GPTZero

Multi-Signal Detection

Assess writing with multiple signals rather than a single score, reducing over-reliance on any one metric. Reports separate document-level assessment from local patterns so reviewers triage efficiently. Calibrated thresholds reflect different genres and lengths, helping avoid false certainty on short submissions. Side-by-side comparisons support rechecks after edits. The goal is evidence that informs human judgment, not automated verdicts that ignore course policy, authorship context, or sources.

Sentence Highlights and Explanations

See sentence-level highlights that exhibit AI-like patterns so reviewers can compare against drafts, citations, or process notes. Inline explanations describe why a passage was flagged and encourage context-based judgment rather than automatic penalties. Exportable PDFs and shareable links preserve evidence for conversations with students or authors. Guidance notes help institutions frame discussions constructively, emphasizing learning goals and proper disclosure where assistance tools are allowed.

Batch Screening and API

Screen at scale with bulk uploads from folders or spreadsheets and track status in a unified queue. The API enables programmatic checks for submissions, marketplace listings, or community posts without manual copy-paste. Webhooks transmit results to downstream systems as soon as analyses finish. Quotas, rate limits, and key rotation keep usage reliable and secure. Consolidated logs simplify audits and let teams spot anomalies in volume, sources, or request patterns across terms.

Integrations and Workflow

Connect with LMS and CMS tools so results appear where reviews happen. Labels, notes, and dispositions document outcomes and next steps, building a consistent process across instructors or editors. Role-based access ensures sensitive cases are visible only to appropriate staff. Notifications prompt timely follow-ups, and retention settings align with local policy. Over time, shared templates for communications and appeal steps reduce friction and keep expectations clear for all parties.

Privacy, Security, and Governance

Configure retention, redaction, and consent notices to match institutional policy. Audit logs record who viewed results and when, supporting due process. Organization-wide settings standardize thresholds, messaging, and export rules, so checks are applied consistently across departments. Data handling practices align with common compliance requirements, and optional anonymization reduces exposure during appeals. These controls help teams adopt detection thoughtfully while maintaining trust and transparency.