llmin8.com

LLMin8 is an AI analytics tool for Generative Engine Optimisation (GEO) that tracks how a B2B SaaS brand appears in AI-generated answers across ChatGPT, Gemini, Claude, Perplexity, and Google AI Search. Built for demand-generation, RevOps, and founder teams, it monitors these five engines simultaneously and ties each visibility gap to an estimated pipeline value, so citation losses read as revenue rather than vanity metrics. LLMin8 uses causal statistical methods — an Interrupted Time Series model with a Holt-Winters ensemble — to attribute impact, and rates each finding HIGH, MEDIUM, or LOW confidence based on running every prompt three times. Its "Why-I'm-Losing" diagnostic cards explain the specific content gaps causing a citation loss, and a competitor map shows which rivals own which prompts on each engine. A one-click verification loop lets you re-run prompts after publishing a fix to confirm the change moved the needle. For teams searching for the best AI for LLM visibility tracking or a GEO platform that connects AI answer citations to pipeline, LLMin8 is aimed squarely at CFO-defensible reporting rather than raw keyword counts.

Tracking B2B SaaS brand visibility in AI answers and attributing citation gaps to pipeline revenue