friendly4AI - 2026 Pricing, Features, Reviews & Alternatives

friendly4AI GEO Scanner is a website optimization and analysis platform that measures how AI systems access, interpret, and cite web content. The solution provides organizations with two metrics: an AI-Readiness Score that evaluates technical accessibility for AI crawlers and agents, and an AI Visibility Score that measures citation frequency across AI platforms including ChatGPT, Claude, Gemini, Grok, and Perplexity. The platform addresses a growing gap between traditional search engine indicators and content visibility within AI-driven responses. It serves businesses, digital marketing professionals, agencies, and website owners adapting to an AI-driven discovery ecosystem.

The platform evaluates websites across more than forty parameters organized into six core assessment categories. The crawlability and access assessment examines robots.txt configurations, AI crawler permissions, X M L sitemap availability, and paywall detection. The structured data and search engine optimization analysis reviews Schema.org markup implementation, JSON-LD coverage, metadata quality, URL stability, and FAQ schema deployment. The content structure and readability checks assess semantic HTML usage, heading hierarchy, content availability in the initial HTML without JavaScript, alt text implementation, and nosnippet directive configuration. The content quality and freshness parameters evaluate content depth, author authority signals, answer-oriented structure, freshness indicators, and citation density. The AI integration and API readiness evaluation examines AI manifest presence, agent onboarding documentation, machine-readable capability metadata, OpenAPI discoverability, API schema quality, action endpoint availability, and authentication transparency. The scanner produces detailed reports with pass or fail results for each parameter, accompanying evidence such as code snippets and detected tags, and prioritized recommendations by potential impact.

The platform supports scheduled scans and offers export formats including PDF, CSV, and JSON. It provides configurable report retention periods according to subscription tier. A historical record of scans enables tracking of improvements over time as engineering guidance is implemented. Tiered API access allows integration into existing development workflows and automated monitoring systems. The service operates as a cloud-based solution accessible through standard web browsers and includes email support with response times that vary by subscription level.

The platform delivers immediate AI-Readiness Score results without requiring account registration or payment details. It functions as a standalone assessment tool without dependency on third-party integrations while evaluating site readiness for AI systems. It presents evidence-based insights into AI citation behavior beyond theoretical accessibility.