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GEO Site Readiness Audit

对任意网站进行29项生成式引擎优化（GEO）就绪度审核。检查AI可访问性、结构化数据、内容可引用性等。

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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