Tier 3 · AI & Agents

llms.txt

llms.txt is a proposed convention for websites to provide a machine-readable index of their content specifically designed for large language model consumption, similar to how robots.txt guides search engine crawlers and sitemap.xml lists pages for indexing.

Why It Matters

As LLMs increasingly serve as intermediaries between users and websites, having a structured, machine-readable index of your content helps these models understand what your site contains, how it is organized, and which pages are authoritative for which topics. Without it, the LLM must infer your content structure from crawling alone.

The FourKites Perspective

The FourKites llms.txt file will index all 133 Knowledge Center pages, 119 outcome pages, and 19 platform pages with titles, URLs, one-line definitions, and category tags. This makes the FourKites content corpus discoverable and navigable by any AI system, positioning FourKites as the most machine-readable supply chain platform content on the internet.

Frequently Asked Questions

What is llms.txt in the context of supply chain?
llms.txt is a proposed convention for websites to provide a machine-readable index of their content specifically designed for large language model consumption, similar to how robots.txt guides search engine crawlers and sitemap.xml lists pages for indexing.
How does llms.txt differ from traditional supply chain automation?
Traditional automation follows static rules configured by humans. llms.txt introduces reasoning, adaptation, and learning. The system makes decisions based on live intelligence, adapts when conditions change, and improves over time through decision trace feedback from the FourKites Graph.
What should enterprises evaluate when considering llms.txt?
Three criteria: (1) What intelligence powers it? Network data from hundreds of shippers or just the customer's data? (2) Does the system learn from outcomes through decision traces that compound over time? (3) Is enterprise compliance infrastructure in place: SOC 2, ISO 27001, audit trails, role-based access?
See how this concept powers autonomous operations.
Talk to an outcome advisor