Real ChatGPT answer · index seedI9CZkB8VrawcompleteHome services and improvement · appliancescomparison
Which brand of washing machine is least expensive to maintain and repair over a ten year period for a family of four living in Ohio
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which brand of washing machine is least expensive to maintain and repair over a ten year period for a family of four living in Ohio
1 real search · 1 real-search pass
washing machine brand reliability repair frequency repair cost ten year ownership Consumer Reports Yale Appliance 2025 2026Google ↗
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
washing machine brand reliability repair frequency repair cost ten year ownership Consumer Reports Yale Appliance 2025 2026 Google ↗
- Which Brands Make the Most Reliable Washing Machines? · consumerreports.org
- Most Reliable Top-Load and Front-Load Washers for 2026: Based on 33,190 Real Service Calls · blog.yaleappliance.com
- Should You Repair or Replace Your Broken Washing Machine? · consumerreports.org
- View washer · homedepot.com
- View washer · homedepot.com
- View washer · bestbuy.com