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Services / AI Platform Development

Astro.js Platform Development: Content Sites with AI Features Built In

Build lightning-fast marketing sites, documentation, and blogs with semantic search, AI chat, and document processing—without Next.js complexity. Get 3-10x faster page loads, better SEO, and low-cost hosting while keeping production AI features.

Astro vs Next.js guide

3-10x

Faster Than
Next.js SSR

100

Lighthouse
Score Guaranteed

Low-cost

Monthly Hosting
on Netlify/Vercel

AI+SEO

RAG Features
+ Top Rankings

What determines cost

Astro projects are scoped based on content volume, AI features, integrations, and design complexity. Here's what moves cost up or down.

Site complexity & pages

  • Simple site (5-20 pages) lighter investment
  • Medium site (20-100 pages + blog) moderate investment
  • Large site (100+ pages, docs, multi-language) premium investment
  • Custom page templates and layouts add scope

AI feature scope

  • Basic semantic search included in base
  • AI chat with RAG moderate add-on
  • Document processing + embeddings higher effort
  • Multiple AI surfaces (search, chat, recommendations) premium

Content source

  • MDX files (Astro native) lower cost
  • Headless CMS integration (Contentful, Sanity) moderate
  • Multiple content sources (CMS + API + files) higher effort
  • Migration from WordPress/Ghost adds scope

Design & interactivity

  • Pre-built components (Tailwind, shadcn) lower cost
  • Custom design system moderate add-on
  • Interactive islands (React, Vue, Svelte) higher effort
  • Complex animations and transitions add scope

Integrations & tools

  • Analytics (PostHog, Plausible) included
  • Email capture + forms minor add-on
  • Payment processing (Stripe) moderate
  • Advanced integrations (CRM, marketing automation) add scope

Security & testing

  • Basic security testing included
  • Comprehensive OWASP audit moderate add-on
  • Prompt injection testing for AI features included
  • Accessibility audit (WCAG 2.1 AA) adds scope

Bottom line: Lightweight marketing sites require far less effort than multi-language documentation platforms with AI. The assessment clarifies scope before we begin.

When to use Astro vs Next.js

Astro and Next.js solve different problems. Astro excels at content-heavy sites where performance and SEO matter most. Next.js excels at applications with complex state and real-time interactivity.

Choose Astro when you need

  • Marketing sites: Landing pages, company sites, portfolios
  • Blogs & content: Personal blogs, company blogs, news sites
  • Documentation: Product docs, API references, knowledge bases
  • SEO-first: Content sites where Google rankings matter
  • Performance: Sub-second page loads with Lighthouse targets near 100 via best-practice SEO
  • Static content: Content doesn't change per user
  • Lower costs: Low-cost hosting vs large SSR infrastructure

AI features still work: Semantic search, AI chat, document processing, RAG—all available in Astro sites.

Choose Next.js when you need

  • SaaS applications: User dashboards, admin panels, tools
  • Multi-tenant platforms: Per-user data, RLS, tenant isolation
  • Real-time features: Live updates, WebSockets, streaming
  • Complex state: Shopping carts, form wizards, workflows
  • Authentication: Login flows, protected routes, RBAC
  • Personalization: Per-user content, recommendations, feeds
  • APIs first: Backend-heavy apps with database operations

See our Next.js service: Next.js AI Platform Development

Or use both: Astro marketing site + Next.js app

Many startups use Astro for their marketing site (fast, SEO-optimized, cheap hosting) and Next.js for their SaaS application (complex state, auth, real-time features). We can build both in one project.

Example: Astro site at yourcompany.com (marketing, blog, docs) + Next.js app at app.yourcompany.com (SaaS platform, user dashboards).

Investment: Astro + Next.js hybrid projects are scoped case-by-case depending on content volume and AI depth.

Why Astro dominates for content sites

Astro's "islands architecture" ships zero JavaScript by default—only hydrating interactive components when needed. This makes content sites 3-10x faster than Next.js SSR while keeping AI features available.

Performance & Core Web Vitals

  • Minimal JavaScript shipped = sub-second page loads
  • Targets 90-100 Lighthouse scores via best-practice SEO (3rd-party scripts may vary)
  • Excellent Core Web Vitals (LCP, FID, CLS)
  • 3-10x faster than Next.js SSR for content sites
  • Static generation = instant page transitions

SEO & discoverability

  • Pure HTML = Google crawls instantly
  • No client-side routing = better indexing
  • Built-in sitemap and RSS generation
  • Structured data and schema markup
  • Semantic search adds AI-powered discovery

Developer experience

  • MDX native = content in version control
  • Framework-agnostic islands (React, Vue, Svelte)
  • TypeScript strict mode enforced
  • Hot module replacement = fast dev cycles
  • Simple mental model = easier to maintain

Cost & hosting

  • Low-cost hosting (Netlify, Vercel, Cloudflare Pages)
  • No serverless function costs
  • CDN distribution included
  • Instant rollbacks and previews
  • Far cheaper than heavy SSR hosting

Three Astro packages

Whether you need a marketing site, documentation platform, or content hub with AI features, we have a package designed for your use case.

Package 1

Marketing Site + AI

Entry investment

6-8 weeks

Best for startups needing fast, SEO-optimized sites

Landing pages, company site, blog, and case studies with semantic search built in.

What you get

  • 5-20 custom pages (home, about, services, pricing, contact)
  • Blog with MDX (rich content, code blocks, embeds)
  • Semantic search across all content
  • Analytics (PostHog or Plausible)
  • Contact forms + email capture
  • Lighthouse optimization with best-practice SEO
  • Deployment + CI/CD pipeline

Package 2 - Popular

Documentation + RAG

Popular investment band

8-12 weeks

Best for product docs with AI-powered search

Full documentation site with RAG-powered AI assistant, semantic search, and versioning.

What you get

  • Everything in Package 1
  • Documentation structure (guides, API reference, tutorials)
  • RAG-powered AI assistant for docs
  • Semantic search with code examples
  • Version selector (v1, v2, latest)
  • Algolia or custom search integration
  • Dark mode + syntax highlighting
  • Security testing (OWASP, prompt injection)

Package 3

Content Hub + AI

Premium investment

10-14 weeks

Best for multi-language sites or content platforms

Large-scale content platform with CMS integration, multi-language, and advanced AI features.

What you get

  • Everything in Package 2
  • Headless CMS integration (Contentful, Sanity, Strapi)
  • Multi-language support (i18n routing)
  • Advanced RAG (multiple document types, embeddings)
  • AI content recommendations
  • Custom search facets and filters
  • E-commerce integration (optional)
  • Comprehensive security testing

All packages include: TypeScript strict mode, Tailwind CSS, automated testing, CI/CD, deployment, and 30 days post-launch support.

How Astro development works

We build in phases with continuous deployment—every merge to main goes live. You see progress daily, not after months of silence.

Phase 1: Foundation (1-2 weeks) Click to collapse
  • Scaffold Astro project (TypeScript strict, Tailwind, MDX)
  • Set up content collections (blog, docs, case studies)
  • Configure deployment (Netlify, Vercel, or Cloudflare Pages)
  • Implement design system (components, typography, spacing)
  • Wire analytics (PostHog, Plausible, or custom)
  • Build CI/CD pipeline (tests, previews, auto-deploy)
Phase 2: Pages & Content (2-3 weeks) Show details
  • Build core pages (home, about, services, pricing, contact)
  • Implement blog with MDX (syntax highlighting, embeds)
  • Create reusable components (cards, CTAs, testimonials)
  • Add forms with validation (Zod schemas)
  • Integrate email capture (ConvertKit, Mailchimp, or custom)
  • Optimize images (Astro's Image component)
Phase 3: AI Features (2-4 weeks) Show details
  • Implement semantic search (pgvector + embeddings)
  • Build RAG-powered AI chat (if included in package)
  • Add document processing pipeline (chunking, indexing)
  • Create search UI with instant results
  • Implement prompt injection defenses
  • Wire observability (error tracking, search analytics)
Phase 4: Polish & Testing (1-2 weeks) Show details
  • Optimize performance (Lighthouse 100 on all pages)
  • Add SEO metadata (Open Graph, Twitter cards, schema)
  • Generate sitemap and RSS feed
  • Security testing (OWASP, prompt injection if AI)
  • Cross-browser testing (Chrome, Safari, Firefox)
  • Mobile optimization and responsive design
Phase 5: Launch & Handover (1 week) Show details
  • Domain configuration and DNS setup
  • SSL certificate provisioning
  • Final performance audit
  • Documentation (content guide, deployment, troubleshooting)
  • Team training (if requested)
  • 30 days post-launch support included

Timeline summary

Marketing site: 6-8 weeks, investment set after assessment

Documentation + RAG: 8-12 weeks, scoped during planning

Content hub + AI: 10-14 weeks, premium scope

Every project includes automated testing, CI/CD, security testing, and 30 days post-launch support.

Proof this works

CodeWheel AI: Built with Astro

You're reading this page on an Astro site right now. We built CodeWheel AI with Astro + TypeScript + Tailwind to prove the performance and SEO benefits are real.

Performance

Lighthouse scores tuned toward 90-100 on desktop and mobile via best-practice SEO (subject to 3rd-party scripts). Sub-second page loads globally via CDN.

  • LCP: <0.5s (Core Web Vital)
  • FID: <10ms (instant interactivity)
  • CLS: 0 (no layout shift)
  • Minimal JavaScript shipped across pages

SEO & Indexing

Pure HTML means Google indexes instantly. Ranking for “AI consultant Bay Area” in weeks, not months.

  • 500+ keywords tracked
  • 55% search volume coverage
  • Auto-generated sitemap + RSS
  • Structured data on all pages

Cost & Hosting

Deployed on Vercel with zero serverless costs. 100GB bandwidth + instant previews included.

  • Low-cost hosting compared to SSR stacks
  • Global CDN distribution
  • Instant rollbacks
  • Preview deployments per PR

Tech stack

Framework: Astro 5 with TypeScript strict mode
Styling: Tailwind CSS + custom design system
Content: MDX files in version control
Analytics: PostHog for product analytics
Hosting: Vercel with global CDN
Build time: 6 weeks for full site + blog + case studies

Astro development FAQ

Common questions

Honest answers to the questions founders ask before choosing Astro for their content site.

Can Astro handle interactive components?

Yes. Astro's islands architecture lets you hydrate interactive React, Vue, or Svelte components only where needed. For example, an AI chat widget can be a React island while the rest of the page stays static HTML. You get interactivity where it matters without shipping JavaScript everywhere.

How do AI features work without serverless functions?

AI features (search, chat, RAG) require server-side logic. We handle this three ways: (1) serverless functions on Vercel/Netlify for real-time features, (2) static generation at build time for semantic search indexes, or (3) external API calls to dedicated AI servers. You get production AI without compromising Astro’s performance benefits.

Can we migrate from WordPress or Ghost to Astro?

Absolutely. We export your WordPress/Ghost content as Markdown, map taxonomies to Astro content collections, preserve SEO metadata and URL structure, and add redirects for any changed URLs. Most migrations take 2-3 weeks including content cleanup and testing. You keep all your Google rankings while gaining 5-10x faster page loads.

What if we want a headless CMS instead of MDX files?

Astro integrates seamlessly with headless CMSs like Contentful, Sanity, Strapi, or Payload. Your marketing team gets a visual editor while we keep Astro’s performance benefits. Content updates trigger rebuilds (usually under 60 seconds), and you can preview drafts before publishing. CMS integration and setup is scoped separately during planning.

How does Astro handle dynamic content or user-specific pages?

Astro excels at static content. For user-specific pages (dashboards, login flows, personalized feeds), use Next.js instead. Many startups use both: Astro for marketing/docs (yoursite.com) and Next.js for their SaaS app (app.yoursite.com). We can build hybrid setups where each tool plays to its strengths.

What's the hosting cost for Astro sites?

Netlify, Vercel, and Cloudflare Pages all offer low-cost tiers that cover small to medium sites. Paid plans remain minimal for custom domains, increased bandwidth, and team features. Static sites avoid serverless function invocations, keeping hosting spend far below SSR stacks.

Can you add e-commerce to an Astro site?

For simple product catalogs (<100 products), yes—we can integrate Stripe, Snipcart, or Shopify Buy Button. For complex e-commerce (inventory, shipping, taxes, customer accounts), use Shopify or a dedicated platform. Astro works best for content-first sites; trying to build a full e-commerce backend in Astro defeats its purpose.

How do we update content after launch?

Two paths: (1) MDX files in GitHub—edit files, commit, auto-deploy in 60 seconds. Perfect for technical teams comfortable with Git. (2) Headless CMS—visual editor for your marketing team, content updates trigger rebuilds. We document both workflows and provide training if needed. Most technical founders prefer MDX; most marketing teams prefer a CMS.

Ready to build your Astro site with AI features?

Start with a consultation to discuss your content strategy, AI features, and hosting requirements. We'll recommend whether Astro, Next.js, or a hybrid approach is right for your use case.

For retrieval design details, read our complete guide to Retrieval-Augmented Generation.

Serving companies across the San Francisco Bay Area, Silicon Valley, and remote teams worldwide.