Real ChatGPT answer · index seed5QxAM3yxEmccompleteMarketing and advertising · web analyticsinformational
How do I troubleshoot discrepancies between GA4 purchase events and Shopify backend revenue data when UTM parameters are getting stripped by redirects
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I troubleshoot discrepancies between GA4 purchase events and Shopify backend revenue data when UTM parameters are getting stripped by redirects
2 real searches · 1 real-search pass
GA4 purchase event ecommerce transaction_id attribution session campaign parameters redirects documentation Shopify customer events checkout pixel UTM parametersGoogle ↗
OBSERVEDReason
Shopify analytics GA4 purchase tracking duplicate purchase events transaction_id 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)
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
GA4 purchase event ecommerce transaction_id attribution session campaign parameters redirects documentation Shopify customer events checkout pixel UTM parameters Google ↗
Shopify analytics GA4 purchase tracking duplicate purchase events transaction_id official documentation Google ↗
- Scopes of traffic-source dimensions · support.google.com
- UTM Parameters: How To Use UTM Tracking Links (2026) · shopify.com
- Measure ecommerce | Google Analytics | Google for Developers · developers.google.com
- Recommended events | Google Analytics | Google for Developers · developers.google.com
- Minimize duplicate key events with transaction IDs · support.google.com
- Shopify Help Center · help.shopify.com
- [GA4] Set up ecommerce events · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GA4 purchase event ecommerce transaction_id attribution session campaign parameters redirects documentation Shopify customer events checkout pixel UTM parameters OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Shopify analytics GA4 purchase tracking duplicate purchase events transaction_id official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |