Real ChatGPT answer · index seedG14qclJQ2mUcompleteHome services and improvement · contractors and remodelingbrand
Where can I find reliable reviews of local contractors who specialize in room addition projects without relying solely on paid recommendation sites.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find reliable reviews of local contractors who specialize in room addition projects without relying solely on paid recommendation sites.
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
ChatGPT2 real searches · gpt-6
Illinois verify home improvement contractor registration license complaints consumer protection room addition contractor Cook County Google ↗
Hickory Hills Illinois building permits contractor room addition inspections homeowner Google ↗
- Explore Chicago contractor ratings · checkbook.org
- How to Check Out Contractors · checkbook.org
- HOME REPAIR AND CONSTRUCTION: · illinoisattorneygeneral.gov
- Building and Zoning Contractor Registration · cookcountyil.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Illinois verify home improvement contractor registration license complaints consumer protection room addition contractor Cook County OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Hickory Hills Illinois building permits contractor room addition inspections homeowner OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |