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Analytics answers two questions: how well is my agent answering, and where does it need help. One page, two tabs, per agent, over a date range you choose.

Plan access

On a shared account the tabs follow the agent owner’s plan, not yours. A member of an Elite account sees both tabs even if their own account is Free.

Overview

The four metrics

A dash means no data, not zero. AgntLabs never prints a 0 or a 100 for a metric it could not compute — an empty set is reported as empty.

How conversations ended

The same five outcomes as the Home dashboard: Auto-resolved, Escalated, Gap, Deflected, Abandoned. Only completed conversations count. Open conversations are named separately — “12 still open, not counted yet” — rather than being silently folded in.

Resolution over time

Resolution rate day by day. Days with no completed conversation are skipped rather than drawn as zero, which would look like a collapse in quality on a quiet day.

Channels

Where your conversations came from. Conversations predating channel tracking show as Not recorded.

Performance Starter and above

This tab is about fixing things.

Needs attention

The questions your agent could not answer, ranked, each labelled with why:
  • No source covers this — nothing relevant was retrieved. You need to add a source.
  • Answer incomplete — a source came back but did not carry the answer. You need to edit one.
Click any row to open the Knowledge base panel on the Q&A tab with that question pre-filled. Write the answer, publish, done.

Gaps over time

Unanswered questions per day. What you want to see is this line trending down as you answer them.

Source performance

Which of your sources are associated with resolved conversations — in other words, which material is actually earning its place.

Test chats are excluded here

Analytics measures customer conversations. Your own testing is left out so it cannot flatter or distort your quality numbers. That is why a new account can show a full picture on Home and an empty Performance tab: you have conversations, but no customer ones yet.
The most valuable habit in the product: open Performance, read Needs attention, turn each one into a Q&A pair, publish. Every pass makes your agent measurably better.

Data retention