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llms.txt vs Surfer

llms.txt is listed under llms.txt & schema, Surfer under Content optimization. Each name links to the product's own site.

llms.txtSurfer
Categoryllms.txt & schemaContent optimization
PricingOpen sourcePaid
Public codeYesNo
Tagsllms-txt, standard, markdown, ai-crawlerscontent-editor, nlp, on-page, writing
Websitellmstxt.orgsurferseo.com

What llms.txt does

Proposal by Jeremy Howard of Answer.AI for a markdown file at /llms.txt that gives language models a short guide to a site and links to its key pages, in a format both people and tools can read.

What Surfer does

Content editor that scores a draft against pages that already rank for a keyword. It suggests terms, headings and length, and has AI writing tools and an audit mode for existing pages.

Other options

See all llms.txt & schema, or alternatives to llms.txt and Surfer.