Results by product

What ChatGPT Ads reports, the orders Shopify confirms, and what's left after refunds, kept apart for each product.

Results by product: the same period three ways (14 conversions reported by ChatGPT Ads, 11 orders verified in Shopify, 10 after refunds), products worth a look, and a table of orders, sales, refunds, net, ad spend, return and contribution.
Illustration of the app screen, with sample data.

What it does

For each product, the app adds up orders from buyers who arrived from a ChatGPT ad: orders, units, sales, refunds, net, spend, return and contribution, over 7, 30 or 90 days. A weekly view puts store sales, ad spend and ad-referred orders side by side for the last 12 weeks.

Why it matters

An ad platform's conversion count and your real sales are different numbers. Seeing the platform's figure, the orders Shopify confirms and what remained after refunds next to each other shows what your ads really brought in.

How it works

  1. The tracking pixel marks orders from buyers who arrived from an ad. Amounts come from Shopify, never from the browser.
  2. Orders from ads are re-read from Shopify every day, so refunds and cancellations come off the net figure.
  3. Spend is only assigned to a product when a campaign advertises that one product. Shared spend is listed and never split, so return stays empty when it would be wrong.
  4. Products are flagged when they sell from ads, spend without selling, or leave little contribution, each with a next step.

Where it stops

  • It needs conversion tracking. Without it, there are no ad-referred orders to count.
  • The weekly view describes the same weeks side by side. It doesn't measure what the ads caused.
  • Contribution needs unit costs for every variant sold.
  • Built from official documentation. It hasn't run with live campaign data yet.

See what it would do before it does anything.

AgenAds isn't on the Shopify App Store yet. The demo runs the app's real discount, policy and copy checks, so you can test the logic today.