Datasets:
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CITATION.cff
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cff-version: 1.2.0
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message: "If you use this dataset, please cite it as below."
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title: "The llms.txt corpus: ecosystem health, file contents, and the Shopify platform default"
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abstract: >-
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Raw measurement data on the llms.txt convention, collected 5 August 2026.
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1,563 llms.txt files registered in the ecosystem's public directories were
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fetched and 19,039 of the links inside the healthy ones were validated. In
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parallel, 10,858 Shopify storefronts were checked for what they serve at
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/llms.txt. Includes one row per file, one row per validated link, one row per
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storefront, and the collection code.
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type: dataset
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authors:
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- family-names: Gerrish
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given-names: Jacob Ezra
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affiliation: SEMPITE
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orcid: "https://orcid.org/0009-0004-0820-2106"
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keywords:
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- llms.txt
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- AI search
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- large language models
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- generative engine optimization
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- web measurement
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- link rot
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- structured data
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- Shopify
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- ecommerce
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- web crawling
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license: CC-BY-4.0
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date-released: 2026-09-20
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version: "1.0.0"
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url: "https://sempite.com/research/llms-txt-audit/"
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