Real ChatGPT answer · index seedjxdojVBeHc0completeHome services and improvement · appliancescomparison
Are LG refrigerators more reliable than Whirlpool ones based on repair technician statistics from this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are LG refrigerators more reliable than Whirlpool ones based on repair technician statistics from this year?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 refrigerator reliability repair technician survey LG Whirlpool service rates Yale Appliance 2026 Google ↗
2026 appliance repair technicians refrigerator brand reliability statistics LG Whirlpool service calls Google ↗
- The Most Reliable Counter-Depth Refrigerators for 2026 · blog.yaleappliance.com
- 2025 U.S. Appliance Reliability & Service Study · jdpower.com
- J.D. Power 2025 U.S. Appliance Reliability Study · jdpower.com
- U.S. Appliance Reliability Service Study · jdpower.com
- Most and Least Reliable Refrigerator Brands · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 refrigerator reliability repair technician survey LG Whirlpool service rates Yale Appliance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 appliance repair technicians refrigerator brand reliability statistics LG Whirlpool service calls OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |