Real ChatGPT answer · index seed0syk1WYQGykcompleteHome services and improvement · contractors and remodelingcommercial

How do I find a reliable general contractor in my area who specializes in historic home renovations and kitchen expansions?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I find a reliable general contractor in my area who specializes in historic home renovations and kitchen expansions?
1 real search · 1 real-search pass
New York City historic home renovation contractors kitchen expansion historic preservation general contractor recommendationsGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
New York City historic home renovation contractors kitchen expansion historic preservation general contractor recommendations Google ↗
  1. Company website · archibuildersnyc.com
  2. Company website · allrenovationconstruction.com
  3. Company website · rebuildworkshop.com
  4. Home Improvement Contractor License Check · NYC311 · portal.311.nyc.gov
  5. Performing Work on a Landmarked Property · nyc-business.nyc.gov
  6. Permits and Making Alterations · nyc.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New York City historic home renovation contractors kitchen expansion historic preservation general contractor recommendations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1