AgentReadyAI visibility appCaffeine & CommerceShopify agency
Caffeine and Commerce

Caffeine Checkout Suite · Analytics

In Shopify App Store reviewEvery Shopify plan

Attribution you can add up

The suite records the order lines it placed on real Shopify orders, net of refunds and without cancelled orders. Each line is credited to one source only, so the per-feature, per-offer and per-product figures add up to the total instead of each widget claiming the same sale.

One example order

  • Original order itemsNot counted
  • Ceramic mug (accepted after payment)Post-purchase
  • Only the add-on line is credited, to one source, net of refunds.
Illustration of how one order is attributed

Where it shows

  • Analytics in the Caffeine portal, inside Shopify admin

Reports

  • Revenue overview
  • Offer funnel for recommendations, checkout upsell and Bundle Builder
  • Post-purchase funnel by step
  • Offer history
  • Product insights: co-purchase and 90-day rank
  • Experiment results

What counts

  • Net paid revenue of items the suite placed, minus refunds
  • Cancelled orders left out
  • Dated by when the order was processed, in your store's currency
  • For add-on offers, only the add-on line counts, never the whole order

Health

  • Every block and configuration shows a status
  • Flags for a block that stopped reporting, stopped rendering or is mostly hidden
  • Webhook and order-ingest checks run hourly behind the scenes

How it is measured

  • Fed by Shopify order, update, cancellation and refund webhooks
  • A strict web pixel joins completed checkouts to experiment visitors, with analytics consent only

Good to know

  • Reports are in your store's currency only
  • Orders the pixel saw after a click are shown separately and never counted as attributed revenue

Request access

Put the suite on your checkout.

Caffeine Checkout Suite is in Shopify App Store review. Request access and we will set your store up with you as soon as it is approved.