orangeo-ai-visibility-skill: Open-source GEO / AEO skill for AI visibility readiness

by OranAi-Ltd · Claude Skill · ★ 141

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Security audit verdict: SAFE · quality 72/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aeoai-searchai-visibilityanswer-engine-optimizationbrand-monitoringchatgptclaude-codeclaude-code-skillclaude-skillscodex-skill

Quick Facts

Stars141
Forks27
LanguagePython
CategoryClaude Skill
LicenseMIT
Quality Score72/100
Last Updated2026-06-09
Created2026-06-09
Platformsclaude-code, codex, gemini, python
Est. Tokens~3k

About orangeo-ai-visibility-skill

OranGEO AI Visibility Skill Open-source GEO skill for Claude Code and Codex. Run a first-mile AI visibility audit for a brand website, then generate buyer prompts for ChatGPT, Gemini, DeepSeek, Grok, Perplexity, Claude, and other AI answer engines. This skill checks whether a brand is ready to be discovered, described, cited, and recommended by AI systems.

Compatible Skills

These tools work well together with orangeo-ai-visibility-skill for enhanced workflows:

  • geo-score — semantic(0.56)+complementary+shared_fw(openai)+rare_topics+same_lang+similar_pop+shared_platform (86%)
  • eGEOagents — semantic(0.63)+complementary+rare_topics+same_lang+similar_pop+shared_platform (85%)
  • geo-optimizer-skill — semantic(0.61)+complementary+rare_topics+same_lang+similar_pop+shared_platform (85%)

orangeo-ai-visibility-skill alternative? Top 6 similar tools

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  • claude-rank by Houseofmvps · ⭐ 91

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  • getcito-worlds-first-open-source-aio-aeo-or-geo-tool by ai-search-guru · ⭐ 485

    GetCito the World's First Open Source AI Search Optimization (AIO) / Answer Engine Optimization (AEO) or Gener

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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