Real ChatGPT answer · index seedRgqK5ZHW1AkcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
how do I structure our technical documentation using schema markup so large language models actually cite our B2B SaaS company as a primary source
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do I structure our technical documentation using schema markup so large language models actually cite our B2B SaaS company as a primary source
2 real searches · 1 real-search pass
Google Search Central structured data documentation Article TechArticle SoftwareApplication Organization schema markup documentation Schema.orgGoogle ↗
OBSERVEDOther / navigational
LLM search citations technical documentation structured data AI crawlers primary sources citation research official 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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Search Central structured data documentation Article TechArticle SoftwareApplication Organization schema markup documentation Schema.org Google ↗
LLM search citations technical documentation structured data AI crawlers primary sources citation research official documentation Google ↗
- Organization Schema Markup | Google Search Central | Documentation | Google for Developers · developers.google.com
- Software App (SoftwareApplication) Schema | Google Search Central | Documentation | Google for Developers · developers.google.com
- SoftwareApplication · schema.org
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
- Does Anthropic crawl data from the web, and how can site owners block the crawler? · support.claude.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central structured data documentation Article TechArticle SoftwareApplication Organization schema markup documentation Schema.org OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LLM search citations technical documentation structured data AI crawlers primary sources citation research official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |