pseo-ai-kit

Programmatic SEO starter for AI apps. Next.js 15 + Vercel + LLM content generator + sitemap / JSON-LD / internal-link graph — built by an operator of 43+ pSEO sites.

Why this exists

Every indie operator doing pSEO + LLMs right now is rebuilding the same plumbing in private:

• Keyword list → LLM → typed content
• Canonical tags, sitemap, robots.txt, JSON-LD
• An internal-link graph that isn't just a hub-and-spoke disaster
• A validator that catches duplicate slugs and thin content before Google does
• A content-data layer that survives edits and redeploys

The space is dominated by closed-source courses and Twitter threads. pseo-ai-kit is a single open-source scaffold that gives you the whole stack — shipped by someone running 43+ pSEO sites on Vercel Pro.

30-second demo

# Scaffold a new pSEO site
npx -p @swarmclawai/pseo-ai-kit create-pseo-ai my-site --template directory
cd my-site
pnpm install

# Drop your keywords into keywords.txt (one per line)
echo "best project management software for remote teams" >> keywords.txt

# Plan, then LLM-generate pages
pnpm run keywords
export ANTHROPIC_API_KEY=sk-...
pnpm run generate:incremental

# Sanity-check the output (duplicate slugs, thin content, missing related keywords, etc.)
pnpm run validate
pnpm run graph:svg

# Ship
pnpm run dev            # → http://localhost:3000
pnpm run deploy:preflight
pseo-ai deploy --prod

The package ships two bins (pseo-ai and create-pseo-ai), so npx needs -p <pkg> <bin> to disambiguate. Inside a scaffolded site the pnpm run scripts call pseo-ai directly — so you only use the long form once.

What you get

A scaffolded Next.js 15 App Router site with:

• Typed content data layer — every generated page goes through a Zod schema; frontmatter + markdown body round-trip through gray-matter
• LLM content generator — generate.ts calls Claude Haiku by default, parses strict JSON, and writes one page per keyword with bounded concurrency
• Keyword planning workflow — txt/CSV import, dedupe, deterministic clusters, related-keyword mappings, and incremental generation cache
• SEO essentials — canonical tags, sitemap (/sitemap.xml), robots, OG + Twitter meta, Article + FAQPage JSON-LD
• Internal link graph — buildLinkGraph connects pages by keyword overlap, renders related pages, and can export graph.svg
• Validator + doctor — catches duplicate slugs/titles/descriptions, title/description drift, thin content, graph orphans, missing setup, and deploy blockers
• Vercel preflight — pseo-ai deploy --preflight-only runs setup checks, validation, and the site build before invoking Vercel

Commands

Command	Purpose
pseo-ai init [dir] --template <directory|blog|comparison>	Scaffold a Next.js pSEO site
pseo-ai keywords <keywords.txt>	Clean, dedupe, cluster, and write keywords.plan.json
pseo-ai generate [keywords.txt] --plan keywords.plan.json --incremental	LLM-generate pages from a keyword file or plan
pseo-ai validate	Static SEO checks across all pages
pseo-ai graph --svg graph.svg	Print/export the internal-link graph
pseo-ai doctor	Check local setup, package scripts, content dir, and env readiness
pseo-ai deploy --provider vercel --preflight-only	Run Vercel-oriented deploy preflight; omit --preflight-only to invoke vercel deploy
pseo-ai help-agents	Machine-readable CLI catalog
create-pseo-ai <dir>	Standalone scaffolder bin (same as pseo-ai init)

Every command accepts --json and returns a one-line JSON envelope. Exit codes: 0 success, 1 user error, 2 internal error.

Page schema

Every generated page matches this shape — Zod-validated at generation and on read:

{
  slug: string,            // kebab-case, URL-safe, unique
  title: string,           // 30-60 chars for SERP display
  metaDescription: string, // 120-155 chars
  h1: string,
  intro: string,           // 60-120 words
  sections: [{ heading: string, body: string }],  // 2-10
  keyword: string,
  topicCluster?: string,
  relatedKeywords: string[],
  faqs: [{ q: string, a: string }],
}

You can hand-edit the generated *.md files. The generator respects existing slugs (won't clobber them) and the Next.js app re-reads content on every build.

Keyword plans

pseo-ai keywords keywords.txt --out keywords.plan.json creates a deterministic plan with cleaned keywords, topic clusters, related-keyword mappings, and a source hash. pseo-ai generate --plan keywords.plan.json --incremental uses that plan and skips pages whose generation inputs and existing markdown file have not changed.

CSV input is supported with --format csv --keyword-column keyword.

Providers

The default generator uses Anthropic's Claude Haiku for cost. The ContentClient interface is one method (generatePage), so dropping in OpenAI, a local model via Ollama, or a custom pipeline is trivial:

import { generatePages } from "@swarmclawai/pseo-ai-kit";

await generatePages({
  site,
  keywords,
  client: {
    async generatePage({ site, keyword, relatedKeywords, existingSlugs }) {
      // ...call your own model...
      return pageSchema.parse(result);
    },
  },
});

The library also exports createKeywordPlan, keywordPlanSchema, buildGraphSvg, generationCacheSchema, and cache hashing helpers for custom pipelines.

Next.js templates import page-runtime helpers from @swarmclawai/pseo-ai-kit/runtime so generator-only dependencies stay out of the app build.

How it compares

	pseo-ai-kit	Astro starters	Contentlayer-based templates	Vercel templates
pSEO-focused content pipeline	✅	❌	❌	❌
LLM generator built-in	✅	❌	❌	partial
JSON-LD + FAQPage schema	✅	❌	❌	❌
Internal-link graph generator	✅	❌	❌	❌
Validator for SEO fundamentals	✅	❌	❌	❌
Agent-driven CLI	✅	—	—	—

Built for coding agents

Every swarmclawai CLI follows the same agent conventions so Claude Code, Cursor, Cline, Aider, Codex et al can drive them without guessing:

• --json everywhere, one-line envelope on stdout
• Stderr for logs, stdout for data
• Stable exit codes: 0 / 1 / 2
• Non-interactive by default
• pseo-ai help-agents returns the entire command catalog as JSON

See AGENTS.md for the full machine-readable reference.

Roadmap

• Optional BYOK keyword-volume enrichment
• Built-in Lighthouse budget assertions
• More example campaigns and template overlays

Contributing

See CONTRIBUTING.md.

License

MIT