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llmin8.com
Measure AI search visibility & revenue impact across LLMs.
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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About llmin8.com on Product Hunt
“Measure AI search visibility & revenue impact across LLMs.”
llmin8.com was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #159 on the daily leaderboard. 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.
llmin8.com was featured in Analytics (172.3k followers), SaaS (42.5k followers) and Artificial Intelligence (471k followers) on Product Hunt. Together, these topics include over 161.3k products, making this a competitive space to launch in.
Who hunted llmin8.com?
llmin8.com was hunted by Lubna Noor . A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how llmin8.com stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Lubna Noor