Real ChatGPT answer · index seedF2twhk9gP7EcompleteMarketing and advertising · web analyticscommercial
I need a step by step guide to fixing attribution gaps in Shopify so I can finally trust the return on ad spend numbers in my dashboard.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a step by step guide to fixing attribution gaps in Shopify so I can finally trust the return on ad spend numbers in my dashboard.
3 real searches · 1 real-search pass
Shopify help center customer events pixels checkout extensibility attribution UTM parameters sales attribution reports Meta pixel Conversions API Google Ads enhanced conversions 2026Google ↗
OBSERVEDConsequence
Meta Business Help Center Shopify Conversions API pixel deduplication event_id officialGoogle ↗
OBSERVEDInstruction
Google Ads help Shopify conversion tracking enhanced conversions officialGoogle ↗
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 (3)
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 help center customer events pixels checkout extensibility attribution UTM parameters sales attribution reports Meta pixel Conversions API Google Ads enhanced conversions 2026 Google ↗
Meta Business Help Center Shopify Conversions API pixel deduplication event_id official Google ↗
Google Ads help Shopify conversion tracking enhanced conversions official Google ↗
- Shopify Help Center · help.shopify.com
- Shopify Help Center · help.shopify.com
- Shopify Help Center · help.shopify.com
- Shopify Help Center · help.shopify.com
- Meta Pixel: Setup Guide for Facebook Ads (2026) · shopify.com
- Set up conversion tracking with the Google & YouTube app on Shopify · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Shopify help center customer events pixels checkout extensibility attribution UTM parameters sales attribution reports Meta pixel Conversions API Google Ads enhanced conversions 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Meta Business Help Center Shopify Conversions API pixel deduplication event_id official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Ads help Shopify conversion tracking enhanced conversions official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |