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Why is my Shopify store showing zero referral traffic from social media campaigns and how do I get accurate attribution working?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why is my Shopify store showing zero referral traffic from social media campaigns and how do I get accurate attribution working?
3 real searches · 1 real-search pass
Shopify analytics UTM parameters social media referral traffic attribution official documentationGoogle ↗
OBSERVEDReason
Google Analytics 4 campaign URL builder UTM traffic source attribution documentationGoogle ↗
OBSERVEDInstruction
Shopify customer events pixels consent analytics tracking documentationGoogle ↗
OBSERVEDConsequence

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 (3)
Short factOther / navigationalComparisonConsequence33%Reason33%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Shopify analytics UTM parameters social media referral traffic attribution official documentation Google ↗
Google Analytics 4 campaign URL builder UTM traffic source attribution documentation Google ↗
Shopify customer events pixels consent analytics tracking documentation Google ↗
  1. URL builders: Collect campaign data with custom URLs · support.google.com
  2. UTM Parameters: How To Use UTM Tracking Links (2026) · shopify.com
  3. Shopify Help Center · help.shopify.com
  4. Shopify Help Center · help.shopify.com
  5. Shopify Help Center · help.shopify.com
  6. Shopify Help Center · help.shopify.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shopify analytics UTM parameters social media referral traffic attribution official documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Analytics 4 campaign URL builder UTM traffic source attribution documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Shopify customer events pixels consent analytics tracking documentation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1