Case study / Product concepts
Ad Spend Anomaly Detector
Investigate campaign spend and conversion shifts before they become expensive
Period
Product concept
Role
Product direction and workflow design
Type
Independent product concept
Product preview
Illustrative concept screens · Select any image to zoom
Product overview: illustrative concept screen
01 / Overview
A marketing operations concept that brings campaign spend and conversion signals into an explainable monitoring view. It highlights unusual changes, shows the comparison window, and guides a human review before any budget action.
02 / Challenge
Paid campaigns can change quickly when tracking breaks, budgets shift, or conversion rates move. Teams need to find the source of a change without relying on a dashboard alert that offers no supporting context.
- /Spend and conversions are reviewed across separate platform dashboards.
- /Tracking failures can look like sudden campaign performance changes.
- /Alerts need context before a team changes a live budget.
03 / Proposed capabilities
- 01Connect sample campaign exports from multiple sources
- 02Flag unusual CPA, spend, click, and conversion changes
- 03Compare against a clearly labeled baseline period
- 04Inspect related campaigns and tracking-health indicators
- 05Record reviewed explanations and follow-up actions