KAIS Barometer · AI Visibility · June 2026

Health & cosmetic surgery in Bangkok, as the AIs see it

When a patient asks ChatGPT, Gemini, Perplexity or Meta AI for "the best cosmetic clinic in Bangkok," a handful of providers capture every recommendation. Here's who dominates, who is invisible, and where the untapped territory still hides.

01 — KEY FINDINGS

What the AIs really say about the market

Four structural truths emerge from 83 patient queries cross-analyzed across 4 AI models.

02 — RANKING

The AI Visibility Ranking (KVS)

The KAIS Visibility Score measures each provider's probability of being recommended by an AI — weighted by citation rank and multi-model coverage. Filter by care category.

Filled squares = number of AI models (out of 4) that cite the provider ■ Blue bar = absolute leader (KVS ≥ 70)
03 — THE 4-AI RULE

Cited everywhere, or nowhere

Appearing across all 4 models mechanically amplifies the score. Yet only 17 of 47 providers manage it. The rest play on half a market — or a quarter.

Notable blind spot:

04 — BY SPECIALTY

Who dominates each type of care

The hierarchy shifts radically from one category to the next. Hospital giants rule the generic queries; specialized clinics seize the high-precision procedures.

Methodology

KaiZen AI Strategy

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KAIS measures, diagnoses and steers the visibility of healthcare providers across ChatGPT, Gemini, Perplexity and Meta AI. Request your personalized KVS score.

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KAIS Barometer — Health & Aesthetics Bangkok 2026. Data: 83 patient queries × 4 AI models (June 2026). The KVS measures algorithmic visibility, not the medical quality of care.