Real ChatGPT answer · index seedpvaf9yS9X5scompleteHome services and improvement · appliancescommercial
Which budget refrigerator brands have the fewest compressor failures according to recent consumer reports and repair technician reviews
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which budget refrigerator brands have the fewest compressor failures according to recent consumer reports and repair technician reviews
1 real search · 1 real-search pass
2025 2026 refrigerator reliability compressor failures Consumer Reports repair technicians Yale Appliance service rates budget brands LG Whirlpool GE FrigidaireGoogle ↗
OBSERVEDReason
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
2025 2026 refrigerator reliability compressor failures Consumer Reports repair technicians Yale Appliance service rates budget brands LG Whirlpool GE Frigidaire Google ↗
- Most and Least Reliable Refrigerator Brands · consumerreports.org
- Most and Least Reliable Refrigerator Brands of 2026 · archive.ph
- What Breaks by Brand: Data From 18,670 Repairs · bozmanfix.com
- Most and Least Reliable Refrigerator Brands of 2025 · archive.is
- 2025 U.S. Appliance Reliability & Service Study · jdpower.com
- LG Compressor Class-Action Lawsuit 2024: Do LG Compressors Fail? · blog.yaleappliance.com
Queries
1 queries · click a column to sort