Glossary

What is generative engine optimization?

GEO is the practice of structuring web content so AI answer engines can understand the page, extract facts, cite sources, and route qualified users.

Generate GEO pages as code Install Pagewell

Direct answer

Generative engine optimization, or GEO, is the practice of structuring web content so AI answer engines can understand, extract, cite, and route users from it. Strong GEO pages use direct answers, clear headings, factual examples, schema, freshness signals, and claim-safe source material.

Definition

Made for AI answers

GEO favors factual, clearly structured pages that directly answer questions and expose stable product facts.

Mechanism

Clear for readers and machines

Headings, direct answers, schema, examples, and internal links help both readers and AI systems understand the page.

Pagewell angle

Facts before generation

Pagewell uses PAGEWELL.md and DESIGN.md so GEO pages are factual, specific, and native to the repo.

Expanded explanation

GEO isn't stuffing keywords for crawlers.

A useful GEO page should satisfy a narrow intent, state the answer plainly, include concrete examples, and avoid unsupported claims. The goal is to be easy to quote without becoming thin or generic.

  • Use stable terminology and direct answers near the top of the page.
  • Connect definitions to product workflows only when the connection is real.
  • Add schema only when the visible content supports it.
  • Keep claims grounded in a source of truth such as PAGEWELL.md.

Example

A Pagewell GEO page starts with a brief and a context file.

geo page ingredients 
PAGEWELL.md: product facts, route taxonomy, page patterns, claims
DESIGN.md: visual identity and component rules
brief: query, intent, audience, CTA, constraints
playbook: required coverage for the page type
QA: metadata, schema, claims, genericness, discovery

Related terms

Where GEO connects to Pagewell page types.

FAQ

Exact question pages

FAQ pages answer one searched question directly and can include FAQPage schema when visible content matches.

Glossary

Definition pages

Glossary pages define one term clearly, provide an example, and link into relevant product or use-case routes.

Free tools

Utility pages

Free tools provide immediate value without signup and can earn useful search and citation visibility.

Public references

Useful sources for AI SEO and structured content.

Source Why it matters URL
schema.org Defines structured data types such as FAQPage, HowTo, SoftwareApplication, WebApplication, ItemList, and DefinedTerm. https://schema.org
Google Search Central Documents how Google understands structured data, crawlability, and search appearance. https://developers.google.com/search
llms.txt Describes a convention for giving AI systems concise site context and source URLs. https://llmstxt.org

Related routes

Related workflows and routes.

Generate SEO pages as code

Apply GEO coverage to repo-native pages.

llms.txt validator

Check an AI discovery file with a no-signup tool.

Set up Pagewell

Create PAGEWELL.md before generating topic clusters.

Generate GEO pages

Ready to generate GEO pages as code?

Install Pagewell and create answer-ready glossary and FAQ pages with grounded claims, visible examples, and supported schema.

bunx skills add ReScienceLab/pagewell --skill pagewell

Installs the Pagewell agent skill via skills.sh.

Read install docs