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Aeo 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.
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 use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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