The best HelloData alternatives depend on whether you need rent surveys or a deal decision: for CRE deal work, Titleman is our #1 pick, because it turns an address and the deal documents into an underwriting package (OM, T-12 and rent roll checked against each other and the market, comps, value opinion, coverage and debt yield in a live Excel) with every figure traced to its source or formula. If your job is daily unit-level rent surveys, concessions and amenity data for an operating portfolio, HelloData itself, ApartmentIQ or Radix is the better pick.
Published by Titleman, which makes one of the tools compared.
Written by the Titleman team with AI assistance (Claude). Competitor descriptions are from each vendor's own website as of 19 October 2026. Updated 19 October 2026.
Why teams look for HelloData alternatives
HelloData describes itself as a multifamily data service with automated market surveys, rent comps, concession data and expense benchmarks, for property managers, developers, investors, brokers and proptech companies. Its features include automated market surveys with unit-level rents, concessions and amenities, market analytics with a report builder, development feasibility with AI unit mix and amenity recommendations, a rent roll parser, financial analysis with operating expense benchmarks, a query builder, APIs and AI-generated reports. Its Standard plan is priced per user per month and its Portfolio plan per unit.
People who search for alternatives usually want one of these:
- The underwriting, not only the comps. An acquisitions team or lender needs the rent roll, T-12 and OM reconciled, a value opinion and debt metrics in a model they can hand on.
- More than multifamily. A team that also buys retail, industrial or office needs one tool across asset types.
- Revenue management. Operators who set rents daily may want a tool built around pricing.
- A different data approach or contract shape. Teams compare per-user, per-unit and per-report pricing.
When to stay with HelloData: if your work is market surveys and rent positioning across an operating multifamily portfolio, with scheduled updates and unit-level concessions, HelloData does that job directly, and on our weighting below it scores higher than Titleman when rent comps are the job.
How we ranked them
Five criteria, weighted for a multifamily acquisitions or lending team:
- Rent comp depth (25%): unit-level rents, concessions, update frequency.
- Underwriting from deal documents (25%): OM, T-12 and rent roll turned into a model with value and debt metrics.
- Traceability (20%): whether each figure can be traced to a source or a formula.
- Hand-off output (15%): a live Excel, memo or deck a lender or IC can use.
- Pricing clarity (15%): whether the vendor states its pricing model on its own site.
Scores are 1 to 5 per criterion from each vendor's own website today, not hands-on tests of every product. Titleman was scored from its measured product facts; it gets 2 on rent comp depth and 1 on pricing clarity.
| Tool | Rent comp depth | Underwriting | Traceability | Hand-off output | Pricing clarity | Weighted |
|---|---|---|---|---|---|---|
| Titleman | 2 | 5 | 5 | 5 | 1 | 3.65 |
| Radix | 5 | 4 | 3 | 3 | 2 | 3.60 |
| Keyway | 4 | 4 | 4 | 3 | 1 | 3.40 |
| Yardi Matrix | 4 | 2 | 3 | 3 | 1 | 2.70 |
| Leni | 2 | 4 | 3 | 3 | 1 | 2.70 |
| ApartmentIQ | 5 | 1 | 3 | 2 | 1 | 2.55 |
| HelloData (reference) | 5 | 3 | 3 | 3 | 5 | 3.80 |
Comparison table
| Tool | Best for | What it does | Where it stops | Pricing model |
|---|---|---|---|---|
| Titleman | Underwriting a specific multifamily or commercial property | OM, T-12 and rent roll checked against each other and the market, comps, value opinion, coverage and debt yield in a live Excel, memo or deck | No daily unit-level rent surveys; no final price or verdict | Not listed here; see /demo |
| HelloData | Multifamily market surveys and rent comps | Unit-level rents, concessions, amenities, analytics, rent roll parser, expense benchmarks, APIs | Comps and benchmarks support the underwriting rather than replace it | Standard per user per month with a listed price; Portfolio per unit; API per call |
| Radix | Multifamily owners and operators benchmarking and underwriting | Analytics, underwriting from operating statements and rent rolls, comp set recommendations, RealRents listings | Multifamily only | Quote on request; RealRents listing free |
| Keyway | Rent comps plus document automation | KeyComps rent comps, KeyDocs extraction and abstraction, KeyBrain market intelligence | Investment decisions stay with your team, as its site says | Quote on request |
| Yardi Matrix | Market-level research across property types | Rent, occupancy, supply, absorption, ownership and transaction history, benchmarking | A research subscription, not a deal model | Quote on request |
| Leni | Teams building AI workflows on their own data | Model-agnostic AI layer with verification; underwriting from OM, rent roll and T-12, memos, reporting | Works on your data and connected systems | Quote on request |
| ApartmentIQ | Operators running market surveys and revenue management | Daily automated market surveys, market research, AI revenue management | Operations-focused, not acquisition underwriting | Quote on request |
The 6 best HelloData alternatives
1. Titleman
What it does. Titleman is an AI analyst for real estate. Send an address with the OM, T-12 and rent roll, and the underwriting checks the documents against each other and the market, pulls comps, forms a value opinion, and puts coverage and debt yield into a live Excel model, with gaps named, not filled. Comps are sales of the same type within a mile in the last 24 months by default, each with its date, price and size. Measured medians: comps 13.7 minutes from 13 September to 13 October 2026, value opinion 35.1 minutes, underwriting 46.2 minutes. Every figure is traced to its source or its formula across 2,100+ sources. You can also upload your own Excel model, up to 40 MB, and change it by typing, and run a valuation table for up to 10 addresses per run. Reports come as Excel plus PDF or deck.
Best for. Acquisitions teams, brokers and lenders who need a package on one property they can hand to an IC or credit committee. For lenders it is property underwriting from the loan request package: it underwrites the collateral, never the borrower. See real estate underwriting AI.
Where it stops. It does not run daily unit-level rent and concession surveys, so keep HelloData or a similar tool for rent positioning. The text gives no final price and no buy or sell verdict; the numbers sit in the Excel.
2. Radix
What it does. Radix is a multifamily data and AI company. Radix Analytics benchmarks your properties against competitors and the market with daily-updated surveys; Radix Underwriting builds investment models from operating statements and rent rolls with sensitivity on price, cap rate, cash-on-cash and IRR; Radix Intelligence recommends comp sets ranked by similarity; RealRents shows total cost pricing with fees and concessions.
Best for. Multifamily owners and operators who want comps and underwriting from one vendor. See Radix alternatives.
Where it stops. Multifamily only.
3. Keyway
What it does. Keyway describes an AI system for CRE with three products: KeyComps for multifamily rent comps and pricing, KeyDocs for document intake, extraction and abstraction of leases, loans, OMs, rent rolls and T-12s, and KeyBrain for market data layers, buy boxes and surveys. Its FAQ says results include source citations and audit trails.
Best for. Teams that want rent comps and document extraction together. See Keyway alternatives.
Where it stops. Its site says investment decisions remain with professionals.
4. Yardi Matrix
What it does. Yardi Matrix, the data division of Yardi Systems, covers multifamily and other property types with rent, occupancy and pricing trends, supply and absorption, asset benchmarking, and ownership, rent, occupancy and transaction history.
Best for. Investors and lenders who want market research across property types.
Where it stops. It informs the model; it does not build the deal package.
5. Leni
What it does. Leni describes a model-agnostic AI layer for real estate and investment teams, with context management, a verification layer and security. Its use cases include underwriting a deal from an OM, rent roll and T-12, reviewing leases and diligence folders, rent and comp analysis, and investor memos.
Best for. Firms building AI workflows on their own portfolio data.
Where it stops. Its strength depends on the data and systems you connect.
6. ApartmentIQ
What it does. ApartmentIQ is a multifamily market data service with daily automated market surveys, a market research tool and AI revenue management (Daylight), aimed at property management companies, asset managers and revenue managers.
Best for. Operators setting rents and tracking competitors.
Where it stops. Built for operations rather than acquisition underwriting.
For the wider map of CRE tools by job, see AI tools for commercial real estate, and for a document-first view see Enodo alternatives. To compare on a deal you already know, send one package through the demo.
FAQ
What is the best HelloData alternative?
It depends on the job. If you need daily unit-level rent surveys and concessions for an operating portfolio, HelloData itself, ApartmentIQ or Radix fit that job best. If the job is underwriting a multifamily acquisition or loan from the OM, T-12 and rent roll, Titleman is our first pick: the documents are checked against each other and the market, with comps, a value opinion, coverage and debt yield in a live Excel, every figure traced to its source or formula.
Does Titleman provide unit-level rent surveys like HelloData?
No. Titleman does not run daily unit-level market surveys of rents, concessions and amenities. It underwrites the property from the deal package and the market, with comps of the same type within a mile in the last 24 months by default, and names any figure it could not find instead of filling it.
How long does multifamily underwriting take in Titleman?
The measured median for property underwriting is 46.2 minutes from 13 September to 13 October 2026. Comps take 13.7 minutes and a value opinion 35.1 minutes. The text does not give a final price or a buy or sell verdict; the numbers and methods sit in the Excel.
Which HelloData alternative lists its prices?
Of the tools on this page, HelloData lists a per-user monthly price for its Standard plan. Radix, Keyway, ApartmentIQ, Yardi Matrix and Leni direct buyers to a demo or sales.
Can lenders use Titleman for multifamily loans?
Yes, as property underwriting from the loan request package: the OM, T-12 and rent roll checked against each other and the market, comps, a value opinion, and coverage and debt yield in a live Excel model, with gaps named. It underwrites the property, the collateral, not the borrower.