Chats
Chat-level analysis explains why aggregate metrics move.Where to inspect chats
- Overview → Recent chats
- Prompt detail pages in the Prompts section
What to inspect in a chat
- model/provider used
- prompt text
- mentioned brands and relative position
- source links and domains used
- response framing around your brand
Why this matters
- You can catch context errors hidden by averages.
- You can identify recurring phrasing patterns.
- You can map source influence to mention quality.
Recommended review cadence
- Spot-check daily for high-priority prompts.
- Run deeper weekly reviews for major topics.
Common findings
- One model shifts tone before others.
- Same prompt can produce different source mixes by model.
- Mentions may exist without strong recommendation language.