Demandbase One for Sales aggregates, validates, and continuously updates B2B data using a multi-source, AI-driven methodology. Rather than relying on a single provider, Demandbase combines proprietary technology, trusted third-party sources, public records, customer contributions, and machine learning to deliver accurate, current account, contact, technology, and intent data.
This methodology supports four core data sets:
- Firmographic Data
- Technographic Data
- Contact Data
- Intent Data
How Demandbase Collects and Validates Data
Demandbase continuously gathers and validates information from thousands of trusted sources, including:
- Corporate registries and regulatory filings (such as SEC filings)
- Company websites
- News sources
- Social signals
- Publisher and partner data
- User-contributed updates
- Proprietary web crawling
- AI agents and machine learning
Demandbase uses an MTV (Multi-sourcing, Triangulation, Validation) framework to continuously detect changes, verify accuracy, and refresh records.
Firmographic Data
Firmographic data describes companies, their structure, and key business characteristics.
Demandbase continuously monitors and validates company information using AI and multiple authoritative data sources.
Highlights
- Data from 50,000+ sources, including corporate registries, news, and social signals.
- Monitors 31M+ corporate websites.
- Processes 5M+ regulatory filings.
- AI validates 53M+ companies every month.
- Maintains relationships between parent companies, subsidiaries, and divisions.
- Continuously updated database of 113M+ companies.
Available Data
Firmographic data includes information such as:
- Industry and Sub Industry
- Employee count
- Revenue
- Location
- Website
- Social Profiles
- Founding year
- Corporate hierarchy
- Key events and growth indicators
Technographic Data
Technographic data identifies the technologies companies use.
Demandbase combines multiple proprietary detection methods, including website analysis, DNS records, job postings, social profiles, and work history, to determine the technologies currently in use and help predict which technologies a company might purchase next. .
Highlights
- 100% proprietary Demandbase owned data.
- Tracks 49,000 unique technologies, the most of any provider.
- Covers 1,000+ technology categories.
- Monitors 136M company domains for new signals.
- Detects technology installs, removals, and version changes.
Contact Data
Demandbase maintains verified B2B contact information using continuous validation and AI-assisted enrichment.
Highlights
- 200M+ B2B contacts
- Records include:
- Name
- Title
- Job Function (Department)
- Job Level (Seniority)
- Business email
- Mobile phone
- LinkedIn profile
- Buying Group, Persona, and Buying Role
- Work history
- Education
- Real-Time Validation (RTV) automatically revalidates popular, viewed records
Intent Data
Demandbase Intent identifies companies actively researching products and services relevant to your business.
Unlike intent providers that rely primarily on third-party co-ops, Demandbase collects intent signals through its owned bid stream and proprietary identity graph.
Highlights
- Native Demandbase Intent.
- Processes 2.1+ trillion signals per month.
- Identifies buyer intent activity across…
- 3.71 Billion IP addresses.
- 3.1+ Billion cookies & 3rd party durable Ds (e.g. RampID, SharedID, etc.).
- 380+ Million B2B contacts resolved via identity partners.
- Supports 133 languages.
- Maps thousands of B2B keywords to products and buying stages.
- Detects intent surges by comparing recent activity against a 60-day baseline.
Continuous Data Validation
Demandbase continuously refreshes its data using AI, automation, and ongoing monitoring.
Validation includes:
- Monitoring company websites.
- Processing regulatory filings.
- Tracking mergers, acquisitions, and closures.
- Detecting technology changes.
- Revalidating contact records.
- Processing news and social updates.
- Applying AI models to identify structural and business changes.
This continuous validation helps ensure data remains accurate and current as organizations evolve.