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ClaudSkills / Advertising / ads-misc

Ad Attribution Gap

Category: Advertising  ·  Sub-category: ads-misc  ·  Last updated:
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 user says the numbers don't match, that the platform reports more conversions or revenue than the CRM or order system, or mentions cross-platform reconciliation, double-counted conversions, an attribution discrepancy, or asks whether a reporting gap is normal - even if they never say 'attribution'. Covers B2B (CRM-anchored) and B2C/ecommerce (order-system-anchored). Do NOT use to fix broken or missing tracking - use mbfinotti/advertising-skills@ad-conversion-tracking instead.
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From the source SKILL.md

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.

What this skill does

Ad Attribution Gap is a community-contributed Claude Code skill in the ads-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ad-attribution-gap/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use whenever the user says the numbers don't match, that the platform reports more conversions or revenue than the CRM or order system, or mentions cross-platform reconciliation, double-counted conversions, an attribution discrepancy, or asks whether a reporting gap is normal - even if they never say 'attribution'. Covers B2B (CRM-anchored) and B2C/ecommerce (order-system-anchored).

Who uses this skill

The Ad Attribution Gap Claude Code skill is built for paid media specialists, performance marketers, and advertising teams running paid campaigns. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 213,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/ad-attribution-gap
curl -L https://claudskills.com/skills/ad-attribution-gap/SKILL.md \
  -o ~/.claude/skills/ad-attribution-gap/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ad-attribution-gap/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ad-attribution-gap/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ad-attribution-gap\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Ad Attribution Gap Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ad-attribution-gap/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Ad Attribution Gap skill do?
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 user says the numbers don't match, that the platform reports more conversions or revenue than the CRM or order system, or mentions cross-platform reconciliation, double-counted conversions, an attribution discrepancy, or asks whether a reporting gap is normal - even if they never say 'attribution'. Covers B2B (CRM-anchored) and B2C/ecommerce (order-system-anchored). Do NOT use to fix broken or missing tracking - use mbfinotti/advertising-skills@ad-conversion-tracking instead.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Ad Attribution Gap skill?
Use Ad Attribution Gap when your Claude Code task falls under the Advertising category — specifically in the ads misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Ad Attribution Gap" or describe the task and let Claude pick). Browse related skills at /category/ads/.
What is a Claude Code skill and how does the Ad Attribution Gap skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Ad Attribution Gap is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Advertising category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
mbfinotti. (2026). Ad Attribution Gap [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ad-attribution-gap/
BibTeX
@misc{ad-attribution-gap-2026,
  author    = {mbfinotti},
  title     = {Ad Attribution Gap [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ad-attribution-gap/}
}

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More Advertising skills

Browse all Advertising skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Advertising skills → Top 100 skills
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