What are the main complaints about cheap smart home hubs on Amazon when trying to automate lights to lower electric bills?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main complaints about cheap smart home hubs on Amazon when trying to automate lights to lower electric bills?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Amazon reviews cheap smart home hubs complaints connectivity reliability light automation Tuya Smart Life Zigbee hub OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
cheap smart home hub user reviews complaints automations lights schedules Alexa Zigbee Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |