Real ChatGPT answer · index seedxTjnvYolrMwcompleteMarketing and advertising · affiliate marketinginformational

Explain how Shopify's checkout API handles discount codes generated by exclusive affiliate partners without breaking attribution parameters.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Explain how Shopify's checkout API handles discount codes generated by exclusive affiliate partners without breaking attribution parameters.
2 real searches · 1 real-search pass
Shopify Storefront API cartDiscountCodesUpdate discount codes checkout attribution URL parameters documentationGoogle ↗
OBSERVEDOther / navigational
Shopify checkout API deprecated Storefront Cart API discount codes Shopify Functions attribution parameters affiliate trackingGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Shopify Storefront API cartDiscountCodesUpdate discount codes checkout attribution URL parameters documentation Google ↗
Shopify checkout API deprecated Storefront Cart API discount codes Shopify Functions attribution parameters affiliate tracking Google ↗
  1. cartDiscountCodesUpdate · shopify.dev
  2. CartDiscountCode · shopify.dev
  3. Attribute · shopify.dev
  4. cartAttributesUpdate · shopify.dev
  5. Attributes API · shopify.dev
  6. discountCodeBasicCreate · shopify.dev
  7. discountCodeBasicCreate · shopify.dev

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shopify Storefront API cartDiscountCodesUpdate discount codes checkout attribution URL parameters documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify checkout API deprecated Storefront Cart API discount codes Shopify Functions attribution parameters affiliate tracking
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1