The short answer. There is no single best tool for medical office investors, because the jobs differ. Medical real estate data, owners and benchmarks: Revista. Healthcare demand from procedure data: Definitive Healthcare. Listings and comps: Med Office List. Foot traffic: Placer.ai. Lease abstraction: Prophia. Lease-by-lease cash flow: ARGUS Enterprise. One building from the documents and the property record to a sourced answer: Titleman, which has no medical-specific data. Compare tools inside the row where your time goes.
Published by Titleman, which makes one of the tools below. A medical office building is priced on its tenants: who they are, who stands behind their leases and how costly it is to replace a specialized build-out. Quoted descriptions of other companies are the words on each company's own page, read on 19 October 2026 and linked; the lines on fit and limits are our reading of those pages. Nothing here is a ranking: we have not run these products on the same property, so the test that decides is one deal you already know the answer to, described near the end.
Updated 19 October 2026. Written by the Titleman team. AI was used to draft this page. Every quoted description of another company was checked against that company's own page on 19 October 2026. The lines on fit and limits are our reading, not the vendor's words.
What medical office investors have to get right
These six questions come up on most medical office acquisitions, and only some can be answered from a lease.
- Tenant credit. Is the tenant a health system or a physician practice group, how concentrated is the rent, and who guarantees the lease?
- Lease term and rollover. What are the weighted average lease term and the rollover schedule, and what are physicians' renewal and relocation patterns?
- Campus. Is the building on or off a hospital campus, and does a health-system affiliation drive demand, rent premium and exit liquidity?
- Re-tenanting cost. What tenant improvement allowance and leasing cost does renewal or re-tenanting need, given plumbing, imaging and procedure rooms?
- Expense structure. How much do net leases, recoveries and rent bumps protect net operating income?
- Local demand. Do provider density, specialty mix and reimbursement trends support demand for this building?
Questions two and four depend on the leases; see lease rollover risk. Questions three and six depend on healthcare data that a generic tool does not hold.
The tools at a glance
| Job | Tools | Use it when | Where the row stops |
|---|---|---|---|
| Medical real estate data | Revista | You need MOB statistics, owners and benchmarks | Headline statistics cover the largest metros |
| Healthcare demand | Definitive Healthcare | You forecast demand from procedure and facility data | Claims data is de-identified |
| Listings and comps | Med Office List | You scan medical office properties for sale and lease | A listing service, not an analysis |
| Foot traffic | Placer.ai | You test visit patterns around a building | No healthcare-specific features on its page |
| Lease abstraction | Prophia | Terms sit in lease PDFs | Medical office not mentioned on its page |
| Lease-by-lease cash flow | ARGUS Enterprise | Income depends on specific leases | You enter the leases |
| One property, sourced | Titleman | You want one building analyzed from the records and your documents, with a source beside each figure | No medical-specific data; not a healthcare demand model |
The tools, as their makers describe them
Each tool below is linked to its maker. Quoted words come from the page we read; where a page gave no clean description, we describe the product in our own words.
Revista
Revista says "In the 100 largest metro areas, Revista is tracking 1.1 billion square feet of MOBs (Medical Office Buildings)", a figure the page gives as of the third quarter of 2026. It offers an owner database, local underwriting statistics, benchmarking, capital markets statistics, site selection and lease renewal tracking.
- Fits: medical real estate investors, asset managers, developers and underwriters.
- Check or limit: the market statistics on its page cover the 100 largest metro areas, so smaller markets may not be there.
- Free plan or trial: the page refers to a subscription and a demo; prices not stated.
Definitive Healthcare
Definitive Healthcare opens its real estate page with "Forecasting demand for healthcare real estate is difficult." It offers healthcare market intelligence from organizational data and de-identified all-payor claims data: which services and procedures are in demand and how facility ownership is changing.
- Fits: real estate companies forecasting healthcare demand.
- Check or limit: the page notes the claims data is de-identified; it is demand data, not property data.
- Free plan or trial: the page shows free trial links and a get-a-quote button; prices not stated.
Med Office List
Med Office List combines a newsletter with searchable listings of medical office properties for sale and lease, comps, map search and a directory of brokers, owners and tenants.
- Fits: owners, brokers and tenants in medical office.
- Check or limit: a listing and directory service; it does not underwrite.
- Free plan or trial: the page says sign-up is free.
Placer.ai
Placer.ai offers "Market Intelligence for the Physical World": foot traffic and location analytics by property, chain and industry, listing healthcare among its solutions.
- Fits: investors testing visit patterns around a building.
- Check or limit: the page gives no healthcare-specific features beyond naming the solution; its free tool shows only the last month of visits.
- Free plan or trial: a free dashboard is offered; prices not shown.
Prophia
Prophia says it "transforms the documents that govern your business into verified intelligence". It abstracts leases with expert validation into structured data linked to the source documents, which feeds a self-updating stacking plan and critical-date tracking.
- Fits: acquisitions, asset management and due diligence teams.
- Check or limit: its page does not mention medical office.
- Free plan or trial: not stated; the page offers a demo and links to plans and pricing.
ARGUS Enterprise
ARGUS Enterprise from Altus Group is "Commercial property valuation and cash flow forecasting software", modeling cash flow lease by lease with debt modeling and sensitivity analysis.
- Fits: asset managers and valuation professionals.
- Check or limit: its page does not mention medical office, it is not compatible with Safari, and pricing is not published.
- Free plan or trial: no free trial is stated; the page offers a demo and says to contact the company.
Where Titleman fits, and where another tool is better
Where Titleman fits. Titleman is not specific to medical office and holds no health-system or provider-density data. It works on one building at a time: attach the rent roll, the T-12 and the offering memorandum, and Underwriting reads them, reconciles them against each other and underwrites from your figures with each figure pinned to its source. The Value Opinion product builds a worked opinion of value with comparables. Scout searches a territory against your buy box, drawing on 2,100+ sources. It is for property in the United States.
Where another tool is better. For medical office statistics, owners and benchmarks, Revista is the specialist. For healthcare demand from procedure data, Definitive Healthcare has what Titleman does not. For abstracting many leases, Prophia is built for that, and for modeling each lease, ARGUS Enterprise. Titleman does not answer the campus-affiliation question or forecast provider demand.
What none of these replace
A conversation with the health system or practice group about its plans. The leases and any guarantee, read by someone who will be held to them. A property condition report on the specialized systems. A title search and survey. A licensed appraisal where your lender requires one, since Titleman produces an opinion of value and not an appraisal.
How to choose: one deal you already know
Take a medical office building you bought or passed on, where you know the tenants and what a re-tenanting cost. Give each tool the same documents and check what it did with the rollover, the tenant improvement budget and the tenant credit. Did each figure say where it came from? And where it had no healthcare data, did it say so or fill the gap? A tool that names what it could not establish is more useful than a confident number.
Frequently asked questions
What are the best AI tools for medical office investors in 2026?
It depends on the job: medical real estate data, healthcare demand, listings, lease abstraction and cash flow modeling are different products. Pick the row where your time goes and test each tool on a building you already know.
How do medical office investors forecast demand?
From provider density, specialty mix and procedure volumes in the area. Healthcare data services collect these; a real estate tool without that data cannot supply them.
What is the main risk in a medical office building?
Tenant concentration and the cost of re-tenanting a specialized build-out. Read the weighted average lease term, the rollover schedule and who guarantees each lease.
Can AI underwrite a medical office building?
AI can read the rent roll, the operating statement and the offering memorandum, tie them against each other and build the model. It cannot know a health system's plans, and a figure with no named source should be treated as unverified.
Where does Titleman fit for a medical office investor?
Titleman analyzes one building at a time from the property record and your documents, and searches a territory with Scout. It holds no health-system or provider-density data.