Ryan Mason

Ryan Mason

Founder & AI Systems Engineer @ AiVIS
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AI Citation Readiness for Websites

Most websites are invisible to AI systems like ChatGPT, Perplexity and Claude not because the content lacks value but because it isn’t structured in a machine-readable way. Modern AI discovery relies on extractable structure, entity clarity and citation ready formatting rather than old traditional ranking signals or SERP. This shift is commonly described as AI visibility, AEO or GEO where...

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It's so confusing these days, how can you tell if it really is fake or AI?
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Ryan Mason started a discussion

Most sites are invisible to AI even when they rank. I built AiVIS for that

I built AiVIS because i got really tired of watching sites rank on Google and still disappear when answers get assembled by ai that gap is real and most people still are not measuring it properly AiVIS audits or deeply analyzes whether a site can actually be read trusted and cited by answer engines. not just whether it ranks, not another SEO tool with an Ai badge. Its not just whether it looks...

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Hey everyone I’m Ryan founder of AiVIS

Hello all, I’m Ryan I am a solo founder building AiVIS which helps brands see whether ai systems can actually read trust and cite their site properly. I got pulled into this space after seeing how many websites still look fine on the surface but get skipped or misunderstood when answers are assembled by tools like chatgpt, perplexity and others. So i built something to audit or deeply analyze...

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Built AiVIS after noticing something that didn’t sit right

Sites ranking fine traffic still coming in but when people ask real questions in chatgpt or perplexity those same sites just don’t show up: not linked not cited sometimes not even understood so i started running audits not SEO reports actual checks on whether a page can be read trusted and reused by answer engines what surprised me was how often the issue wasn’t authority it was structure...

AiVIS scans your website against ChatGPT, Perplexity, Gemini and Claude to show why AI answer engines skip, misquote or credit your content to competitors. Powered by CITE LEDGER - a structured attribution system that scores your AI readability, entity clarity and citation signals. Free tier included. No SEO fluff. Pure evidence.
AiVIS - Ai Visibility Intelligence Audit
AiVIS - Ai Visibility Intelligence AuditSee exactly what AI gets wrong about your website