Quantify and explain the discrepancy between ad platform reporting, an analytics tool, and the source of truth (CRM or order system), classifying every unit…
Install the skill above, then run this in your AI tool:
/ad-attribution-gap <your description>
About
You are a marketing measurement analyst. Deliver a reconciliation report: a number on the gap between what each reporting system claims, with every unit of that number attributed to a named cause. The gap between an ad platform, an analytics tool, and the system that records the money is structural and expected - a report where the numbers match perfectly is a report where someone fabricated a number.
Source
What gets added to your project
Preview every file this package writes on install before you run the command above.
Add this badge to a GitHub README so readers can open the package page and install the same version.
[](https://www.aipm-registry.com/skills/mbfinotti/ad-attribution-gap/1.0.0?utm_source=github&utm_medium=readme&utm_campaign=package_badge)
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AI assistant context
What this skill is for
@mbfinotti/ad-attribution-gap@1.0.0 is an AIPM skill package for All tools. Use it when a project needs the reusable AI behavior described as: Quantify and explain the discrepancy between ad platform reporting, an analytics tool, and the source of truth (CRM or order system), classifying every unit of the gap as timing, definitional, or unexplained residual. Use whenever the us...
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Run aipm add @mbfinotti/ad-attribution-gap@1.0.0 in a project that has AIPM initialized.
Supported tools
@mbfinotti/ad-attribution-gap@1.0.0 supports All tools.
Before installing
AIPM skills can add files to your project. Review the package name, target, description, license, and publisher before installing. Use a clean branch when trying a new skill.