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Feature deep dive

Everything in the PRD translated into product features—humanization, detection, collaboration, and enterprise-grade security so you can publish with confidence.

What you get out of the box

Detector-proof rewrites

Blend OpenAI GPT-4.1 prompts with tonal controls to dodge Turnitin, GPTZero, and Originality AI.

Voice-preserving tone

Train per-user style profiles backed by Convex and Zustand state so every rewrite sounds like you.

Usage insights

Stay within plan limits with real-time credit tracking and upgrade nudges tied to Stripe billing.

Core workflow

  • • Paste AI output and humanize up to your tier limit with a single click
  • • Tone presets: natural, professional, playful—with style cloning for Pro and Ultra
  • • Optional AI detector check surfaces Turnitin/GPTZero risk scores before publishing

Collaboration & scaling

  • • Convex-backed dashboard shows live usage, plan limits, and upgrade prompts
  • • Invite teammates to share credits and monitor campaign progress in real time
  • • Stripe subscription management with automatic downgrades and renewals

Quality & compliance

  • • Every rewrite passes through OpenAI GPT-4.1 with temperature tuning and grammar checks
  • • Plagiarism and duplication guardrails keep enterprise teams compliant
  • • SOC 2-ready authentication via Clerk with SSO, MFA, and session monitoring

Advanced capabilities

Style profiles

Upload reference writing samples and let the model learn your unique tone. Available on Pro and Ultra tiers.

Fast mode

Ultra customers get low-latency rewriting for time-sensitive campaigns and newsroom workflows.

Detector analytics

Run batch reviews and export detection scores to share with compliance and academic partners.

Security & reliability

All text processing happens over TLS 1.3 with temporary storage in Convex. Sensitive content is purged after the rewrite completes, and logs omit user-submitted text by default.

Clerk powers authentication with MFA, SSO, and session management. Stripe manages subscription billing while respecting regional compliance requirements.