Engagement Report: Turns vs. Messages, What Each Column Measures
The engagement report has two families of columns that sound similar but count different things:
| Column | What it counts |
|---|---|
| Chat Turns | How many times an agent spoke, then the visitor replied |
| Bot Turns | How many times the bot spoke, then the visitor replied |
| Agent Messages | Total number of individual messages the agent sent |
| Visitor Messages | Total number of individual messages the visitor sent |
| Bot Messages | Total number of individual messages the bot sent |
Turns = Back-and-Forth Cycles
A "turn" only counts when the visitor replies right after the agent or bot was the one speaking. If an agent sends five messages in a row and then the visitor replies once, that whole exchange counts as one turn, not five.
Turns measure the rhythm of the conversation: how many times did the two sides actually go back and forth.
Messages = Raw Count
The message columns count every individual chat line, one for one. Using the same example, an agent sending five messages in a row before the visitor replies, that's five toward Agent Messages, even though it was only one turn.
Messages measure volume: how much each side actually typed and sent.
Why Both Matter
These numbers are meant to be different, and reading them together tells you more than either one alone:
- A conversation with many messages but few turns usually means one side (often the
agent or bot) is sending several short messages per reply instead of one longer message.
- A conversation with turns and messages close together usually means each side is
typically replying with a single message before waiting for the other side.
Neither pattern is automatically good or bad — it depends on your team's messaging style and what your bot flows are designed to do. These columns just give you the raw numbers; they don't tell you what to do about them.
Where to Find These Columns
Available as columns in the standard engagement report (Reports → Engagements → Columns). Add them to your report layout like any other column.
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