Slop Detector

Score any landing page against the AI-design-slop fingerprint. Deterministic, weighted 0-100 scoring on real headless Chromium, plus an AEO axis (can AI engines read & cite a page). Open source, MIT.

Skills

• Scan page for design slop
  Open a URL in headless Chromium and score it 0-100 against the deterministic AI-design-slop fingerprint. Optionally score the copy axis.
  designslopauditlanding-pageai-generated
• Check AEO readability
  Score whether AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews) can fetch, read and cite a page. Higher is better.
  aeoai-seocrawlabilityllms-txt
• Check design-system compliance
  Check whether a page honors its own declared design system (a DESIGN.md file). Returns a 0-100 compliance score (higher is better) plus named drift: undeclared fonts, off-palette CTA colors, off-scale corner radii.
  design-systemdesign.mdbranddriftcompliance
• Build a de-slop fix prompt
  Generate a ready-to-paste prompt that tells a coding agent how to fix the slop patterns found on a page.
  fixpromptrefactorde-slop

How to call

https://slop-detect.com

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