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
Annotated examples
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
PlatformVercel 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
DocumentationStripe'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
DocumentationPerplexity'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
PlatformMintlify 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
DocumentationCloudflare'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
DocumentationAnthropic'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
- 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.
- One sentence per item, factual. Avoid marketing language. The note after the colon is for disambiguation, not for selling.
- 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. - Pair with
llms-full.txt. Most documentation adopters publish both. The map is for navigation, the full file is for ingestion. - 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.