Real ChatGPT answer · index seedQob5HCPqyNwcompleteMarketing and advertising · web analyticscommercial
Is it possible to measure email marketing return on investment accurately using free built-in tools instead of paying for expensive platforms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it possible to measure email marketing return on investment accurately using free built-in tools instead of paying for expensive platforms?
3 real searches · 1 real-search pass
Google Analytics 4 campaign URL builder UTM traffic attribution conversions documentationGoogle ↗
OBSERVEDInstruction
Google Analytics 4 ecommerce purchase revenue attribution reports documentationGoogle ↗
OBSERVEDInstruction
Google Sheets functions calculate ROI formula documentationGoogle ↗
OBSERVEDInstruction
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
Google Analytics 4 campaign URL builder UTM traffic attribution conversions documentation Google ↗
Google Analytics 4 ecommerce purchase revenue attribution reports documentation Google ↗
Google Sheets functions calculate ROI formula documentation Google ↗
- Open Google Analytics · analytics.google.com
- Open Google Sheets · sheets.google.com
- Open Campaign URL Builder · ga-dev-tools.google
- [GA4] Ecommerce purchases report · support.google.com
- [GA4] Set up ecommerce events · support.google.com
- URL builders: Collect campaign data with custom URLs · support.google.com
- Google Sheets function list · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Analytics 4 campaign URL builder UTM traffic attribution conversions documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Analytics 4 ecommerce purchase revenue attribution reports documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Sheets functions calculate ROI formula documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |