Real ChatGPT answer · index seedTvE9yQTZmAUcompleteMarketing and advertising · local marketingcommercial
How does schema markup for voice search queries differ from traditional local SEO keyword targeting for HVAC contractors
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does schema markup for voice search queries differ from traditional local SEO keyword targeting for HVAC contractors
2 real searches · 1 real-search pass
Google Search Central structured data LocalBusiness FAQPage speakable voice search documentation HVAC schema markupGoogle ↗
OBSERVEDOther / navigational
Google Search Central structured data LocalBusiness FAQPage HowTo schema voice search structured data guidelines HVAC local SEOGoogle ↗
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). 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 LocalBusiness FAQPage speakable voice search documentation HVAC schema markup Google ↗
Google Search Central structured data LocalBusiness FAQPage HowTo schema voice search structured data guidelines HVAC local SEO Google ↗
- Speakable (BETA) Schema Markup | Google Search Central | Documentation | Google for Developers · developers.google.com
- Local Business (LocalBusiness) Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Structured data with schema for search and AI · yoast.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 LocalBusiness FAQPage speakable voice search documentation HVAC schema markup OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central structured data LocalBusiness FAQPage HowTo schema voice search structured data guidelines HVAC local SEO OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |