See your brand’s AI visibility score — and what every gap costs.
Track where you show up across AI platforms, see exactly which prompts you’re losing, and get a £ figure for each one.
No card required · Cancel any time · Used by B2B SaaS marketing teams
Three layers. One platform. A closed loop your team can run every week.
- Visibility across ChatGPT, Perplexity, Gemini, Claude, Grok, DeepSeek
- Prompt-level scores — no averages, no smoothing
- Competitor positions captured in the same run
- Confidence tiers that separate signal from noise
- Prompts won and lost since your last run, ranked by impact
- Plain-English driver summary for each shift
- Real movement separated from random fluctuation
- Competitor gain/loss context per prompt
- Every gap ranked by estimated revenue impact
- One specific action per gap — page, angle, claim
- Re-run after fixes to confirm what actually moved
- Week-on-week trend across all prompt clusters
A scored, ranked action list — not just a visibility number
Most tools give you a percentage and leave you guessing what to do with it. LLMin8 scores every prompt gap by estimated £ revenue impact, ranks them, and tells you the specific content move that closes each one. The underlying attribution model — MDC v1 — is published and peer-reviewable on Zenodo.
Everything your team needs to go from invisible to measurable.
Built for B2B SaaS marketing teams who need to show what AI visibility is actually worth — not just that it exists.
The four prompt types that shape B2B buying decisions.
LLMin8 tracks your brand across the full buyer journey in AI — from first discovery to final shortlist.
A visibility score means nothing without a number next to it.
LLMin8 is the only platform that tells you what each missed prompt costs — and confirms whether your fix actually worked.
| Capability | LLMin8 | Typical GEO tool | SEO tools | AI trackers |
|---|---|---|---|---|
| Track LLM mentions | ✓ | ✓ | ✗ | ✓ |
| Prompt-level measurement | ✓ | ~ | ✗ | ✗ |
| Why visibility changed | ✓ | ✗ | ✗ | ✗ |
| Causal revenue attribution | ✓ | ✗ | ✗ | ✗ |
| Competitor gap map | ✓ | ~ | ✗ | ✗ |
| £ impact per gap | ✓ | ✗ | ✗ | ✗ |
| Run → fix → re-run loop | ✓ | ✗ | ✗ | ✗ |
| Published methodology (MDC v1) | ✓ | ✗ | ✗ | ✗ |
Straight answers.
No fluff.
GEO, AEO, LLMO, AI visibility — they’re all the same question.
When a buyer asks AI about your category, does your brand appear, get cited, and shape the decision? That’s the question. LLMin8 answers it.
The label doesn’t matter. The commercial outcome does. LLMin8 measures it, explains it, and gives your team a ranked list of what to fix next.
Know where you stand in AI search — and what it’s costing you.
First run takes under 5 minutes. You’ll see your score, your gaps, and a ranked list of what to fix — with £ estimates attached.
No card required · Cancel any time