KAIS AI Visibility Barometer · Fertility & IVF · Bangkok · July 2026

When a couple asks ChatGPT where to do IVF in Bangkok, who gets recommended — and who doesn't exist?

We put the questions international patients actually ask to all four AI assistants, then coded every answer. Here is the market map as the machines tell it.

35patient questions
4AI engines
140answers coded
34clinics cited
27 %of Perplexity sources = portals
The 5 takeaways

What AI really says about the fertility market

1 · A two-name summit — Safe ahead, Jetanin surges

On the full grid, Safe Fertility Center (KVS 100) clearly leads Bumrungrad (79.4): the reference specialist clinic passes the default hospital reflex. Behind them, Bangkok Hospital (50.9) and Prime (41.9) form a second tier — and Jetanin (41.3) jumps to 5th, carried by the general queries. Everyone else fights for scraps.

2 · Specialisation beats size

On procedure queries (ICSI, egg freezing, FET…), it's Prime Fertility — a clinic, not a hospital — that leads. When the patient names their treatment, perceived expertise beats the hospital brand. This is the challengers' opening.

3 · Genea: the brand that siphons citations

Genea / GenPrime, the Australian-rooted brand, is cited 18 times across all 4 engines (KVS 17.8) — right into the Australian queries where its "RTAC" DNA resonates. For any clinic with a similar name (Genesis…), every Genea citation is a potential confusion working against it.

4 · The legal framework: the ownerless category

All five legal questions (foreigners, single women, same-sex couples, surrogacy, sex selection) are ghost or near-empty — two with no clinic cited anywhere, three with at most 3 clinics — while Konkai and PlacidWay lurk in the answers. The most anxiety-laden questions of the patient journey have no embodied answer.

5 · The invisible layer: the sources

27 % of the sources Perplexity cites (121 of 443) are portals and listicles — Bookimed, PlacidWay, Konkai, CleverThai… and ChatGPT leans on the same middlemen (MediGence, Best Clinic Abroad, Infertility Aide). Even when a clinic is named, a portal often wrote the sentence. Whoever writes the sources writes the answers.

The ranking

The AI Visibility Ranking (KVS)

Score out of 100 combining citation rank (1st = 35 pts … 6th = 3 pts), frequency, and a coverage bonus of +8 % per additional engine. Normalised to the leader.

#ClinicKVS /100Citations1st placesEngines
1 Safe Fertility CenterClinic
100.0
6623
2 Bumrungrad Fertility & IVF ClinicHospital
79.4
5722
3 Bangkok Hospital Fertility CenterHospital
50.9
4010
4 Prime Fertility CenterClinic
41.9
289
5 Jetanin InstituteClinic
41.3
2711
6 Superior A.R.T.Clinic
25.4
214
7 Samitivej Fertility CenterHospital
22.5
250
8 LRC Fertility ClinicClinic
21.4
205
9 Bangkok Central Clinic (BCC IVF)Clinic
21.3
173
10 VFC Center (Vejthani)Hospital
19.5
182
11 Genea / GenPrime GeneaClinic
17.8
182
12 Deep & Harmonicare IVF CenterClinic
16.2
162
13 First Fertility PGD CenterClinic
13.8
180
14 Bangkok IVF Center (BIC)Clinic
13.1
171
15 N.I.C IVF ClinicClinic
12.5
150
16 Takara IVF BangkokClinic
9.6
121
17 AGG — BookimedAggregator
9.4
92
18 AGG — KonkaiAggregator
7.6
90
19 AGG — PlacidWayAggregator
7.0
44
20 Smile IVFClinic
6.0
71
21 Siam Fertility ClinicClinic
5.8
101
22 Inspire IVFClinic
3.7
70
27 Genesis Fertility Center (GFC)Clinic
2.3
40

Dots = ChatGPT · Gemini · Perplexity · Meta AI (filled = cited at least once). Red rows = aggregators capturing citations in place of clinics. Gold row = Genesis Fertility Center (GFC): 4 citations out of 140 answers, never in the top three.

By query category

Who owns each question — and where the gaps are

A global ranking hides the essential: each family of questions is a separate contest, with its own lock or blue ocean.

General

Contested

4 queries — The default reflex of a patient discovering the market

  1. Safe Fertility Center366 pts
  2. Bumrungrad Fertility & IVF Clinic283 pts
  3. Prime Fertility Center164 pts

Safe × Bumrungrad duopoly by volume — no engine agrees on the #1

Procedures

Contested

6 queries — ICSI, egg freezing, IUI, PGT, FET, male fertility

  1. Safe Fertility Center257 pts
  2. Prime Fertility Center237 pts
  3. Bangkok Hospital Fertility Center209 pts

Specialisation beats size — Prime leads

Success rates

Contested

4 queries — The IVF patient's #1 criterion — including 40+, low AMH

  1. Bumrungrad Fertility & IVF Clinic226 pts
  2. Safe Fertility Center214 pts
  3. Bangkok Hospital Fertility Center164 pts

Bumrungrad ahead — but ChatGPT cites even small clinics (BIC #1 on one query)

Price

Blue ocean

3 queries — Costs, packages, international comparison

  1. Bangkok Hospital Fertility Center150 pts
  2. First Fertility PGD Center61 pts
  3. Bangkok Central Clinic (BCC IVF)60 pts

Nearly empty — a hospital wins on its published packages

Trust

Contested

4 queries — Safety, accreditation, how to choose, reviews

  1. Safe Fertility Center237 pts
  2. Bumrungrad Fertility & IVF Clinic214 pts
  3. Jetanin Institute138 pts

Safe ahead, but nothing locked

Legal framework

Blue ocean

5 queries — Foreigners, single women, same-sex couples, surrogacy, sex selection

  1. Safe Fertility Center95 pts
  2. AGG — PlacidWay70 pts
  3. Bumrungrad Fertility & IVF Clinic70 pts

All 5 queries ghost or near-empty — only aggregators lurk here

Comparisons

Blue ocean

3 queries — Thailand vs Malaysia, India, Spain/Greece

  1. Safe Fertility Center70 pts
  2. Bumrungrad Fertility & IVF Clinic60 pts
  3. World Fertility Services35 pts

Long answers, almost no clinic named

Source markets

Contested

4 queries — Chinese, Arabic-speaking, Australian, expat patients

  1. Safe Fertility Center226 pts
  2. Bumrungrad Fertility & IVF Clinic182 pts
  3. Bangkok Hospital Fertility Center140 pts

Partly taken (RTAC→Australians, VFC→Arabic) — nothing locked

Logistics

Contested

2 queries — Length of stay, English-speaking doctor

  1. Safe Fertility Center113 pts
  2. Bumrungrad Fertility & IVF Clinic103 pts
  3. Bangkok Hospital Fertility Center43 pts

Bumrungrad ahead on the English-speaking doctor — no longer locked since ChatGPT entered

Coverage

Cited everywhere, or nowhere

A patient who hears the same name across four assistants treats it as established fact. Only 9 clinics out of 34 make the clean sweep: Safe Fertility Center · Bumrungrad Fertility & IVF Clinic · Bangkok Hospital Fertility Center · Prime Fertility Center · Jetanin Institute · Samitivej Fertility Center · VFC Center (Vejthani) · Genea / GenPrime Genea · Deep & Harmonicare IVF Center. At the other end, 5 clinics exist on a single engine only. Case in point: Genesis Fertility Center — 4 citations out of 140, never in the top three, consistently in position 5 when ChatGPT mentions it. Being known to the machines is not being recommended by them.

Methodology

How these numbers are made

Protocol. 35 questions phrased in a patient's voice (never "rank the 10 best clinics"), across 9 categories: general, procedures, success rates, price, trust, legal framework, destination comparisons, source markets, logistics. Asked in fresh sessions, web search on, across ChatGPT, Gemini, Perplexity and Meta AI — July 2026.

  • 140 answers coded out of 140: a complete grid, every engine at 35/35, no cell extrapolated. Measurement anecdote: on the first pass Gemini returned a plain error on "IVF cost in Bangkok" ("I encountered an error"); the query was re-run and now yields a full costed answer — the incident shows how unstable engine responses are from one session to the next.
  • Counting. A clinic named in the answer = cited, in order of appearance (6 positions max). A clinic's own site cited as a source counts for the clinic; a portal cited as a recommendation or dominant source counts as an aggregator.
  • KVS. Rank weighting 35 / 25 / 18 / 12 / 8 / 3, a coverage bonus of +8 % per additional engine, normalised to the leader. KVS measures the probability of being recommended by an AI — not medical quality, not clinical success rates.
  • Source analysis. On Perplexity answers, every bibliographic reference was classified: 121 of 443 sources (27 %) are matchmaking portals or medical-tourism listicles.

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