CopyBoost

Great question! It's actually a mix of both approaches. Copyboost runs a psycholinguistic audit across seven modules, and the AI pattern detection layer works on multiple signals simultaneously: Statistical signatures, yes: sentence length uniformity, overuse of em dashes, hedging language ("It's worth noting that..."), the classic "rule of three" structuring, and vocabulary clustering (words like "delve", "tapestry", "leverage" appearing at abnormal frequency). But also structural patterns: AI text tends to follow predictable rhetorical frameworks (problem → nuance → balanced conclusion), uses excessive parallelism, and lacks the micro-irregularities that natural writing has (sentence fragments, varied rhythm, colloquial shortcuts). The goal isn't just to flag "this looks AI-generated." It's to pinpoint which specific patterns make your copy sound generic, so you can fix them surgically rather than rewriting from scratch. That's where the actionable value is: you get a module-by-module breakdown, not just a score.

Thanks, that's exactly the philosophy behind Copyboost! Most tools out there want to replace your writing with AI-generated text. We do the opposite: your copy stays yours, we just show you where the friction is. The conversion scoring and audience simulation are designed for exactly that use case: small teams that can't afford to A/B test everything but still need data-driven direction on what to optimize first. You run your copy through the audit, you see which module flags the biggest gaps, and that's your next iteration priority. And yes, the free daily analysis is intentional. We want people to build the habit of auditing before publishing, not just when something underperforms. One analysis a day is enough to check your most important piece of content before it goes live.

You nailed it. That's the core gap we're filling: most tools generate text, but none tell you why your existing copy isn't converting. Copyboost gives you a module-by-module diagnosis so you know exactly what to fix and why. As for CMS integrations: Copyboost is a standalone web app right now. You paste your copy, run the audit, get your results. No plugins, no extensions. Simple and focused. It takes a couple of minutes to run a full seven-module audit, so the workflow stays fast: write in your CMS, paste into Copyboost, apply the fixes, publish. No context-switching overhead. If there's enough demand for direct integrations, that's something we'd definitely consider. But right now the priority is making the audit itself as sharp and actionable as possible.