Real ChatGPT answer · index seedwXIExFlbNd8completeMarketing and advertising · content marketinghowto
What are the exact steps to format an existing long form whitepaper so it ranks better in ChatGPT search and generative engine results today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the exact steps to format an existing long form whitepaper so it ranks better in ChatGPT search and generative engine results today?
3 real searches · 1 real-search pass
2026 current official guidance OpenAI ChatGPT search publishers crawler OAI-SearchBot robots.txt content indexing citationsGoogle ↗
OBSERVEDOther / navigational
Google Search Central AI features guidance content eligibility AI Overviews structured data SEO documentation 2026Google ↗
OBSERVEDOther / navigational
Microsoft Bing Webmaster generative search AI citations content guidance IndexNow 2026Google ↗
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
2026 current official guidance OpenAI ChatGPT search publishers crawler OAI-SearchBot robots.txt content indexing citations Google ↗
Google Search Central AI features guidance content eligibility AI Overviews structured data SEO documentation 2026 Google ↗
Microsoft Bing Webmaster generative search AI citations content guidance IndexNow 2026 Google ↗
- Latest Google Search Documentation Updates | Google Search Central | What's new | Google for Developers · developers.google.com
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · site-6b6799fc73d1.proxynsfw.com
- Overview of OpenAI Crawlers · developers.openai.com
- Searching the web with ChatGPT · help.openai.com
- OpenAI crawler documentation · developers.openai.com
- Rich Results Test · search.google.com
- Schema Markup Validator · validator.schema.org
- AI Performance · bing.com
- Help · bing.com
- Bing Webmaster Tools · bing.com
- Google AI search guidance · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current official guidance OpenAI ChatGPT search publishers crawler OAI-SearchBot robots.txt content indexing citations OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central AI features guidance content eligibility AI Overviews structured data SEO documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Microsoft Bing Webmaster generative search AI citations content guidance IndexNow 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |