Agree what the report is for
Decide whether the report supports a monthly service review, operational follow-up or an urgent decision. Write down its audience and the action it should enable. A business owner, location manager and communications lead have different responsibilities.
Record the reporting period, time zone, included profiles and monitoring terms. Explain material coverage changes. Without those boundaries, a month-to-month increase can reflect a new data source rather than a change in public opinion.
Use a stable report structure
- Decision summary: the changes that matter and the actions requested.
- Work completed: requests, replies, investigations or escalations within scope.
- Open issues: owner, next action and expected decision date.
- Evidence: representative examples with source and time context.
- Next period: agreed priorities and scope changes.
Keep the structure stable while changing the content. Clients should be able to find unresolved items quickly rather than relearning the layout every month.
Make every metric interpretable
Define what each count includes. Distinguish a unique review from a copied mention, an initial reply from a resolved complaint and a requested review from a published review. Give the denominator when using a percentage.
Label automated classifications and note meaningful corrections. A sentiment change should be accompanied by examples and context before it drives a recommendation. Avoid presenting reach estimates as confirmed readership or normal correlation as proof that the agency caused a result.
Show the client what happens next
| Finding | Agency action | Client decision |
|---|---|---|
| Repeated service complaint | Summarize examples and response status | Assign an operational owner |
| Unanswered location reviews | Prepare an approved response queue | Confirm the responsible manager |
| Unverified public allegation | Preserve context and assess relevance | Approve investigation or escalation |
These are illustrative reporting patterns. Use the client's actual evidence, approved facts and responsibilities in production. Do not fill a report with invented examples to make an empty period appear active.
Audit the delivery experience
Send the report to a sample client role. Check branding, accessible links, timezone labels and permission boundaries. Open the downloaded version as well as the online view. A report link should not reveal another client's dashboard or material.
Keep a version of what was delivered and any subsequent corrections. During the service review, ask which sections led to a decision. Remove recurring decoration and keep the evidence and explanations that clients actually use.
Turn findings into decisions
Choose three findings from the reporting period. For each, show the underlying context, completed work and the next decision. If a metric changed because coverage expanded, state the coverage change next to the comparison.
Acceptance criteria. A report is ready when an authorized client can inspect the evidence, identify outstanding decisions and understand the reporting scope. Reopen links as the client role and check the downloaded copy. Confirm any corrected classification is reflected in the summary.
Download the client reporting that matters worksheet (CSV) ↗
Turn these requirements into a shortlist with our guide to the agency reputation software comparison. Compare each product against the workflow your agency will actually deliver.
Common questions
What should a monthly agency reputation report include?
Include a decision summary, completed work, unresolved issues, supporting examples and next steps. State the reporting scope so changes can be interpreted correctly.
How do I report automated sentiment responsibly?
Explain that it is an automated classification, review material examples and document corrections. Use context before turning a sentiment score into a business recommendation.
How should we explain an increase in negative mentions after adding new monitoring sources?
Separate the coverage change from the comparable trend. Report the new sources and collection start date, show a like-for-like subset where available, and avoid attributing the entire increase to a change in reputation.
Continue your fieldwork
This guide provides an operational planning framework. Product capabilities and commercial terms are documented in the linked comparison; validate your own requirements in a pilot.