Real ChatGPT answer · index seedPu5C5hwSn3kcompleteMarketing and advertising · AI search and generative engine optimizationinformational
How should I update my content marketing budget this quarter to account for the rise of zero-click searches and AI answer engines?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I update my content marketing budget this quarter to account for the rise of zero-click searches and AI answer engines?
1 real search · 1 real-search pass
2026 zero-click search AI Overviews organic traffic publisher study content marketing AI search visibility 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
2026 zero-click search AI Overviews organic traffic publisher study content marketing AI search visibility measurement Google ↗
- The Impact of Google AI Overviews on Publisher Traffic and User Experience: Evidence from a Field Experiment by Saharsh Agarwal, Ananya Sen :: SSRN · papers.ssrn.com
- Study Confirms Google AI Overviews Cut Organic Clicks 38% · searchenginejournal.com
- GEO starts with the question, not the answer · axios.com