webfilteringdatabase.com
Home Find Your Solution
Features
Domain Categorization API Real-Time Classification 59 Filtering Categories Offline Database (100M) ML Classification Content Classification
Industries
K-12 Schools Corporate Healthcare Government ISPs
Tools
Domain Lookup Bulk Categorization Category Explorer
Resources
Pricing API Documentation Login / Sign Up
Content Category

Restricted Content Filtering

A configurable category for age-gated and policy-restricted content that organizations choose to control. Classified with multi-signal detection for CIPA, workplace, and family policy building.

How Restricted Content Is Classified

Restricted content is a configurable policy bucket for material that is legal but commonly age-gated or governed by acceptable-use rules — mature themes, sensitive subject matter, and content that individual organizations choose to control based on their environment. Rather than a single fixed definition, it functions as a flexible layer administrators tune to their own internet-safety policy.

The engine classifies candidate domains using the same multi-signal methodology as the rest of the taxonomy — content analysis, commerce and intent detection, reputation, and metadata — and exposes the result as a distinct category so it can be enforced, relaxed, or combined with others without disturbing more sharply defined categories such as adult content or violence.

Because restricted content spans a range of sensitivity, configurability is the point. A K-12 network enforces it strictly; a higher-education or corporate network may relax it. Continuous re-scanning keeps the category current, and every classification carries a confidence score so policy engines can set their own thresholds.

Detection Methodology

A configurable classification layer administrators tune to their own internet-safety policy

URL & Domain Analysis

Lexical models trained on millions of URLs identify keywords, path structures, and naming conventions associated with restricted content. Contextual analysis goes beyond keyword matching so that news, medical, educational, and reference domains that merely mention restricted content in an editorial context are not misclassified, keeping the false-positive rate low across the 90 million domains in the database.

Content Analysis

Pages are rendered in sandboxed headless browsers where computer-vision and text-classification models evaluate imagery, layout, product listings, and copy. This lets the engine distinguish sites that actively sell or promote restricted content from those that discuss it in a journalistic, clinical, harm-reduction, or academic frame, which is essential for defensible filtering decisions.

Domain Reputation

Our reputation system weighs domain history, hosting environment, advertising networks, and link-graph relationships. Domains sharing hosting clusters, name servers, or ad networks with confirmed restricted content sites receive elevated classification scores, and bulk-registration patterns typical of these networks are detected automatically before the sites gain traffic.

Infrastructure Mapping

Restricted-content sites span many hosting profiles, so reputation and link-graph context are especially important. We map the surrounding hosting ecosystem, CDNs, and IP ranges to flag domains served from environments predominantly associated with restricted content, enabling preemptive classification of newly deployed sites before full content analysis completes.

Metadata Extraction

HTML metadata, Open Graph tags, structured-data markup, and advertising identifiers reveal content intent. Sites dealing in restricted content frequently rely on specific ad networks, category tags, and schema markup that distinguish them from mainstream content, and our parser extracts these signals as part of the classification pipeline.

Continuous Re-classification

Domains are periodically re-scanned to catch content changes. A domain previously hosting benign content may pivot to restricted content, or an expired domain may be re-registered for it. Continuous monitoring keeps classifications accurate as the web changes, with updates propagating to the API and downloadable feeds within minutes.

Compliance & Use Cases

Restricted content is a flexible layer for building environment-specific policy

CIPA Policy Building

Schools use restricted content as a configurable layer on top of the mandated categories, tailoring their internet-safety policy to community standards. It integrates with CIPA web filtering and applies across all student devices.

  • Configurable layer atop mandated categories
  • Tailors policy to community standards
  • Uniform enforcement on managed and take-home devices
  • Confidence scores for threshold setting
  • Audit logging for compliance documentation

Workplace Acceptable-Use

Employers enforce restricted-content policy to match their culture and obligations, relaxing or tightening the layer by network segment. The category gives HR and IT a single lever for policy-governed material.

  • Single lever for policy-governed content
  • Configurable strictness by segment
  • Combines cleanly with other categories
  • Comprehensive logging for review
  • Deploys via DNS or proxy without client software

Managed Service Providers

MSPs delivering filtering to many clients use restricted content as a tunable tier they can set per customer, giving each organization a policy that fits without maintaining bespoke category logic.

  • Per-customer tunable policy tier
  • Consistent classification across clients
  • Reduces bespoke policy maintenance
  • Structured API responses for automation
  • Scales to large multi-tenant deployments

Family & Parental Controls

Parents use restricted content as an adjustable layer for mature or sensitive material beyond the hard categories, with age-tiered classification that adapts as children grow. DNS deployment covers the household.

  • DNS-level blocking with no client software
  • Age-tiered classification by maturity
  • Adjustable layer beyond hard categories
  • Combines with adult, violence, and other rules
  • Minimal false positives on general content

Restricted Content Filtering Statistics

Coverage and accuracy metrics for the restricted-content category

4.5M+
Restricted Domains Classified
98.9%
Classification Accuracy
<0.3%
False Positive Rate
Hourly
Classification Updates

Configurability Without Over-Blocking

A configurable category is only useful if it is precise. Restricted content must capture genuinely policy-governed material without sweeping in general-interest content, so that relaxing or tightening the layer produces predictable results rather than surprises.

Our engine scores each domain with the same multi-signal methodology used across the taxonomy and attaches a confidence value, so policy engines can set thresholds that match their tolerance for over- and under-blocking.

Because restricted content is independent of the hard categories, administrators can combine it freely — strict in K-12, relaxed in higher education or on corporate guest networks — without affecting how adult, violence, or other categories are enforced.

Integration Guide for Restricted Content Filtering

Deploy configurable restricted-content policy across DNS, web proxy, and application layers

Deployment Options

DNS-based filtering applies the restricted-content layer network-wide with minimal setup: point resolvers at the API or load the RPZ feed to protect every device, capturing requests from all applications.

Web-proxy integration through ICAP or ECAP adds inline inspection for HTTPS traffic under SSL inspection, useful where restricted material appears on shared platforms whose parent domain is not classified.

Developers and MSPs can call the real-time API for sub-10ms lookups with confidence scores, setting per-customer thresholds and combining restricted content with other categories in their policy engine.

  • DNS RPZ feeds updated every 15 minutes
  • ICAP/ECAP support for web proxy integration
  • REST API with sub-10ms response times
  • SDKs for Python, Node.js, Go, Java, and C#

Domain Classification API

// Check restricted content classification
curl -X GET "https://api.webfilteringdb.com/v1/lookup" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{"domain": "example-domain.com"}'

// Response
{
  "domain": "example-domain.com",
  "categories": ["restricted_content"],
  "subcategory": "age_gated",
  "confidence": 0.98,
  "action": "block"
}

DNS RPZ Configuration

# BIND RPZ configuration for restricted content blocking
zone "rpz.webfilteringdb.com" {
    type slave;
    masters { 198.51.100.1; };
    file "rpz-restricted_content.db";
};

# Response policy zone applied to all queries
options {
    response-policy {
        zone "rpz.webfilteringdb.com"
            policy nxdomain;
    };
};

Related Categories

Combine restricted content filtering with other categories for comprehensive protection

Deploy Configurable Restricted-Content Filtering

Give every environment a policy that fits with a tunable restricted-content layer, backed by confidence-scored classification across 90 million domains.