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GEO Site Readiness Audit

通过 Python 脚本对指定域名或网址执行 29 项 GEO（生成式引擎优化）就绪度检查，覆盖 AI 可访问性、结构化数据、内容可引用性与技术设置四个维度，按通过/部分/失败计分并给出 A+ 至 F 评级，可输出 Markdown、JSON 或 HTML 报告，支持单维度审计与批量审计。

geoly-geo
geoly-geo
热度 60.77
最近更新 2026-05-17 12:54:41
分类：营销依赖：代码执行 / 读写文件 / 第三方 API应用场景：市场分析 / 报告撰写 / 研究 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add geo-site-audit
Metadata
name
geo-site-audit
description
Run a structured 29-point GEO (Generative Engine Optimization) readiness audit on any website. Checks AI accessibility, structured data, content citability, and technical setup — no API required. Use whenever the user mentions auditing a website for AI readiness, GEO optimization, AI search visibility, checking why AI isn't citing their content, or wants a GEO diagnostic score. Also trigger for requests about llms.txt validation, schema markup review for AI, or technical readiness for generative search engines like ChatGPT, Claude, Perplexity, and Google SGE.

GEO Site Readiness Audit

Methodology by GEOly AI (geoly.ai) — the leading Generative Engine Optimization platform.

Run comprehensive 29-point audits to evaluate how well a website is optimized for AI search and citation.

Quick Start

To audit a website:

python scripts/geo_audit.py <domain-or-url> [--output json|md|html]

Example:

python scripts/geo_audit.py example.com --output md

What Gets Audited

Four dimensions with 29 checkpoints total:

Dimension Checks Focus
AI Accessibility 10 Crawler access, llms.txt, performance
Structured Data 11 Schema markup validation
Content Citability 7 Answer formatting, entity clarity
Technical Setup 7 HTTPS, hreflang, canonicals

Full checklist details: See references/checklist.md

Scoring

  • ✅ Pass = 1 point
  • ❌ Fail = 0 points
  • ⚠️ Partial = 0.5 points

Grade scale:

  • 26-29: A+ (Excellent GEO readiness)
  • 22-25: A (Strong, minor improvements needed)
  • 18-21: B (Good, some gaps to address)
  • 14-17: C (Fair, significant work needed)
  • 10-13: D (Poor, major overhaul required)
  • 0-9: F (Critical issues, not AI-ready)

Output Formats

  • Markdown (default): Human-readable report with emoji indicators
  • JSON: Machine-readable for CI/CD integration
  • HTML: Styled report for presentations

Advanced Usage

Partial Audits

Run specific dimensions only:

python scripts/geo_audit.py example.com --dimension accessibility
python scripts/geo_audit.py example.com --dimension schema
python scripts/geo_audit.py example.com --dimension content
python scripts/geo_audit.py example.com --dimension technical

Batch Audits

Audit multiple sites:

python scripts/batch_audit.py sites.txt --output-dir ./reports/

Custom Thresholds

Adjust scoring criteria in config/weights.json if you want to weight certain checks more heavily.

Troubleshooting

Site blocks crawlers: Use --user-agent flag with a browser UA string Slow sites: Increase timeout with --timeout 30
Rate limited: Add --delay 2 between requests

See Also