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GEO Tools

Free tools for Generative Engine Optimization. MCP servers and Cursor skills to help you understand and optimize how AI systems perceive and recommend your products.

GEO Audit API

REST API

Public API for AI search visibility audits. Analyze any URL for schema markup, technical SEO, content structure, and get prioritized recommendations.

Features

  • ✓Instant GEO scoring
  • ✓Schema detection
  • ✓Technical analysis
  • ✓Actionable recommendations

Install

curl -X POST https://kimmoihanus.com/api/geo-audit -d '{"url":"https://example.com"}'

Schema Optimizer API

REST API

Generate optimized Schema.org JSON-LD for any webpage. Detects page type, extracts existing schemas, and provides ready-to-implement templates.

Features

  • ✓Page type detection
  • ✓Existing schema extraction
  • ✓Optimized templates
  • ✓Copy-paste JSON-LD

Install

curl -X POST https://kimmoihanus.com/api/schema-optimize -d '{"url":"https://example.com"}'

@ihmissuti/geo-tools

MCP Server

Model Context Protocol server for Generative Engine Optimization. Connects Claude, Cursor, or any MCP client to GEO tools.

Features

  • ✓Claude/Cursor integration
  • ✓Uses GEO API backend
  • ✓Schema generation
  • ✓Agent-friendly scoring

Install

npx @ihmissuti/geo-tools
npm →GitHub →

kimmo-geo-audit

Cursor Skill

Audit websites for AI search visibility and Generative Engine Optimization (GEO). Teaches AI assistants how to analyze LLM presence and recommend improvements.

Features

  • ✓LLM visibility analysis
  • ✓Technical GEO scoring
  • ✓Competitor comparison
  • ✓Actionable recommendations
GitHub →

kimmo-schema-optimizer

Cursor Skill

Generate and optimize Schema.org structured data for AI/LLM visibility. Provides templates and best practices for rich results and AI search engines.

Features

  • ✓Organization schemas
  • ✓SoftwareApplication schemas
  • ✓FAQPage for AI discovery
  • ✓HowTo for tutorials
GitHub →

kimmo-agent-friendly-score

Cursor Skill

Score developer tools and SaaS products for AI agent compatibility. Evaluates SDK design, documentation, MCP integration, and training data presence.

Features

  • ✓100-point scoring framework
  • ✓SDK & API evaluation
  • ✓MCP integration check
  • ✓Competitor benchmarking
GitHub →

Why GEO Matters

85% of developers now use AI tools regularly. When a developer asks Cursor to "add email functionality," the AI picks the service, writes the integration, and runs the install command.

The new funnel:

  • Marketing → Landing → Docs → Trial → Conversion
  • Problem → AI suggestion → npm install → Subscription

The tools that AI can understand and work with get recommended. The tools it can't work with become invisible. These tools help you audit and optimize for this new reality.

Read: The new developer funnel →Read: The MCP leaderboard →