offsite-signal-analyzer
Use when the user asks to "analyze backlinks", "analyze my off-site signals", or "track AI traffic / ChatGPT / Perplexity referrals"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates AI-assistant referral sessions in GA4/GSC/logs and reports their trend, landing pages, and AI-vs-organic conversion (ai-referrals mode). Not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-monitor. 外链分析/反向链接/AI流量/AI引荐/ChatGPT流量/AI转化
npx skills add aaron-he-zhu/aaron-marketing-skills --skill offsite-signal-analyzer --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Off-Site Signal Analyzer Reports the two off-site signal families a domain earns from the outside world: the **backlink profile** (who links to you and how clean those links are) and the **AI-assistant referral channel** (how much traffic AI answers send you and whether it converts). Both are CITE-adjacent — they feed [CITE](../../../references/cite-domain-rating.md) Citation and Trust items — but they come from different data sources joined only at the domain level, so the skill keeps them behind a mode selector. **Mode set:** | Mode | Data source | Answers | |------|-------------|---------| | `backlinks` (default) | `~~link database` export / pasted CSV | Referring domains, anchor mix, toxic-link share, disavow candidates, competitor link gaps | | `ai-referrals` | GA4 / GSC / server-log export | AI-assistant referral sessions, trend, top landing pages, AI-vs-organic conversion | **The seam**: backlinks answers "is this domain worth trusting as a source?" from the link graph; ai-referrals answers "are AI engines already sending citations-as-traffic?" from your own analytics. Never blend the two datasets into one number — report each mode's figures under its own heading and let `
- Quick Start
- Skill Contract
- Handoff Summary
- Scope Guard
- Data Sources
- Decision Gates
- Instructions
- Mode: backlinks
- Mode: ai-referrals
- Save Results
- Reference Materials
- Next Best Skill
What does the offsite-signal-analyzer skill do?
Use when the user asks to "analyze backlinks", "analyze my off-site signals", or "track AI traffic / ChatGPT / Perplexity referrals"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates AI-assistant referral sessions in GA4/GSC/logs and reports their trend, landing pages, and AI-vs-organic conversion (ai-referrals mode). Not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-monitor. 外链分析/反向链接/AI流量/AI引荐/ChatGPT流量/AI转化
How do I install it?
Run `npx skills add aaron-he-zhu/aaron-marketing-skills --skill offsite-signal-analyzer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From aaron-he-zhu/aaron-marketing-skills, a repository with 2,508 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.