Real ChatGPT answer · index seedLs3FSa2wFkQcompleteHome services and improvement · contractors and remodelingcomparison

What do recent Angi cost guides say about hiring a general contractor versus managing subcontractors myself for a small office renovation?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent Angi cost guides say about hiring a general contractor versus managing subcontractors myself for a small office renovation?
3 real searches · 1 real-search pass
Angi general contractor cost guide 2026 general contractor fees subcontractor costs office renovationGoogle ↗
OBSERVEDShort fact
site:angi.com/articles general contractor cost how much does general contractor cost 2025 2026 subcontractor markupGoogle ↗
OBSERVEDOther / navigational
site:angi.com/articles cost to remodel office commercial renovation cost guideGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short fact33%Other / navigational67%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Angi general contractor cost guide 2026 general contractor fees subcontractor costs office renovation Google ↗
site:angi.com/articles general contractor cost how much does general contractor cost 2025 2026 subcontractor markup Google ↗
site:angi.com/articles cost to remodel office commercial renovation cost guide Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Angi general contractor cost guide 2026 general contractor fees subcontractor costs office renovation
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
site:angi.com/articles general contractor cost how much does general contractor cost 2025 2026 subcontractor markup
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:angi.com/articles cost to remodel office commercial renovation cost guide
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1