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AI2Web vs ScoutLayer

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 ScoutLayer
DetailAI2Web logo AI2Web ScoutLayer
What it doesThe interoperability layer for AI-enabled websites Website contact finder that extracts emails, phones and social profiles from any domain
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelOpen source Freemium
PricingFree and open source Free: single-domain lookups in the Playground, no signup required. Starter: $19 one time for 2,500 credits. Pro: $49 one time for 10,000 credits. Scale: $199 one time for 50,000 credits. Pricing starts from $3.98 per 1,000 contacts found. No charge when a domain has no valid contact. Every new accou
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
  • Free single-domain contact lookup in Playground
  • Bulk domain extraction and export
  • Public website email discovery
  • Phone number extraction
  • Official social profile discovery
  • Company profile extraction
  • Source-linked structured results
  • REST API access
  • MCP-compatible agent tool
  • CSV and JSON export
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
  • Live website lookup with cross-page matching and LLM-assisted clustering
  • Built for newly launched and long-tail websites not in traditional databases
  • No charge when no valid contact is found
  • Same result schema across Web, API and MCP
  • Source URLs and confidence attached to every result
Community votes00
DR (Domain Rating by Ahrefs)12 +1 (up) since last check3 −1 (down) since last check
Trust Flow (Majestic)90
Citation Flow (Majestic)1919
Referring domains (Majestic)6133

5 details filled in for both companies.

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