improve-aeo-geo

Audit and modify website codebases to improve AI engine discoverability and citation.

1.3k|43|Updated Feb 26, 2026
One-click install
npx skills add https://github.com/onvoyage-ai/gtm-engineer-skills --skill improve-aeo-geo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: improve-aeo-geo
Source: https://github.com/onvoyage-ai/gtm-engineer-skills/tree/main/improve-aeo-geo
Command: npx skills add https://github.com/onvoyage-ai/gtm-engineer-skills --skill improve-aeo-geo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Websites and content are increasingly discovered and cited by AI agents rather than human searchers, and many sites are invisible to those agents because of missing technical signals, blocked crawlers, thin content, or absent structured data. This Skill audits a site's codebase and makes prioritized, framework-aware code changes so AI engines can discover, parse, and quote content reliably.

Core Features & Use Cases

  • Comprehensive AEO/GEO audit: Detects framework, checks robots.txt, meta tags, indexability, JSON-LD, schema types, canonical links, Open Graph, RSS/sitemaps, llms.txt, heading hierarchy, alt text coverage, and content depth across pages.
  • Targeted code fixes: Produces minimal, framework-specific patches and examples for Next.js, Nuxt, SvelteKit, Astro, Remix, WordPress, Hugo, Jekyll, 11ty, and plain HTML to add metadata, JSON-LD, robots rules, llms.txt, and visible freshness signals.
  • GEO content guidance: Rewrites content patterns to lead with direct answers, add quotations, statistics, FAQ sections, and quotable blocks to increase AI citation rates.
  • Verification & workflow: Applies fixes in priority order (blockers first), recommends re-running the audit at aeo-audit.sh, and aims for an 80+ AEO score for production sites.

Quick Start

Ask the skill to "Run an AEO/GEO audit on my site and apply priority fixes to robots, JSON-LD, meta tags, llms.txt, and canonical/OG metadata."

Frequently Asked Questions about improve-aeo-geo

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make my website content discoverable by AI agents and search engines?

To make your website discoverable by AI agents, you need to fix technical signals like robots.txt rules for AI crawlers, inject JSON-LD structured data, and add an llms.txt file so engines can parse and quote your content reliably.

How do I add llms.txt and JSON-LD schema to a Next.js or Astro site?

You can add llms.txt and JSON-LD schema to Next.js or Astro by applying framework-specific code patches that inject structured data, enforce meta tags, and configure robots rules to improve AI engine parsing.

What is an AEO audit and how does it improve AI citation rates?

An AEO audit checks your site's indexability, structured data, and content structure to improve AI citation rates by identifying missing technical signals and providing prioritized code fixes for AI engine discoverability.

Can I run an AEO and GEO site audit on a WordPress or Hugo static site?

Yes, you can run an AEO and GEO site audit on WordPress or Hugo static sites because the process detects your specific framework and generates targeted code patches for metadata, feeds, and sitemaps.

Why is my website invisible to AI crawlers even though my SEO is good?

Your website might be invisible to AI crawlers because of missing llms.txt files, blocked AI user-agents in robots.txt, absent FAQ schema, or thin content structure that prevents reliable AI parsing and citation.

What is the best way to structure content for GEO and AI search engines?

The best way to structure content for GEO and AI search engines is to lead with direct answers, add quotable blocks and statistics, include FAQ sections, and enforce proper heading hierarchy with alt text coverage.