Real ChatGPT answer · index seed9R9jcddjQqMcompleteConsumer electronics · smart home deviceslocal

Is there a local service in the Austin area that sets up voice-controlled lighting for beginners?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is there a local service in the Austin area that sets up voice-controlled lighting for beginners?
1 real search · 1 real-search pass
Austin TX smart home installer voice controlled lighting setup beginner Google Alexa lighting installationGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Austin TX smart home installer voice controlled lighting setup beginner Google Alexa lighting installation Google ↗
  1. ATX Smart Homes · atxsmarthomes.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Austin TX smart home installer voice controlled lighting setup beginner Google Alexa lighting installation
OBSERVED
Google ↗
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