Help every brand be seen clearly — in search, and in AI.
Endless content, shifting algorithms, answers written by AIs — it's never been harder to know what's actually working. LiamVi is a self-hosted platform that shows you, honestly, where you stand and what to write next.
The honest reason we built it.
Most SEO tools grade your writing against their own idea of a “good” page — an opinion, dressed up as a score. Some grade it against data that's quietly contaminated: bot-challenge pages and boilerplate their crawlers swallowed and never noticed.
We'd been running real content operations, and paying for those tools. We wanted one calibrated against reality— real Google rankings and clean SERP data — that would tell us when its own data was thin. It didn't exist, so we built it.
And because being seen no longer stops at the search results — buyers ask ChatGPT and Google's AI now — we built LiamVi to watch that horizon too.
Scored against another tool's opinion — sometimes against data contaminated by security-check and challenge pages.
Calibrated against what actually ranks on Google — with clean SERP data and an honesty grade on every run.
Five principles that keep us honest.
Each one is a plain promise about how LiamVi treats your data and your trust.
Calibrated over opinionated.
Every score should answer to something real. LiamVi is calibrated against the only fixed point that matters — what actually ranks on Google — and we publish our predictions in advance so reality can grade us. An opinion dressed up as a number isn't good enough.
Clean data, or no score.
A score is only as good as the data underneath it. If the data is shaky, we'd rather tell you than hand you a confident number built on junk — so every run carries an honesty grade.
Your data stays yours.
LiamVi runs on your own infrastructure. Your content, your keywords, your rankings — never pooled into someone else's dataset, never resold. It's yours.
Useful first — free where we can.
We build the tools we'd want to use, and keep what we can free. A tool should earn its keep and your trust before it asks anything of you.
Honesty over hype.
Search results move every week; we record what changed and point to the exact paragraph to refresh. No inflated scores, no vanity metrics — just a clear heading you can trust.
Built by iStart International.
LiamVi is built by iStart International Inc. — a team that spends its days running real content and education programs, not just writing about them. The tools we could buy kept scoring our work against opinions and dirty data, so we built the tool we wished we had — and opened it up to the teams who need the same clear view.
Builders of LiamVi — honest measurement for search and AI visibility.
Scored against reality.
Come see where you stand.
We're opening early access to teams who want an SEO and AI-visibility platform they can host themselves and genuinely trust. We'd love to show you around.