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# 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: August 3, 2026

## Verified directory

Every entry below was fetched and parsed by our checker on 2026-08-03: 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](/llms-txt-adoption/), 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.

All (113)
AI & ML (19)
Developer tools (42)
Docs platforms (1)
E-commerce (7)
Fintech (8)
Other (4)
SaaS (32)
Site   Category   Sections   Links   Size              Anthropic Docs    docs.anthropic.com   
raw
AI & ML   3   549    55.6 KB          Cohere    cohere.com   
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AI & ML   10   0    4.7 KB          ElevenLabs    elevenlabs.io   
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AI & ML   7   47    9.2 KB          Google DeepMind    deepmind.google   
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AI & ML   4   20    6.8 KB          Groq Console    console.groq.com   
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AI & ML   0   150    61.8 KB          LangChain Docs    docs.langchain.com   
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AI & ML   1   957    97.6 KB          Mistral AI    mistral.ai   
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AI & ML   8   27    5.4 KB          Mistral Docs    docs.mistral.ai   
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AI & ML   1   0    14.3 KB          Modal    modal.com   
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AI & ML   3   290    23.3 KB          OpenRouter    openrouter.ai   
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AI & ML   4   314    41.8 KB          Perplexity Docs    docs.perplexity.ai   
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AI & ML   3   193    40.9 KB          Pinecone    pinecone.io   
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AI & ML   12   206    28.9 KB          Pinecone Docs    docs.pinecone.io   
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AI & ML   2   419    75.7 KB          Qdrant    qdrant.tech   
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AI & ML   10   585    149.5 KB          Replicate    replicate.com   
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AI & ML   7   0    3.3 KB          Together AI    together.ai   
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AI & ML   14   165    38.2 KB          Together AI Docs    docs.together.ai   
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AI & ML   2   325    53.4 KB          W&B Docs    docs.wandb.ai   
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AI & ML   2   896    98.1 KB          Weaviate    weaviate.io   
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AI & ML   13   0    35.8 KB          Angular    angular.dev   
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Developer tools   16   89    6.8 KB          Bun    bun.sh   
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Developer tools   2   317    32.3 KB          ClickHouse    clickhouse.com   
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Developer tools   6   453    99.0 KB          Cloudflare    cloudflare.com   
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Developer tools   13   88    16.5 KB          Cloudflare Developers    developers.cloudflare.com   
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Developer tools   9   104    15.2 KB          Databricks    databricks.com   
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Developer tools   8   37    12.6 KB          Databricks Docs    docs.databricks.com   
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Developer tools   15   252    46.0 KB          Datadog    datadoghq.com   
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Developer tools   15   2327    543.0 KB          Datadog Docs    docs.datadoghq.com   
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Developer tools   1   76    11.3 KB          Docker Docs    docs.docker.com   
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Developer tools   5   39    5.6 KB          Drizzle Docs    orm.drizzle.team   
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Developer tools   84   436    36.5 KB          DuckDB    duckdb.org   
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Developer tools   4   12    3.3 KB          Fly.io    fly.io   
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Developer tools   18   243    36.9 KB          GitHub    github.com   
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Developer tools   12   0    28.1 KB          GitHub Docs    docs.github.com   
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Developer tools   14   0    28.0 KB          GitLab Docs    docs.gitlab.com   
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Developer tools   7   0    81.6 KB          MongoDB    mongodb.com   
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Developer tools   7   38    7.8 KB          Neon    neon.tech   
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Developer tools   22   239    34.2 KB          Netlify    netlify.com   
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Developer tools   5   27    2.8 KB          Netlify Docs    docs.netlify.com   
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Developer tools   17   105    24.1 KB          New Relic    newrelic.com   
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Developer tools   17   199    42.7 KB          Next.js    nextjs.org   
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Developer tools   4   33    8.4 KB          Node.js    nodejs.org   
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Developer tools   1   68    13.8 KB          Nuxt    nuxt.com   
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Developer tools   4   352    55.0 KB          PlanetScale    planetscale.com   
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Developer tools   3   522    97.7 KB          Postman    postman.com   
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Developer tools   5   18    3.3 KB          Postman Learning    learning.postman.com   
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Developer tools   4   13    4.2 KB          Prisma    prisma.io   
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Developer tools   2   12    2.4 KB          Pulumi    pulumi.com   
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Developer tools   4   36    12.6 KB          Railway    railway.com   
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Developer tools   6   33    4.7 KB          React    react.dev   
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Developer tools   2   177    14.0 KB          Redis    redis.io   
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Developer tools   11   199    45.8 KB          Render    render.com   
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Developer tools   6   328    39.9 KB          Sentry    sentry.io   
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Developer tools   6   27    2.1 KB          Sentry Docs    docs.sentry.io   
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Developer tools   15   125    19.1 KB          Supabase    supabase.com   
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Developer tools   2   30    2.3 KB          Svelte    svelte.dev   
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Developer tools   3   7    1.6 KB          Temporal    temporal.io   
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Developer tools   8   43    7.3 KB          Temporal Docs    docs.temporal.io   
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Developer tools   5   120    11.0 KB          Turborepo    turbo.build   
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Developer tools   2   101    11.1 KB          Vite    vitejs.dev   
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Developer tools   1   43    3.4 KB          Vue.js    vuejs.org   
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Developer tools   1   94    7.2 KB          GitBook Docs    docs.gitbook.com   
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Docs platforms   6   654    111.6 KB          BigCommerce    bigcommerce.com   
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E-commerce   10   0    3.6 KB          BigCommerce Developer    developer.bigcommerce.com   
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E-commerce   2   7    960 B          Commercetools    commercetools.com   
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E-commerce   7   28    4.3 KB          Medusa    medusajs.com   
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E-commerce   4   298    67.4 KB          Medusa Docs    docs.medusajs.com   
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E-commerce   9   182    26.0 KB          Saleor    saleor.io   
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E-commerce   4   7    2.0 KB          Shopify    shopify.com   
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E-commerce   12   71    12.2 KB          Adyen    adyen.com   
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Fintech   4   2609    600.4 KB          Adyen Docs    docs.adyen.com   
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Fintech   28   2475    397.2 KB          Brex    brex.com   
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Fintech   15   2042    548.0 KB          Coinbase    coinbase.com   
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Fintech   6   17    5.0 KB          Coinbase Developer    docs.cdp.coinbase.com   
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Fintech   9   50    7.5 KB          Plaid    plaid.com   
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Fintech   52   1417    335.8 KB          Stripe    stripe.com   
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Fintech   30   285    63.5 KB          Stripe Docs    docs.stripe.com   
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Fintech   26   471    91.0 KB          Answer.AI    answer.ai   
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Other   1   3    760 B          llms.txt spec    llmstxt.org   
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Other   1   3    648 B          llmtxt.info (this site)    llmtxt.info   
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Other   10   90    10.1 KB          nbdev    nbdev.fast.ai   
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Other   3   29    4.2 KB          Amplitude    amplitude.com   
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SaaS   4   0    11.0 KB          Asana    asana.com   
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SaaS   9   44    5.6 KB          Atlassian    atlassian.com   
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SaaS   13   105    26.0 KB          Auth0    auth0.com   
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SaaS   9   41    4.1 KB          Cal.com    cal.com   
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SaaS   9   0    14.0 KB          Calendly    calendly.com   
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SaaS   11   52    14.8 KB          Clerk    clerk.com   
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SaaS   5   85    18.4 KB          ClickUp    clickup.com   
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SaaS   10   50    8.6 KB          Framer    framer.com   
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SaaS   8   47    9.5 KB          Gorgias    gorgias.com   
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SaaS   5   49    6.8 KB          HubSpot    hubspot.com   
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SaaS   27   201    30.0 KB          Intercom    intercom.com   
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SaaS   14   54    8.0 KB          Linear    linear.app   
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SaaS   2   146    9.5 KB          Loom    loom.com   
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SaaS   2   0    908 B          Make    make.com   
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SaaS   9   261    80.5 KB          monday.com    monday.com   
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SaaS   12   53    9.7 KB          n8n    n8n.io   
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SaaS   1   4    1.1 KB          n8n Docs    docs.n8n.io   
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SaaS   9   1319    270.3 KB          Notion Developers    developers.notion.com   
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SaaS   2   201    29.7 KB          PostHog    posthog.com   
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SaaS   63   3280    335.7 KB          Postmark    postmarkapp.com   
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SaaS   8   20    27.5 KB          Resend    resend.com   
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SaaS   14   39    5.5 KB          Slack    slack.com   
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SaaS   7   165    39.7 KB          Slack API    api.slack.com   
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SaaS   7   165    39.7 KB          Squarespace    squarespace.com   
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SaaS   3   0    2.0 KB          Webflow    webflow.com   
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SaaS   8   75    13.0 KB          Wix    wix.com   
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SaaS   21   131    35.2 KB          WordPress.com    wordpress.com   
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SaaS   7   20    6.9 KB          WordPress.org    wordpress.org   
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SaaS   9   36    5.6 KB          WorkOS    workos.com   
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SaaS   30   647    74.6 KB          Zapier    zapier.com   
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SaaS   8   24    12.1 KB          Zendesk    zendesk.com   
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SaaS   19   3133    724.0 KB           
Sections and links as measured in the live file. Raw data:
[adoption-stats.json](/adoption-stats.json) ·
[adoption-panel.json](/adoption-panel.json)
· [directory-insights.json](/directory-insights.json)
· [v2-adoption-stats.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](https://directory.llmstxt.cloud/)
and
[llmstxt.site](https://llmstxt.site/) track sites
that publish llms.txt. To check any specific site yourself, see
[how to find a website's llms.txt](/how-to-find-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).
vercel.com/llms.txt    
verified Tue Apr 14 2026 00:00:00 GMT+0000 (Coordinated Universal Time)          
### 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.
docs.stripe.com/llms.txt    
verified Tue Apr 14 2026 00:00:00 GMT+0000 (Coordinated Universal Time)          
### 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.
docs.perplexity.ai/llms.txt    
verified Tue Apr 14 2026 00:00:00 GMT+0000 (Coordinated Universal Time)          
### 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.
mintlify.com/docs/llms.txt    
verified Tue Apr 14 2026 00:00:00 GMT+0000 (Coordinated Universal Time)          
### 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.
developers.cloudflare.com/llms.txt    
verified Tue Apr 14 2026 00:00:00 GMT+0000 (Coordinated Universal Time)          
### 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.
docs.anthropic.com/llms.txt    
verified Tue Apr 14 2026 00:00:00 GMT+0000 (Coordinated Universal Time)         
## 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 &ldquo;blog / docs / guides.&rdquo;
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](/validator/) with no errors. 
- You can describe it in two sentences without marketing language.   
Reach out via the channel on the [about page](/about/) with your URL; if the file passes
the checker, it joins the panel at the next weekly run.

On this page

- [ Verified directory ](#directory)
- [ Annotated examples ](#gallery)
- [ Patterns to copy ](#patterns)
- [ Submit an example ](#submit)