Ask Your Data

Ask your data lets you query your feedback in plain English and get AI-synthesized answers — backed by real quotes from your users.

How to use it

1. Open your project in the dashboard
2. Click Ask in the top navigation (or press Cmd+K → "Ask feedback")
3. Type your question

Example questions

• "What are the most common complaints about the mobile app?"
• "What features do enterprise customers ask for most?"
• "Are there any reports of data loss or corruption?"
• "What do users say about the onboarding experience?"
• "Which bugs have the highest priority this month?"

How it works

1. Your question is converted to a vector embedding using Voyage AI
2. The embedding is compared against all feedback embeddings in pgvector
3. The top-N most semantically relevant feedback items are retrieved
4. Claude reads those items and synthesizes a structured answer with quotes

Answer format

Based on 47 relevant feedback items:

The most common mobile complaints are:

1. **Slow loading on 4G** — mentioned in 18 submissions
   "The app takes 8+ seconds to load my dashboard on mobile data" — Ravi K.

2. **Push notifications not arriving** — mentioned in 12 submissions
   "I never get notified when someone replies to my comment" — Priya S.

3. **Bottom nav too small** — mentioned in 9 submissions
   "The nav icons are tiny, I keep tapping the wrong one" — Ahmed M.

Plan limits