Real ChatGPT answer · index seedc83VyrRGLVIcompleteHome services and improvement · appliancescommercial
Can you compare the long term reliability of Whirlpool versus GE refrigerators so I can make a smart purchase without overspending on unnecessary smart features
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the long term reliability of Whirlpool versus GE refrigerators so I can make a smart purchase without overspending on unnecessary smart features
1 real search · 1 real-search pass
Whirlpool vs GE refrigerator reliability repair rates long term 2025 2026 Consumer Reports Yale ApplianceGoogle ↗
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
Whirlpool vs GE refrigerator reliability repair rates long term 2025 2026 Consumer Reports Yale Appliance Google ↗
- 2025 U.S. Appliance Reliability & Service Study · jdpower.com
- J.D. Power 2025 U.S. Appliance Reliability Study · jdpower.com
- Most and Least Reliable Refrigerator Brands of 2025 · archive.is
- Most and Least Reliable Refrigerator Brands · consumerreports.org
- The Most Reliable Counter-Depth Refrigerators for 2026 · blog.yaleappliance.com
- What Influencers Get Wrong About Appliance Reliability in 2026: The Truth from 33,190 Service Calls · blog.yaleappliance.com