Real ChatGPT answer · index seedTNuBSdncnV8completeMarketing and advertising · influencer marketinginformational

How can we troubleshoot discrepancies between our affiliate tracking software and Shopify when monitoring creator sales link conversions?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can we troubleshoot discrepancies between our affiliate tracking software and Shopify when monitoring creator sales link conversions?
2 real searches · 1 real-search pass
Shopify official documentation conversion tracking customer events checkout pixels attribution orders refunds analytics discrepancies affiliate trackingGoogle ↗
OBSERVEDReason
Shopify help center order attribution sales reports marketing attribution UTM parameters cookies checkout extensibility pixelsGoogle ↗
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 / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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 official documentation conversion tracking customer events checkout pixels attribution orders refunds analytics discrepancies affiliate tracking Google ↗
Shopify help center order attribution sales reports marketing attribution UTM parameters cookies checkout extensibility pixels Google ↗
  1. Shopify Help Center · help.shopify.com
  2. Shopify Help Center · help.shopify.com
  3. Shopify Help Center · help.shopify.com
  4. Shopify Help Center · help.shopify.com
  5. Shopify Help Center · help.shopify.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shopify official documentation conversion tracking customer events checkout pixels attribution orders refunds analytics discrepancies affiliate tracking
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Shopify help center order attribution sales reports marketing attribution UTM parameters cookies checkout extensibility pixels
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1