Reporting utility
LinkedIn Ads Daily Check
The tool replaces a manual campaign spreadsheet scan with a deterministic daily report. It calculates CPC, CTR, CPL, conversion rate, budget pacing, review priorities, and shareable HTML/JSON/Markdown outputs. AI notes are optional; KPI logic stays deterministic.
Highlights
- Turns a daily spreadsheet review into a repeatable report.
- Separates deterministic metrics from optional AI summary notes.
- Exports reviewer-friendly HTML, JSON, and Markdown artifacts.
Validation
unittest suite
Sample report outputs
Public GitHub repo
