Healthcare AI moats

Healthcare AI has a wide moat: an average moat of 78 out of 100, 2nd of 29 AI markets. 223 of its 248 rated products have a wide moat and 1 has none. Its products are strongest on switching costs, habit and retention, hard to copy and regulatory barrier.

Data updated · 248 products rated

The widest moats in HealthcareCheck your product’s moat

Widemoat rating, 78 out of 100
2 of 29markets, by average moat
248products rated for moat
90%have a wide moat

Every rated product, by moat

Wide 90% (223)Narrow 10% (24)None 0% (1)

Moat profile

Each source on a 0 to 100 scale, averaged across the market and rated against the other AI markets. Threats count against the moat.

SwitchingRetentionHard to copyRegulationEcosystem

Dashed line: the average across all AI markets.

Moat sources

Switching costsHow much time, data and retraining a customer would lose by moving to a rival.Strong · 73
Habit and retentionHow deeply the product sits in a daily routine or workflow.Strong · 76
Hard to copyDifferentiation from rivals, and how few products are thin layers over a public model.Strong · 88
Regulatory barrierCompliance work (health, finance, legal, privacy rules) a new entrant must clear first.Strong · 100
EcosystemShare of products with a public API and with ten or more integrations.Weak · 42

Threats to the moat

Wrapper exposureShare of products whose core could be rebuilt on a public model in days.Low · 0
Platform dependencyHow much products rely on another company’s platform (a social network, a store, a search engine) to work.Some · 35

Widest moats in Healthcare

Ranked by FalcoScan’s moat score, shown as bands, with the sources each product is strong on. Exact scores are on paid plans.

  1. 01Butterfly IQ AI UltrasoundAI-powered handheld ultrasound for point-of-care diagnosticsStrong on switching costs, habit and retention, hard to copy, regulatory barrierWide moat
  2. 02DeepMind AlphaFoldAI protein structure prediction for drug discoveryStrong on switching costs, habit and retention, hard to copy, regulatory barrierWide moat
  3. 03iRhythm Zio AIAI cardiac arrhythmia detection from wearable patchStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat
  4. 04Paige AI PathologyFDA-cleared AI for prostate cancer pathology detectionStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat
  5. 05Flatiron Health OncologyAI real-world evidence platform for oncology researchStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat
  6. 06Tempus AI NextAI-powered next best therapy recommendations for oncologyStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat
  7. 07Tempus Precision MedicineAI precision medicine platform for cancer genomicsStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat
  8. 08Cleerly Heart AIAI coronary artery disease analysis from CT scansStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat
  9. 09Insilico MedicineAI drug discovery platform for novel therapeuticsStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat
  10. 10Nuance DAX CopilotAI clinical documentation assistant for physiciansStrong on switching costs, habit and retention, hard to copy, regulatory barrier, ecosystemWide moat

Make one of these? Products rated a wide or narrow moat can show a live moat badge on their site. Get your badge →

Most exposed products

The products with the least protection and the full top 25 open with a free account. Exact moat scores and their inputs are on paid plans.

Questions

Does Healthcare AI have a moat?

Healthcare AI has a wide moat on FalcoScan, averaging 78 out of 100 across 248 rated products, against 62 across all AI markets. 90% of its products have a wide moat and 0% have none.

What protects Healthcare AI products from competition?

Rated against other AI markets: switching costs strong, habit and retention strong, hard to copy strong, regulatory barrier strong, ecosystem weak. The main moat is regulatory barrier.

Which Healthcare AI tools have the widest moats?

Butterfly IQ AI Ultrasound, DeepMind AlphaFold, iRhythm Zio AI lead Healthcare on FalcoScan's moat rating. The ten widest are listed on this page; exact moat scores for every product are in FalcoScan plans, the API and the MCP server.

How does Healthcare AI compare with other AI markets?

Healthcare ranks 2nd of 29 AI markets by average moat, wider than 27 of them. The nearest markets are Security (79) above it and Data (76) below it.

What threatens moats in Healthcare AI?

Wrapper exposure is low (0% of products could be rebuilt on a public model quickly) and platform dependency is some.

Cite and share

Quote a figure, link to the page or take the data for every market.

Citation

FalcoScan, “Healthcare AI moats”, data updated 9 October 2026. https://falcoscan.com/moats/healthcare

BibTeX
@misc{falcoscan_moats_healthcare_2026,
  author = {{FalcoScan}},
  title = {Healthcare AI moats},
  year = {2026},
  month = oct,
  howpublished = {\url{https://falcoscan.com/moats/healthcare}},
  note = {Data updated 9 October 2026}
}
Link for your site

<a href="https://falcoscan.com/moats/healthcare">Healthcare AI moat rating (FalcoScan)</a>

Market data

Every market’s moat rating, average, sources, threats and saturation, as a CSV or as Markdown with the method and definitions. Free to use with a citation.

MarkdownCSV

The figures refresh daily from the FalcoScan catalog. When you quote one, quote the date with it: .

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