How do voice search queries differ from regular Google searches when someone is looking for a dentist in Austin right now
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do voice search queries differ from regular Google searches when someone is looking for a dentist in Austin right now
2 real searches · 1 real-search pass
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 voice search local queries natural language local results documentation Google ↗
Google Search voice queries natural language local search near me dentist local intent guidance Google ↗
- Use Google Voice Search - Android phone & tablet · support.google.com
- Understand & manage your location when you search on Google - Android · support.google.com
- Why your Google Search results differ from others · support.google.com
- Learn search tips & how results relate to your search on Google · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search voice search local queries natural language local results documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search voice queries natural language local search near me dentist local intent guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |