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Conversion Signal QA

A pre-launch QA pass over paid-ads measurement plumbing: event firing, UTM hygiene, cross-platform dedup, attribution windows, plus a UTM/event spec builder.

Marketing & SEOIntermediate2,592347AI score 9/10Last updated: Aug 16, 2026

What it does

Runs a pre-flight audit of the tracking layer behind your paid campaigns:

  • Verifies conversion events actually fire, using one real test conversion you run yourself
  • Checks UTM hygiene: missing tags, inconsistent casing, auto-tagging vs manual collisions
  • Gates that a cross-platform dedup rule and a single source of truth (order IDs) are declared so Meta and Google stop double-counting
  • Confirms attribution windows are stated and aligned per platform
  • Flags offline-import gaps and iOS-ATT modeled conversions as warnings, not failures
  • Emits a filled-in UTM naming convention and conversion-event spec table for your account

Every checklist item is marked pass / fail / needs-input from evidence — never passed by default.

Who it's for

  • Performance marketers running Google Ads and Meta Ads
  • Agencies onboarding a new account and needing a tracking health check
  • Anyone whose GA4 order counts don't match platform-reported conversions
  • Ecommerce operators who want trustworthy data before raising budget

Examples

  1. "QA my conversion tracking before I scale. Platforms: Google + Meta. Here are my GA4 Conversions and Traffic-acquisition exports."
  2. "Build me a UTM scheme and event spec for this campaign, plus a pre-launch checklist I can run myself."
  3. "Meta and Google numbers don't match my GA4 orders — find the dedup, attribution-window, and UTM problems."

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/aaron-he-zhu/aaron-marketing-skills/HEAD/ad/activate/conversion-signal-qa/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the ad/activate/conversion-signal-qa folder from the GitHub repo aaron-he-zhu/aaron-marketing-skills into my ~/.claude/skills/conversion-signal-qa/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/aaron-he-zhu/aaron-marketing-skills.git /tmp/aaron-marketing-skills && mkdir -p ~/.claude/skills/conversion-signal-qa && cp -r /tmp/aaron-marketing-skills/ad/activate/conversion-signal-qa/* ~/.claude/skills/conversion-signal-qa/

This is a third-party skill. Check the source repository before installing.

  1. Open your terminal.
  2. Clone the repo: git clone https://github.com/aaron-he-zhu/aaron-marketing-skills.git
  3. Create the skill folder: mkdir -p ~/.claude/skills/conversion-signal-qa
  4. Copy the files: cp -r aaron-marketing-skills/ad/activate/conversion-signal-qa/* ~/.claude/skills/conversion-signal-qa/
  5. The skill links to references/ files and repo-level CONNECTORS.md / SECURITY.md, so copying the whole repo into ~/.claude/skills/aaron-marketing-skills/ keeps those links working.
  6. Restart Claude Code and ask something like "QA my conversion tracking before launch".
  7. Prepare inputs first: export the GA4 Conversions report and the Traffic-acquisition (source/medium) report as CSV, and complete one manual test conversion for the most accurate results.
View source on GitHubLicense: Apache-2.0