Real ChatGPT answer · index seedATulkgbAClMcompleteMarketing and advertising · AI search and generative engine optimizationhowto
What simple steps can a beginner take to measure the ROI of generative engine optimization compared to standard Google search marketing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What simple steps can a beginner take to measure the ROI of generative engine optimization compared to standard Google search marketing?
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
generative engine optimization measurement ROI AI referral traffic GA4 tracking best practices 2026 Google ↗
Google Analytics 4 traffic acquisition session source medium documentation Search Console performance report documentation Google ↗
- Open Google Analytics · analytics.google.com
- [GA4] Traffic acquisition report - Computer · support.google.com
- How to Measure the ROI of AI Search Visibility (2026) · measure.co
- How to track AI referral traffic in GA4 · searcheye.io
- official measurement guide · developers.google.com
- [GA4] Traffic acquisition report - Computer · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
generative engine optimization measurement ROI AI referral traffic GA4 tracking best practices 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Google Analytics 4 traffic acquisition session source medium documentation Search Console performance report documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |