AI search visibility (SEO/GEO/AEO)
AI search visibility (SEO/GEO/AEO) brings together 81 resources with credited original sources. Use prerequisite levels to find learning material; unrated entities remain available in the full collection.
AI search visibility (SEO/GEO/AEO)
- AI crawler access and robots (15)
- Agent skills, MCP servers and tools for SEO (15)
- Answer-first content writing (6)
- Keyword and question research with AI (5)
- Measuring AI citations and visibility (20)
- Structured data and schema (7)
- llms.txt and agent-readable sites (13)
81 resources · page 1 of 3
agentmarkup
by agentmarkup
Build-time generator of llms.txt, JSON-LD, Markdown mirrors and AI crawler rules, with validation, for Vite, Astro, Next.js and Nuxt sites.
ai.robots.txt
Community list of AI crawler user agents with ready-made robots.txt, .htaccess and web server blocking rules generated from one source file.
geolook
by AIGCLINK
Self-hosted GEO project tool that runs from status analysis and diagnosis to strategy, implementation tickets and verification.
llms-txt
by Answer.AI
Source repo of the llms.txt proposal by Jeremy Howard, with the Python parser and llms_txt2ctx tool that expands an llms.txt into model context.
actor-llmstxt-generator
by Apify
Apify Actor that crawls a documentation site and writes an llms.txt index, plus an optional llms-full.txt with each page's content.
seo-monster
Local MCP server over your own Search Console data that finds queries where pages sit in positions 8 to 20 and drafts content briefs.
indexnow-action
by Bojie Yang
GitHub Action that submits a site's URLs to IndexNow-participating search engines from a deploy workflow.
Content Signals
by Cloudflare
Robots.txt extension with search, ai-input and ai-train signals that state how a site's content may be used after it is crawled.
geo-aeo-tracker
Self-hosted tracker that scores a brand's mentions, position, citations and sentiment in ChatGPT, Perplexity, Gemini, Copilot and AI Mode, using your API keys.
dualmark
Library that serves a Markdown version of each page at the same URL through content negotiation, with adapters for Astro, Next.js, SvelteKit and Cloudflare.
advertools
by Elias Dabbas
Python library for SEO analysis: keyword generation, SERP collection, sitemap and robots.txt parsing, crawling and log file analysis.
elmo
by Elmo
Self-hosted tracker that runs a prompt set across ChatGPT, Claude, Perplexity, Gemini and AI Overviews and records brand mentions and citations.
open-seo
by Every App
Self-hostable keyword research, rank tracking and backlink tool on pay-as-you-go DataForSEO data, with skills for coding agents.
google-search-console-mcp (FlorianBruniaux/google-search-console-mcp)
MCP server with 96 tools across Search Console, Bing Webmaster, GA4 and CrUX for diagnosing traffic changes and auditing pages.
next-seo
by Gary Meehan
Next.js library with components for meta tags and JSON-LD structured data types such as Article, Product and FAQPage.
GEO
by GEO-optim (Aggarwal et al.)
Code and GEO-bench query set from the 2023 GEO paper by Aggarwal et al., for testing how content edits change visibility in generative engine answers.
Rich Results Test
by Google
Google tool that tests a URL or code snippet for structured data that qualifies for Google rich results and lists errors per item.
schema-dts
by Google
Google's TypeScript type definitions for the schema.org vocabulary, so JSON-LD objects are type-checked at build time.
Google Trends
by Google
Google's free tool for comparing relative search interest by time and region and finding rising related queries.
lighthouse
Google Chrome's auditing tool that scores pages for SEO, performance, accessibility and best practices from DevTools, the CLI or CI.
seo
by Ian Nuttall
Local CLI and MCP server with 70+ SEO audit tools over your Search Console, Analytics and Bing data, plus keyword research with your own DataForSEO or Ahrefs key.
AI Preferences (aipref)
by IETF
IETF working group drafting a shared vocabulary, attachable through robots.txt and HTTP headers, for stating whether content may be used for AI training or search.
seo-graph
Joost de Valk's schema.org JSON-LD graph builder for JavaScript sites, with an Astro integration that emits one linked graph per page.
sphinx-llms-txt
Sphinx extension that writes an llms.txt summary and a combined llms-full.txt file during a documentation build.
geo-score
by Jianrun Tech
CLI that scores a site 0 to 100 on an open, versioned rubric for AI citability, then checks real citations through engine APIs with your keys.
Limelit Open
by Limelit
Single-binary self-hosted tracker of brand mentions and citations across ChatGPT, Claude, Perplexity, Gemini and Google AI features, with an MCP server.
lychee
by lychee
Rust link checker for websites, Markdown and text files, usable in CI to catch broken links in sitemaps and llms.txt files.
indexnow-wordpress-plugin
by Microsoft
Microsoft's WordPress plugin that hosts an IndexNow key and submits URLs to participating engines when posts are created, updated or deleted.
eGEOagents
by Vera Badías
CLI and Claude Code skills that apply GEO rewriting methods from published research, including the E-GEO paper, to web pages.
NLWeb
by nlweb.ai
Reference implementation of NLWeb, which turns a site's schema.org and RSS data into a natural-language query endpoint that also answers MCP clients.
vitepress-plugin-llms
by Okinea Dev
VitePress plugin that generates llms.txt, llms-full.txt and per-page Markdown files from a documentation site.
oneglanse
by OneGlanse
Self-hosted tool that runs chosen prompts in AI products, saves the answers and records brand mentions, competing brands and cited domains.