1 The skill bundle contains purely instructional content and configuration guidance for tracking AI-driven search traffic in Google Analytics 4 and Google Search Console. It provides a standard regex for identifying AI referrers (e.g., ChatGPT, Perplexity, Claude) and outlines manual steps for report creation. There is no executable code, data exfiltration logic, or malicious prompt injection identified in SKILL.md or _meta.json.
Capability Assessment
Purpose & Capability
The name and description (tracking AI traffic in GA4/GSC) match the SKILL.md content: regex-based source detection, GA4 exploration/channel-group/report instructions, and notes about GSC/GTM. No unrelated capabilities or credential requests are present.
Instruction Scope
Runtime instructions are limited to dashboard configuration steps, regex patterns, and reporting guidance. The skill does not instruct the agent to read files, access system paths, or transmit data to external endpoints beyond normal use of GA4/GSC. It references related skills but does not ask the agent to gather additional unrelated context.
Install Mechanism
No install spec and no code files — instruction-only. Nothing is downloaded or written to disk, which minimizes installation risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. It does not request any secrets or impersonation tokens, which is proportionate for a documentation/guide skill.
Persistence & Privilege
always is false and the skill is user-invocable; it does not request permanent presence or modify other skills or system settings. Autonomous invocation is allowed by default but is not combined with other privileged behavior here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install ai-traffic-tracking
  3. After installation, invoke the skill by name or use /ai-traffic-tracking
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
ClawHub batch: 5 skills (2026-04-27)
v1.0.0
Automated batch sync
Metadata
Slug ai-traffic-tracking
Version 1.0.1
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is ai-traffic-tracking?

When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Ove... It is an AI Agent Skill for Claude Code / OpenClaw, with 177 downloads so far.

How do I install ai-traffic-tracking?

Run "/install ai-traffic-tracking" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is ai-traffic-tracking free?

Yes, ai-traffic-tracking is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does ai-traffic-tracking support?

ai-traffic-tracking is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created ai-traffic-tracking?

It is built and maintained by Kostja Zhang (@kostja94); the current version is v1.0.1.

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