ToolHund Data Licensing

License the structured AI tool intelligence layer behind ToolHund. Powers AI apps, agents, copilots, procurement products and vertical directories.

What you can license

  • Tool catalog (name, slug, category, tagline, links)
  • Normalized pricing tiers and price change history
  • Editorial ToolHund Scores and score breakdowns
  • Alternatives graph and comparison pairs
  • Category taxonomy and use-case mappings
  • Market events / launches / model updates feed

Common use cases

  • AI copilots that recommend or auto-provision AI services
  • Enterprise AI procurement platforms
  • Vertical AI tool directories (legal, medical, edu)
  • Research reports and market analysis
  • AI-native app stores and agent marketplaces

Start today — self-serve B2B plans

Startup license $499/mo and Growth license $1,499/mo are purchasable by card right now, no sales call needed. Enterprise and custom scopes still go through the form below.

Startup license — $499/mo

Full catalog snapshots, categories, pricing signals and scores.

Growth license — $1,499/mo

Higher volume, change feeds and redistribution inside your product.

Compare B2B plans

Crawler & training licenses

Answer engines that cite ToolHund and send readers back stay free forever. If your crawler indexes us for retrieval, or ingests our dataset to train or fine-tune a model, a license is required. Unlicensed bulk crawlers get HTTP 402 on our bulk feeds — machine-readable terms live at /.well-known/ai-licensing.json and /ai.txt.

AI Answer / RAG License — $299/mo

Index, cache and reuse ToolHund data inside your retrieval or answer product, with attribution. Includes unrestricted bulk feed access and an API key.

AI Training Data License — $2,500/mo

Full dataset rights for model training, fine-tuning and dataset construction, with monthly refresh and the complete 28k-phrase intent index.

Licensed crawlers authenticate with Authorization: Bearer th_live_…. Redistribution, white-label and raw exports are enterprise scope — use the form below.

API access vs. data license

API access

Per-request via /api. Fastest to start.

Data license

Bulk export, redistribution rights, custom SLA — priced per use case.

Editorial independence & sponsored placement rules

Scores, rankings and recommendation logic are editorially independent. Sponsored placement is disclosed on every surface (page, API response, MCP tool output). Data licenses do not influence ranking or scoring — see the methodology.

AI training and commercial use licensing

ToolHund permits search and AI-assisted discovery uses, but model training, dataset resale, bulk extraction and commercial redistribution require a license.

Machine-readable declaration: https://toolhund.com/license.xml · Human-readable summary: /license

Request a data license