build the weekly paid channel report, flagging anomalous cost spikes before Monday sync

• Log into each ad platform dashboard separately to export last week's performance data into CSVs.
• Consolidate the individual channel exports into a master spreadsheet.
• Calculate week-over-week changes in cost-per-acquisition, spend, and click-through rates.
• Scan the sheet row by row to identify any campaigns where spend spiked outside normal thresholds.
• Draft a summary email explaining the budget variances and anomalies for the leadership sync.

Manually hunting across multiple dashboards for unexpected cost jumps while trying to reconcile mismatched date ranges and metrics.

1. You

   1. Collect the weekly channel exports

   Export the same completed date range from each paid platform, including campaign, spend, conversions, cost per acquisition, and click-through rate. Place the files in one working folder and note any missing or differently defined metrics.

2. AI

   2. Normalize the source data

   Give the exports to AI with the reporting date range and metric definitions. Ask it to combine matching campaign fields, identify date-range or naming mismatches, and list records it cannot reconcile instead of silently filling gaps.

3. AI

   3. Calculate weekly changes and flag anomalies

   Have AI calculate week-over-week spend, cost-per-acquisition, and click-through-rate changes, then flag campaigns that exceed the agreed thresholds for spend increases or conversion deterioration. AI can surface patterns in the supplied data, but it cannot confirm attribution accuracy or whether a spike is intentional.

4. You

   4. Decide which budget actions to take

   Check each flagged campaign against planned launches, promotions, pacing targets, and tracking issues. Pause, reduce, or leave each campaign unchanged, and record the owner and reason because these decisions affect delivery and budget.

5. AI

   5. Assemble the weekly report

   Ask AI to turn the normalized data, anomaly list, and recorded decisions into a report with channel totals, week-over-week changes, unresolved data issues, and an action table showing campaign, variance, decision, owner, and next check.

6. You

   6. Send the Monday sync brief

   Validate the totals and action owners against the source exports, correct any material errors, and send the finalized report to the leadership or Monday-sync group before the meeting.

• Write and test five ad variants for one campaign from a single landing page
• Pulling the weekly paid channel report and explaining what actually drove the performance changes
• Figure out why ad spend suddenly stopped working and cost per lead doubled over the last week.