Real ChatGPT answer · index seed0F6Xua83adMcompleteHome services and improvement · plumbinginformational
Is it worth stocking the newest electronic toilet fill valves on our service trucks, or do traditional Fluidmaster models still have fewer callbacks based on recent trade data?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth stocking the newest electronic toilet fill valves on our service trucks, or do traditional Fluidmaster models still have fewer callbacks based on recent trade data?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 plumbing trade data toilet electronic fill valves callback rates Fluidmaster reliability newest electronic toilet fill valve OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
electronic toilet fill valve products smart fill valve plumber reviews 2025 2026 Fluidmaster OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |