See what actually ranks
— in search and in AI.
LiamVi is a self-hosted SEO & AI-visibility platform that scores your content against what genuinely ranks on Google — not another tool's opinion.
- 0% polluted data (vs ~5%)
- Calibrated to Google, not opinion
- Weekly AI-answer visibility
The sea is noisy. Most tools chart it wrong.
Search and AI visibility are harder to read than ever — and the tools meant to guide you are often looking at polluted water. Confident scores, shaky foundations.
Polluted crawls
Bot-challenge and boilerplate pages get swallowed by crawlers and quietly contaminate the term recommendations you're told to follow.
Scored against an opinion
Most tools grade your draft against their own model of a “good” page — not against what is actually winning the results today.
Yesterday's sea chart
Search results shift every week. Advice built on last month's SERP goes stale, and you're never told which part to refresh.
Four systems that keep the light honest.
Every capability does a job you can picture — and each one is a concrete advantage over the tools you're comparing us to.
Breakwater
A lighthouse is only as good as its view of the water. Breakwater filters out the debris — bot-challenge pages, boilerplate, junk words — that pollutes our competitors' analysis, and grades every run with an honesty score so you know when the water is murky.
Measured 0% polluted contracts vs competitors' ~5%.
Polaris
Every SEO tool scores you against its own opinion. Polaris calibrates the LiamVi score against the only fixed point that matters — what actually ranks on Google — and we publish our predictions ahead of time so reality can grade us.
Validated against real Google rankings — predictions published in advance.
Tidelog
Search results are tides — they shift every week and advice built on an old chart goes stale. Tidelog records every landscape we've seen, notices when yours moves, and points to exactly the part of your article to refresh.
Tells you which paragraph to refresh — not just “you dropped.”
Horizon
More and more buyers never reach the search results — they ask an AI. Horizon watches the horizon every week: which brands the assistants actually name for your buyers' questions, where you're missing, and which article would put you in the answer.
Weekly watch across ChatGPT, Gemini & Perplexity.
Calibrated against reality, not a second opinion.
We ran a leading tool and LiamVi on the same term contracts. Roughly 5%of the competitor's recommendations were contaminated by security-check and challenge pages its crawler swallowed. Breakwater caught every one.
The result you act on is scored against what genuinely ranks on Google — and we publish predictions in advance so you can watch reality grade us.
From murky water to a clear heading in three moves.
Point the light
Give LiamVi a keyword and a market. It pulls the live SERP and the pages that actually rank there — the real sea, not a cached one.
Clear the water
Breakwater strips out challenge pages and boilerplate, then Polaris scores your draft against what ranks — with an honesty grade on every run.
Steer and hold course
You get a clean term contract, a Tidelog drift watch, and a Horizon AI-visibility gap — updated as the sea moves, so your content stays current.
Stop steering by rumor. See the sea clearly.
LiamVi is opening early access to teams who want an SEO and AI-visibility platform they can host themselves and actually trust.
Prefer to talk first? Get in touch.