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?

ChatGPTgpt-62 queries11/1/2026
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
2026 refrigerator reliability repair technician survey LG Whirlpool service rates Yale Appliance 2026Google ↗
OBSERVED
2026 appliance repair technicians refrigerator brand reliability statistics LG Whirlpool service callsGoogle ↗
OBSERVED

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 ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓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