CatchGPT

CatchGPT differentiates by designing assessments that resist LLM cheating rather than merely detecting AI after the fact. Its proxy-student rewrite loop targets real cheating behavior, and the workflow processes only instructor-provided materials.

This avoids student-data privacy concerns and gives educators direct control over question generation, length, and difficulty. The service is aimed at districts and teachers who want custom assessments aligned to their own content.

CatchGPT provisions access manually after a consultation. Seat counts, credit amounts, billing, and district procurement are handled by separate agreement rather than through a self-serve public price list.

This suggests an enterprise or school-district sales motion with custom pricing, likely recurring and tied to instructor seats or generated quiz credits.