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visible4ai - Find out if AI recommends your website — then fix it | Product Hunt

© 2026 visible4ai. A product of Siempi. GEO analysis and real citation visibility.

We measure if you get cited in LLMs and help you improve.

Learn GEO

AI SEO, GEO, and LLM SEO all describe the same goal: getting your brand cited when AI assistants answer questions. Learn how it works and how to improve your visibility.

Concepts

What is GEO?

The citation economy, by-the-numbers, and how GEO differs from traditional SEO.

5 min

How AI search works

How each platform retrieves and cites sources, Google, ChatGPT, Perplexity, and more.

4 min

E-E-A-T and LLMs

Experience, Expertise, Authoritativeness, Trustworthiness, what it means for AI citations.

5 min

How we calculate your AI visibility score

What the score means, how it's measured, and what affects it.

4 min

Content

Content tactics

Princeton GEO research: what helps (+40% visibility) and what hurts.

6 min

Answer blocks, schema & content types

The answer block pattern, schema markup, and which content formats get cited most.

6 min

Content extractability

Make content easy for AI to extract and cite, 10-point checklist.

4 min

Technical

The 10 AI Discovery Files

llms.txt, ai.txt, brand.txt, ai.json, machine-readable files that help AI discover you.

6 min

AI bot access

Ensure GPTBot, PerplexityBot, ClaudeBot, and others can crawl your site.

4 min

Endpoint Context Protocol (ECP) integration

The 2026 protocol for agent-friendly sites. Three artifacts, three lines of middleware, real working code.

6 min

Agent integration with the visible4ai API

Mint an API key, call POST /api/v1/analyse, and wire visible4ai into Claude Code, Cursor, OpenAI Functions, or LangChain.

7 min

Optimization

What works by provider

Provider-specific tips for Google AI Overviews, ChatGPT, Claude, and Perplexity.

7 min

GEO readiness checklist

Track your progress with technical, files, and content checklist.

6 min

Common mistakes

Pitfalls that hurt AI visibility and how to avoid them.

4 min

AI SEO by content type

Tailor your approach for SaaS, blog, comparison pages, and documentation.

5 min

Monitoring AI visibility

Track citation rate, share of voice, and referral traffic from AI products.

5 min

Ready to check your AI visibility?

See your GEO score and citation status across Perplexity, ChatGPT, Gemini, and Claude.

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