Real ChatGPT answer · index seedThVLg5gc2RscompleteMarketing and advertising · AI search and generative engine optimizationinformational
What kind of content depth and formatting do modern LLMs prefer when they summarize how-to guides for home service contractors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of content depth and formatting do modern LLMs prefer when they summarize how-to guides for home service contractors?
2 real searches · 1 real-search pass
LLM-friendly content structure how-to guides summarization headings lists tables structured content Google Search Central helpful content AIGoogle ↗
OBSERVEDInstruction
OpenAI guidance writing clear structured documentation headings lists technical instructions summarizationGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
LLM-friendly content structure how-to guides summarization headings lists tables structured content Google Search Central helpful content AI Google ↗
OpenAI guidance writing clear structured documentation headings lists technical instructions summarization Google ↗
- What makes documentation good · 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
- Prompt engineering · developers.openai.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LLM-friendly content structure how-to guides summarization headings lists tables structured content Google Search Central helpful content AI OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OpenAI guidance writing clear structured documentation headings lists technical instructions summarization OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |