What to prepare
- Dated campaign exports with spend, delivery and conversion definitions
- Current budget boundaries, campaign objectives and account constraints
- A change history and the observation period the team intends to use
Paid media / RESOURCE DETAILS
Ads Performance Copilot
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An operator-facing workflow for inspecting paid campaign exports, identifying changes that need attention and preparing a reasoned review of possible edits. Separate observations about delivery from hypotheses about their causes. Each proposed action should describe its scope, the evidence behind it and the person authorized to make the change, including a plan for checking what happens afterward.
What you will produce
- A campaign exception report with source dates and comparison windows
- A prioritized change proposal with rationale and unresolved assumptions
- An approval and post-change observation checklist
A closer look at the fit.
A working situation
A media operator receives a dated campaign export and needs a review brief for the next planning meeting. The proposed workflow separates observed changes, tracking questions, and candidate adjustments. Each suggested adjustment has a rationale and an approval owner; nothing in the exercise authorizes a live budget or targeting change.
What should happen when the conversion definition changes mid-period?
Split or clearly annotate the comparison rather than presenting the whole period as consistent. Ask the measurement owner to document the old and new definitions. The review brief can still describe observed data, but it should identify which conclusions depend on resolving the definition change.
Should the largest percentage movement be reviewed first?
Not automatically. Inspect the underlying volume, reporting context, business relevance, and possible data-quality issues. A large percentage on a small base may deserve a different response from a modest change affecting a major campaign. Record the prioritization reasoning instead of treating one metric as a universal action rule.
PRODUCT NOTES & QUESTIONS / NORLA EDITORIAL
Understand the fit before you choose.
Editorial guidance about scope and evaluation. These notes are not buyer ratings or purchase reviews.
What to check
- Observed performance differences do not by themselves establish causal explanations or future returns.
- Budget changes, account connections and campaign edits require explicit account authorization and confirmed tool support.
Does a recommendation mean the budget has been changed?
No. A review recommendation and an executed account change are separate states. The operator should inspect the proposed values, approve the scope and confirm the result in the advertising account before marking the work complete.
How should the review handle a small or unstable data sample?
Show the sample size, reporting delay and relevant uncertainty beside the observation. The output may recommend waiting or collecting more evidence. A confident explanation is not justified solely because a percentage change looks large.
NORLA EDITORIAL / FIELD NOTES
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