See what actually ranks
— in search & AI.
LiamVi scores your content against what genuinely ranks on Google and tracks who the AI assistants name — not another tool's opinion.
- 0% junk data (vs ~5%)
- 100% rank-calibrated
- Weekly AI-answer visibility
SEO tools sound confident. Most are guessing.
Contaminated data
Bot-challenge and boilerplate pages get swallowed by crawlers and quietly poison 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.
Stale advice
Search results shift every week. Advice built on last month's results goes stale, and you're never told which part to refresh.
Junk in LiamVi's data. Breakwater screens every result page before a single term is counted.
Junk in a leading tool's. Recommendations contaminated by security-check pages its crawler swallowed.
We ran both on the same keywords and published the comparison — along with our ranking predictions, in advance, so reality can grade us. That's the whole product in one habit.
Four systems that keep your numbers honest.
Stop guessing. See exactly where you stand.
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.