diff --git a/fern/products/docs/pages/resources/stainless-comparison.mdx b/fern/products/docs/pages/resources/stainless-comparison.mdx
index ae807b00..68755b93 100644
--- a/fern/products/docs/pages/resources/stainless-comparison.mdx
+++ b/fern/products/docs/pages/resources/stainless-comparison.mdx
@@ -29,7 +29,7 @@ Fern is production-ready with stable APIs and backward compatibility. Stainless
|---------|-----------|----------------|
| **Production status** | ✅ [Production-ready](/learn/docs/getting-started/quickstart), stable | ⚠️ Early access with breaking changes expected |
| **Enterprise deployments** | ✅ Widely deployed ([ElevenLabs](https://elevenlabs.io/docs), [Webflow](https://developers.webflow.com), [Hume AI](https://dev.hume.ai)) | ⚠️ Limited production usage |
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+
@@ -41,7 +41,7 @@ Stainless uses Git-based workflows for all content authoring. Fern supports both
| **Visual editor** | ✅ [Fern Editor](/learn/docs/writing-content/fern-editor) with GitHub App integration | ❌ None |
| **Content format** | ✅ [MDX](/learn/docs/writing-content/markdown) with React components | ✅ MDX/Markdoc |
| **Reusable content** | ✅ [Snippets system](/learn/docs/writing-content/reusable-snippets) | ✅ Markdown partials |
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@@ -53,7 +53,7 @@ Stainless doesn't provide an interactive testing environment. Fern's [API Explor
| **API Explorer** | ✅ [Full playground](/learn/docs/api-references/api-explorer/overview) with [auto-populated credentials](/learn/docs/api-references/autopopulate-api-key), WebSocket, and audio streaming support | ❌ None |
| **SDK documentation** | ✅ [Multi-language support](/learn/docs/api-references/sdk-snippets) | ✅ Language-specific pages |
| **API spec formats** | ✅ [OpenAPI, AsyncAPI, gRPC, OpenRPC, Fern](/learn/docs/api-references/generate-api-ref) | ⚠️ OpenAPI + Stainless config only |
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@@ -65,7 +65,7 @@ Stainless doesn't currently offer audience-specific content filtering, multi-ver
| **RBAC** | ✅ [Audience-based content filtering](/learn/docs/authentication/rbac) for internal vs. public sites | ❌ None |
| **API versioning** | ✅ [Multi-version support](/learn/docs/configuration/what-is-docs-yml) with availability states and per-version content | ❌ None |
| **Multi-product sites** | ✅ [Multiple products](/learn/docs/configuration/what-is-docs-yml) in unified documentation | ⚠️ Basic tabs (Guides/Reference) |
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@@ -79,7 +79,7 @@ Stainless offers RAG-based search. Fern provides additional AI features includin
| **AI analytics** | ✅ [Content gap identification](/learn/ask-fern/) and insights | ❌ None |
| **Search** | ✅ Vector search with faceting by language, product, version | ⚠️ Metadata-driven with basic faceting |
| **LLM-friendly format** | ✅ [/llms.txt and /llms-full.txt](/learn/docs/seo/llms-txt) | ✅ .md extension on URLs |
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@@ -90,7 +90,7 @@ Stainless's [authentication](https://www.stainless.com/docs/docs-platform/advanc
|---------|-----------|----------------|
| **Enterprise SSO** | ✅ [WorkOS](/learn/docs/authentication/sso) (SAML/OIDC/SCIM) with [RBAC](/learn/docs/authentication/rbac) | ❌ None |
| **Authenticated pages** | ✅ [Login-protected documentation](/learn/docs/authentication/overview) with [auto-populated credentials](/learn/docs/api-references/autopopulate-api-key) | ⚠️ API keys for Stainless service only |
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@@ -102,7 +102,7 @@ Stainless [deploys static files](https://www.stainless.com/docs/docs-platform/ho
| **Cloud hosting** | ✅ [Vercel with AWS VPC backend](/learn/docs/getting-started/publishing-your-docs) | ✅ Cloudflare (default) |
| **Self-hosted** | ✅ [Full-stack Docker](/learn/docs/self-hosted/overview) (PostgreSQL, S3/MinIO, MeiliSearch) | ❌ Static files only |
| **Custom domains** | ✅ [Full support](/learn/docs/getting-started/setting-up-your-domain) | ✅ Full support |
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@@ -114,7 +114,7 @@ Stainless doesn't currently document redirect capabilities. Fern's [redirect sys
| **Redirects** | ✅ [299+ rules](/learn/docs/seo/redirects) with pattern matching (`:slug`, `:splat`) | ❌ None |
| **SEO optimization** | ✅ [Meta tags, JSON-LD, RSS, OG images, Twitter cards](/learn/docs/seo/metadata) | ✅ Basic meta tags |
| **Sitemap & robots.txt** | ✅ [Automatic generation](/learn/docs/seo/metadata) | ✅ Automatic (assumed) |
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@@ -126,7 +126,7 @@ Stainless doesn't currently document built-in analytics capabilities. Fern provi
| **Analytics integrations** | ✅ [PostHog](/learn/docs/integrations/analytics/posthog), [Google Analytics](/learn/docs/integrations/analytics/google), [Segment](/learn/docs/integrations/analytics/segment), [Mixpanel](/learn/docs/integrations/analytics/mixpanel) ([full list](/learn/docs/integrations/overview)) | ❌ None |
| **Documentation insights** | ✅ Search analytics, AI chat tracking, content gap identification | ❌ None |
| **Performance monitoring** | ✅ Vercel Analytics | ⚠️ Cloudflare Analytics |
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@@ -139,7 +139,7 @@ Both platforms support [customization](https://www.stainless.com/docs/docs-platf
| **Custom components** | ✅ [React components](/learn/docs/writing-content/custom-react-components) with [custom CSS/JS](/learn/docs/customization/custom-css-js) | ✅ Astro components with custom CSS/JS |
| **Third-party integrations** | ✅ [Algolia, PostHog, WorkOS, Intercom, etc.](/learn/docs/integrations/overview) | ⚠️ Astro ecosystem |
| **Developer APIs** | ✅ [MCP server](/learn/docs/ai-features/mcp-server), webhooks, FDR API | ❌ None |
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