Real ChatGPT answer · index seedu0bz0NI0ZuIcompleteHome services and improvement · contractors and remodelinglocal
I need to find a reliable contractor in Manhattan to remodel my galley kitchen without moving the plumbing lines
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to find a reliable contractor in Manhattan to remodel my galley kitchen without moving the plumbing lines
4 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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
reliable licensed kitchen remodeling contractors Manhattan NYC reviews co-op condo kitchen renovation Google ↗
kitchen remodeling contractors Google ↗
galley kitchen renovation Google ↗
licensed kitchen contractors Google ↗
- Manhattan Renovation & General Contractor · mcgcorp.us
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
reliable licensed kitchen remodeling contractors Manhattan NYC reviews co-op condo kitchen renovation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
kitchen remodeling contractors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
galley kitchen renovation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
licensed kitchen contractors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |