AI Tools Blocklist
Home AI Tools Database Taxonomy Pricing
Solutions
Enterprise IT & CISO Education Firewall Admins Shadow AI Prevention REST API Customer Login
Download Free Sample
OEM Domain Feed

The AI Domain Feed Built
for Security Product Vendors

Your customers expect an AI-blocking category inside your product. We deliver 17,410+ classified domains across 18 categories, in six export formats plus a REST API, updated daily and licensed for OEM redistribution.

17,410+AI Domains
18Categories
7Delivery Formats
DailyFeed Updates
JSON · CSV · RPZ · EDL
REST API Delivery
Daily Regeneration
White-Label Option
Unlimited Redistribution
Dedicated Onboarding
Market Demand

Why Security Vendors Need a Dedicated AI Domain Feed

Every DNS filter, SWG, and NGFW ships with content categories — gambling, adult, malware, phishing, social media. AI tools are the first major new category since the smartphone era.

Your Customers Are Already Asking

Enterprise Buyers

Need to block, monitor, or selectively allow AI-tool access across their workforce.

K-12 School Districts

Expect AI blocking as a native category in their existing security stack — no separate point solution.

Healthcare & Government

Require granular control over AI-tool access for compliance and data-protection mandates.

Why Building In-House Is Costly

The AI-tool landscape is not a static list of a few dozen services. It spans tens of thousands of domains across chatbots, code generators, image synthesizers, voice cloners, and more — and new domains appear daily as startups launch, established companies add AI features, and open-source projects deploy hosted instances.

What In-House Classification Requires

  • Continuous scanning of newly registered domains
  • Content-based classification pipelines with ML engineers
  • Verification stages to control false positives
  • A taxonomy distinguishing chatbots from grammar checkers from code assistants
  • Daily operational maintenance — a full data-engineering operation, not a side project

Build vs. Buy

Build In-House

  • Hire ML engineers and stand up infrastructure
  • Source domain registration feeds
  • Commit to daily operational maintenance
  • All for a single content category

Buy from Us

  • Feed arrives in your preferred format
  • Maps to your existing category engine
  • Integration in under two weeks
  • 17,410+ domains across 18 categories and 172 subcategories from day one
Ship it next release. With the feed in place, you can ship an AI-blocking category in an upcoming release cycle. Customers see a new "AI Tools" category in the policy dashboard — complete with granular subcategories.

Build vs. Buy at a Glance

6–12 moBuild in-house timeline
<2 wksOEM feed integration
$500K+Annual in-house cost
102MOur scanning corpus
Format Flexibility

Feed Formats and Delivery Options

Security products vary in how they ingest domain intelligence. We deliver the same classified data as daily exports in six formats plus a REST API — no conversion middleware needed.

FormatUse CaseTarget Product
JSONFull metadata per domainSWGs, endpoint agents, custom apps
CSVSpreadsheet-compatible toolingLegacy proxies, manual import
DNS RPZResponse Policy Zone filesBIND, Knot, PowerDNS Recursor
HostsOS-level blocking agentsEndpoint agents, sysadmin scripts
EDLExternal dynamic list — one domain per lineFirewalls, proxies, NGFWs
PACProxy auto-configuration fileBrowser and OS proxy settings
REST APIProgrammatic access to the same dataAny product with an HTTP client
Consistent everywhere. Each format includes the same underlying data. Domain coverage and categorization are consistent across all outputs.
// JSON format — full metadata per domain
{
  "feed_version": "2.1",
  "generated": "2026-07-09T06:00:00Z",
  "total_domains": 17410,
  "domains": [
    {
      "root_domain": "chatgpt.com",
      "primary_category": "Text & Language",
      "is_active": 1,
      "language": "en",
      "ai_type": "ai_native",
      "categories": "Text & Language > General assistants & chatbots"
    },
    {
      "root_domain": "midjourney.com",
      "primary_category": "Image & Visual",
      "is_active": 1,
      "language": "en",
      "ai_type": "ai_native",
      "categories": "Image & Visual > Illustration & character | Image & Visual > Text-to-image"
    }
  ]
}

RPZ Format for DNS Resolvers

RPZ is the most operationally efficient option for DNS resolver vendors. Load the zone file directly into any RPZ-compatible resolver.

Wildcard Support

RPZ includes wildcards — blocking openai.com automatically covers chat.openai.com, api.openai.com, and any future subdomains.

Zero Application-Layer Changes

The resolver enforces NXDOMAIN or redirect actions natively at query time with no parsing needed.

; RPZ zone file — AI Tools Blocklist
; Generated: 2026-07-09T06:00:00Z
; Domains: 17,410+
; Load this as a response-policy zone in BIND or compatible resolvers

$TTL 300
@  IN  SOA  localhost. root.localhost. (
        2026070901  ; serial (YYYYMMDDNN)
        3600        ; refresh
        600         ; retry
        604800      ; expire
        300 )       ; minimum TTL
   IN  NS   localhost.

; Text & Language — General Assistants & Chatbots
chat.openai.com         CNAME .  ; block (NXDOMAIN)
*.chat.openai.com       CNAME .  ; wildcard subdomains
claude.ai               CNAME .
*.claude.ai             CNAME .
gemini.google.com       CNAME .
bard.google.com         CNAME .

; Image & Visual — Image Generation
midjourney.com          CNAME .
*.midjourney.com        CNAME .
leonardo.ai             CNAME .
*.leonardo.ai           CNAME .
API Access

REST API and Authentication

The feed is delivered through a REST API at https://www.aitoolsblocklist.com/api/database/, secured with API-key authentication over HTTPS. Every OEM partner receives a dedicated API key scoped to their license tier.

Four API Actions

1

database_info

JSON metadata — last update time (including a Unix timestamp) and file size, so you can detect changes before downloading.

2

download_database

Streams your subscribed database as CSV with columns domain,category,subcategory — initial ingestion and every refresh.

3

download_categories

Streams the category taxonomy as CSV (category,subcategory,domain_count) for mapping to your internal categories.

4

status

JSON status of your API key, plan, and subscribed database — useful for monitoring and health checks.

CSV over the wire, everything else on demand. The API serves the database as CSV. Other export formats — JSON, EDL, PAC, hosts, and DNS RPZ — are generated daily and available from your account downloads page.

Authentication

API Key Header

Include your API key in the X-API-Key header (recommended), or pass it as an api_key query parameter. Keys are long-lived with no forced rotation schedule.

Key Regeneration

Regenerate keys at any time from the partner dashboard.

HTTPS Only

The API accepts GET requests over HTTPS only, so keys and data are always encrypted in transit.

# Database metadata — last update time and file size
curl -s -H "X-API-Key: YOUR_OEM_API_KEY" \
  "https://www.aitoolsblocklist.com/api/database/?action=database_info"

# Full feed download — CSV: domain,category,subcategory
curl -s -H "X-API-Key: YOUR_OEM_API_KEY" \
  "https://www.aitoolsblocklist.com/api/database/?action=download_database" \
  -o ai_tools.csv

# Filter to a single category client-side after download
awk -F',' '$2 == "Text & Language"' ai_tools.csv

# Category taxonomy — CSV: category,subcategory,domain_count
curl -s -H "X-API-Key: YOUR_OEM_API_KEY" \
  "https://www.aitoolsblocklist.com/api/database/?action=download_categories" \
  -o ai_tools_categories.csv

# API key and subscription status
curl -s -H "X-API-Key: YOUR_OEM_API_KEY" \
  "https://www.aitoolsblocklist.com/api/database/?action=status"

Usage Patterns

The API is designed for OEM workloads, not retail API consumers. Each action fits a different stage of your sync architecture.

Local Lookups

Load the downloaded CSV into an in-memory set or hash table — local membership checks are faster than any per-domain network call.

Full Feed

download_database — the complete dataset in a single CSV download. Use for initial ingestion and every refresh.

Change Detection

database_info — compare last_updated_unix to your stored checkpoint. The backbone of daily sync operations.

Incremental Sync

Change Detection, Local Deltas, and Sync Architecture

The database_info action is the operational backbone of OEM integration. Poll it, compare last_updated_unix with your stored checkpoint, and re-download the CSV only when the database has actually changed.

Computing Your Own Delta

Every download is a complete snapshot. Keep your previous CSV and diff the two files locally — the result is three change sets that map cleanly to database operations:

Added

Domains present in the new snapshot but not in your previous copy. Maps to INSERT.

Modified

Domains whose category or subcategory column changed between snapshots. Maps to UPDATE.

Removed

Domains present in your previous copy but absent from the new snapshot. Maps to DELETE.

Polling for Updates

The database refreshes daily, so a scheduled database_info check is all the orchestration you need.

Lightweight Check

database_info returns a small JSON document — polling it costs almost nothing compared to a full download.

Machine-Comparable Timestamp

The response includes last_updated_unix — a single integer comparison against your stored checkpoint decides whether to download.

Daily Cadence

Scheduling the check once or twice a day after our daily refresh keeps your product current without wasted bandwidth.

Consistency & Versioning

Idempotent Operations

Every download is a full snapshot, so a failed sync can simply be retried — re-downloading always yields the current complete dataset.

Snapshot Tracking

database_info reports last_updated and last_updated_unix, so you always know exactly which snapshot you ingested.

Best practice: keep the previous snapshot. Retain your last CSV alongside the new download. Diffing the two gives you the add/modify/remove sets for incremental database updates, and the old file doubles as an instant rollback if an ingest fails midway. Because each download is the full dataset, drift from missed syncs corrects itself on the next successful run.
#!/bin/bash
# OEM sync script — runs daily via cron at 06:30 UTC
# Re-downloads the CSV when the database changed, diffs against the previous copy

set -euo pipefail

API_KEY="YOUR_OEM_API_KEY"
API_BASE="https://www.aitoolsblocklist.com/api/database/"
STATE_DIR="/var/lib/your-product/ai-feed"
LAST_SYNC=$(cat "$STATE_DIR/last-sync.txt" 2>/dev/null || echo 0)

# Check whether the database changed since the last sync
UPDATED=$(curl -sf -H "X-API-Key: $API_KEY" \
  "${API_BASE}?action=database_info" | jq -r '.last_updated_unix')

if [ "$UPDATED" -le "$LAST_SYNC" ]; then
  echo "AI feed unchanged — nothing to do"
  exit 0
fi

# Download the current full snapshot (CSV: domain,category,subcategory)
curl -sf -H "X-API-Key: $API_KEY" \
  "${API_BASE}?action=download_database" \
  -o "$STATE_DIR/feed-new.csv"

# Diff domain columns against the previous snapshot
touch "$STATE_DIR/feed.csv"  # first run: empty previous snapshot
tail -n +2 "$STATE_DIR/feed.csv"     | cut -d, -f1 | sort > "$STATE_DIR/old.txt"
tail -n +2 "$STATE_DIR/feed-new.csv" | cut -d, -f1 | sort > "$STATE_DIR/new.txt"
comm -13 "$STATE_DIR/old.txt" "$STATE_DIR/new.txt" > "$STATE_DIR/added.txt"
comm -23 "$STATE_DIR/old.txt" "$STATE_DIR/new.txt" > "$STATE_DIR/removed.txt"

# Upsert the full snapshot, then drop domains that disappeared
category-db-import --category=ai-tools --upsert < "$STATE_DIR/feed-new.csv"
category-db-remove --category=ai-tools < "$STATE_DIR/removed.txt"

# Promote the snapshot and update the checkpoint
mv "$STATE_DIR/feed-new.csv" "$STATE_DIR/feed.csv"
echo "$UPDATED" > "$STATE_DIR/last-sync.txt"

echo "AI feed sync complete: +$(wc -l < "$STATE_DIR/added.txt") -$(wc -l < "$STATE_DIR/removed.txt") domains"

# No separate reconciliation pass needed — every download is a full snapshot,
# so any drift corrects itself on the next successful sync

API Version Stability

Small, Stable Surface

One endpoint, four actions, one CSV schema (domain,category,subcategory). There is very little to break, and existing actions and columns keep their meaning.

Non-Breaking Additions

New actions, response fields, and expanded categories are added alongside the existing ones. Your parsing logic won't break.

Data Quality

Built on an Internet-Scale Corpus

OEM partners embed our feed into products serving thousands of end customers, so it matters where the data comes from.

102MPre-categorized domain corpus
300KDomains scanned daily
18Categories
172Subcategories
JSON CSV DNS RPZ Hosts EDL PAC REST API
The Pipeline

How the Feed Is Built and Kept Current

Two discovery pipelines feed the same daily classification cycle.

1

New-Domain Classification

Around 300,000 newly registered domains from zone files, CT logs, and registration feeds are checked and classified every day (many turn out to be empty or parked). The pipeline builds on the same 102-million-domain pre-categorized corpus that powers websitecategorizationapi.com. Any domain classified as an AI tool automatically enters the feed.

2

Dedicated AI Discovery

A dedicated discovery pipeline monitors app directories, product-launch platforms, developer communities, academic repositories, and the open web daily. Candidates are classified into 18 categories with tool name and subcategory.

3

Daily Maintenance

Dead domains are pruned, aliases and subdomains are resolved, and both pipelines are merged into the same daily export cycle.

Per-Domain Data Fields

FieldDescription
root_domainThe registrable domain of the AI tool
primary_categoryThe tool's main category from the 18-category taxonomy
is_activeWhether the domain is currently live — dead domains are pruned daily
languageThe primary language of the site
ai_typeWhether the tool is AI-native or an existing product with added AI features
categoriesMulti-label assignments in Category > Subcategory | ... format across 18 categories and 172 subcategories
What integrators build on these fields. Category-level policy controls (block chatbots, allow grammar tools), active-status filtering to keep block rules current, and language-based filtering for regional deployments. Multi-label categories let a single domain surface under every category it belongs to — a distinction flat blocklists cannot offer.

Update Frequency

Daily Updates

All export formats and the API are regenerated in a single daily cycle — new discoveries, pruned dead domains, and reclassifications land in the next daily export.

Correction Handling

Report a misclassification to [email protected] and it is corrected in a subsequent daily export.

Licensing

OEM Licensing and White-Label Delivery

This is not a retail API subscription — it is a data-licensing agreement for vendors who embed the feed into commercial products.

What the OEM License Covers

  • Unlimited redistribution to your end customers — no per-seat or per-device fees
  • Customers see "AI Tools" as a native feature — they never interact with our API directly
  • No upstream provider visibility unless you choose to disclose it

White-Label Option

For partners who require complete brand separation:

Custom Feed Domain

Served from your domain (e.g., feeds.yourproduct.com) with your TLS certificate.

Zero Upstream Branding

No references to our brand in API responses, documentation, or metadata.

Identical Content

Same domains, classifications, and update schedule — only delivery branding differs.

Pricing Model

Volume pricing is based on formats and update frequency — not your customer count. Growth is never penalized.

Fixed and predictable. A partner needing JSON and RPZ with daily updates pays a fixed annual fee whether they serve 100 or 100,000 downstream customers.

Standard OEM License

  • Unlimited redistribution, all formats
  • Daily updates via exports and REST API
  • No per-seat downstream fees
  • 12-month term, dedicated onboarding

White-Label License

  • Everything in Standard
  • Custom domain + your TLS cert
  • No upstream branding anywhere
  • Dedicated isolated infrastructure
Integration Patterns

Integration Patterns by Security Product Type

Integration differs by product architecture. These patterns show how the feed maps onto the most common security product types.

DNS Filtering Platforms

Consume the RPZ format. Load directly into BIND, Unbound, Knot, or proprietary resolvers. Map our 18 categories to your internal IDs, and expose subcategories in dashboards for shadow-AI analytics.

Secure Web Gateways

Consume the JSON feed. Load into your URL classification DB alongside existing categories, and leverage primary category, multi-label categories, and active-status flags for granular policy rules.

Next-Generation Firewalls

Consume plaintext or EDL-formatted feeds. Leading NGFW platforms natively support external domain lists, and category-specific feed URLs enable per-category security rules.

Endpoint Protection Agents

Distribute via your existing content-update channel. Enforce at the local DNS resolver, hosts-file, or browser-extension level — JSON provides full metadata for local policy evaluation without network dependency.

Data Enrichment

Enrichment Fields That Power Granular Policies

A flat domain list tells your product whether a domain is an AI tool. Our enriched feed tells it what kind, whether it is still active, and what language it serves.

Why Enrichment Matters

Category + Subcategory

A school district can block AI chatbots while allowing AI-powered educational tutoring tools. Flat lists can't make this distinction.

Active-Status Flag

The is_active field marks whether a domain is still live — dead domains are pruned daily, so block rules never bloat with defunct entries.

Language Field

Filter or report on AI tools by the primary language of the site — useful for regional deployments and localized policy sets.

Multi-Label Categories

Many AI tools do more than one thing. The categories field carries every category a domain belongs to, in Category > Subcategory | Category > Subcategory format, across 18 categories and 172 subcategories.

Every label counts. A single domain like an image platform with a built-in chatbot surfaces under each applicable category, so a policy targeting either category catches it. The primary_category field still gives you one unambiguous label when your category engine expects exactly one.

AI-Native vs. AI-Enabled

The ai_type field distinguishes tools built around AI from established products that added AI features — so administrators can block one without blocking the other.

Category Analytics

Roll up blocked queries by category and subcategory to show customers which kinds of AI tools their workforce is reaching for.

Ready to Add AI-Tool Intelligence to Your Product?

We provide a 30-day technical evaluation with full API access, all output formats, and a dedicated integration engineer. Most partners ship the AI-tools category within one release cycle.

Request OEM Feed Access

Tell us about your security product and integration requirements. We will provide API credentials and a 30-day technical evaluation within 24 hours.

Related Resources

Further Reading for Feed Integrators