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ai-traffic-tracking

作者 Kostja Zhang · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install ai-traffic-tracking
功能描述
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...
使用说明 (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
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install ai-traffic-tracking
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /ai-traffic-tracking 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.1
ClawHub batch: 5 skills (2026-04-27)
v1.0.0
Automated batch sync
元数据
Slug ai-traffic-tracking
版本 1.0.1
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 2
常见问题

ai-traffic-tracking 是什么?

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... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 177 次。

如何安装 ai-traffic-tracking?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-traffic-tracking」即可一键安装,无需额外配置。

ai-traffic-tracking 是免费的吗?

是的,ai-traffic-tracking 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

ai-traffic-tracking 支持哪些平台?

ai-traffic-tracking 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 ai-traffic-tracking?

由 Kostja Zhang(@kostja94)开发并维护,当前版本 v1.0.1。

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