Enterprise
AI Visibility Index
When ChatGPT, Google AI Overview, and NAVER AI Briefing talk about your industry,
which company gets named first? An enterprise AI mention index, published weekly.
Biggest movers
Cross-industry shifts in AI mention rate this week. Tap any row to jump to that industry.
Find your brand
Search 103 companies across 11 industries.
AI mention rankings by industry
We run a curated prompt set for each industry against three AI platforms every week, then aggregate the percentage of responses that mention each brand.
AI-search exposure across home appliances — fridges, washing machines, air purifiers, robot vacuums and more.
Rankings
- 1LG Electronics62%▲ 1pt
- 2Samsung Electronics58%▲ 2pt
- 3Xiaomi57%▲ 4pt
- 4Cuckoo23%▲ 3pt
- 5Coway12%▼ 3pt
- 6Winia11%· 0pt
- 7SK Magic10%· 0pt
- 8Dyson7%· 0pt
- 9Philips7%▲ 1pt
How we measure
the invisible.
Here's exactly how we monitor your brand's footprint across AI search.
Curate the prompt set
For every industry, we curate 30–40 of the questions that real shoppers and decision-makers actually type. Brand names are deliberately excluded.
Run automatically every week
Each Monday morning, the VIVI engine runs the same prompt set against three AI answer engines and captures every response.
Score and publish
We aggregate the % of responses that mention each brand, refresh the index every Monday, and ship it to newsletter subscribers.
(responses mentioning the brand) ÷ (prompts × platforms) × 100
Who's measuring
your AI visibility?
Beyond the public index — we tailor the prompts, competitors, and platforms that matter to your business and ship a weekly custom report.
The details, in plain language.
Coverage, methodology, and how to improve your brand's AI visibility.
Is the Enterprise AI Visibility Index free?
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.My industry or brand isn't listed — can I get covered?
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.How do I improve my brand's mentions in ChatGPT, Google AI Overview, and NAVER AI Briefing?
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.What is GEO (Generative Engine Optimization), and how is it different from SEO?
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.Can I track my brand's history week-over-week, or set up alerts?
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.Can BubbleShare run a tailored AI visibility strategy for my brand?
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.