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OranGEO AI Visibility Skill

Audits whether a brand's website is technically readable and citation-ready for AI answer engines, then outputs a scored GEO/AEO action plan with 15 buyer prompts.

Marketing & SEOIntermediate★ 131⑂ 27AI score 8/10Last updated: Jun 9, 2026

What it does

Runs a lightweight AI visibility readiness workflow for any brand domain.

  • Bundled Python script fetches the homepage, robots.txt, llms.txt, sitemap.xml and checks title, description, H1, canonical, Open Graph and schema
  • Detects whether AI crawlers (OpenAI, Anthropic, Perplexity, Google, Common Crawl, ByteDance, Apple, Amazon, Meta) are blocked
  • Generates 15 natural buyer prompts using a 7 discovery / 5 brand-evaluation / 3 competitor mix
  • Scores four axes: AI access, technical clarity, citation readiness, competitive coverage
  • Outputs Markdown (or JSON) reports, plus a starter /llms.txt when the site lacks one

It enforces an honest reporting rule: never claim the brand appears in ChatGPT/Perplexity/Gemini unless a live multi-engine scan was actually run — local checks are labeled "readiness", not "visibility".

Who it's for

  • SEO and content marketers starting on generative/answer engine optimization
  • Web owners who need a fast check that AI bots aren't blocked
  • Agencies producing a diagnostic deliverable plus a concrete prompt list for clients

Examples

  1. "Audit AI readiness for example.com" → scored report with evidence and prioritized fixes.
  2. "Build 15 buyer prompts for my SaaS versus Competitor A and B" → the full 7/5/3 prompt set.
  3. "We have no llms.txt — draft one" → starter /llms.txt file plus placement guidance.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/OranAi-Ltd/orangeo-ai-visibility-skill/HEAD/SKILL.md

What I want: (describe your task here)

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↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the SKILL.m folder from the GitHub repo OranAi-Ltd/orangeo-ai-visibility-skill into my ~/.claude/skills/orangeo-ai-visibility-skill/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/OranAi-Ltd/orangeo-ai-visibility-skill.git ~/.claude/skills/orangeo-ai-visibility-skill

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal (Terminal on macOS/Linux, PowerShell or WSL on Windows).
  2. Create the skills folder if needed: mkdir -p ~/.claude/skills
  3. Clone the repo into it: git clone https://github.com/OranAi-Ltd/orangeo-ai-visibility-skill.git ~/.claude/skills/orangeo-ai-visibility-skill
  4. Verify Python is available: python3 --version (3.8+ recommended).
  5. Restart Claude Code, then ask: "Run an AI visibility readiness audit for example.com".
  6. Or run it directly: python3 ~/.claude/skills/orangeo-ai-visibility-skill/scripts/check_ai_readiness.py --url https://example.com --brand "Brand"
  7. Add --no-cta if you want a neutral report without the OranGEO signup call-to-action.
View source on GitHub ↗License: MIT