My husband and I are looking to buy a new TV for our bedroom and we want to know if Sony has a better reputation for reliability than Vizio right now.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are looking to buy a new TV for our bedroom and we want to know if Sony has a better reputation for reliability than Vizio right now.
1 real search · 1 real-search pass
Sony vs Vizio TV reliability 2026 Consumer Reports repair rates owner satisfaction reliabilityGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
Sony vs Vizio TV reliability 2026 Consumer Reports repair rates owner satisfaction reliability Google ↗
- 2026 America’s Most Trusted® Television · lifestoryresearch.com
- Hisense & Vizio TVs Lose CR Recommendation · consumerreports.org
- Vizio TV Report Card 2026: 'Vizio is still finding its footing post-Walmart acquisition' · tomsguide.com
- The Best Vizio TV of 2026: Reviews · rtings.com