Real ChatGPT answer · index seedteAlcH38QvIcompleteHome services and improvement · contractors and remodelinglocal

What is the average contractor markup on finish materials and subcontractor labor for bathroom remodeling in the greater Philadelphia suburbs

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average contractor markup on finish materials and subcontractor labor for bathroom remodeling in the greater Philadelphia suburbs
2 real searches · 1 real-search pass
Philadelphia suburbs bathroom remodeling contractor markup materials subcontractor labor typical markup 2026Google ↗
OBSERVEDComparison
remodeling contractor markup materials subcontractors industry standard 2025 2026Google ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Philadelphia suburbs bathroom remodeling contractor markup materials subcontractor labor typical markup 2026 Google ↗
remodeling contractor markup materials subcontractors industry standard 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Philadelphia suburbs bathroom remodeling contractor markup materials subcontractor labor typical markup 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
remodeling contractor markup materials subcontractors industry standard 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1