Analysis availability
| Feature | Available when |
|---|---|
| Research Chat | Any time — works with any number of conversations |
| Conversation summaries | Generated automatically for each conversation |
| Q&A clustering | Automatically generated at 100+ conversations |
You can start exploring your data with Research Chat immediately. Q&A clustering needs more conversations to identify reliable patterns.
Conversation quality matters
Not all conversations contribute equally to analysis. High-quality conversations have:- Detailed responses: Users share specifics, not just “yes” or “no”
- Multiple topics covered: Conversation addresses several study goals
- Examples and stories: Users describe real experiences
- Emotional context: Users express how they feel, not just what they think
Signs your data is ready for deeper analysis
Once you have a meaningful number of conversations, look for:- Stable patterns: New conversations aren’t revealing entirely new themes
- Goal coverage: Most study goals have been discussed in multiple conversations
- Deadline approaching: You need findings for a decision or presentation
Signs you need more data
Wait before drawing conclusions if:- High drop-off: Many users abandon after 1-2 messages
- Shallow responses: Users give brief, generic answers
- Gaps in coverage: Some study goals have little data
Maximizing analysis quality
Improve conversation depth
- Refine your study goals to be more specific
- Adjust the interview depth to match your needs
- Test your outreach to improve engagement
Target the right users
- Focus on users with recent, relevant experience
- Segment by behavior or attributes that matter to your study
- Use metadata to track which segments provide the best data
Broadcast effectively
- Choose channels where users are likely to engage thoughtfully
- Time your outreach when users aren’t rushed
- Frame the request to encourage detailed responses
Next steps
Analyze your study
Learn how to use Q&A clustering and Research Chat.
Broadcast your study
Get more conversations to strengthen your analysis.