Real ChatGPT answer · index seedpPs15xExNeMcompleteHome services and improvement · appliancescomparison
Between Whirlpool and LG which brand makes the most reliable refrigerators according to recent repair technicians
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Whirlpool and LG which brand makes the most reliable refrigerators according to recent repair technicians
3 real searches · 1 real-search pass
Whirlpool vs LG refrigerator reliability repair technicians 2025 service technicians repair rates compressors parts availabilityGoogle ↗
OBSERVEDComparison
refrigerator brands repair technicians recommend Whirlpool LG reliability technicians surveyGoogle ↗
OBSERVEDReason
Yale Appliance refrigerator reliability service rate LG Whirlpool 2025Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Whirlpool vs LG refrigerator reliability repair technicians 2025 service technicians repair rates compressors parts availability Google ↗
refrigerator brands repair technicians recommend Whirlpool LG reliability technicians survey Google ↗
Yale Appliance refrigerator reliability service rate LG Whirlpool 2025 Google ↗
- LG vs. Whirlpool Refrigerators (8 Key Differences) · prudentreviews.com
- 2025 U.S. Appliance Reliability & Service Study · jdpower.com
- The Most Reliable Counter-Depth Refrigerators for 2026 · blog.yaleappliance.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Whirlpool vs LG refrigerator reliability repair technicians 2025 service technicians repair rates compressors parts availability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
refrigerator brands repair technicians recommend Whirlpool LG reliability technicians survey OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Yale Appliance refrigerator reliability service rate LG Whirlpool 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |