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 clarity and missing signals

pages that look fine to humans
but break when a model tries to extract facts

AiVIS is my attempt to make that visible

it scans a page and shows where things fall apart
then points to what needs fixing so the page can actually be used in answers

if you’ve ever wondered why your site ranks but still gets ignored in AI results
this will make it obvious..

happy to answer anything or run a few audits here