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Slop by Impeccable vs Graphify

Compare Slop by Impeccable and Graphify - features, pricing, and which is better for your workflow.

What is Slop by Impeccable?

37 patterns that mark an interface as AI-generated, plus a live detection overlay that catches them in place — the rule catalog behind npx impeccable detect.

Price: Free

  • 37 cataloged AI-design tells
  • Live detection overlay in the browser
  • CLI: npx impeccable detect
  • Chrome extension for any tab
  • Pairs with /impeccable critique reviews
Learn more about Slop by Impeccable

What is Graphify?

Turn a codebase into a knowledge graph your AI assistant can trace — answers come back as graph paths with real file:line citations.

Price: Free

  • Maps a whole codebase with a single command
  • Answers are explicit graph paths, not embedding similarity
  • Real file:line citations you can check
  • Runs on-device — no account, no API keys, no telemetry
  • Install with uv tool install graphifyy, then graphify install
  • Open source under Apache 2.0
Learn more about Graphify