The Platform Behind the Intelligence
DigitalStakeout classifies threats across 16 risk domains with 249+ AI classifiers — from bomb threats to brand crises to credential breaches. First-party collection. Full taxonomy transparency. One platform your team actually controls.
Live Classification Example
“The CEO’s home address is public record. Someone with real courage could end this. Just saying.”
Sample classification — not live data
What DigitalStakeout Detects
16 risk domains. 249+ specific scenarios. Automatically classified in real time across 40+ languages.
Physical Security
Bomb threats, active shooters, workplace violence, protest activity
Cyber Risk
Phishing, data leaks, exploit chatter, credential exposure
Environmental
Severe weather, wildfires, earthquakes, hazmat incidents
Public Health
Outbreaks, contamination, and pandemic indicators
Societal
Ideological trends, activist movements, and civil unrest
Military
Conflict escalation, deployments, and weapons activity
Economic
Market disruption, supply chain stress, and sanctions
Legal
Regulatory changes, enforcement actions, and lawsuits
Reputation
Brand attacks, negative sentiment, and misinformation
Public Safety
Emergency incidents and infrastructure failure events
Geopolitical
Political instability, trade policy, and diplomatic shifts
Crime
Organized crime, fraud, trafficking, and theft signals
Every domain, every scenario, every classifier — published and documented.
Browse all 16 risk domains →How the AI Processes Intelligence
Custom-trained NLP that transforms messy, multilingual data into structured, actionable intelligence. Not keyword matching — contextual classification.
“Someone just called in a threat at the Midtown shopping center. Police clearing the building. Avoid the area.”
Autonomous Classification
Assigns risk domain, intent, topic, and category automatically
Deep Sentiment Analysis
Detects hostility, anger, and emotional escalation in content
Entity Extraction
Identifies names, locations, and organizations for correlation
Topic & Theme Classification
Uncovers coordinated narratives, disinformation, and patterns
Multi-Language NLP
Normalizes and classifies content across 40+ languages at once
Context Classifiers
Spots hate speech, offensive language, and reputational threats
“DigitalStakeout has an extremely flexible data model capable of aggregating information from a broad set of digital channels — including several dark web sources — and automatically applying a nearly limitless set of metadata and classifiers.”
— Forrester Research
First-Party Data Collection
Proprietary web crawling infrastructure — no third-party API dependencies. 20+ modular collection types across surface web, social media, dark web, forums, blogs, search engines, and DNS. See documentation for the complete module catalog.
Entity & Identity Monitoring
Entity Intelligence
Full-scope monitoring using unique entity PII identifiers across all source categories
Presence Detection
Monitor for new online profiles by brand, name, or screen name across 750+ platforms
PII Exposure Monitoring
Track personal information exposed across data brokers, breach dumps, and the dark web
Web & Social Monitoring
Keyword Monitoring
Monitor surface web, news, social media, and dark web by keyword or phrase
Geo-Targeted Collection
Geo-tagged and geo-inferred social media monitoring via configurable geo-fence
Domain & Infrastructure Monitoring
Domain Intelligence
Monitor for new domains, hostnames, DNS changes, and typosquat registrations
Website Monitoring
Track sites matching a keyword or phrase across indexed web properties
IoT & Service Exposure
Monitor direct IP-exposed services and open ports across your infrastructure
Exposure & Breach Monitoring
Credential Breach Detection
Real-time alerts on new data breach discoveries and exposed credentials
Vulnerability Intelligence
Track actively exploited CVEs and threat actor chatter about your technology stack
Search Engine & Ad Monitoring
Search Result Monitoring
Track search engine signals for brand abuse, misrepresentation, and SEO manipulation
Ad Fraud Detection
Detect brand impersonation and scam campaigns in search-based advertising
Risk Intelligence
Global Risk Events
Curated risk intelligence across 16 domains — 10K+ daily items from verified sources
Data Collectors
RSS/Atom Collector
Subscribe to any RSS or Atom source, polled hourly
Page Collector
Monitor URLs for content changes, polled hourly
Email Collector
Virtual email address that ingests content into the platform
Webhook Collector
Push content from outside sources via webhook endpoint
Syslog Collector
Push syslogs from applications or network devices
Tracking Pixel
Embedded pixel for passive threat data collection
Geo-Intelligence
DigitalStakeout detects and classifies threats by geography — even when content isn't geo-tagged.
Proprietary Geo-Inferred Data
Detect location from place names, language cues, and content
Geo-Targeted Alerts
Location-based alerting for cities, regions, or GPS zones
Geo-Enhanced Filtering
Drill into threats by geography across all collected content
Geo-Fenced Collection
Track posts from specific regions using geolocation filters
Search, Analysis & Investigation
Dedicated OSINT search engines, real-time console, boolean pivot search, saved views, and historical archives.
OSINT Investigation Tools
Data Breach Search
Leaked passwords, emails, personal data
Domain Search
DNS records, IP addresses, domain intel
300M+ domainsLocation-Based Search
Geo-tagged posts and location activity
People Search
Identity research across public records
Social Profile Search
Accounts, usernames, profile discovery
750+ platformsWeb Chatter Search
Social, blogs, alt-tech, dark web talk
75M+ sourcesWebsite Search
Website research, analysis, monitoring
Analysis Capabilities
Real-Time Console
Monitor and triage emerging threats live
Boolean & Pivot Search
Advanced keyword, filter, entity pivots
Saved Views & Queries
Bookmark and reuse investigation views
On-Demand Indexing
Focused indexes for topics or incidents
Historical Archives
Time-stamped content for deep analysis
50+ Visualizations
Rich visual analytics for threat maps
Workflow & Alerting
Configurable alerting with anti-fatigue controls, custom templates, and compartmented dashboards.
Customizable Dashboards
Views by role, use case, or priority
Folder Compartments
Secure compartments for teams or ops
Configurable Alerting
Full control over alert trigger rules
Custom Email Templates
Pre-defined tokens for alert routing
Anti-Fatigue Controls
Notification windows to reduce noise
Custom Tags & Automation
Automated data tagging for workflow
API & Integrations
Connect DigitalStakeout to your security stack. REST API, webhooks, email, and browser extensions.
REST API Access
Data, alerts, and analytics for SIEM/SOAR
Real-Time Webhooks
Push external content for fast processing
Virtual Inbox
Collect threat reports via email ingestion
Data Container
Webhook capture from Zapier or Make apps
Browser Extension
Capture and tag content from any browser
All of This. Entity-Based Pricing. No Surprises.
Every plan includes AI classification across all 16 risk domains, dark web monitoring, investigation tools, and API access.
Start where you need to. Scale when you're ready.
Platform Questions
Ready to See the Platform?
30-minute walkthrough with your actual entities. No slideware. No sandbox.