Your app uses AI. Qabit lets you rate every response — structured, repeatable, the same way every time. One script tag. That's it.
Built by the team behind eval.qa
Your AI ships. Responses go out. Users react. But nobody measured if the output was actually good. No rubric. No record. No way to improve.
Bad responses reach users with no record. Nobody catches the problem until it's too late.
Most teams test code, not AI output quality. No standard way to measure "is this actually good?"
You pick one. Nobody has a simple way to combine both in the same workflow.
Drop a rating form into any AI product. Collect structured feedback on every response. Works for chatbots, agents, RAG, writing tools, recommendations — any AI output.
This is the real form. Same one your users or reviewers will see.
All six templates write to the same schema. Data is comparable across your entire product.
Base model quality, reasoning, accuracy
Multi-step plans and tool call correctness
Faithfulness to retrieved context
Embodied AI and action correctness
In-app AI feature quality and helpfulness
Real user satisfaction, quick and lightweight
Don't see your case? Start with Universal — every field is opt-in. Open Universal template ↗
One form submission = one eval. A 10-second quick rating and a 3-minute full audit both count as one.
Yes — the Free plan collects up to 100 entries a day, no credit card ever asked. Need more volume? Upgrade any time.
Any AI output — chatbots, agents, RAG, writing tools, recommendations, search. Six templates out of the box. If none fit, use Universal.
Coming on Pro and Enterprise plans. Drop the form on any PHP host and point it at your own database.
Qabit is a small tool today. We're building more on top of it. Get in early and shape what it becomes.