Dataland
Dataland is a São Paulo-based SaaS platform that aggregates 600+ data layers across 310+ Brazilian cities to deliver terrain feasibility, real estate market intelligence, and AI-driven automated property valuations for banks, real estate developers, corporate expansion teams, and landowners.
- Company typePrivate
- Founded2021
- HeadquartersSão Paulo, Brazil
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Dataland does
Dataland is a São Paulo-based real estate data intelligence SaaS company that aggregates over 600 urban, legal, and market data layers covering 310+ Brazilian cities, approximately 5 million property registrations, 20+ years of historical data, and 56,000+ monitored developments totaling R$600 billion in tracked Gross Sales Value (VGV). Its platform is delivered through three integrated modules: Dataland Urban (terrain feasibility, zoning, restrictions, and risk consolidation), Dataland GeoImovel (launch monitoring, pricing, inventory, and sales velocity intelligence), and Dataland AVM (Automated Valuation Model, an AI-driven appraisal engine that produces CMN-compliant digital reports in minutes, replacing traditional 7-day physical evaluations).
The company serves four primary customer segments: financial institutions (banks, funds, and managers using AVM for credit decisions and portfolio mark-to-market), real estate developers or incorporadoras (using Urban and GeoImovel for land acquisition, pricing strategy, and competitor analysis), corporate expansion teams (site selection for retail and corporate chains), and landowners or terrenistas (technical valuation reports). It operates a sales-led, direct consultation GTM targeting enterprise and mid-market accounts, with no self-service pricing and a quote-based annual subscription model across modular products.
Dataland was founded circa 2020–2021, is privately held, has between 11 and 50 employees, and has raised R$5 million in seed funding from GHT4 multi-family office (August 2021) with the round potentially reaching R$25 million, plus a subsequent investment from Loyall Capital Partners (January 2023). In February 2026 it formed a joint venture with Grupo OLX to analyze land purchases, embedding its data intelligence deeper into Brazilian real estate transactional workflows.
Dataland firmographics
Firmographics- Name
- Dataland
- Legal name
- Dataland
- Website
- https://dataland.ai
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Dataland is a São Paulo-based SaaS platform that aggregates 600+ data layers across 310+ Brazilian cities to deliver terrain feasibility, real estate market intelligence, and AI-driven automated property valuations for banks, real estate developers, corporate expansion teams, and landowners.
- Ownership category
- akta.pro rank
Dataland industry classification
Industry- Product category
- Real Estate Data Intelligence Software
- NAICS
- Software Publishers (513210), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- Data Platforms & Modern Data Stack Services (Lakehouse, DW, MDM) (BPAEAHAC)
- akta.pro secondary industries
- Data Platform (Unified Data & Analytics) Suites (HDAEABAD), Data Sharing, Data Exchange & Data Marketplace Platforms (HDAEABAH)
Keywords
Where Dataland is headquartered
LocationHeadquarters
- HQ city
- São Paulo
- HQ country
- Brazil
- HQ region
- Latin America
Offices1 record
Markets served
Dataland business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure
Revenue model
- Software Platform Subscription: Multi-module SaaS platform with separate products (Urban, GeoImovel, AVM) offered as subscription-based licenses. Customers can contract individual modules or the full platform.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription with modular pricing |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels3 records
Dataland product offering
Product offeringCore offering
Dataland operates a unified real estate data intelligence SaaS platform that consolidates more than 600 data layers across urban planning, zoning, environmental restrictions, geological risk, property records, and market transactions for the Brazilian real estate market. The platform is delivered through three modular products — Dataland Urban (terrain viability and construction potential), Dataland GeoImovel (market launch, inventory, and sales velocity intelligence), and Dataland AVM (automated property valuation replacing 7-day physical appraisals with AI-generated digital reports in minutes). Customers are primarily financial institutions, real estate developers, fund managers, and corporate expansion teams operating in Brazil.
Product overview
Dataland operates as a unified real estate data intelligence platform with three integrated modules: Dataland Urban (territory analysis for construction feasibility), Dataland GeoImovel (real estate market intelligence and launches monitoring), and Dataland AVM (automated property valuation). The platform consolidates over 600 data layers covering territory, market behavior, and property values, enabling real estate developers, banks, funds, and corporations to make integrated decisions about where to build, what to develop, and property valuations.
Differentiator
Problem solved
Functional benefit
Products and services
- Dataland Urban
Quantifiable outcome
- Reduces physical property appraisal from 7 days to minutes
- +2 more outcomes
Companies that use Dataland
Customer profileNamed customers6 records
Segments4 records
Ideal customer profiles3 records
Dataland technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
Feature4 records
Dataland partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- OLXcoreJoint venture between Grupo OLX and Dataland focused on analyzing land purchases. Combines OLX's marketplace reach with Dataland's urban data intelligence capabilities.
Scale indicators8 records
Recent moves7 records
Expansion highlights5 records
Dataland competitors and assessment
Company assessmentDirect peers
- QuintoAndar: Brazil's largest digital real estate rental and sales marketplace with proprietary data infrastructure covering pricing, demand, and listings across major Brazilian cities. Operates a similar integrated marketplace-plus-data intelligence model aimed at landlords, buyers, and developers.
- Cherre: US real estate data analytics platform unifying property, financial, and market data for institutional CRE owners. Closely aligned with Dataland's positioning as a unified territory + market + valuation platform serving institutional real estate customers.
- DataZAP: Brazilian real estate market analytics platform (part of Grupo OLX / ZAP+) tracking listings, prices, and sales velocity across major Brazilian cities. Direct competitor to Dataland GeoImovel with overlapping market intelligence functionality, and notable overlap with Dataland's OLX JV partner.
- Reonomy: US commercial real estate data and analytics platform aggregating property records, transactions, and ownership data. Closely aligned to Dataland Urban's use case of consolidating zoning, restrictions, and property data into a single underwriting workflow.
- CompStak: US commercial real estate lease and sale comp data platform serving brokers, appraisers, and lenders. Comparable to Dataland GeoImovel's market intelligence and AVM modules in delivering structured transaction comparables to institutional real estate buyers.
- Loft: Brazilian proptech that built a transaction data engine from buying, renovating, and reselling apartments, then layered analytics and brokerage services on top. Mirrors Dataland's approach of converting proprietary transaction data into market intelligence products for the Brazilian real estate ecosystem.
- HouseCanary: US-based automated valuation model (AVM) platform serving lenders and investors with property valuations and market analytics. Directly comparable to Dataland's AVM and GeoImovel products in terms of AI-driven residential valuation workflow.
Broad incumbents
- CoStar: Dominant US commercial real estate data, analytics, and marketplace platform with multi-decade data depth. Comparable to the long-horizon data aggregation strategy Dataland pursues in Brazil, but operating at vastly broader scale and across global CRE markets.
- Zillow: US real estate data giant operating Zestimate AVM, listing marketplace, and consumer-facing analytics at massive scale. Represents the incumbent template Dataland's integrated valuation/market platform aspires to in Brazil, though Zillow operates at much broader consumer scale.
- CoreLogic: US-based property information and analytics provider serving mortgage, real estate, and insurance with nationwide property records, AVMs, and risk analytics. Closely analogous to Dataland's combined property-records-plus-AVM-plus-market intelligence model, though at established-incumbent scale.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Dataland social profiles
Digital presenceDataland financial estimates
Financial estimateRevenue estimate
Valuation estimate
Dataland leadership team
Management profileNumber of profiles
Profiles1 record
Dataland funding detail
Funding detailFunding overview
Funding rounds2 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Dataland M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Dataland
What does Dataland do?
Dataland operates a unified real estate data intelligence SaaS platform that consolidates more than 600 data layers across urban planning, zoning, environmental restrictions, geological risk, property records, and market transactions for the Brazilian real estate market. The platform is delivered through three modular products — Dataland Urban (terrain viability and construction potential), Dataland GeoImovel (market launch, inventory, and sales velocity intelligence), and Dataland AVM (automated property valuation replacing 7-day physical appraisals with AI-generated digital reports in minutes). Customers are primarily financial institutions, real estate developers, fund managers, and corporate expansion teams operating in Brazil.
Is Dataland a public or private company?
Dataland is a private company. It is classified as venture growth investor backed and is currently operating.
When was Dataland founded?
Dataland was founded in 2021. It employs 1 to 10 people.
Where is Dataland based?
Dataland is headquartered in São Paulo, Brazil, in the Latin America region.
How does Dataland make money?
One revenue line is on record: software Platform Subscription.
Who are Dataland's main competitors?
Direct peers on record are QuintoAndar, Cherre, DataZAP, Reonomy, CompStak, Loft and HouseCanary. Broad incumbents are CoStar, Zillow and CoreLogic.
Does Dataland have an API?
No public API is recorded for Dataland.
What industry is Dataland in?
Dataland's product category is Real Estate Data Intelligence Software. Its primary akta.pro industry code is BPAEAHAC, Data Platforms & Modern Data Stack Services (Lakehouse, DW, MDM), with a secondary code of HDAEABAD, Data Platform (Unified Data & Analytics) Suites. Its NAICS code is 513210 and its SIC code is 7370.