Is Your Product Invisible to ChatGPT?

5 questions. Instant score. Find the exact gap.

Takes 2 minutes

Answer honestly. "Not sure" is fine. The score adjusts for uncertainty.

When you ask ChatGPT "What tools are there for [your category]?", does your product come up?
Try it now if you're not sure. Open ChatGPT, ask the question, look for your product name.
Do you have schema.org structured data markup on your homepage?
Look for <script type="application/ld+json"> in your page source, or check with Google's Rich Results Test.
Is your content structured per SAIO principles? (Clear H2 headings, numbered steps, code blocks where relevant, comparison tables)
SAIO = Search-Aware Information Organization. LLMs prefer structured, scannable content over prose.
Do you have proper JSON-LD tags with @context on your key pages?
Not the same as schema.org markup in general. JSON-LD specifically uses the script tag with @context "https://schema.org".
Do you have an llms.txt file at your domain root? (yourdomain.com/llms.txt)
llms.txt is a newer standard that tells AI models what your site is about and how to cite you. Claude uses it when present.
Answer all 5 questions to see your score
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Your AI Visibility Score

What's working

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We run your actual product through ChatGPT, Claude, Perplexity, and Gemini with 10 queries each. You get a 10-page report with what's working, what's broken, and a prioritized fix plan. Delivered within 48 hours.

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