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Clef vs Agent Ready

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

Clef compared with Agent Ready
DetailClef logo ClefAgent Ready logo Agent Ready
What it doesAI image sorter that categorizes photos automatically Free Chrome extension that checks any page for search engines, AI answers and AI agents
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Open source
Pricing3 free runs (no sign-up required), then $9 for 20 runs that work in the image sorter, playground, and image checker Free. Optional: bring your own API keys for DataForSEO (for keyword and backlink data) and Cloro (for unattended AI answer panels), with costs paid directly to those providers.
Key features
  • Custom category definition with 2-8 categories per sort
  • Processes up to 100 images per batch
  • Confidence threshold adjustment for auto-sort
  • Probability score for each categorization
  • Manual review workflow for uncertain images
  • ZIP export with organized folders and CSV report
  • Clef-Flash, Clef-omni, and Clef model support
  • No sign-up required for free trial
  • Input data never stored
  • Real-time example gallery with actual AI results
  • SEO audit: checks titles, headings, canonicals, robots rules, structured data and redirects
  • GEO audit: checks HTML that AI crawlers read before JavaScript and robots.txt permissions
  • AXO audit: tests whether agents can name buttons, fields and use forms
  • Whole site crawl: up to 200 pages for broken links, duplicates, orphans and soft 404s
  • AI answer reading: integrates with ChatGPT, Gemini, Claude, Perplexity, Google AI Mode and AI Overview
  • Agent journeys: runs up to 15-step browser agent tests on your own API keys or Chrome's built-in model
  • MCP server: hosted at mcp.workpods.ai/mcp for use in Claude and other MCP-compatible clients
  • CI/CD integration: npx command to fail builds on high-severity checks
  • Copy fix prompts: converts findings into prompts for coding agents
  • Severity levels: every check passes, fails, or partly passes with severity ratings
What makes it different
  • Reviews only uncertain images, not every result
  • Works on any categories you define yourself
  • Provides probability scores with every categorization
  • Real example results showing actual AI output
  • Free and open source under Apache 2.0 licence with all checks visible on GitHub
  • Agent journeys stop before submitting forms or making purchases, safe to run on live sites
  • Works with your own API keys or Chrome's free built-in model, no vendor lock-in
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check35 +35 (up) since last check
Trust Flow (Majestic)10
Citation Flow (Majestic)190
Referring domains (Majestic)20

5 details filled in for both companies.

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