Lightlines
By aaron-he-zhu

paid-measurement-loop

aaron-he-zhu923 installs

Find out if your ad campaign changes paid off.

What it does

Evaluates paid advertising changes against a control to recommend promotion, further testing, rollback, or an unproven result.

When to use it

Use to assess a paid advertising change against a control over a fixed measurement window, or to normalize cross-platform ROAS comparisons.

How to use it

Give it a campaign change and manually exported measurement data; it returns a decision and a readback table comparing results against a control.

What you provide

  • the campaign change
  • Your files

Latest review

What you need · 2

Requires Python 3 to run the ledger command that records baseline and candidate signals.

Requires roi-calculator for the ROAS and CPA arithmetic; explicitly forbids recomputing the ratio within this skill.


Access · 0

No additional actions listed.