Real ChatGPT answer · index seedxvxwpQTlFfMcompleteHome services and improvement · roofinghowto

What is the current average cost of architectural shingles per bundle and labor rates for roof replacement in the Midwest this year

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 current average cost of architectural shingles per bundle and labor rates for roof replacement in the Midwest this year
2 real searches · 1 real-search pass
2026 Midwest architectural asphalt shingles cost per bundle roofing labor cost per square roof replacement MidwestGoogle ↗
OBSERVEDShort fact
2026 architectural shingles bundle price 2026 Home Depot Lowe's Midwest roofing labor cost per squareGoogle ↗
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 fact50%Other / navigationalComparison50%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
2026 Midwest architectural asphalt shingles cost per bundle roofing labor cost per square roof replacement Midwest Google ↗
2026 architectural shingles bundle price 2026 Home Depot Lowe's Midwest roofing labor cost per square Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Midwest architectural asphalt shingles cost per bundle roofing labor cost per square roof replacement Midwest
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
2026 architectural shingles bundle price 2026 Home Depot Lowe's Midwest roofing labor cost per square
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1