Real ChatGPT answer · index seedDqmlA7NVOKQcompleteHome services and improvement · roofinginformational

What are the regional price differences for slate roof repair labor rates across major metropolitan areas in the United States right now?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the regional price differences for slate roof repair labor rates across major metropolitan areas in the United States right now?
3 real searches · 1 real-search pass
2026 slate roof repair labor cost hourly rates metropolitan areas United States regional pricingGoogle ↗
OBSERVEDShort fact
slate roof repair cost per slate labor cost 2026 United StatesGoogle ↗
OBSERVEDComparison
roofing contractor labor rates by city 2026 slate roofing repairGoogle ↗
OBSERVEDShort fact

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 fact67%Other / navigationalComparison33%ConsequenceReasonDefinitionInstructionYes / 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
2026 slate roof repair labor cost hourly rates metropolitan areas United States regional pricing Google ↗
slate roof repair cost per slate labor cost 2026 United States Google ↗
roofing contractor labor rates by city 2026 slate roofing repair Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 slate roof repair labor cost hourly rates metropolitan areas United States regional pricing
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
slate roof repair cost per slate labor cost 2026 United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
roofing contractor labor rates by city 2026 slate roofing repair
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1