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Full Taxonomy Reference

18 Categories. 165+ Subcategories.
Every AI Tool Classified.

Every domain in our database is classified into one of 18 functional categories and a specific subcategory — built for firewalls, DNS resolvers, and security teams. The taxonomy updates continuously as new AI tool types emerge.

17,410+AI Tools Classified
18Functional Categories
165+Subcategories
DailyUpdate Cadence
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How to Read the Taxonomy

A Functional Classification Built for Blocking, Not Browsing

Most AI directories organize by popularity or pricing — useless for security teams deciding what to block. CISOs need functional groupings that map to risk profiles and policy, not marketing copy.

Our taxonomy classifies every domain by what it does, not what it claims to be. Block Code & Development and you block every AI code generator — from well-known services to single-developer side projects that launched yesterday.

Each of the 18 top-level categories represents a distinct functional domain, with subcategories for selective enforcement. Block all of Text & Language while allowing Translation & localization, or block Code & Development except for approved Code review tools.

Two-Level Hierarchy

Every domain gets one of 18 categories and one subcategory. This maps directly onto firewall URL-category rules and DNS policy groups — no transformation needed.

Function-First Assignment

Domains are classified by what the AI feature does, not by the company behind it. A productivity suite's AI writing assistant goes under Text & Language — tools cannot hide behind a benign parent category.

Living, Not Frozen

The taxonomy evolves as the AI landscape changes — we added Agents & Automation when autonomous agents emerged as a distinct class. Subcategories are added, merged, or split as tool populations shift.

All Categories

Explore the Full Taxonomy

Click any category to expand its subcategories. Counts reflect the current number of classified AI-tool domains in each bucket.

Text & Language
5,395 tools 12 subcategories
  • General assistants & chatbots 2,956
  • Writing & long-form 1,584
  • Copywriting & marketing copy 1,318
  • Grammar, style & proofreading 692
  • Paraphrasing 281
  • Summarization 908
  • Translation & localization 855
  • Storytelling & fiction 567
  • Email writing 599
  • Resume & bio writers 227
  • Prompt engineering & marketplaces 521
  • AI-text detection & humanizers 186
Image & Visual
2,627 tools 13 subcategories
  • Text-to-image 1,395
  • Image editing & inpainting 768
  • Upscaling & restoration 203
  • Background removal 266
  • Avatars & headshots 461
  • Logo & brand assets 78
  • Graphic design & layout 927
  • Product photography & mockups 236
  • Interior & architecture viz 109
  • Face swap & effects 226
  • Illustration & character 574
  • Pattern & texture 23
  • OCR & image-to-text 69
Video
1,619 tools 10 subcategories
  • Text-to-video 1,004
  • AI video editing 751
  • Talking avatars & presenters 256
  • Dubbing, lip-sync & translation 403
  • Subtitles & captions 247
  • Short-form clip repurposing 373
  • Upscaling & restoration 64
  • Animation & motion graphics 468
  • Screen recording 79
  • Video summarization & search 130
Audio, Voice & Music
1,534 tools 10 subcategories
  • Text-to-speech 644
  • Speech-to-text & transcription 442
  • Voice cloning 267
  • Voice changers & real-time conversion 51
  • Music generation 306
  • Audio enhancement & mastering 145
  • Podcast tools 297
  • Stem separation & remixing 60
  • Sound-effects generation 58
  • Real-time voice agents & phone AI 312
Code & Development
2,041 tools 12 subcategories
  • Code assistants & autocomplete 880
  • Autonomous coding agents 679
  • App builders & vibe coding 379
  • Code review 215
  • Testing & QA 380
  • Debugging & error monitoring 376
  • Documentation 846
  • SQL & database queries 101
  • API dev assistants 526
  • DevOps, IaC & SRE 362
  • Migration & refactoring 131
  • UI generation & design-to-code 221
Agents & Automation
6,241 tools 8 subcategories
  • General autonomous agents 3,437
  • Agent-building frameworks 1,191
  • AI workflow automation 4,942
  • Browser agents & web automation 510
  • RPA with AI 1,745
  • MCP servers & integrations 907
  • Multi-agent orchestration 473
  • Personal AI assistants 2,735
Data, Analytics & Research
4,000 tools 10 subcategories
  • BI & natural-language analytics 1,155
  • Data cleaning & prep 768
  • Predictive analytics & forecasting 1,599
  • Data-viz generation 347
  • AI web scraping 387
  • Document data extraction 1,009
  • Market & competitive intelligence 2,098
  • Survey & feedback analysis 687
  • Academic research assistants 657
  • Deep-research agents 430
Search, Knowledge & Docs
355 tools 6 subcategories
  • AI search & answer engines 333
  • Enterprise search & KM 160
  • Chat-with-documents & PDF 77
  • Note-taking & second brain 24
  • RAG platforms & retrieval infra 133
  • Browser copilots & reading assistants 40
Productivity & Collab
5,118 tools 8 subcategories
  • Meeting assistants 2,590
  • Email management & triage 501
  • Calendar & scheduling 246
  • Task & project management AI 1,815
  • Presentation & slide generation 250
  • Spreadsheet AI 157
  • Document drafting & office copilots 1,943
  • Mind-mapping & diagramming 184
Marketing, Sales & SEO
3,546 tools 10 subcategories
  • SEO & GEO optimization 1,092
  • Social media management 919
  • Ad creative & optimization 884
  • Email marketing & personalization 888
  • Sales prospecting & SDR agents 882
  • CRM intelligence & lead scoring 579
  • CRO & A/B testing 314
  • Influencer & UGC 306
  • Brand monitoring & sentiment 539
  • Product marketing 1,653
Customer Support
1,253 tools 5 subcategories
  • Support chatbots & AI helpdesk 1,017
  • Voice & call-center agents 295
  • Ticket routing & agent-assist 405
  • Review management 49
  • Conversational commerce & messaging bots 528
Business & Vertical
1,367 tools 12 subcategories
  • HR & recruiting 501
  • Legal 189
  • Finance & accounting 573
  • Procurement & supply chain 103
  • Real estate 50
  • E-commerce 494
  • Healthcare & med-tech 334
  • Insurance & risk 81
  • Manufacturing & industrial 97
  • Agriculture 9
  • Energy & climate 29
  • Government & public sector 207
Education & Learning
1,146 tools 7 subcategories
  • AI tutors & personalized learning 895
  • Course & curriculum creation 361
  • Quiz, flashcard & study 317
  • Language learning 176
  • Grading & feedback 219
  • Plagiarism & AI-content detection 60
  • Kids' learning & STEM 180
Design, 3D & Creative
1,723 tools 7 subcategories
  • UI/UX design assistants 1,270
  • 3D model & asset generation 550
  • Game-dev AI 554
  • Architecture & CAD 168
  • Fashion design & virtual try-on 281
  • AR/VR content 627
  • Font & typography 242
Models & Infrastructure
887 tools 12 subcategories
  • Foundation models & model APIs 432
  • Hosting & inference platforms 499
  • LLM gateways & routing 241
  • Fine-tuning & training 393
  • Vector DBs & embeddings 72
  • Data labeling & annotation 119
  • Observability & evals 216
  • Guardrails, safety & red-teaming 122
  • Local runtimes 205
  • GPU cloud & compute 180
  • Synthetic data 31
  • Prompt management 59
Security & Detection
336 tools 7 subcategories
  • AI-content detectors 20
  • Deepfake detection & forensics 17
  • AI for cybersecurity 264
  • Fraud detection 123
  • Content moderation 15
  • Privacy & PII redaction 78
  • Identity verification 125
Lifestyle & Entertainment
979 tools 11 subcategories
  • AI companions & character chat 502
  • Health, fitness & nutrition 81
  • Mental wellness & journaling 183
  • Dating & relationships 202
  • Travel planning 41
  • Cooking & recipes 84
  • Personal finance 8
  • Astrology & fun generators 193
  • Gaming & AI-native games 280
  • Gift & shopping recommendation 71
  • Fashion & styling 74
Robotics & Embodied AI
46 tools 5 subcategories
  • Robotics platforms & foundation models 41
  • Autonomous vehicles & drones 12
  • Computer-vision & edge vision 17
  • IoT & smart-home AI 12
  • Wearables & AI hardware 17
Why the Taxonomy Matters for Security

Granular Categories Enable Granular Policy

A binary block-or-allow approach rarely matches organizational reality. Marketing may need Marketing, Sales & SEO tools while legal requires everything else blocked — and engineering needs Code & Development while finance must be fully restricted.

Subcategories add a second dimension of control. Allow Translation & localization while blocking General assistants & chatbots, or permit Music generation while hard-blocking Voice cloning for deepfake prevention.

Common Category-Level Policies by Persona

Enterprise CISO

  • Block: Text & Language, Code & Development, Agents & Automation
  • Monitor: Data/Analytics/Research, Search/Knowledge/Docs
  • Allow (with logging): Productivity & Collab (approved tools only)

K-12 School District

  • Block: Text & Language, Image & Visual, Code & Development
  • Block: Lifestyle & Entertainment (dating, companions)
  • Allow: Education & Learning (teacher-approved tools only)

Firewall Administrator

  • Block all 18 categories by default
  • Allowlist: Specific approved domains from any category
  • Log: All attempts for shadow AI audit

DNS Filtering Vendor (OEM)

  • Ship all 18 categories as a single "AI Tools" parent category
  • Expose subcategories to end-customer admin consoles
  • Map: Our taxonomy to your existing category tree
Data Format

How Taxonomy Data Is Delivered

Every record includes category and subcategory — whether delivered as CSV, API JSON, or EDL. Here is what a sample record looks like across all supported formats.

CSV Row

# domain, category, subcategory, status, language, ai_type
chatgpt.com,Text & Language,General assistants & chatbots,active,en,genai
midjourney.com,Image & Visual,Text-to-image,active,en,genai
github.com/features/copilot,Code & Development,Code assistants & autocomplete,active,en,genai

JSON API Response

{
  "domain": "claude.ai",
  "is_ai_tool": true,
  "category": "Text & Language",
  "subcategory": "General assistants & chatbots",
  "status": "active",
  "last_checked": "2026-07-09"
}

Firewall EDL Format

# AI Tools Blocklist — Text & Language category
# Generated: 2026-07-09 | Count: 8,423 domains
chatgpt.com
chat.openai.com
claude.ai
gemini.google.com
perplexity.ai
writesonic.com
jasper.ai
copy.ai
... (8,415 more domains)

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