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Market/Categories/Business Specialist/MD.ai

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

MD.ai

MD.ai provides DICOM-native data annotation tools and AI-powered reporting solutions for radiology, enabling efficient medical imaging workflow automation and dataset creation for AI development.

Business Specialistmd.aiTracked since 2026-08-211 discovery source
1.5KBacklinks
296Referring domains
22Domain authority
+15.0%Referring domains · 90 days

Authority & distribution

How strong is MD.ai’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

1.5KCurrent snapshot

Referring domains

296Current snapshot

Authority

22Domain authority · category median 22

90-day move

+15.0%Referring domains, last 90 days
At 22, MD.ai sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

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Traffic & engagement

Where MD.ai ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending MD.ai traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What MD.ai is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“MD.ai”

MD.ai provides DICOM-native data annotation tools and AI-powered reporting solutions for radiology, enabling efficient medical imaging workflow automation and dataset creation for AI development.

Business SpecialistSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://md.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about MD.ai.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What problem does MD.ai solve and what is its core function?

MD.ai provides DICOM-native data annotation tools and AI-powered reporting solutions for radiology to enable efficient medical imaging workflow automation and dataset creation for AI development. The platform accelerates the development and deployment of medical imaging AI models. Evidence from the homepage and product description confirms this core function.

Who is the primary audience for MD.ai?

MD.ai is designed for radiologists, medical imaging professionals, and developers building medical imaging AI. The platform enables thousands of doctors and their collaborators to create large labeled datasets and build AI-driven clinical workflows. The homepage and product description identify this specialized audience.

What specific features does MD.ai offer?

MD.ai offers features including LLM-powered reporting with automatic template selection and impression generation, AI-assisted annotation, native DICOM support, an FDA 510(k)-cleared viewer, seamless scaling, PHI detection and De-ID, and developer APIs. The homepage lists these features for its Reporting and Annotator modules.

How is MD.ai priced or packaged?

The evidence does not specify pricing or packaging details for MD.ai. The homepage offers a 'Get a Demo' option, suggesting a sales-driven model rather than public pricing.

What is MD.ai used for and in what situations?

MD.ai is used to supercharge clinical reporting workflows with LLMs for efficiency, to build high-quality labeled datasets for AI model development, and to deploy and validate AI-driven clinical workflows. It is used in situations requiring medical imaging AI development, radiology reporting automation, and dataset creation. The homepage details these specific use cases.

What is MD.ai?

MD.ai is a SaaS platform providing AI-driven medical imaging reporting and data annotation tools for radiology. It is designed to accelerate medical imaging AI development and automate radiology workflows. The product description and homepage define it as an AI-powered platform.

Behind the lock

Unlock full MD.ai intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured