Real ChatGPT answer · index seedmDE7Fon9ZEUcompleteMarketing and advertising · web analyticscommercial
What are the best practices and recommended tools for setting up e-commerce enhanced measurement to track custom refund lifecycles in GA4?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices and recommended tools for setting up e-commerce enhanced measurement to track custom refund lifecycles in GA4?
2 real searches · 1 real-search pass
GA4 ecommerce refund event recommended parameters transaction_id items value currency documentation GTM server-side tagging BigQuery exportGoogle ↗
OBSERVEDInstruction
Google Analytics 4 enhanced measurement ecommerce refund custom events lifecycle best practices official documentationGoogle ↗
OBSERVEDComparison
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 ecommerce refund event recommended parameters transaction_id items value currency documentation GTM server-side tagging BigQuery export Google ↗
Google Analytics 4 enhanced measurement ecommerce refund custom events lifecycle best practices official documentation Google ↗
- Measure ecommerce | Google Analytics | Google for Developers · developers.google.com
- Recommended events | Google Analytics | Google for Developers · developers.google.com
- [GA4] Set up ecommerce events · support.google.com
- GTM · tagmanager.google.com
- GA4 · analytics.google.com
- DebugView documentation · support.google.com
- BigQuery · cloud.google.com
- GA4 BigQuery export · support.google.com
- Server-side tagging documentation · developers.google.com
- Measurement Protocol documentation · developers.google.com
- Recommended events | Google Analytics | Google for Developers · developers.google.com
- Measure ecommerce | Google Analytics | Google for Developers · developers.google.com
- Google: BigQuery export · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GA4 ecommerce refund event recommended parameters transaction_id items value currency documentation GTM server-side tagging BigQuery export OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Analytics 4 enhanced measurement ecommerce refund custom events lifecycle best practices official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |