Real ChatGPT answer · index seedVZTgxUZTxFAcompleteConsumer electronics · smart home devicescommercial
What is the most cost effective way to automate my living room lighting using cheap smart bulbs and an existing Amazon Echo Dot?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost effective way to automate my living room lighting using cheap smart bulbs and an existing Amazon Echo Dot?
1 real search · 1 real-search pass
Amazon Echo Dot smart bulb compatibility Wi-Fi Matter Alexa setup 2026 budget bulbsGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Amazon Echo Dot smart bulb compatibility Wi-Fi Matter Alexa setup 2026 budget bulbs Google ↗
- View product · walmart.com
- View product · homedepot.com
- View product · us.govee.com
- Connect Smart Light Bulb to Alexa · digprjsurvey.amazon.co.uk
- Connect Your Device to Alexa with Matter · developer.amazon.com