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

Alcohol & Tobacco Filtering

Block domains selling or promoting alcohol, tobacco, and vaping products. Classified with multi-signal detection for age-restricted policy in schools, workplaces, and family environments.

How Alcohol & Tobacco Domains Are Detected

This category covers online retailers, brand and marketing sites, and promotional content for alcohol, tobacco, cigars, and vaping products. Because these are legal but age-restricted goods, the goal is accurate classification for policy enforcement rather than prohibition — the same category that a K-12 network blocks entirely may be left open on a corporate guest network.

Commerce detection identifies age-gated retail: age-verification prompts, cart flows for age-restricted goods, product schemas for spirits, beer, wine, cigarettes, cigars, and vape hardware, and the shipping-restriction language specific to the trade. Brand and marketing sites are recognized from their promotional structure even when they do not sell directly.

Reputation and infrastructure layers add context: alcohol and vape retailers cluster on specialized payment and compliance providers, and continuous re-scanning keeps pace with the fast-moving vaping market, where brands and storefronts appear and disappear quickly. Legitimate discussion — news, health education, addiction resources — is scored separately from commerce and promotion.

Detection Methodology

Signals separate age-restricted commerce and promotion from news and health content

URL & Domain Analysis

Lexical models trained on millions of URLs identify keywords, path structures, and naming conventions associated with alcohol, tobacco, and vaping content. Contextual analysis goes beyond keyword matching so that news, medical, educational, and reference domains that merely mention alcohol, tobacco, and vaping 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 alcohol, tobacco, and vaping 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 alcohol, tobacco, and vaping content sites receive elevated classification scores, and bulk-registration patterns typical of these networks are detected automatically before the sites gain traffic.

Infrastructure Mapping

Alcohol and vaping retailers cluster on specialized age-verification and compliance providers. We map the surrounding hosting ecosystem, CDNs, and IP ranges to flag domains served from environments predominantly associated with alcohol, tobacco, and vaping 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 alcohol, tobacco, and vaping 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 alcohol, tobacco, and vaping 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

Alcohol and tobacco filtering supports age-restricted policy across education, workplace, and family settings

Education Policy

Schools block alcohol, tobacco, and vaping commerce and promotion as part of student-health and safeguarding policy, with particular attention to youth-targeted vape marketing. Classification integrates with K-12 web filtering across all devices.

  • Supports student-health and safeguarding policy
  • Blocks youth-targeted vape and tobacco marketing
  • Keeps health-education resources reachable
  • Uniform enforcement on managed and take-home devices
  • Audit logging for policy documentation

Workplace Compliance

Employers filter alcohol and tobacco commerce to enforce acceptable-use policy and support workplace-wellness programs. Policy can be tuned by environment — stricter on production networks, lighter on guest WiFi.

  • Enforces acceptable-use and wellness policy
  • Configurable strictness by network segment
  • Blocks retail and promotional domains
  • Comprehensive logging for review
  • Deploys via DNS or proxy with no client software

Healthcare & Treatment

Treatment centers and healthcare facilities block alcohol and tobacco promotion on patient and shared networks while keeping cessation, recovery, and health-education resources fully accessible. Precise classification keeps triggers out without blocking help.

  • Blocks retail and promotional domains
  • Allowlists cessation and recovery resources
  • Reduces trigger exposure on shared networks
  • Configurable per-facility policy
  • Transparent operation across patient devices

Family & Parental Controls

Parents block alcohol, tobacco, and vaping commerce and marketing to protect minors, relying on classification that keeps age-appropriate health and news content reachable. DNS deployment covers the whole household.

  • DNS-level blocking with no client software
  • Age-tiered classification by maturity
  • Blocks retail and youth-targeted marketing
  • Keeps health-education content reachable
  • Minimal false positives on news and reference

Alcohol & Tobacco Filtering Statistics

Coverage and accuracy metrics for the alcohol and tobacco category

1.9M+
Alcohol/Tobacco Domains
99.2%
Classification Accuracy
<0.2%
False Positive Rate
Hourly
Classification Updates

Separating Age-Restricted Commerce from Health Content

Accurate alcohol and tobacco filtering blocks age-restricted commerce and promotion without cutting off health education, cessation resources, addiction support, and news. These share vocabulary with retail and marketing but serve the opposite purpose.

Our engine weighs commerce signals, promotional intent, and domain reputation together, so that a public-health page on smoking cessation or a news report on alcohol policy is scored on different criteria than a liquor store or a vape brand.

Sensitivity is configurable: K-12 networks block commerce and promotion outright, workplaces may block only active retail, and healthcare deployments can hold cessation and recovery resources on a strict allowlist.

Integration Guide for Alcohol & Tobacco Filtering

Deploy alcohol and tobacco blocking across DNS, web proxy, and application layers

Deployment Options

DNS-based filtering offers the broadest coverage with minimal setup: point resolvers at the API or load the RPZ feed to protect every device, capturing requests from all applications rather than browsers alone.

Web-proxy integration through ICAP or ECAP adds inline inspection for HTTPS traffic under SSL inspection, catching age-restricted commerce on shared platforms whose parent domain is not itself classified.

Developers building parental controls, campus filtering, or wellness tools can use the real-time API for sub-10ms lookups, with batch endpoints for pre-loading classification data.

  • 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 alcohol, tobacco, and vaping 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": ["alcohol_tobacco"],
  "subcategory": "age_restricted_sales",
  "confidence": 0.98,
  "action": "block"
}

DNS RPZ Configuration

# BIND RPZ configuration for alcohol, tobacco, and vaping content blocking
zone "rpz.webfilteringdb.com" {
    type slave;
    masters { 198.51.100.1; };
    file "rpz-alcohol_tobacco.db";
};

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

Related Categories

Combine alcohol, tobacco, and vaping content filtering with other categories for comprehensive protection

Deploy Alcohol & Tobacco Filtering

Enforce age-restricted policy in schools, workplaces, and homes with classification that blocks commerce and promotion while keeping health resources reachable.