Real ChatGPT answer · index seedpQ9tvJeqklgcompleteMarketing and advertising · AI search and generative engine optimizationbrand
How do marketing teams calculate the true ROI of investing in AI search optimization tools when traditional click-through rates are declining?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do marketing teams calculate the true ROI of investing in AI search optimization tools when traditional click-through rates are declining?
1 real search · 1 real-search pass
2025 AI search optimization ROI measurement AI referral traffic brand visibility incrementality marketing measurementGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2025 AI search optimization ROI measurement AI referral traffic brand visibility incrementality marketing measurement Google ↗
- How to determine AI visibility ROI and revenue impact · semrush.com
- How to Measure the ROI of AI Search Optimization (GEO ROI Framework 2026) · superlines.io
- AI search visibility ROI: How to measure what matters (& ignore what doesn’t) · blog.hubspot.com
- AI search visibility ROI: How to measure what matters (& ignore what doesn’t) · blog.hubspot.com