Put the business question above the charts
Name the question this month’s work addresses: which buying pages need attention, whether a migration preserved important destinations, or which content brief should be approved next. Keep the period and website visible. Avoid changing the question halfway through the report to whichever metric happened to improve.
Write the conclusion after checking evidence quality. When a source has not finished collecting, say what is available and what remains unknown. An unfinished check should not become a zero in a chart or a reassuring sentence about unchanged performance.
Define a comparable view
Use matching periods and the same search contexts for position comparisons. Break out country, language and device when those segments lead to different decisions. Keep branded and non-branded groups identifiable; branded searches can hide weak discovery of commercial categories.
Explain a changed query list, collection depth or missing integration. A new keyword set changes what the summary represents. It is acceptable to start a new baseline; it is misleading to present an expanded set as a like-for-like trend. Mention changes to conversion tracking where they affect the comparison.
Worked example: one useful decision instead of a score
This is an invented agency scenario. A shop’s category appears for shopping queries, while a sizing guide appears for measurement questions. One ambiguous group alternates between the two pages. The report asks the client to approve a clearer category comparison rather than announcing confirmed cannibalization.
The action has an owner, a draft due date and a review condition: repeat same-context checks after publication and inspect the URLs. The client can understand the requested work without accepting an unsupported promise about future traffic. Include the supporting observations for anyone who wants to inspect them.
Keep observation and interpretation separate
For each finding, write the observation, source and date, your explanation, proposed action, and the condition that would change your mind. This makes uncertainty visible without burying the reader in every raw row. Detailed exports can support the report without becoming its main argument.
Include business outcomes where actual analytics support them. Do not equate a position increase with a new sale. If conversion tracking is absent, explain the limitation and propose how to establish measurement rather than inventing attributed revenue. Unknown costs also remain unknown.
Close with a short accountable plan
Limit the plan to actions the team can realistically deliver. Include an owner, due date, dependency and review condition. Keep blocked tasks with their actual reason; removing them from the report would make the work appear complete. Make the next approval concern a concrete draft or decision.
Copy the outline below and attach supporting saved data. SEODatum can keep project evidence together and create saved client reports from collected data. Your explanation and prioritization still matter: the strongest report makes the next decision easier rather than merely exporting more charts.
Period and website:
Business question:
Comparable markets and query groups:
Decision supported by evidence:
Observed facts and source dates:
Interpretation and remaining uncertainty:
Next actions: owner, due date, dependency, review condition: