Claude is an AI assistant built by Anthropic that is increasingly used for research, analysis, and business recommendations. When users ask Claude questions like “which marketing agency in Wichita specializes in professional service firms” or “who does GEO services in Kansas,” Claude draws on its training data and real-time web access to form its answer.

Claude’s recommendations are informed by structured web content, entity consistency, authoritative citations, and the quality and clarity of a business’s digital presence. Businesses with well-organized service pages, consistent entity data across the web, schema markup, and machine-readable content files like llms.txt are more likely to be accurately described and recommended by Claude.

The llms.txt file is particularly relevant for Claude visibility. Anthropic designed the llms.txt standard specifically to give AI systems like Claude a clean, structured way to understand what a website contains and who it serves. A business with a properly structured llms.txt file and page-level markdown files gives Claude direct access to the information it needs to recommend that business confidently.

Pop Machine Agency builds llms.txt files and page-level markdown content as part of every GEO engagement specifically to improve visibility across Claude and other AI platforms.