AI Visibility Market Study/Hospitals/Mumbai/25 Sep
Who AI recommends for hospitals in Mumbai
We asked five AI assistants the 50 questions a buyer in Mumbai asks before choosing, none of which names a seller, and read 498 answers. Kokilaben Dhirubhai Ambani Hospital was named in 314 of them, 63%.Then Lilavati Hospital (265), Nanavati Hospital (257), JASLOK HOSPITAL & RESEARCH CENTRE (243). 19 of 498 answers named no local seller at all.
The leaderboard
80 sellers were named more than once. These are the ones buyers hear about.
Share is the fraction of all 498 answers that named the seller. Cited counts answers that linked to the seller's own site. Average position is where the seller first appeared in the answer, 0 being the first word. Runs is how many of the 2 runs named it.
| # | Seller | Named | Share | Cited | Avg position | Runs | |
|---|---|---|---|---|---|---|---|
| 1 | Kokilaben Dhirubhai Ambani Hospitaldealer groupas Kokilaben Dhirubhai Ambani Hospital and Medical Research Institute, Kokilaben, Kokilaben Dhirubhai Ambani | 314 / 498 | 63% | 3 | 0.21 | 2 | |
| 2 | Lilavati Hospitaldealer groupas Lilavati Hospital and Research Centre, Lilavati Hospital And Research Centre, Lilavati Hospital & Research Centre | 265 / 498 | 53% | 21 | 0.30 | 2 | |
| 3 | Nanavati Hospitaldealer groupas Nanavati Max Super Speciality Hospital, Nanavati Super Speciality Hospital, Nanavati Max Super Speciality Hospital Mumbai | 257 / 498 | 52% | 1 | 0.34 | 2 | |
| 4 | JASLOK HOSPITAL & RESEARCH CENTREdealer groupas Jaslok Hospital, Jaslok, Jaslok Hospital, Pedder Road | 243 / 498 | 49% | 39 | 0.30 | 2 | |
| 5 | Fortis Hospitaldealer groupas Fortis S L Raheja Hospital, Fortis Hospital Mulund, Fortis Hospital, Mulund | 231 / 498 | 46% | 4 | 0.33 | 2 | |
| 6 | 176 / 498 | 35% | 88 | 0.39 | 2 | ||
| 7 | Bombay Hospitaldealer groupas Bombay Hospital & Medical Research Centre, Bombay Hospital and Medical Research Centre, Bombay Hospital, Marine Lines | 174 / 498 | 35% | 41 | 0.40 | 2 | |
| 8 | Sir H. N. Reliance Foundation Hospitaldealer groupas Sir H. N. Reliance Foundation Hospital and Research Centre, Sir H. N. Reliance Foundation Hospital & Research Centre, Sir H. N. Reliance Foundation Hospital and Research Centre (Girgaon) | 169 / 498 | 34% | 0 | 0.27 | 2 | |
| 9 | Tata Memorial Hospitaldealer groupas Tata Memorial, Tata Memorial Hospital (TMH), Tata Memorial Hospital, Parel | 143 / 498 | 29% | 0 | 0.47 | 2 | |
| 10 | Gleneagles Hospitaldealer groupas Gleneagles, Gleneagles Hospital (Parel), Gleneagles Hospital, Parel | 110 / 498 | 22% | 33 | 0.31 | 2 | |
| 11 | P. D. Hinduja Hospitaldealer groupas P. D. Hinduja Hospital and Medical Research Centre, P.D. Hinduja Hospital & Medical Research Centre, P. D. Hinduja Hospital & Medical Research Centre, Khar Facility | 110 / 498 | 22% | 0 | 0.36 | 2 | |
| 12 | Apollo Hospitalsdealer groupas Apollo Hospital, Apollo, Apollo Spectra | 105 / 498 | 21% | 41 | 0.45 | 2 | |
| 13 | Hinduja Hospitaldealer groupas Hinduja Hospital (P.D. Hinduja National Hospital), Hinduja, Hinduja Hospital, Mahim | 98 / 498 | 20% | 37 | 0.30 | 2 | |
| 14 | KEM HOSPITALdealer groupas KEM Hospital (King Edward Memorial Hospital), King Edward Memorial (KEM) Hospital, KEM Hospital (King Edward Memorial) | 78 / 498 | 16% | 1 | 0.44 | 2 | |
| 15 | NABHdealer groupas National Accreditation Board for Hospitals & Healthcare Providers (NABH), National Accreditation Board for Hospitals (NABH), NABH (National Accreditation Board for Hospitals) | 77 / 498 | 15% | 14 | 0.41 | 2 | |
| 16 | Breach Candy Hospital | 76 / 498 | 15% | 41 | 0.33 | 2 | |
| 17 | Sion Hospitaldealer groupas Sion Hospital (Lokmanya Tilak Municipal General Hospital), Sion, Sion hospitals | 70 / 498 | 14% | 2 | 0.53 | 2 | |
| 18 | Holy Family Hospitaldealer groupas Holy Family Multispeciality Hospital, Holy Family Multispeciality Hospital Bandra, Holy Family Hospital, Bandra | 62 / 498 | 12% | 26 | 0.47 | 2 | |
| 19 | JCIdealer groupas Joint Commission International (JCI), JCI (Joint Commission International), JCI accreditation | 49 / 498 | 10% | 0 | 0.45 | 2 | |
| 20 | Asian Heart Institute | 45 / 498 | 9% | 17 | 0.47 | 2 | |
| 21 | BMCdealer groupas Brihanmumbai Municipal Corporation (BMC), Brihanmumbai Municipal Corporation (BMC) - Public Health Department, BMC Health Department Portal | 37 / 498 | 7% | 1 | 0.24 | 2 | |
| 22 | Nair Hospitaldealer groupas Nair Hospital (Topiwala National Medical College), Nair, Nair Hospital (Topiwala National Medical College and BYL Nair Hospital) | 36 / 498 | 7% | 0 | 0.45 | 2 | |
| 23 | 34 / 498 | 7% | 9 | 0.31 | 2 | ||
| 24 | 32 / 498 | 6% | 15 | 0.57 | 2 | ||
| 25 | Municipal Corporation of Greater Mumbaidealer groupas Municipal Corporation of Greater Mumbai (MCGM), Mumbai Municipal Corporation Health Department, MyBMC | 30 / 498 | 6% | 0 | 0.39 | 2 |
What stands out
Four things to take from this
- Kokilaben Dhirubhai Ambani Hospital is the default answer, named in 314 of 498 answers (63%). Lilavati Hospital follows at 265.
- Hinduja Hospital is a memory answer. Claude named it in 73 of 100 answers, the four web assistants in 25 of 398. The model knows the name; the live web sends buyers elsewhere.
- Kokilaben Dhirubhai Ambani Hospital leads 5 of 8 topics. Fortis Hospital leads Hospital costs; Lilavati Hospital leads Health insurance; BMC leads Healthcare regulations.
- Practo, a marketplace, was named in 105 answers. Ranked against the sellers it would sit 12th. Every one of those answers is a shortlist a local seller could have been on.
By assistant
Five assistants, five different shortlists
Each cell is answers naming the seller out of answers given by that assistant.
| Seller | Claude | ChatGPT | Copilot | Gemini | Google AI Overviews | All |
|---|---|---|---|---|---|---|
| Kokilaben Dhirubhai Ambani Hospital | 84/100 | 49/100 | 50/100 | 62/100 | 69/98 | 63% |
| Lilavati Hospital | 85/100 | 40/100 | 47/100 | 45/100 | 48/98 | 53% |
| Nanavati Hospital | 81/100 | 39/100 | 40/100 | 53/100 | 44/98 | 52% |
| JASLOK HOSPITAL & RESEARCH CENTRE | 83/100 | 40/100 | 57/100 | 32/100 | 31/98 | 49% |
| Fortis Hospital | 76/100 | 46/100 | 61/100 | 22/100 | 26/98 | 46% |
| 76/100 | 26/100 | 51/100 | 12/100 | 11/98 | 35% | |
| Bombay Hospital | 57/100 | 40/100 | 36/100 | 15/100 | 26/98 | 35% |
| Sir H. N. Reliance Foundation Hospital | 13/100 | 50/100 | 30/100 | 34/100 | 42/98 | 34% |
| Tata Memorial Hospital | 66/100 | 14/100 | 30/100 | 20/100 | 13/98 | 29% |
| Gleneagles Hospital | 0/100 | 41/100 | 43/100 | 8/100 | 18/98 | 22% |
| P. D. Hinduja Hospital | 16/100 | 30/100 | 8/100 | 32/100 | 24/98 | 22% |
| Apollo Hospitals | 37/100 | 18/100 | 24/100 | 12/100 | 14/98 | 21% |
By topic
Where each seller owns the answer
| Seller | Choosing a hospital | Hospital facilities | Healthcare professionals | Hospital costs | Patient reviews | Aftercare services | Health insurance | Healthcare regulations |
|---|---|---|---|---|---|---|---|---|
| Kokilaben Dhirubhai Ambani Hospital | 50/70 | 63/70 | 46/60 | 30/60 | 44/58 | 41/60 | 40/60 | 0/60 |
| Lilavati Hospital | 45/70 | 48/70 | 27/60 | 32/60 | 41/58 | 29/60 | 42/60 | 1/60 |
| Nanavati Hospital | 40/70 | 48/70 | 31/60 | 26/60 | 40/58 | 39/60 | 33/60 | 0/60 |
| JASLOK HOSPITAL & RESEARCH CENTRE | 44/70 | 41/70 | 28/60 | 32/60 | 42/58 | 28/60 | 28/60 | 0/60 |
| Fortis Hospital | 39/70 | 35/70 | 24/60 | 33/60 | 36/58 | 30/60 | 33/60 | 1/60 |
| 27/70 | 31/70 | 17/60 | 27/60 | 26/58 | 24/60 | 24/60 | 0/60 | |
| Bombay Hospital | 28/70 | 30/70 | 19/60 | 26/60 | 19/58 | 24/60 | 28/60 | 0/60 |
| Sir H. N. Reliance Foundation Hospital | 37/70 | 27/70 | 26/60 | 7/60 | 35/58 | 24/60 | 13/60 | 0/60 |
| Tata Memorial Hospital | 31/70 | 22/70 | 24/60 | 24/60 | 19/58 | 10/60 | 12/60 | 1/60 |
| Gleneagles Hospital | 19/70 | 24/70 | 17/60 | 12/60 | 21/58 | 8/60 | 9/60 | 0/60 |
| P. D. Hinduja Hospital | 17/70 | 24/70 | 11/60 | 4/60 | 18/58 | 15/60 | 21/60 | 0/60 |
| Apollo Hospitals | 12/70 | 18/70 | 15/60 | 13/60 | 12/58 | 13/60 | 21/60 | 1/60 |
Topic authority
The leaderboard for every authority topic
Each table ranks sellers on one topic by answers naming them. Cited counts answers on that topic that linked to the seller's site.
Choosing a hospital in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Kokilaben Dhirubhai Ambani Hospital | 50 / 70 | 2 | Leads | |
| 2 | Lilavati Hospital | 45 / 70 | 4 | Lags by 5 pts | |
| 3 | JASLOK HOSPITAL & RESEARCH CENTRE | 44 / 70 | 6 | Lags by 6 pts | |
| 4 | Nanavati Hospital | 40 / 70 | 1 | Lags by 10 pts | |
| 5 | Fortis Hospital | 39 / 70 | 1 | Lags by 11 pts | |
| 6 | Sir H. N. Reliance Foundation Hospital | 37 / 70 | 0 | Lags by 13 pts | |
| 7 | Tata Memorial Hospital | 31 / 70 | 0 | Lags by 19 pts | |
| 8 | Bombay Hospital | 28 / 70 | 6 | Lags by 22 pts |
Assessing hospital facilities in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Kokilaben Dhirubhai Ambani Hospital | 63 / 70 | 0 | Leads | |
| 2 | Lilavati Hospital | 48 / 70 | 1 | Lags by 15 pts | |
| 3 | Nanavati Hospital | 48 / 70 | 0 | Lags by 15 pts | |
| 4 | JASLOK HOSPITAL & RESEARCH CENTRE | 41 / 70 | 7 | Lags by 22 pts | |
| 5 | Fortis Hospital | 35 / 70 | 0 | Lags by 28 pts | |
| 6 | 31 / 70 | 15 | Lags by 32 pts | ||
| 7 | Bombay Hospital | 30 / 70 | 8 | Lags by 33 pts | |
| 8 | Sir H. N. Reliance Foundation Hospital | 27 / 70 | 0 | Lags by 36 pts |
Evaluating healthcare professionals in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Kokilaben Dhirubhai Ambani Hospital | 46 / 60 | 0 | Leads | |
| 2 | Nanavati Hospital | 31 / 60 | 0 | Lags by 15 pts | |
| 3 | JASLOK HOSPITAL & RESEARCH CENTRE | 28 / 60 | 4 | Lags by 18 pts | |
| 4 | Lilavati Hospital | 27 / 60 | 0 | Lags by 19 pts | |
| 5 | Sir H. N. Reliance Foundation Hospital | 26 / 60 | 0 | Lags by 20 pts | |
| 6 | Fortis Hospital | 24 / 60 | 0 | Lags by 22 pts | |
| 7 | Tata Memorial Hospital | 24 / 60 | 0 | Lags by 22 pts | |
| 8 | Bombay Hospital | 19 / 60 | 4 | Lags by 27 pts |
Understanding hospital costs in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Fortis Hospital | 33 / 60 | 1 | Leads | |
| 2 | JASLOK HOSPITAL & RESEARCH CENTRE | 32 / 60 | 4 | Lags by 1 pts | |
| 3 | Lilavati Hospital | 32 / 60 | 3 | Lags by 1 pts | |
| 4 | Kokilaben Dhirubhai Ambani Hospital | 30 / 60 | 0 | Lags by 3 pts | |
| 5 | 27 / 60 | 12 | Lags by 6 pts | ||
| 6 | Bombay Hospital | 26 / 60 | 7 | Lags by 7 pts | |
| 7 | Nanavati Hospital | 26 / 60 | 0 | Lags by 7 pts | |
| 8 | Tata Memorial Hospital | 24 / 60 | 0 | Lags by 9 pts |
Checking patient reviews for hospitals in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Kokilaben Dhirubhai Ambani Hospital | 44 / 58 | 0 | Leads | |
| 2 | JASLOK HOSPITAL & RESEARCH CENTRE | 42 / 58 | 10 | Lags by 2 pts | |
| 3 | Lilavati Hospital | 41 / 58 | 4 | Lags by 3 pts | |
| 4 | Nanavati Hospital | 40 / 58 | 0 | Lags by 4 pts | |
| 5 | Fortis Hospital | 36 / 58 | 0 | Lags by 8 pts | |
| 6 | Sir H. N. Reliance Foundation Hospital | 35 / 58 | 0 | Lags by 9 pts | |
| 7 | 26 / 58 | 13 | Lags by 18 pts | ||
| 8 | Gleneagles Hospital | 21 / 58 | 10 | Lags by 23 pts |
Exploring hospital aftercare services in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Kokilaben Dhirubhai Ambani Hospital | 41 / 60 | 1 | Leads | |
| 2 | Nanavati Hospital | 39 / 60 | 0 | Lags by 2 pts | |
| 3 | Fortis Hospital | 30 / 60 | 0 | Lags by 11 pts | |
| 4 | Lilavati Hospital | 29 / 60 | 2 | Lags by 12 pts | |
| 5 | JASLOK HOSPITAL & RESEARCH CENTRE | 28 / 60 | 3 | Lags by 13 pts | |
| 6 | 24 / 60 | 15 | Lags by 17 pts | ||
| 7 | Bombay Hospital | 24 / 60 | 5 | Lags by 17 pts | |
| 8 | Sir H. N. Reliance Foundation Hospital | 24 / 60 | 0 | Lags by 17 pts |
Navigating health insurance options in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | Lilavati Hospital | 42 / 60 | 7 | Leads | |
| 2 | Kokilaben Dhirubhai Ambani Hospital | 40 / 60 | 0 | Lags by 2 pts | |
| 3 | Fortis Hospital | 33 / 60 | 2 | Lags by 9 pts | |
| 4 | Nanavati Hospital | 33 / 60 | 0 | Lags by 9 pts | |
| 5 | Bombay Hospital | 28 / 60 | 8 | Lags by 14 pts | |
| 6 | JASLOK HOSPITAL & RESEARCH CENTRE | 28 / 60 | 5 | Lags by 14 pts | |
| 7 | 24 / 60 | 12 | Lags by 18 pts | ||
| 8 | 23 / 60 | 7 | Lags by 19 pts |
Understanding local healthcare regulations in Mumbai
| # | Seller | Named | Cited | Standing | |
|---|---|---|---|---|---|
| 1 | BMC | 30 / 60 | 0 | Leads | |
| 2 | NABH | 20 / 60 | 1 | Lags by 10 pts | |
| 3 | Municipal Corporation of Greater Mumbai | 20 / 60 | 0 | Lags by 10 pts | |
| 4 | NABL | 7 / 60 | 0 | Lags by 23 pts | |
| 5 | JCI | 5 / 60 | 0 | Lags by 25 pts | |
| 6 | Sion Hospital | 4 / 60 | 0 | Lags by 26 pts | |
| 7 | Nair Hospital | 4 / 60 | 0 | Lags by 26 pts | |
| 8 | KEM | 3 / 60 | 0 | Lags by 27 pts |
Who takes the answer instead
Practo was named in 105 answers
Marketplaces and makes are the other names in these answers. The most named were Practo (105), Lybrate (44), Credihealth (27), Policybazaar (13). 19 of 498 answers named no local seller at all. Every marketplace mention is a shortlist a local seller could have been on.
Sources
25 websites were cited most
| # | Site | Answers citing | Share |
|---|---|---|---|
| 1 | 49 | 10% | |
| 2 | 39 | 8% | |
| 3 | 27 | 5% | |
| 4 | 25 | 5% | |
| 5 | 19 | 4% | |
| 6 | 15 | 3% | |
| 7 | 13 | 3% | |
| 8 | 11 | 2% | |
| 9 | 10 | 2% | |
| 10 | 8 | 2% | |
| 11 | 7 | 1% | |
| 12 | 6 | 1% | |
| 13 | 6 | 1% | |
| 14 | 5 | 1% | |
| 15 | 5 | 1% | |
| 16 | 5 | 1% | |
| 17 | 4 | 1% | |
| 18 | 4 | 1% | |
| 19 | 4 | 1% | |
| 20 | 4 | 1% | |
| 21 | 3 | 1% | |
| 22 | 3 | 1% | |
| 23 | 3 | 1% | |
| 24 | 3 | 1% | |
| 25 | 3 | 1% |
Every question
What each question produced
The score is assistants that named at least one seller out of assistants asked. Below each question, the sellers named most, with the number of assistants naming them. Open a question to read every answer as the assistants gave it.
Choosing a hospital in Mumbai
What are the top-rated hospitals in Mumbai
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Nanavati Hospital (5), Sir H. N. Reliance Foundation Hospital (5)
Where to find the most affordable hospitals in Mumbai
KEM HOSPITAL (5), Sion Hospital (4), Nair Hospital (4), JJ Hospital (4), Tata Memorial Hospital (4)
Which hospitals in Mumbai have the best emergency services
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Nanavati Hospital (5), Fortis Hospital (5)
Who offers the best maternity services in Mumbai hospitals
Cloudnine Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (4), Surya Hospital (4), Lilavati Hospital (3), Kokilaben Dhirubhai Ambani Hospital (3)
How to choose a hospital in Mumbai for a specific treatment
NABH (5), Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), JCI (4)
Compare the facilities of major hospitals in Mumbai.
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Nanavati Hospital (5), Tata Memorial Hospital (5)
What are the most trusted hospitals in Mumbai for heart care
Kokilaben Dhirubhai Ambani Hospital (5), Asian Heart Institute (5), Nanavati Hospital (5), Fortis Hospital (5), Sir H. N. Reliance Foundation Hospital (5)
Assessing hospital facilities in Mumbai
What are the cleanest hospitals in Mumbai
Kokilaben Dhirubhai Ambani Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (4), P. D. Hinduja Hospital (4), Nanavati Hospital (4), NABH (4)
Where to locate hospitals in Mumbai with the latest technology
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (4), Nanavati Hospital (4), Fortis Hospital (4)
Which Mumbai hospitals have the best patient reviews
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), Nanavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Fortis Hospital (4)
Who provides the quickest admission process in Mumbai hospitals
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), Fortis Hospital (5), Nanavati Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (4)
How to find hospitals in Mumbai with specialised children's care
Surya Hospital (5), Nanavati Hospital (5), Kokilaben Dhirubhai Ambani Hospital (5), SRCC Children's Hospital (4), The Children's Hospital Mumbai (4)
What are the best hospitals in Mumbai for outpatient services
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), Bombay Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (4), Nanavati Hospital (4)
Where can I get the highest quality physiotherapy in Mumbai hospitals
Kokilaben Dhirubhai Ambani Hospital (4), Lilavati Hospital (4), Nanavati Hospital (4), ReLiva Physiotherapy & Rehab (4), Bombay Hospital (3)
Evaluating healthcare professionals in Mumbai
What are the most reputable hospitals for cancer treatment in Mumbai
Tata Memorial Hospital (5), Kokilaben Dhirubhai Ambani Hospital (5), Nanavati Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (3), P. D. Hinduja Hospital (3)
Which hospitals in Mumbai are known for their advanced surgical departments
Kokilaben Dhirubhai Ambani Hospital (5), Nanavati Hospital (5), Bombay Hospital (5), Fortis Hospital (5), Sir H. N. Reliance Foundation Hospital (5)
How to find hospitals in Mumbai that offer holistic healthcare services
JASLOK HOSPITAL & RESEARCH CENTRE (3), Bhaktivedanta Hospital & Research Institute (3), NABH (2), Kokilaben Dhirubhai Ambani Hospital (2), Jiva Ayurveda (2)
Where to look for hospitals in Mumbai with excellent psychiatric care
Kokilaben Dhirubhai Ambani Hospital (5), Masina Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (3), Lilavati Hospital (3), Nanavati Hospital (3)
Who provides the most comprehensive diagnostics in Mumbai hospitals
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (4), Tata Memorial Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (3), Nanavati Hospital (3)
What are the hospitals in Mumbai with the shortest wait times for appointments
Kokilaben Dhirubhai Ambani Hospital (5), Apollo Hospitals (5), Lilavati Hospital (4), Fortis Hospital (3), Wockhardt Hospital (3)
Understanding hospital costs in Mumbai
What are the hospitals in Mumbai with the best value for money
Fortis Hospital (4), Lilavati Hospital (4), Tata Memorial Hospital (4), Bombay Hospital (4), Wockhardt Hospital (3)
Where can I find hospitals in Mumbai that offer transparent pricing
Kokilaben Dhirubhai Ambani Hospital (5), Fortis Hospital (4), Nanavati Hospital (3), Lilavati Hospital (3), Wockhardt Hospital (3)
Which hospitals in Mumbai provide the best health insurance options
Kokilaben Dhirubhai Ambani Hospital (5), Fortis Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Star Health (4), Lilavati Hospital (4)
How to assess hospital fees in Mumbai before treatment
Kokilaben Dhirubhai Ambani Hospital (4), Lilavati Hospital (4), Nanavati Hospital (4), Tata Memorial Hospital (3), KEM HOSPITAL (2)
Who are the leading hospitals in Mumbai for affordable outpatient procedures
Bombay Hospital (5), KEM HOSPITAL (4), Fortis Hospital (3), Nanavati Hospital (3), Sion Hospital (3)
What are the hospitals in Mumbai with flexible payment plans
JASLOK HOSPITAL & RESEARCH CENTRE (5), Fortis Hospital (4), Lilavati Hospital (3), Nanavati Hospital (3), Wockhardt Hospital (3)
Checking patient reviews for hospitals in Mumbai
What hospitals in Mumbai have the highest patient satisfaction ratings
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), Fortis Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (4), Nanavati Hospital (4)
Where can I read reviews for hospitals in Mumbai
Lilavati Hospital (4), Kokilaben Dhirubhai Ambani Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (4), Tata Memorial Hospital (3), Nanavati Hospital (3)
Which hospitals in Mumbai are frequently recommended by locals
Lilavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Kokilaben Dhirubhai Ambani Hospital (5), Nanavati Hospital (5), Breach Candy Hospital (4)
How to identify hospitals in Mumbai with positive patient testimonials
Nanavati Hospital (4), Sir H. N. Reliance Foundation Hospital (4), NABH (3), JCI (3), Kokilaben Dhirubhai Ambani Hospital (3)
Who has the best online reviews among hospitals in Mumbai
Kokilaben Dhirubhai Ambani Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (4), Lilavati Hospital (4), Nanavati Hospital (4), Fortis Hospital (4)
What are the hospitals in Mumbai with the most consistent positive feedback
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Nanavati Hospital (5), Sir H. N. Reliance Foundation Hospital (5)
Exploring hospital aftercare services in Mumbai
What are the top hospitals in Mumbai for rehabilitation services after surgery
Kokilaben Dhirubhai Ambani Hospital (5), Nanavati Hospital (5), Lilavati Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (3), Bombay Hospital (3)
Where can I find hospitals in Mumbai that offer post-operative care
Nanavati Hospital (5), Kokilaben Dhirubhai Ambani Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (4), Fortis Hospital (4), Bombay Hospital (4)
Which hospitals in Mumbai have the best aftercare programmes for chronic illness
Kokilaben Dhirubhai Ambani Hospital (5), Nanavati Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (3), Bombay Hospital (3), Fortis Hospital (3)
How to identify hospitals in Mumbai with strong support for recovery services
Nanavati Hospital (4), Kokilaben Dhirubhai Ambani Hospital (3), Lilavati Hospital (3), Bombay Hospital (3), Sir H. N. Reliance Foundation Hospital (3)
Who provides excellent follow-up care in Mumbai hospitals after discharge
Lilavati Hospital (5), Fortis Hospital (4), Kokilaben Dhirubhai Ambani Hospital (3), JASLOK HOSPITAL & RESEARCH CENTRE (3), Apollo Hospitals (3)
What are the hospitals in Mumbai known for their patient aftercare support
Kokilaben Dhirubhai Ambani Hospital (4), JASLOK HOSPITAL & RESEARCH CENTRE (4), Fortis Hospital (4), Wockhardt Hospital (4), Lilavati Hospital (3)
Navigating health insurance options in Mumbai
What are the hospitals in Mumbai that offer the best health insurance guidance
Nanavati Hospital (5), Kokilaben Dhirubhai Ambani Hospital (4), Lilavati Hospital (4), Wockhardt Hospital (4), Bombay Hospital (4)
Where to find hospitals in Mumbai with extensive outpatient coverage
Kokilaben Dhirubhai Ambani Hospital (5), Lilavati Hospital (5), P. D. Hinduja Hospital (5), Nanavati Hospital (4), Holy Family Hospital (4)
Which hospitals in Mumbai provide the most flexible health insurance plans
Star Health (5), Fortis Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Kokilaben Dhirubhai Ambani Hospital (4), Care Health (4)
How to compare health insurance options available at hospitals in Mumbai
Lilavati Hospital (4), Hinduja Hospital (4), Kokilaben Dhirubhai Ambani Hospital (4), Fortis Hospital (3), Bombay Hospital (3)
Who can assist with health insurance claims in Mumbai hospitals
MD India (4), Kokilaben Dhirubhai Ambani Hospital (4), Lilavati Hospital (4), Medi Assist (3), Raksha TPA (3)
Where are the hospitals in Mumbai that have partnerships with major health insurers
Lilavati Hospital (5), JASLOK HOSPITAL & RESEARCH CENTRE (5), Kokilaben Dhirubhai Ambani Hospital (4), Nanavati Hospital (4), Fortis Hospital (4)
Understanding local healthcare regulations in Mumbai
What should I know about healthcare regulations affecting hospitals in Mumbai
BMC (4), NABH (2), NABL (1), JCI (1), Mahatma Jyotiba Phule Jan Arogya Yojana (1)
How do local healthcare regulations influence hospital services in Mumbai
Municipal Corporation of Greater Mumbai (3), BMC (2), NABH (1), JCI (1), NABL (1)
Which authorities govern hospital operations in Mumbai
BMC (4), Municipal Corporation of Greater Mumbai (4), NABH (2), KEM (1), Sion Hospital (1)
What are the recent changes in healthcare regulations that affect hospitals in Mumbai
BMC (2), Mahatma Jyotiba Phule Jan Arogya Yojana (1), NABH (1), Municipal Corporation of Greater Mumbai (1), Apollo Hospitals (1)
Where to find resources on hospital regulations in Mumbai
BMC (4), NABH (3), Municipal Corporation of Greater Mumbai (3), JCI (1), St. George Hospital (1)
Who can provide guidance on compliance for hospitals in Mumbai
NABH (4), NABL (3), BMC (2), Municipal Corporation of Greater Mumbai (2), JCI (1)
Method
How this was measured
- 50 questions across 8 topics, written the way a buyer in Mumbai would type them. None of them names a seller.
- Every question was put to Claude, ChatGPT, Copilot, Gemini, Google AI Overviews from a connection in India, in two runs, 498 answers in all.
- A judge model read each answer and listed every business it named, whether the answer linked to that business, where it first appeared and how it was described. Names are merged on a normalised form and known websites are attached where the answer linked to them.
- Marketplaces, finance providers, manufacturers, service chains and reference sites are classified and kept out of the seller leaderboard. They are reported separately where they matter.
- Each question was asked once per assistant per run. A single cell can turn on chance; the pattern across the study is the finding.
- This measures being named, not being visited or chosen. Appearing in an answer is the first condition of being considered.
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