The short answer. There is no single best tool for industrial investors, because the jobs differ. Lease and sale comps: CompStak. Market rent, occupancy and pricing data: Yardi Matrix. Lease-by-lease cash flow and valuation: ARGUS Enterprise, PropertyMetrics. Property, boundary and environmental data: LightBox. A deal workflow: Dealpath. One building from the documents and the property record to a sourced answer: Titleman. Compare tools inside the row where your time goes.
Published by Titleman, which makes one of the tools below. An industrial building is a claim on its tenants' leases and on a building that has to suit them, and the questions that decide a price are mostly about those two things. 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 industrial real estate investors have to get right
These six questions come up on most industrial acquisitions, and each points to a different kind of software.
- Rollover and mark-to-market. How do the in-place rents compare with today's market rents at each expiration, and what are the downtime and re-leasing costs? Lease comps answer the first half.
- Tenant credit and concentration. How much of the income depends on one or a few tenants, and how long are their terms and options? The single-tenant case is covered in single-tenant industrial NNN underwriting.
- Building function. Do clear height, dock doors, truck court depth, power and trailer parking suit the tenants you expect to re-let to? Records often do not hold these, and a site visit does.
- Lease structure. Triple net or modified gross, who pays for roof and structure, and how reimbursements and escalators work. The lease governs this, not the rent roll summary.
- Supply and demand. How much competing space is under construction or planned in the submarket, and how does absorption compare?
- Capital and environmental. What is the condition of the roof and paving, and does a Phase I environmental site assessment show anything that changes the price?
How these questions turn into a value is laid out in how to value an industrial property.
The tools at a glance
| Job | Tools | Use it when | Where the row stops |
|---|---|---|---|
| Lease and sale comps | CompStak | You need what comparable space actually leased and sold for | Comps are other buildings, not your leases |
| Market data | Yardi Matrix | You need rent, occupancy and pricing trends across markets | Coverage differs by market and asset class; check yours |
| Lease-by-lease cash flow | ARGUS Enterprise, PropertyMetrics | The income depends on specific leases and their terms | You enter the leases; it does not read the building |
| Property and environmental data | LightBox | You need parcel, boundary and environmental data for diligence | Data, not an analysis of the deal |
| Deal workflow | Dealpath | A team needs one pipeline and approval record | A workflow system, not market data |
| One property, sourced | Titleman | You want one building analyzed from the records and your documents, with a source beside each figure | Not a lease-by-lease modeling product or a data subscription |
The tools, as their makers describe them
Each tool below is linked to its maker. The quoted words come from the page we read.
CompStak
CompStak says its "Lease, sale, loan, and property data" is "sourced from 40,000+ CRE professionals, verified by CRE analysts". The data covers office, retail, industrial, multifamily, flex, R&D and land.
- Fits: brokers, appraisers, owners, asset managers and lenders who need comps.
- Check or limit: its analytics cover 105 US markets by its own page, so check your submarket. Some features, such as Rent Predictor, come with a higher tier.
- Free plan or trial: its Exchange is free in return for submitting comps; paid pricing not stated.
Yardi Matrix
Yardi Matrix is titled "Institutional Real Estate Data". It gives market data and analytics on rent, occupancy and pricing for equity investors, lenders and property managers, and lists industrial among its asset classes.
- Fits: investors who want market-level benchmarks across several markets.
- Check or limit: the page cites industrial data for 45 major US markets, and its market counts differ between sections of the page. Confirm that your market is in.
- Free plan or trial: not stated; the page offers a demo.
ARGUS Enterprise
ARGUS Enterprise from Altus Group is "Commercial property valuation and cash flow forecasting software." It forecasts cash flow lease by lease and supports scenarios, sensitivities and debt modeling.
- Fits: asset managers and valuation professionals who model leases individually.
- Check or limit: it models what you enter. Its page says it is not compatible with Safari, and pricing is tiered and not published.
- Free plan or trial: no free trial stated; the page offers a demo.
PropertyMetrics
PropertyMetrics offers a browser-based pro forma. Its page speaks of building "a complete multi-tenant proforma" and running "DCF and sensitivity analyses", with per-tenant leases, rent steps and recoveries.
- Fits: analysts and investors who want a lease-level model without a large system.
- Check or limit: its page does not list supported property types.
- Free plan or trial: free trial offered; trial length and prices not stated.
LightBox
LightBox calls itself "Connected data for commercial real estate", with property, boundary and environmental data and location tools for diligence.
- Fits: investors, lenders and developers doing site diligence.
- Check or limit: its page does not single out industrial or give an asset-class list.
- Free plan or trial: not stated; the page offers a demo.
Dealpath
Dealpath describes itself as "The AI-Powered Operating System for Real Estate Investing", covering pipeline, underwriting comparison, diligence tasks and committee approval.
- Fits: investment teams running several deals at once.
- Check or limit: its page does not name industrial specifically.
- Free plan or trial: not stated; the page offers a demo.
Where Titleman fits, and where another tool is better
Where Titleman fits. Titleman works on one property at a time. For an industrial building, Underwriting reads the rent roll, the T-12 and the offering memorandum you attach and underwrites from them with the source beside each figure, and the Value Opinion product builds a worked opinion of value. For a single-tenant building, our NNN and credit-tenant page shows how the tenant, the guarantor and the lease term go into the model. Scout searches a territory for candidates, drawing on 2,100+ sources. It is for property in the United States.
Where another tool is better. If you need what comparable space leased for, a comp database such as CompStak is built for that. If your income hangs on a long rent roll of small tenants and you want every lease modeled with its options, ARGUS Enterprise or PropertyMetrics is the right row. If you need market trends across many markets, use a data service such as Yardi Matrix. Titleman is not a data subscription and does not replace a lease-level cash flow model.
What none of these replace
A site visit to check clear height, docks and truck courts. A Phase I environmental assessment and a roof and structure inspection. A title search and survey. A licensed appraisal where your lender requires one, since Titleman produces an opinion of value and not an appraisal. And the lease itself, read by someone who will be held to it.
How to choose: one deal you already know
Take a building you bought or passed on, where you know the in-place rent, the tenant and what it sold for. Run it through each tool you are considering. Compare each tool's market rent and value with what happened, check that every figure names its source, and note what it did where the data was thin. Count the places a number had to be typed again between tools; that cost is usually larger than the subscriptions.
Frequently asked questions
What are the best AI tools for industrial real estate investors in 2026?
It depends on the job: lease comps, market data, lease-by-lease modeling, diligence data and deal workflow are different products. Compare tools inside the row where your time goes, and test each on an industrial building you already know.
How do industrial investors find lease comps?
From a comp database built from reported leases and sales, or by asking brokers. Check that a database covers your submarket and say how current its comps are, since industrial rents move by submarket.
What software is used to model industrial leases?
Lease-by-lease cash flow tools such as ARGUS Enterprise and PropertyMetrics, which model rent steps, recoveries, downtime and rollover tenant by tenant. They model the leases you enter and do not read the building.
Can AI value an industrial property?
AI can assemble the record, the comparables and the income into a worked opinion of value with the sources shown. It is an opinion and not an appraisal, and it cannot see clear height or the condition of the roof.
Where does Titleman fit for an industrial investor?
Titleman analyzes one industrial property at a time from the property record and your documents, and searches a territory for candidates with Scout. It is not a comp database, a market-data subscription or a lease-level cash flow model.