Enterprise
AI Visibility Index

Yes. We publish a fresh ranking every Monday at 09:00 KST, and the full leaderboard is open to read. If you need week-over-week tracking, alerts on rank changes, or per-prompt drilldowns for your own brand, that's the paid vivi platform.

We add an industry once a fair-fight leaderboard is available — typically eight or more named brands with consistent category positioning. If your category is missing, tell us which industry and competitive set you'd want benchmarked, and we'll evaluate it in the next coverage expansion.

Three levers, in order of impact. Entity clarity — your brand name, product names, and category positioning are unambiguous in the open-web sources LLMs read. Citation-worthy content — original data, comparison pages, and structured FAQs are the formats AI engines reach for first. Third-party validation — coverage and reviews in the sources LLMs trust. The vivi platform measures each lever for your brand and tells you which to fix first.

SEO optimizes for ranked links on a results page. GEO optimizes for being named inside the answer itself — by ChatGPT, Google AI Overview, NAVER AI Briefing, and other generative engines. Different surface, different signals, different metric. A brand can rank #1 on Google and still be invisible in AI answers; this index is built to expose that gap.

The public index shows a rolling snapshot — the last update timestamp is in the page header. Historical trend lines, weekly alerts when your brand's rank moves, per-prompt drilldowns, and competitive benchmarks are part of the vivi platform.

Yes — that's our consulting work. We diagnose where your category's AI mention rate is leaking (prompt patterns, content gaps, competitor moves), then ship the fixes alongside your team. Get in touch and we'll scope it.