Real ChatGPT answer · index seedWTCxr6c4po8completeMarketing and advertising · content marketingbrand
How do I optimize our company case studies so they show up as direct answers when potential clients query ChatGPT?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I optimize our company case studies so they show up as direct answers when potential clients query ChatGPT?
3 real searches · 1 real-search pass
OpenAI ChatGPT search publishers OAI-SearchBot documentation website owners crawling citationsGoogle ↗
OBSERVEDOther / navigational
Google Search Central structured data case study article organization SEO helpful content documentationGoogle ↗
OBSERVEDOther / navigational
Generative engine optimization research citations content structure factual claims case studies 2025 2026Google ↗
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 (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
OpenAI ChatGPT search publishers OAI-SearchBot documentation website owners crawling citations Google ↗
Google Search Central structured data case study article organization SEO helpful content documentation Google ↗
Generative engine optimization research citations content structure factual claims case studies 2025 2026 Google ↗
- What Drives AI Citations? Content, Retrieval and Model Knowledge in Generative Engine Optimization (GEO) · arxiv.org
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
- Searching the web with ChatGPT · help.openai.com
- Learn About Article Schema Markup | Google Search Central | Documentation | Google for Developers · developers.google.com
- Intro to How Structured Data Markup Works | Google Search Central | Documentation | Google for Developers · developers.google.com
- Generative Engine Optimization: How to Dominate AI Search · arxiv.org
- Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) · arxiv.org
- GEO starts with the question, not the answer · axios.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT search publishers OAI-SearchBot documentation website owners crawling citations OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central structured data case study article organization SEO helpful content documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Generative engine optimization research citations content structure factual claims case studies 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |