From Web Pages to Data Feeds: The llms.ljson Standard for AI-Driven eCommerce

llms.ljson is a line-delimited JSON format designed for AI systems to efficiently read and process eCommerce product catalogs without the noise of HTML interfaces. By providing clean, structured product data that AI agents can parse line-by-line, it enables platforms to handle large-scale catalogs where inventory and pricing change constantly. This format is critical for eCommerce businesses seeking better AI recommendations and compatibility with ChatGPT, Claude, and other AI assistants that increasingly power customer interactions.