Real ChatGPT answer · index seedjy1TB4J3iBMcompleteHome services and improvement · contractors and remodelinghowto
We need to find a licensed general contractor in Chicago today who is certified for emergency structural repairs because part of our load-bearing kitchen wall is sagging after a minor plumbing leak.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to find a licensed general contractor in Chicago today who is certified for emergency structural repairs because part of our load-bearing kitchen wall is sagging after a minor plumbing leak.
5 real searches · 1 real-search pass
Chicago emergency structural repair contractor licensed general contractor 24/7 sagging load bearing wall 2026Google ↗
OBSERVEDReason
emergency structural repair contractorsGoogle ↗
OBSERVEDComparison
structural stabilizationGoogle ↗
OBSERVEDReason
licensed general contractors structural damageGoogle ↗
OBSERVEDConsequence
emergency water damage structural repairGoogle ↗
OBSERVEDConsequence
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 (5)
Classes come from the query-classifier (a local Laya model). 4 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
Chicago emergency structural repair contractor licensed general contractor 24/7 sagging load bearing wall 2026 Google ↗
emergency structural repair contractors Google ↗
structural stabilization Google ↗
licensed general contractors structural damage Google ↗
emergency water damage structural repair Google ↗
- City of Chicago :: Trade Licensing · chicago.gov
- City of Chicago :: General Contractor License · chicago.gov
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Chicago emergency structural repair contractor licensed general contractor 24/7 sagging load bearing wall 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
emergency structural repair contractors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
structural stabilization OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
licensed general contractors structural damage OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
emergency water damage structural repair OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |