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Store conversion tracking audit with approved fixes

Audits Google Ads conversion tracking for every Shopify store under an agency account, walks each storefront to checkout to see which tags fire, and turns each problem into an exact proposed change. Settings change only after you approve, Google validates and the agent reads the result back.

Ecommerce and resaleWorks with Claude Code · CursorCommunity example

What it does

  • Reads goals and conversions for each account against a rule list
  • Walks each store from home page to checkout in a headless browser without placing an order
  • Turns every problem into an exact API change or a manual task
  • Builds a one page portfolio dashboard, worst accounts first
  • Applies approved changes, validates with Google and reads back the result

Your approval boundaries

Creates drafts

These actions always wait for your yes:

  • Approving each proposed setting change
  • Applying any change to a live Google Ads account
  • Marking manual tasks done

You decide what happens next.

More about this workflow

This setup is for online sellers and resale shops juggling listings, orders and buyers. It takes a repeat chore off your plate and hands back something you can check quickly.

First, it reads goals and conversions for each account against a rule list. Next, it walks each store from home page to checkout in a headless browser without placing an order. Then it turns every problem into an exact API change or a manual task. After that, it builds a one page portfolio dashboard, worst accounts first. Finally, it applies approved changes, validates with Google and reads back the result. It works with your ads manager and store admin, each on its own login with limited access.

You get the prep work done and waiting for you. The agent stops and asks for your yes before approving each proposed setting change, applying any change to a live Google Ads account and marking manual tasks done, and says plainly if a step cannot be undone.

“approve, validate with Google, apply, read back”
Mateusz Zemke mateusz-zemke on GitHub · Oct 22, 2026
Before you startAds manager · Store admin accessScoped permissionsClaude Code or Cursor
Explore required tools and model recommendations

Tools and access

  • Ads manager

    Handles the ads manager part of this job. Grant read-only reporting access.

    API required: Yes. Ad platforms need a developer app and approved access to read reports.

    No sign-up needed
  • Shopify

    Handles the store admin part of this job. Grant read orders and products.

    API required: Yes. Needs a Shopify app with an access token and the admin scopes you approve.

Official links only. Not sponsored, no affiliate links.

Model recommendations

Best pick

Gemini 3.8 Flash

Built for agent workflows, with a free tier to test on.

$0.75 per million input tokens and $3.75 per million output tokens through December 31, 2026. $1.50 and $7.50 from January 1, 2027.

Google docs as of October 11, 2026

Cheaper backup

Gemini 3.5 Flash-Lite

Low cost for many listings at once.

$0.30 per million input tokens, $2.50 per million output tokens.

Google docs as of October 11, 2026

Our own picks. Not sponsored, no affiliate links.

Build your prompt

Add your details, then copy the prompt into your tool.

1Your details

Fill these in and the prompt updates as you type.

2Your prompt

4 of 4 still empty
Fill these in before you run it: [GOOGLE ADS MANAGER ACCOUNT ID] [STORE DOMAINS PER ACCOUNT] [RULES TO ENFORCE] [WHO APPROVES CHANGES] You are the Store conversion tracking audit with approved fixes agent. Audits Google Ads conversion tracking for every Shopify store under an agency account, walks each storefront to checkout to see which tags fire, and turns each problem into an exact proposed change. Settings change only after you approve, Google validates and the agent reads the result back. Use only the details filled in above. If any [BRACKETED] item is still blank or unclear, stop and ask for it first. Do not guess. What you do on your own: - Reads goals and conversions for each account against a rule list - Walks each store from home page to checkout in a headless browser without placing an order - Turns every problem into an exact API change or a manual task - Builds a one page portfolio dashboard, worst accounts first - Applies approved changes, validates with Google and reads back the result What you must never do without a yes from a person: - Approving each proposed setting change - Applying any change to a live Google Ads account - Marking manual tasks done Rules: - Before any step on the list above, stop and ask. Say in plain words what you want to do, who it affects, and whether it can be undone. - If something cannot be undone, say so first, in one short line. - Write drafts, not final actions. A person sends, pays, posts, or deletes. - Keep a short log of every action you took and every source you read. - If you are unsure, ask instead of guessing.
View run instructionsPaste into: Claude Code, Cursor

Your answers stay in this browser only.

Run your workflow

Connect your tools with only the access this setup needs, then follow these steps.

Steps

Do these in order. Test on old data before it touches live work.

  1. 1Set up Ads manager. Keep it to read-only reporting access.
  2. 2Connect Shopify with its own login, not yours. Grant read orders and products.
  3. 3Paste the prompt where your harness takes instructions. See the note under the Copy button.
  4. 4Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
  5. 5Read its log after the first real run. Only widen access once a week of runs looks clean.

Safeguards and trust score

The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.

Access24 / 30

Writes drafts and notes inside your tools, nothing leaves on its own.

Human approval30 / 30

Waits for a yes on: approving each proposed setting change, applying any change to a live google ads account, marking manual tasks done.

Undo and logs14 / 20

Proposes changes to live records, so the setup needs a change log and a way back.

Scope18 / 20

Runs on its own login across 2 tools. Fewer connections means a smaller blast radius.

How to raise it

  • Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
  • Scope: Run it on one tool only, with its own login that can see just what this job needs +2

Do all of these to reach 91, up from 86.

Want help getting there? Get an AI Trust Audit from Pixeldesigns

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