Market cut · Singapore

Leading Healthcare Providers Brands in AI Search in Singapore

The Healthcare Providers index re-ranked using only prompts and answers from Singapore.

October 2026 edition

Across the six months through October 2026, Mount Elizabeth Hospital leads AI search visibility in Healthcare Providers in Singapore with a Goodie visibility score of 79.7, ahead of Teladoc Health (79.1) and Gleneagles Hospital (78.7). The median score across the 19 ranked brands is 36.2, and a score above 36.2 reaches the top ten. The most-cited source grounding these answers is bing.com at 11.4% of all citations, while brand-owned pages account for just 38.7%.

35k prompts · 2.6m AI answers · 11.8m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Healthcare Providers · Singapore
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
36.2
Half of the 19 ranked healthcare providers brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 71.7
Score to enter the top 10
36.2
Clearing 36.2 puts a brand in the category top ten. The bar sits 0.0 points above the midpoint, so the leaderboard is closely contested.
Brands named per answer
7.8
A typical answer names eight brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.0
Citation mix
  • UGC 4%
  • Editorial 6%
  • Video 1%
  • Reference 11%
  • Other 78%
Other leads the third-party sources grounding healthcare providers answers. Brand-owned citations sit in the next cell and are not counted here. “Other” covers domains we have not classified into a type yet.
Brand-owned citation share
38.7%
Owned content is unusually strong here, brand domains are a citation source in their own right rather than just the subject of third-party coverage.
Index-wide average is 26.8%
Industry sentiment
67/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
35k
Real buyer phrasing, 4 models
AI answers analysed
2.6m
327k in October · ▲ 12.4% vs September
Citations parsed
11.8m
1m in October · ▲ 6.3% vs September
Brands observed
2,103
19 ranked here · 2,084 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Healthcare Providers, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Mount Elizabeth Hospital
79.7
10.3%AI ModeChatGPTCopilotPerplexity▼ 7.870mountelizabeth.com.sg
02Teladoc Health
79.1
10.2%AI ModeChatGPTCopilotPerplexity—62wikipedia.org
03Gleneagles Hospital
78.7
10.1%AI ModeChatGPTCopilotPerplexity▼ 1.764mountelizabeth.com.sg
04Mayo Clinic
77.3
10.0%AI ModeChatGPTCopilotPerplexity▼ 5.975newsweek.com
05Cleveland Clinic
76.8
9.9%AI ModeChatGPTCopilotPerplexity▼ 3.370newsweek.com
06Amwell
58.2
7.5%ChatGPTCopilotPerplexity—51builtin.com
07Mass General Brigham
40.2
5.2%ChatGPTPerplexity▼ 2.456newsweek.com
08Doxy.me
39.9
5.1%AI ModePerplexity—58sermo.com
09Johns Hopkins Medicine
37.6
4.8%AI ModeChatGPT▼ 2.476icthealth.org
10Singapore General Hospital
36.2
4.7%AI ModeCopilot▼ 1.472newsweek.com
19 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Sep

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Healthcare Providers
#DomainCitation shareΔ vs last month
01bing.com
11.4%
—
02google.com
7.6%
▲ 1.2
03fortune.com
7.3%
—
04pmc.ncbi.nlm.nih.gov
6.8%
—
05apple.com
5.5%
—
06wecovr.com
4.8%
—
07wikipedia.org
4.6%
—
08facebook.com
3.9%
—
09beckershospitalreview.com
3.8%
▼ 1.7
10biostatuscaption.com
3.6%
—
Top 10 of 2k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Healthcare Providers, with distinct brands named and sources cited
#PromptBrandsSources
01Providers offering integrated digital health services182219
02Which private hospitals offer premium care?33209
03Telemedicine platforms patients continue using59174
04Healthcare providers with strong patient reviews143168
05Hospital networks known for treatment quality100155
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising

No rising brands this month.

Falling
▼ 7.8
Mayo Clinicscore 77.3
▼ 5.9
▼ 3.3
8 ranked brands scored in both Sep and OctIndustry avg ±3.3/mo

Global Search Demand

Where this industry's questions originate
6,612,966 searches sampled
Tracked markets for Healthcare Providers, by sampled search volume
#CountrySearch volume
01United States4.4M
02United Kingdom714K
03Canada686K
04Australia311K
05Egypt81K
06Germany75K
07Saudi Arabia74K
08France74K
09United Arab Emirates65K
10Italy65K
11Japan47K
12Singapore33K
12 tracked markets
This edition

What Changed This Month

Mount Elizabeth Hospital leads Healthcare Providers this edition with a visibility score of 79.7, ahead of Teladoc Health at 79.1.

bing.com is the most-cited source grounding healthcare providers answers, at roughly 11.4% of citations. Brand-owned pages account for 38.7% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked healthcare providers brands is 36.2, and a score above 36.2 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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What you get
  • Visibility score
  • Industry rank
  • Brands ahead of you
  • Model and source gaps
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

Three-dimensional logo of Goodie, an end-to-end AI search visibility platform.
FAQ · Healthcare Providers

Questions?
We Have
the Answers.

Mount Elizabeth Hospital currently leads AI search visibility in healthcare providers with a Goodie visibility score of 79.7, measured across the tracked AI models.

bing.com is the most-cited source in healthcare providers AI answers, grounding roughly 11.4% of citations in this industry.

The median score among ranked healthcare providers brands is 36.2. A score above 36.2 places a brand in the industry top ten.

Each edition samples the same tracked prompt set across the models Goodie follows, then ranks brands by how often they are named in those answers.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.