Real ChatGPT answer · index seed1ikk1piPhmwcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
What are the most budget friendly ways to optimize our blog content so ChatGPT actually cites us instead of our expensive competitors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most budget friendly ways to optimize our blog content so ChatGPT actually cites us instead of our expensive competitors?
3 real searches · 1 real-search pass
2026 generative engine optimization GEO research what makes websites cited by ChatGPT authoritative content citations studyGoogle ↗
OBSERVEDReason
OpenAI ChatGPT search crawler OAI-SearchBot publisher guidance citations websiteGoogle ↗
OBSERVEDOther / navigational
Google Search Central helpful reliable people first content structured data guidance AI searchGoogle ↗
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). 2 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
2026 generative engine optimization GEO research what makes websites cited by ChatGPT authoritative content citations study Google ↗
OpenAI ChatGPT search crawler OAI-SearchBot publisher guidance citations website Google ↗
Google Search Central helpful reliable people first content structured data guidance AI search Google ↗
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
- OpenAI's official crawler documentation · developers.openai.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- What Drives AI Citations? Content, Retrieval and Model Knowledge in Generative Engine Optimization (GEO) · arxiv.org
- GEO starts with the question, not the answer · axios.com
- Google Search Console · search.google.com
- Google Analytics · analytics.google.com
- Keyword Planner · ads.google.com
- Google Trends · trends.google.com
- Bing Webmaster Tools · bing.com
- What Gets Cited: Competitive GEO in AI Answer Engines · arxiv.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 generative engine optimization GEO research what makes websites cited by ChatGPT authoritative content citations study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
OpenAI ChatGPT search crawler OAI-SearchBot publisher guidance citations website OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central helpful reliable people first content structured data guidance AI search OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |