# Qabit (qabit.io)

Drop-in rating form that collects structured 1-5 rubric scores on every AI response and stores them for comparison.

- Atlas card: https://inite.ai/en/atlas/qabit.io
- Site: https://qabit.io
- For: Developers adding response-quality ratings to AI features in their apps
- Categories: productivity
- Use 6/100 · alive 100/100

## Used for

- Score chatbot and agent outputs against a fixed rubric
- Collect end-user ratings on in-app AI replies
- Compare response quality across features over time

## Price

- from 29 USD/month, free plan (read 2026-10-23 on https://qabit.io/#pricing)

## For developers

Not read yet.

## Your data

Not read yet.

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Source: INITE Atlas, https://inite.ai/en/atlas/qabit.io. JSON: https://inite.ai/api/atlas/qabit.io. MCP: https://inite.ai/api/mcp (atlas_lookup).