Measure where your brand appears in AI answers, understand why visibility changes, and optimise for citation. LLMin8 combines AI visibility intelligence with Generative Engine Optimisation (GEO) to drive revenue.
Hi everyone — founder of LLMin8 here.
We built LLMin8 after noticing that brands were increasingly appearing (or disappearing) inside AI recommendation engines like ChatGPT, Claude, Gemini, Perplexity, and Google AI Search — without any reliable way to measure it.
Traditional SEO platforms still focus mainly on rankings and traffic, but AI-driven discovery is changing how buyers research software, services, and brands.
LLMin8 helps companies track:
• AI visibility across major LLMs
• citation presence and citation share
• prompt coverage and competitive gaps
• visibility-to-revenue relationships
• changes in AI search performance over time
We’re especially interested in making AI visibility measurement more statistically reliable through replicated runs, confidence tiers, and attribution frameworks.
Would genuinely love feedback from marketers, SEO/GEO practitioners, founders, and anyone exploring AI search visibility.
Thanks for checking us out.
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