ProseLint Editorial Compiler & Deslop Gate
Deterministic editorial compiler scanning for 200+ AI lexical markers, verifying sentence burstiness variance, scoring 134-167w passage citability, and transpiling clean WordPress Gutenberg blocks.
What This Metric Means for Your Site
Search engines and AI answer engines increasingly filter out repetitive, uniform AI copy. ProseLint ensures writing sounds natural, contains concrete proof, and structures passages for citation.
How to Improve Your Score (Actionable Fixes)
- Eliminate predictable AI vocabulary tropes (delve, tapestry, testament, landscape) and replace with concrete technical terminology.
- Vary sentence lengths across paragraphs to maintain high cadence burstiness (standard deviation >= 6.5).
- Format primary answers in self-contained 134 to 167-word passage chunks optimized for AI answer engine citation.
- Enforce clean typographic invariants by replacing em-dashes with standard hyphens, colons, or commas.
How to Audit 50 Client Sites in 1 Week: The VitalsSniper PRO Method
Agencies waste 10+ hours every week manually running PageSpeed tests and copy-pasting generic PDF dumps. Here is the exact forensic workflow our agency partners use to inspect 50 prospect sites in 5 business days and close high-ticket retainers.
GEO Citability & AI Crawler Auditor
Audit content citability for Google AI Overviews, ChatGPT Search, and Perplexity based on Princeton KDD 2024 research.
ProseLint Editorial Compiler & Deslop Gate Open Source Engine
View the headless CLI implementation and inspect the source code on GitHub.
VitalsSniper PRO In-Tab Forensics
Isolate exact DOM elements, generate white label PDF audit summaries, and export outreach lead lists in 50ms from any live Chromium tab.