AI Toolkit | Inside the Machine

Welcome to the AI Toolkit — your collection of practical resources for understanding and working with AI systems.

Assessments

AI Readiness Assessment

61-point comprehensive evaluation

Comprehensive checklist covering company identity, content structure, schema markup, trust signals, and technical readiness with instant personalized recommendations.

AI Discovery Rubric

20-criteria scoring system

Rate your site on clarity, product architecture, trust signals, structured data, evidence assets, and content depth with detailed category insights.

Website Analysis Tools

Schema Validator

Detect structured data markup

Scan for JSON-LD, Microdata, and RDFa to see what schema types are found.

Sitemap Validator

Check sitemap.xml accuracy

Verify your sitemap structure, URLs, and robots.txt references.

Meta Tags Analyzer

Analyze SEO meta tags

Check title, description, Open Graph, and Twitter Card tags.

Robots.txt Validator

Check crawler permissions

Analyze robots.txt rules and AI crawler configurations.

Content Readability

Assess LLM-friendly content

Evaluate heading structure, semantic HTML, and readability.