offsite-signal-analyzer

Analyze backlink profiles and AI-assistant referral sessions from GA4, GSC, or server logs.

2.5k|345|Updated Dec 18, 2025
One-click install
npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill offsite-signal-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: offsite-signal-analyzer
Source: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/seo-geo/evaluate/offsite-signal-analyzer
Command: npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill offsite-signal-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires google-analytics, search-console, server-logs, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill analyzes offsite signals, including backlink profiles and AI-assistant referral traffic, to help assess domain reputation and understand the impact of AI-driven traffic.

Core Features & Use Cases

  • Backlink Analysis: Profiles referring domains, anchor-text mix, toxic links, and disavow candidates.
  • AI Referral Traffic Analysis: Isolates AI-assistant referral sessions and reports trends, landing pages, and conversion rates.
  • Use Case: If you want to understand the external reputation of your domain and the impact of AI-generated traffic, this skill can provide insights into backlink profiles and AI referral patterns.

Quick Start

Analyze backlink profile for example.com (--mode backlinks)

Frequently Asked Questions about offsite-signal-analyzer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze AI referral traffic from my domain?

To analyze AI referral traffic, you can use an offsite signal analyzer to isolate AI-assistant referral sessions and report trends, landing pages, and conversion rates. This requires extracting web analytics data from GA4, GSC, or server logs.

What is backlink analysis and how does it assess domain reputation?

Backlink analysis profiles referring domains, anchor-text mix, toxic links, and disavow candidates to assess domain reputation. It helps you understand the external reputation of your domain by evaluating the quality and impact of incoming links.

Can I use Google Analytics and Search Console data for offsite signal analysis?

Yes, offsite signal analysis supports Google Analytics and Search Console data. You can extract data from these tools, or server logs, to analyze backlink profiles and AI-assistant referral traffic patterns.

How do I identify toxic links and disavow candidates for my website?

You can identify toxic links and disavow candidates by running a backlink profile analysis. This evaluates your referring domains and anchor-text mix to flag potentially harmful links that could negatively impact your domain reputation.

Do I need access to server logs to analyze AI-assistant referral sessions?

No, you do not need server logs exclusively. You can analyze AI-assistant referral sessions by extracting data from GA4 or Google Search Console, though having access to server logs is also supported as a data source.

What is the best way to track AI-assistant referral trends and conversion rates?

The best way to track AI-assistant referral trends and conversion rates is through dedicated offsite signal analysis. This isolates AI referral sessions from your overall traffic data to report specific landing pages and conversion performance.