Real ChatGPT answer · index seedDtWzXNxRpIMcompleteMarketing and advertising · AI search and generative engine optimizationinformational
I am doing a digital marketing internship and need to explain generative engine citation methods to my boss tomorrow morning.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am doing a digital marketing internship and need to explain generative engine citation methods to my boss tomorrow morning.
3 real searches · 1 real-search pass
generative engine optimization citation methods research paper GEO citations source selection content strategies 2024 2025Google ↗
OBSERVEDReason
Google Search Central AI features content guidance AI Overviews citations helpful contentGoogle ↗
OBSERVEDOther / navigational
OpenAI ChatGPT search citations publishers sources documentationGoogle ↗
OBSERVEDOther / navigational
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
generative engine optimization citation methods research paper GEO citations source selection content strategies 2024 2025 Google ↗
Google Search Central AI features content guidance AI Overviews citations helpful content Google ↗
OpenAI ChatGPT search citations publishers sources documentation Google ↗
- Generative Engine Optimization: How to Dominate AI Search · arxiv.org
- GEO: Generative Engine Optimization | Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · doi.org
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Searching the web with ChatGPT · help.openai.com
- Web search · developers.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
generative engine optimization citation methods research paper GEO citations source selection content strategies 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search Central AI features content guidance AI Overviews citations helpful content OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI ChatGPT search citations publishers sources documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |