Real ChatGPT answer · index seedyaO0FJDIri8completeMarketing and advertising · AI search and generative engine optimizationcommercial
How should our enterprise content team structure schema markup and semantic HTML to maximize citation rates in Claude and ChatGPT summaries
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should our enterprise content team structure schema markup and semantic HTML to maximize citation rates in Claude and ChatGPT summaries
4 real searches · 1 real-search pass
OpenAI ChatGPT search crawler OAI-SearchBot publisher documentation citations website contentGoogle ↗
OBSERVEDOther / navigational
Anthropic Claude web search crawler documentation robots.txt citations website publishersGoogle ↗
OBSERVEDOther / navigational
Google Search Central structured data guidelines JSON-LD Article Organization FAQPage 2026Google ↗
OBSERVEDInstruction
AI search citations study schema markup structured data citations ChatGPT Claude semantic HTMLGoogle ↗
OBSERVEDInstruction
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
OpenAI ChatGPT search crawler OAI-SearchBot publisher documentation citations website content Google ↗
Anthropic Claude web search crawler documentation robots.txt citations website publishers Google ↗
Google Search Central structured data guidelines JSON-LD Article Organization FAQPage 2026 Google ↗
AI search citations study schema markup structured data citations ChatGPT Claude semantic HTML Google ↗
- Learn About Article Schema Markup | Google Search Central | Documentation | Google for Developers · developers.google.com
- General Structured Data Guidelines | Google Search Central | Documentation | Google for Developers · developers.google.com
- Learn About Article Schema Markup | Google Search Central | Documentation | Google for Developers · developers.google.com
- Overview of OpenAI Crawlers · developers.openai.com
- Does Anthropic crawl data from the web, and how can site owners block the crawler? · support.anthropic.com
- Publishers and Developers - FAQ · help.openai.com
- Schema Markup Didn't Move AI Citations In Ahrefs Test · searchenginejournal.com
- Schema Markup Fails to Lift AI Citations: Ahrefs Study · techwyse.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT search crawler OAI-SearchBot publisher documentation citations website content OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Anthropic Claude web search crawler documentation robots.txt citations website publishers OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central structured data guidelines JSON-LD Article Organization FAQPage 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AI search citations study schema markup structured data citations ChatGPT Claude semantic HTML OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |