/ llmtxt.info

Real-world llms.txt examples

A directory of 113 llms.txt files verified by our weekly automated check, plus annotated deep dives and the patterns worth copying.

Last updated:

Verified directory

Every entry below was fetched and parsed by our checker on : the file existed, returned plain text, and started with a valid H1. The check runs weekly; entries that disappear are removed automatically. Out of 218 hosts in our fixed measurement panel, 113 currently serve a llms.txt file.

Across the 113 verified files, the median is 14,347 bytes, 7 H2 sections and 76 list links. Our first v2 crawl checked 294 linked pages: 31 advertised a Markdown alternate and 4 exposed rel="describedby". These figures measure implementation only, not agent use or SEO impact.

Site Category Sections Links Size
Anthropic Docs docs.anthropic.com raw AI & ML 3 549 55.6 KB
Cohere cohere.com raw AI & ML 10 0 4.7 KB
ElevenLabs elevenlabs.io raw AI & ML 7 47 9.2 KB
Google DeepMind deepmind.google raw AI & ML 4 20 6.8 KB
Groq Console console.groq.com raw AI & ML 0 150 61.8 KB
LangChain Docs docs.langchain.com raw AI & ML 1 957 97.6 KB
Mistral AI mistral.ai raw AI & ML 8 27 5.4 KB
Mistral Docs docs.mistral.ai raw AI & ML 1 0 14.3 KB
Modal modal.com raw AI & ML 3 290 23.3 KB
OpenRouter openrouter.ai raw AI & ML 4 314 41.8 KB
Perplexity Docs docs.perplexity.ai raw AI & ML 3 193 40.9 KB
Pinecone pinecone.io raw AI & ML 12 206 28.9 KB
Pinecone Docs docs.pinecone.io raw AI & ML 2 419 75.7 KB
Qdrant qdrant.tech raw AI & ML 10 585 149.5 KB
Replicate replicate.com raw AI & ML 7 0 3.3 KB
Together AI together.ai raw AI & ML 14 165 38.2 KB
Together AI Docs docs.together.ai raw AI & ML 2 325 53.4 KB
W&B Docs docs.wandb.ai raw AI & ML 2 896 98.1 KB
Weaviate weaviate.io raw AI & ML 13 0 35.8 KB
Angular angular.dev raw Developer tools 16 89 6.8 KB
Bun bun.sh raw Developer tools 2 317 32.3 KB
ClickHouse clickhouse.com raw Developer tools 6 453 99.0 KB
Cloudflare cloudflare.com raw Developer tools 13 88 16.5 KB
Cloudflare Developers developers.cloudflare.com raw Developer tools 9 104 15.2 KB
Databricks databricks.com raw Developer tools 8 37 12.6 KB
Databricks Docs docs.databricks.com raw Developer tools 15 252 46.0 KB
Datadog datadoghq.com raw Developer tools 15 2327 543.0 KB
Datadog Docs docs.datadoghq.com raw Developer tools 1 76 11.3 KB
Docker Docs docs.docker.com raw Developer tools 5 39 5.6 KB
Drizzle Docs orm.drizzle.team raw Developer tools 84 436 36.5 KB
DuckDB duckdb.org raw Developer tools 4 12 3.3 KB
Fly.io fly.io raw Developer tools 18 243 36.9 KB
GitHub github.com raw Developer tools 12 0 28.1 KB
GitHub Docs docs.github.com raw Developer tools 14 0 28.0 KB
GitLab Docs docs.gitlab.com raw Developer tools 7 0 81.6 KB
MongoDB mongodb.com raw Developer tools 7 38 7.8 KB
Neon neon.tech raw Developer tools 22 239 34.2 KB
Netlify netlify.com raw Developer tools 5 27 2.8 KB
Netlify Docs docs.netlify.com raw Developer tools 17 105 24.1 KB
New Relic newrelic.com raw Developer tools 17 199 42.7 KB
Next.js nextjs.org raw Developer tools 4 33 8.4 KB
Node.js nodejs.org raw Developer tools 1 68 13.8 KB
Nuxt nuxt.com raw Developer tools 4 352 55.0 KB
PlanetScale planetscale.com raw Developer tools 3 522 97.7 KB
Postman postman.com raw Developer tools 5 18 3.3 KB
Postman Learning learning.postman.com raw Developer tools 4 13 4.2 KB
Prisma prisma.io raw Developer tools 2 12 2.4 KB
Pulumi pulumi.com raw Developer tools 4 36 12.6 KB
Railway railway.com raw Developer tools 6 33 4.7 KB
React react.dev raw Developer tools 2 177 14.0 KB
Redis redis.io raw Developer tools 11 199 45.8 KB
Render render.com raw Developer tools 6 328 39.9 KB
Sentry sentry.io raw Developer tools 6 27 2.1 KB
Sentry Docs docs.sentry.io raw Developer tools 15 125 19.1 KB
Supabase supabase.com raw Developer tools 2 30 2.3 KB
Svelte svelte.dev raw Developer tools 3 7 1.6 KB
Temporal temporal.io raw Developer tools 8 43 7.3 KB
Temporal Docs docs.temporal.io raw Developer tools 5 120 11.0 KB
Turborepo turbo.build raw Developer tools 2 101 11.1 KB
Vite vitejs.dev raw Developer tools 1 43 3.4 KB
Vue.js vuejs.org raw Developer tools 1 94 7.2 KB
GitBook Docs docs.gitbook.com raw Docs platforms 6 654 111.6 KB
BigCommerce bigcommerce.com raw E-commerce 10 0 3.6 KB
BigCommerce Developer developer.bigcommerce.com raw E-commerce 2 7 960 B
Commercetools commercetools.com raw E-commerce 7 28 4.3 KB
Medusa medusajs.com raw E-commerce 4 298 67.4 KB
Medusa Docs docs.medusajs.com raw E-commerce 9 182 26.0 KB
Saleor saleor.io raw E-commerce 4 7 2.0 KB
Shopify shopify.com raw E-commerce 12 71 12.2 KB
Adyen adyen.com raw Fintech 4 2609 600.4 KB
Adyen Docs docs.adyen.com raw Fintech 28 2475 397.2 KB
Brex brex.com raw Fintech 15 2042 548.0 KB
Coinbase coinbase.com raw Fintech 6 17 5.0 KB
Coinbase Developer docs.cdp.coinbase.com raw Fintech 9 50 7.5 KB
Plaid plaid.com raw Fintech 52 1417 335.8 KB
Stripe stripe.com raw Fintech 30 285 63.5 KB
Stripe Docs docs.stripe.com raw Fintech 26 471 91.0 KB
Answer.AI answer.ai raw Other 1 3 760 B
llms.txt spec llmstxt.org raw Other 1 3 648 B
llmtxt.info (this site) llmtxt.info raw Other 10 90 10.1 KB
nbdev nbdev.fast.ai raw Other 3 29 4.2 KB
Amplitude amplitude.com raw SaaS 4 0 11.0 KB
Asana asana.com raw SaaS 9 44 5.6 KB
Atlassian atlassian.com raw SaaS 13 105 26.0 KB
Auth0 auth0.com raw SaaS 9 41 4.1 KB
Cal.com cal.com raw SaaS 9 0 14.0 KB
Calendly calendly.com raw SaaS 11 52 14.8 KB
Clerk clerk.com raw SaaS 5 85 18.4 KB
ClickUp clickup.com raw SaaS 10 50 8.6 KB
Framer framer.com raw SaaS 8 47 9.5 KB
Gorgias gorgias.com raw SaaS 5 49 6.8 KB
HubSpot hubspot.com raw SaaS 27 201 30.0 KB
Intercom intercom.com raw SaaS 14 54 8.0 KB
Linear linear.app raw SaaS 2 146 9.5 KB
Loom loom.com raw SaaS 2 0 908 B
Make make.com raw SaaS 9 261 80.5 KB
monday.com monday.com raw SaaS 12 53 9.7 KB
n8n n8n.io raw SaaS 1 4 1.1 KB
n8n Docs docs.n8n.io raw SaaS 9 1319 270.3 KB
Notion Developers developers.notion.com raw SaaS 2 201 29.7 KB
PostHog posthog.com raw SaaS 63 3280 335.7 KB
Postmark postmarkapp.com raw SaaS 8 20 27.5 KB
Resend resend.com raw SaaS 14 39 5.5 KB
Slack slack.com raw SaaS 7 165 39.7 KB
Slack API api.slack.com raw SaaS 7 165 39.7 KB
Squarespace squarespace.com raw SaaS 3 0 2.0 KB
Webflow webflow.com raw SaaS 8 75 13.0 KB
Wix wix.com raw SaaS 21 131 35.2 KB
WordPress.com wordpress.com raw SaaS 7 20 6.9 KB
WordPress.org wordpress.org raw SaaS 9 36 5.6 KB
WorkOS workos.com raw SaaS 30 647 74.6 KB
Zapier zapier.com raw SaaS 8 24 12.1 KB
Zendesk zendesk.com raw SaaS 19 3133 724.0 KB

Sections and links as measured in the live file. Raw data: adoption-stats.json · adoption-panel.json · directory-insights.json · v2-adoption-stats.json

Six files worth reading line by line, with notes on what makes each one good. All links go to the source files on the original sites.

Looking for a larger running list? The community directories directory.llmstxt.cloud and llmstxt.site track sites that publish llms.txt. To check any specific site yourself, see how to find a website's llms.txt.

Vercel

Platform

Vercel exposes /llms.txt at the marketing root with sections for product surfaces and key documentation entry points.

Demonstrates llms.txt usage on a marketing site (not just docs).

Stripe

Documentation

Stripe's documentation exposes /llms.txt with sections grouped by API surface (Payments, Connect, Billing, Identity, Issuing).

Strong example for large API documentation. Each section points to a focused subset of pages.

Perplexity

Documentation

Perplexity's API docs publish a compact /llms.txt that maps each endpoint to its dedicated reference page.

Good example of an API-first /llms.txt - short, focused, easy to parse.

Mintlify

Platform

Mintlify auto-generates /llms.txt and /llms-full.txt for every documentation site hosted on their platform.

Mintlify co-developed the llms-full.txt convention with Anthropic.

Cloudflare

Documentation

Cloudflare's developer docs site exposes /llms.txt with sections grouped by product (Workers, R2, D1, Pages, Zero Trust, etc.).

Per-product /llms-full.txt variants are also published under each product's docs root.

Anthropic

Documentation

Anthropic's developer documentation publishes both /llms.txt and /llms-full.txt, organized by product surface (API, Claude Code, Agent SDK).

One of the cleanest reference implementations. Sections are stable and well-named.

Patterns to copy

  1. Group by product surface, not by content type. Stripe, Cloudflare and Anthropic all section by product (Payments, Workers, Claude API), not by “blog / docs / guides.” That matches how an LLM client usually queries.
  2. One sentence per item, factual. Avoid marketing language. The note after the colon is for disambiguation, not for selling.
  3. Keep the root file small. If you have many products, publish per-product variants (e.g. /workers/llms-full.txt) instead of one giant root file.
  4. Pair with llms-full.txt. Most documentation adopters publish both. The map is for navigation, the full file is for ingestion.
  5. Use absolute URLs. Every example we list does this. Relative URLs make the file ambiguous when copied around.

Submit an example

Want your llms.txt listed in the directory? The requirements are simple:

  • The file is publicly accessible at the listed URL.
  • It validates against our validator with no errors.
  • You can describe it in two sentences without marketing language.

Reach out via the channel on the about page with your URL; if the file passes the checker, it joins the panel at the next weekly run.