Real ChatGPT answer · index seedxeyPruMsM6IcompleteMarketing and advertising · AI search and generative engine optimizationlocal

How do I track if users coming from ChatGPT are actually converting on my e-commerce store without paying for enterprise tools

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I track if users coming from ChatGPT are actually converting on my e-commerce store without paying for enterprise tools
2 real searches · 1 real-search pass
Google Analytics 4 traffic acquisition session source medium referral tracking ecommerce purchases official documentation ChatGPT referral traffic attributionGoogle ↗
OBSERVEDConsequence
Shopify analytics marketing attribution conversion reports sessions sales by referrer official documentationGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequence50%Reason50%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
Google Analytics 4 traffic acquisition session source medium referral tracking ecommerce purchases official documentation ChatGPT referral traffic attribution Google ↗
Shopify analytics marketing attribution conversion reports sessions sales by referrer official documentation Google ↗
  1. Scopes of traffic-source dimensions · support.google.com
  2. Shopify Help Center · help.shopify.com
  3. Shopify Help Center · help.shopify.com
  4. Open Google Analytics · analytics.google.com
  5. Open Tag Manager · tagmanager.google.com
  6. Open Looker Studio · lookerstudio.google.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Analytics 4 traffic acquisition session source medium referral tracking ecommerce purchases official documentation ChatGPT referral traffic attribution
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Shopify analytics marketing attribution conversion reports sessions sales by referrer official documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1