What can be reviewed
Broker coverage, route repetition, source volume, recurring cargo profiles and saved-position hit rates.
Why structure matters
Without structured records, these patterns stay hidden inside old threads and folders.
Example: one broker may dominate East Med grain circulars while another repeatedly sends prompt supramax positions on the same route. That pattern becomes visible only when both streams are structured consistently.
How the review stays grounded
Every trend should still connect back to structured offers and source email context instead of abstract dashboards.
Proof point: the desk reviews real processed offer history rather than relying on memory of who sent what last month.
What it supports
Broker coaching, route focus decisions and better use of historical mailbox knowledge.
What LaycanMatch does not do: it does not claim to model the whole market outside the desk's own processed email universe.
Who this is not for
If the desk needs broad external maritime intelligence rather than visibility into its own broker email flow, this use case alone is not enough.