Real ChatGPT answer · index seedycwwP0tibNwcompleteMarketing and advertising · ad platformscomparison
We have to present a customer lifetime value report to the executive team in three hours, so which attribution model should I use in Google Analytics 4 versus Meta to justify our current ad spend?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We have to present a customer lifetime value report to the executive team in three hours, so which attribution model should I use in Google Analytics 4 versus Meta to justify our current ad spend?
2 real searches · 1 real-search pass
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
Google Analytics 4 data-driven attribution model reporting attribution settings official documentation 2026 Google ↗
Meta Ads attribution setting 7-day click 1-day view attribution official documentation 2026 Google ↗
- Change the reporting attribution model for key events · support.google.com
- Get started with attribution · support.google.com
- Select attribution settings · support.google.com
- A Complete Guide to Meta Ads Attribution · jonloomer.com
- How the Attribution Setting Works · jonloomer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Analytics 4 data-driven attribution model reporting attribution settings official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Meta Ads attribution setting 7-day click 1-day view attribution official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |