Next.js SEO + GEO Content Framework for Developer Portfolios

Modern discovery is no longer only about ranking on Google. AI assistants also parse, summarize, and cite structured pages. Your portfolio should be readable for both crawlers and LLM systems.

1. Use one intent per page

Each page should answer one core question clearly. Example: Projects page answers what you built, with which technologies, and what outcomes were achieved.

2. Write extraction-friendly sections

• About: who you are and what you specialize in.
• Skills: categorized stack with exact tool names.
• Projects: problem, implementation, and result.
• FAQ: direct question-answer pairs.

3. Pair metadata with schema

Route-level metadata, canonical URLs, Open Graph, and JSON-LD should describe the same reality. Inconsistencies reduce trust signals for both search and AI systems.

export const metadata = {
  title: "Projects",
  description: "Production projects with technologies and outcomes.",
  alternates: { canonical: "/projects" },
}

Clear structure and factual writing increase the chance of correct AI citation.

Portfolio optimization principle