Real ChatGPT answer · index seed2I43O4AHWJscompleteHome services and improvement · roofingcomparison

What are the differences between a full tear-off and a roof overlay when calculating the total cost and time for a project?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the differences between a full tear-off and a roof overlay when calculating the total cost and time for a project?
1 real search · 1 real-search pass
full roof tear off vs overlay cost labor time building code asphalt shingles decking inspection guidanceGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
full roof tear off vs overlay cost labor time building code asphalt shingles decking inspection guidance Google ↗
  1. Asphalt Roofing Manufacturers Association · asphaltroofing.org
  2. Guidelines for asphalt shingle roofing · independencemo.gov
  3. ASPHALT SHINGLE · trfmn.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
full roof tear off vs overlay cost labor time building code asphalt shingles decking inspection guidance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1