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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.

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4 min

How we calculate your AI visibility score

Your AI visibility score tells you how often your website gets mentioned when people ask AI tools about what you do. It's a number from 0 to 100.

What is the AI visibility score?

When someone asks ChatGPT, Perplexity, Gemini, or Claude a question related to your business, do they mention you? That's what the score measures. We run real queries through all four AI platforms and check whether your website gets cited in the answers.

How we calculate it

The score is based on four steps:

1. We pick relevant queries

Based on your website's content, we generate search queries that a potential customer would ask an AI tool. Things like "best [your service] in [your city]" or "[your industry] companies near me".

2. We ask four AI platforms

Each query goes to ChatGPT, Perplexity, Gemini, and Claude. These are the four biggest AI search tools people use today.

3. We check if you're cited

For every query on every platform, we check whether your website URL or brand name appears in the AI's answer. Each mention counts as a citation.

4. We calculate the score

Your score is the percentage of total checks where you were cited. 5 queries across 4 platforms = 20 checks. If you show up in 10 of them, your score is 50/100.

What the scores mean

75-100Strong. AI tools regularly cite your website. You're well-positioned for AI search.
50-74Moderate. You show up in some AI answers but are missing from others. There's room to improve.
25-49Needs work. Most AI tools don't mention you. Your competitors are likely getting the traffic instead.
0-24Low. AI tools almost never cite your website. This is common for sites that haven't optimized for AI search yet.

What affects your score

Several things influence whether AI tools cite your website:

  • Structured content that AI can easily extract (clear headings, concise answers, FAQ sections)
  • E-E-A-T signals: experience, expertise, authoritativeness, and trustworthiness indicators on your site
  • AI discovery files like llms.txt, robots.txt permissions, and structured data markup
  • How often your site is referenced by other sources that AI models were trained on
  • Freshness and accuracy of your content (outdated information gets cited less)

How to improve your score

Here are the most effective things you can do:

  • Add an llms.txt file to your site so AI crawlers understand what your business does
  • Structure your content with clear question-and-answer blocks that AI tools can extract
  • Make sure your robots.txt allows AI bots (GPTBot, ClaudeBot, PerplexityBot) to crawl your site
  • Add schema markup (Organization, FAQ, HowTo) so AI tools can parse your content accurately

💡Check your score for free

Run a free AI visibility audit on visible4ai and see exactly which AI tools cite your website and which ones don't. Takes about 30 seconds, no account needed.

Monitoring AI visibilityEndpoint Context Protocol (ECP) integration