Private beta Android-first

See the risk first,
then choose your response.

Calmanta helps users analyze comments, organize evidence, and prepare bounded reply drafts. Users review every reply themselves; high-risk and sensitive matters stay with the person involved.

Request private testing View current status

Turn “instant retaliation” into three human decisions

AI provides analysis and drafts. It does not speak publicly for the user or bypass platform rules.

1

Analyze and classify

Classify comment types and risk levels. Threats, privacy exposure, and sensitive matters are escalated to the user.

2

Organize evidence

Keep comments, context, images, analysis, and drafts in one evidence record with export and deletion controls.

3

Review one by one

Edit, reject, or regenerate drafts. Current approval records do not trigger real platform sending.

The current boundary is explicit

We show only capabilities that have been implemented and verified.

  • The primary entry point is the Android private beta.
  • Public web registration and downloads are closed; Meta reviewers and invited testers can use a credential-gated review portal.
  • Official Instagram OAuth/API integration is in private testing with basic account and comment-management permissions only. Other platforms are not connected.
  • Calmanta does not read signed-in browsers or automatically send replies or publish content.

Android private testing is being prepared

Invited testers will receive installation instructions after signing, real-device end-to-end acceptance, and closed-testing delivery are ready. There is no public APK download yet.

Contact testing support