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AI2Web vs TokLab

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AI2Web compared with TokLab
DetailAI2Web logo AI2WebTokLab logo TokLab
What it doesThe interoperability layer for AI-enabled websites One API key for AI image, video, language and audio models
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelOpen source Not given
PricingFree and open source Pay-per-request pricing with no subscription. Top up USD balance starting at $15 minimum. Image models from $0.00425 per image (GPT Image 2) to $0.08 per job (Midjourney). Video models from $0.02 per second (SD Video) to $0.1425 per second (Kling 4.0). Language models from $0.01 per 1M tokens (GPT-6
Key features
  • Multi-protocol support - projects to MCP, ACP, AP2, NLWeb, REST, GraphQL, OpenAPI and feeds
  • AI Readiness Validator - scores site readiness from 0 to 100 with per-capability checks
  • Discovery network - agents can discover AI-ready sites by capability or type
  • OAuth2 with PKCE support for secure authentication
  • SDKs in 8 languages - TypeScript, JavaScript, React, Python, PHP, Go, .NET and Ruby
  • WordPress plugin for auto-generating AI2Web manifests
  • Chrome extension for checking any site's AI readiness instantly
  • SSRF protection for all outbound requests
  • Supports llms.txt and agent.json formats for backwards compatibility
  • Single API key for image, video, language and audio models
  • Pay-per-request pricing with no subscription
  • Failed requests cost nothing
  • OpenAI, Anthropic and Gemini compatible endpoints
  • Live pricing display before API calls
  • Credits that never expire
  • Unified task API for media jobs
  • Unified error codes across all models
  • Usage auditing and detailed billing logs
What makes it different
  • Describe your website once in a single manifest, projects automatically to all major AI protocols
  • No vendor lock-in and no per-vendor rebuilds required
  • Built-in safety by construction - high-risk actions always preview before running
  • Free and open source with CC-BY 4.0 spec and MIT licensed SDKs
  • Works across Claude, ChatGPT and any MCP client without per-vendor work
  • Only pay for successful requests; failed requests never incur charges
  • One integration works across 60+ AI models from multiple vendors
  • See prices before making API calls
  • Compatible with existing OpenAI, Anthropic and Gemini SDKs
Community votes00
DR (Domain Rating by Ahrefs)12 +1 (up) since last check8 +4 (up) since last check
Trust Flow (Majestic)93
Citation Flow (Majestic)194
Referring domains (Majestic)611

4 details filled in for both companies.

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