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Ai Traffic Tracking

Name: Ai Traffic Tracking
Author: kostja94

作者 Kostja Zhang · GitHub ↗ · v0.1.0 · MIT-0

cross-platform ✓ 安全检测通过

272

总下载

当前安装

版本数

在 OpenClaw 中安装

/install ai-traffic

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)

Explore →Free form
Dimensions: Session source (or Session source / medium)
Metrics: Sessions, Engagement rate, Event count, etc.
Filters: Add filter →Session source Matches regex →use regex below
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

Admin →Data Display →Channel Groups
Copy default group, name e.g. "Default and AI Chatbots"
Add channel "AI Chatbots": Source Matches regex (same regex)
Important: Place "AI Chatbots" above "Referral" so it matches first
Save and use in Traffic Acquisition

Option 3: Custom Report

Reports →Library →Create Detail Report
Use Traffic Acquisition template
Add filter: Session source Matches regex (same regex)
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 skill is a guidance document for configuring GA4/GSC and appears internally consistent. Before applying changes in a production property, test the regex and channel-group rules in a staging or test view to avoid misclassifying traffic; validate the regex against your actual Session Source values (it may need additions/removals). Note that although this skill itself asks for no credentials, actually implementing the steps requires GA4/GSC access — grant only the minimum necessary permissions and review related skills (e.g., google-search-console) before installing or combining them, since those may require OAuth/API credentials.

功能分析

Type: OpenClaw Skill Name: ai-traffic Version: 0.1.0 The skill bundle is purely instructional, providing guidance and regex patterns for tracking AI-driven search traffic (e.g., ChatGPT, Perplexity, Claude) within Google Analytics 4 and Google Search Console. It contains no executable code, network requests, or malicious prompt injection attempts, and its content is entirely consistent with its stated purpose in SKILL.md.

能力评估

✓ Purpose & Capability

The name/description (AI traffic tracking for GA4 and GSC) align with the runtime instructions, which are GA4 exploration/channel-group/custom-report steps and regexes for common AI referrers. The skill does not request unrelated credentials or binaries.

✓ Instruction Scope

SKILL.md contains only step-by-step instructions for creating GA4 reports, channel groups, and filtersplus a recommended regex. It does not instruct reading local files, accessing environment variables, or sending data to external endpoints outside the analytics tools it documents.

✓ Install Mechanism

No install spec and no code files — instruction-only. Nothing will be written to disk or downloaded by the skill itself.

✓ Credentials

The skill requires no environment variables or credentials. That is proportionate: to implement the guidance a user would need GA4/GSC admin access, but the skill itself does not request those credentials.

✓ Persistence & Privilege

always is false and the skill is user-invocable. It does not request persistent system presence or modify other skills' configurations.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install ai-traffic
安装完成后，直接呼叫该 Skill 的名称或使用 /ai-traffic 触发
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

v0.1.0

Initial release – introduces comprehensive guidance for tracking AI-driven search traffic in Google Analytics 4 (GA4) and Google Search Console (GSC). - Covers identification and tracking of AI search traffic, including sources like ChatGPT, Perplexity, Claude, Copilot, Gemini, and Google AI Overviews. - Provides detailed, step-by-step setup instructions for GA4 via Explorations, channel groups, and custom reports. - Includes recommended regex to capture common AI referrer domains. - Outlines options for tracking AI Overviews in GA4 and GSC, with notes on limitations. - Supplies a checklist to ensure effective tracking setup. - Lists related skills for further analysis and optimization.

元数据

Slug ai-traffic

版本 0.1.0

许可证 MIT-0

累计安装 2

当前安装数 2

历史版本数 1

常见问题