Real ChatGPT answer · index seedxGuXsc8O6tMcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
I need to brief my web developer in one hour on how to implement semantic HTML and schema for better AI search visibility.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to brief my web developer in one hour on how to implement semantic HTML and schema for better AI search visibility.
4 real searches · 1 real-search pass
Google Search Central AI features website guidance structured data helpful content crawling AI Overviews 2026Google ↗
OBSERVEDOther / navigational
Google Search Central structured data introduction supported structured data types JSON-LD guidelinesGoogle ↗
OBSERVEDInstruction
Schema.org Organization WebSite Article Service Product FAQPage documentationGoogle ↗
OBSERVEDOther / navigational
Microsoft Bing Webmaster Guidelines structured data semantic HTML AI search visibilityGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 2 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
Google Search Central AI features website guidance structured data helpful content crawling AI Overviews 2026 Google ↗
Google Search Central structured data introduction supported structured data types JSON-LD guidelines Google ↗
Schema.org Organization WebSite Article Service Product FAQPage documentation Google ↗
Microsoft Bing Webmaster Guidelines structured data semantic HTML AI search visibility Google ↗
- Intro to How Structured Data Markup Works | 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
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Open Rich Results Test · search.google.com
- Open Schema Validator · validator.schema.org
- Open Search Console · search.google.com
- Open Bing Webmaster Tools · bing.com
- Marking Up Your Site with Structured Data · bing.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central AI features website guidance structured data helpful content crawling AI Overviews 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central structured data introduction supported structured data types JSON-LD guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Schema.org Organization WebSite Article Service Product FAQPage documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Microsoft Bing Webmaster Guidelines structured data semantic HTML AI search visibility OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |