Explain uncertainty honestly to a client

Clients can absorb bad news. What damages the relationship is discovering later that a result was overstated, that reach was presented as revenue, or that Unknown was reported as a conclusion. Signal & Science keeps those distinctions visible: Observed versus Unknown in the diagnosis, recorded results with their source, pending results marked as pending. Your job on the call is to carry the same discipline into your own words, so the client's Learn step rests on what actually happened and your recommendation keeps its credibility.

Every client review, and any time you share a diagnosis, a briefing, or a result, including informal updates by email or chat.

• The client's Marketing Plan open, with the target, recent tasks, and recorded results in view.
• Open decisions and missing outcomes cleared, or a clear list of which are still open and why.
• The Client review agenda or your own equivalent.

1. 1Start with the outcome the plan is driving toward (baseline, current, target), or say plainly that no target is set yet.
2. 2Report what was observed in the diagnosis's own terms. The app defines Observed as cited evidence the scan found, and Unknown as an area it could not verify, which does not mean the business is failing.
3. 3Name what remains Unknown and the next step that would verify it. Unknown is not zero and not a poor grade.
4. 4List what shipped, task by task.
5. 5Give what the result shows: the measured value, where it came from, the dates it covers, and whether it is task-linked or workspace-wide (see Separate task-linked metrics from workspace metrics). Report pending results as pending.
6. 6State what it does not show. Reach, views, and impressions are distribution evidence, not business impact, and a change observed after the work is not proof the work caused it.
7. 7Close with the decision for next week (keep, simplify, skip, or change) and who owns it. Record it in the plan so the next briefing reflects it.

The client asks sharper questions instead of nodding along, and disagreements surface while they are cheap to resolve. Your notes from the call map to entries in the workspace: a decision, a recorded result, or a new Research source.