Traditional SEO markup (schema.org, JSON-LD, meta tags) was designed for search engine crawlers that index pages. AI agents operate differently -- they retrieve, synthesize, and reason across content.

This tool has been developed using both LM Studio and Ollama as LLM providers. The idea behind using a local LLM, like Google's Gemma-3 1B, is data privacy and low cost. In addition, with a good LLM a ...