citation-audit
Analyzes how often a brand appears in AI search results (ChatGPT, Perplexity, Claude). Identifies citation gaps and content opportunities for GEO (Generative Engine Optimization).
Best use case
citation-audit is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Analyzes how often a brand appears in AI search results (ChatGPT, Perplexity, Claude). Identifies citation gaps and content opportunities for GEO (Generative Engine Optimization).
Teams using citation-audit should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/citation-audit/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How citation-audit Compares
| Feature / Agent | citation-audit | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Analyzes how often a brand appears in AI search results (ChatGPT, Perplexity, Claude). Identifies citation gaps and content opportunities for GEO (Generative Engine Optimization).
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# Citation Audit Service — GEO (Generative Engine Optimization) In 2026, AI search is replacing Google. Is your brand being cited? ## What I Deliver ### AI Citation Report - How often your brand appears in AI responses - Which AI models cite you (ChatGPT, Perplexity, Claude, Gemini) - Your share of voice vs competitors - What questions trigger your citations ### Gap Analysis - Topics where you SHOULD be cited but aren't - Content gaps your competitors fill that you miss - Recommended content to close the gaps ### Actionable Roadmap - Top 10 content topics to create - Questions to answer to get cited - Entity optimization recommendations ## Process 1. **Audit** (Day 1): Run 100+ queries across AI platforms 2. **Analysis** (Day 2): Compare brand vs 3 competitors 3. **Report** (Day 3): Full GEO roadmap with priorities ## Pricing | Package | Queries | Competitors | Price | |---------|---------|-------------|-------| | Starter | 50 | 1 | $500 | | Growth | 200 | 3 | $1,500 | | Enterprise | 500+ | 5+ | $3,000 | ## Monthly Monitoring - $200/month for ongoing citation tracking - Alert when brand gets major citations - Quarterly strategy updates --- *Built by Beta*
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Academic citation lookup and formatter. Given a fuzzy paper title (Chinese or English), searches CrossRef, Semantic Scholar, Baidu Scholar, and CNKI, then returns GB/T 7714, APA 7th, and MLA 9th formatted citations with source links.