LLMGeoKit

The product is a website scanner that checks whether AI assistants such as ChatGPT, Claude, and Perplexity can find, understand, and cite a site, addressing loss of visibility as search shifts from Google to AI answers. It is for marketers and B2B teams at startups and small to mid-size companies who manage web presence and growth. It is delivered as a free self-serve SaaS scan with a 0-100 score and prioritized fixes, with paid intelligence reports and an API for deeper analysis.

Key features

• Robots.txt crawler access check
• Structured data JSON-LD validation
• Metadata and Open Graph check
• Content structure and semantic HTML analysis
• llms.txt guidance file check
• Citation readiness signals check
• Content extractability assessment
• AI visibility score 0-100
• Letter grade A-F rating
• Prioritized fix recommendations
• Competitor benchmarking in reports
• Real AI prompt testing