Datasets:
| cff-version: 1.2.0 | |
| message: "If you use this dataset, please cite it as below." | |
| title: "The llms.txt corpus: ecosystem health, file contents, and the Shopify platform default" | |
| abstract: >- | |
| Raw measurement data on the llms.txt convention, collected 5 August 2026. | |
| 1,563 llms.txt files registered in the ecosystem's public directories were | |
| fetched and 19,039 of the links inside the healthy ones were validated. In | |
| parallel, 10,858 Shopify storefronts were checked for what they serve at | |
| /llms.txt. Includes one row per file, one row per validated link, one row per | |
| storefront, and the collection code. | |
| type: dataset | |
| authors: | |
| - family-names: Gerrish | |
| given-names: Jacob Ezra | |
| affiliation: SEMPITE | |
| orcid: "https://orcid.org/0009-0004-0820-2106" | |
| keywords: | |
| - llms.txt | |
| - AI search | |
| - large language models | |
| - generative engine optimization | |
| - web measurement | |
| - link rot | |
| - structured data | |
| - Shopify | |
| - ecommerce | |
| - web crawling | |
| license: CC-BY-4.0 | |
| date-released: 2026-09-20 | |
| version: "1.1.0" | |
| url: "https://sempite.com/research/llms-txt-audit/" | |