← Back to Skills Marketplace
🔌

Citation Intelligence

by AutomateLab · GitHub ↗ · v0.10.0 · MIT-0
cross-platform ✓ Security Clean
51
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install automatelab-citation-intelligence
Description
Use when the user wants to know which URLs AI engines cite for a query, whether their domain is being cited by ChatGPT/Claude/Perplexity/Gemini/Google AI Ove...
README (SKILL.md)

citation-intelligence

Pairs with the @automatelab/citation-intelligence server (12 tools across 6 namespaces). Queries which URLs Perplexity, Claude, ChatGPT, Gemini, Google AI Overviews, and Bing cite for any query — self-hosted, no account, no centralized backend.

Tool namespaces

citations.* — query-level: who cites what

Tool Use when
citations.provenance Start here. Fan a query across engines; returns per-URL cross-engine consensus matrix
citations.check URLs cited by a single engine for a query (cheaper than provenance)
citations.evidence Extract the cited snippet — why a URL is cited, not just that it is
citations.predict Citation likelihood from public signals — no LLM fired
citations.trend Time-series citation rate + per-query gained/lost deltas
citations.freshness Recency score for pages an engine cites

domain.* — domain-level: am I cited, what for

Tool Use when
domain.am_i_cited Fan across all engines for a domain; cross-engine consensus. Default first tool for "is my site cited?"
domain.cited_for Which queries the domain has been cited for (from local cache)

signals.* — page-level: citation signals

Tool Use when
signals.ai_overview Google AI Overview eligibility check for a URL
signals.answer_box Featured snippet / answer box signals

competitors.*, panel.*, audit.* — tracking and comparison

Tool Use when
competitors.compare Compare citation coverage between your domain and a competitor
panel.run Run a batch of queries and aggregate citation results

Default workflows

"Is my site cited?"

domain.am_i_cited(domain: "example.com", engine: "auto")
→ Per-engine breakdown + consensus. Pin engine= to reduce cost.

"Who ranks for this query?"

citations.provenance(query: "best n8n alternatives")
→ Cross-engine URL matrix with interpretation notes

"Why does ChatGPT cite them and not me?"

citations.evidence(query: "...", url: "competitor.com/page")
→ The cited snippet; compare against your page

Server setup

Claude Code (.claude/mcp.json):

{
  "mcpServers": {
    "citation-intelligence": {
      "command": "npx",
      "args": ["-y", "@automatelab/citation-intelligence"]
    }
  }
}

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "citation-intelligence": {
      "command": "npx",
      "args": ["-y", "@automatelab/citation-intelligence"]
    }
  }
}

Requires Node 20+. Add your API keys as environment variables — each engine you want to query needs its own key (Perplexity, OpenAI, Anthropic, Google). See the README for the full list.


Developed by AutomateLab. Source: github.com/AutomateLab-tech/citation-intelligence.

Usage Guidance
Before installing, verify that you trust the AutomateLab npm package and only provide API keys for providers you intend to use. Expect the tool to make external API calls for citation checks and to keep some local cache data for citation history.
Capability Assessment
Purpose & Capability
The stated purpose is to check which URLs AI/search engines cite, compare domains, and run citation panels; the described tools and workflows match that purpose.
Instruction Scope
Runtime guidance is limited to invoking citation, domain, signal, competitor, and batch-analysis tools; no hidden role changes, prompt manipulation, unrelated data access, or destructive instructions were found.
Install Mechanism
Setup uses npx -y @automatelab/citation-intelligence as an MCP server and requires Node 20+ plus user-supplied provider API keys; this is disclosed and typical for an MCP integration, but users should understand it runs an external npm package.
Credentials
Network calls and provider API keys are proportionate to querying Perplexity, OpenAI, Anthropic, Google, Bing, and related citation sources; the artifact claims self-hosted operation with no centralized backend.
Persistence & Privilege
The skill mentions a local cache for cited-query history, but does not describe broad local indexing, background persistence, privilege escalation, credential harvesting, or automatic mutation of user data.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install automatelab-citation-intelligence
  3. After installation, invoke the skill by name or use /automatelab-citation-intelligence
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.10.0
- Initial release of citation-intelligence skill. - Provides tools to analyze which URLs AI engines cite for specific queries. - Supports checking if your domain is cited by ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, or Bing. - Offers query-level, domain-level, and page-level analysis, plus competitor comparison and batch tools. - Fully self-hosted with no backend; requires user-supplied API keys.
Metadata
Slug automatelab-citation-intelligence
Version 0.10.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Citation Intelligence?

Use when the user wants to know which URLs AI engines cite for a query, whether their domain is being cited by ChatGPT/Claude/Perplexity/Gemini/Google AI Ove... It is an AI Agent Skill for Claude Code / OpenClaw, with 51 downloads so far.

How do I install Citation Intelligence?

Run "/install automatelab-citation-intelligence" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Citation Intelligence free?

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

Which platforms does Citation Intelligence support?

Citation Intelligence is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Citation Intelligence?

It is built and maintained by AutomateLab (@automatelab); the current version is v0.10.0.

💬 Comments