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Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
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Manus
Grok+17 agentsAeo Citation Auditor
Monitor and audit how ChatGPT, Claude, and Gemini cite your brand across target keywords.
$9
aeo-citation-auditor
Example session with this skill installed
Audit my brand citation for "best enterprise crm 2026" across all providers and save the report to the current directory.
- Read your context and instructions
- Compiled the aeo-citation-auditor
{
"keyword": "ai agent skill marketplace",
"mode": "sample",
"providers_queried": ["openai", "anthropic", "google"],
"generated_at": "offline-sample-2026-09-03",
"findings": [
{
"provider": "openai",
"keyword": "ai agent skill marketplace",
"cited_sources": [
"https://www.agensi.io/skills/keyword-research",
"https://www.agensi.io/blog/best-ai-tools-for-startups"
],
"indexed_sources": [
"https://www.agensi.io/skills/keyword-research",
"https://www.agensi.io/blog/best-ai-tools-for-startups"
],
"cite_rate": 1.0,
"top_cited_domain": "www.agensi.io",
"total_citations": 2
},
{
"provider": "anthropic",
"keyword": "ai agent skill marketplace",
"cited_sources": [
"https://www.agensi.io",
"https://www.agensi.io/skills/keyword-research"
],
"indexed_sources": [
"https://www.agensi.io",
"https://www.agensi.io/skills/keyword-research"
],
"cite_rate": 1.0,
"top_cited_domain": "www.agensi.io",
"total_citations": 2
}
],
"summary": {
"total_providers": 2,
"total_citations": 4,
"distinct_cited_domains": ["www.agensi.io"],
"overall_cite_rate": 1.0,
"verdict": "cite detected"
}
}
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The crawl-vs-cite gap: 50%+ of June 2026 web traffic was bots/agents, but indexed-by-AI is not cited-by-AI. Most "AI audit" tools do a single static pass. This skill adds the monitoring layer:
- Polls ChatGPT, Claude, Gemini for your keywords
- Extracts cited sources (not just mentions) per provider
- Tracks cite rate over time, cron-friendly
- Emits JSON + Markdown reports
What ships:
- scripts/aeo_auditor.py (364 lines, stdlib-only offline)
- assets/sample_responses.json (3-provider fixture)
- references/ (JSON schemas + provider format docs)
- evals/evals.json (7 test cases)
- verify.sh (8-point automated verification)
- LICENSE.md (proprietary one-time, 7-day refund)
Three modes:
- --sample: 0 network calls, ships offline
- --scan KEYWORD: live single-keyword (env-gated API)
- --monitor FILE: cron-friendly, rate-limited
API keys from env only, never logged. Local-first. Built for solo founders and growth teams with target keywords who want a portable, deterministic citation-share tracker on cron.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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