Real ChatGPT answer · index seedqRdtEsPyyWUcompleteReal estate · commercial real estateinformational

How can I estimate the lifespan and replacement costs of a built up roof on a fifty year old office building

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I estimate the lifespan and replacement costs of a built up roof on a fifty year old office building
2 real searches · 1 real-search pass
2026 commercial built-up roofing replacement cost per square foot New Jersey tear offGoogle ↗
OBSERVED
NRCA built-up roofing service life expected lifespan inspection moisture survey commercial roofGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 commercial built-up roofing replacement cost per square foot New Jersey tear off Google ↗
NRCA built-up roofing service life expected lifespan inspection moisture survey commercial roof Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 commercial built-up roofing replacement cost per square foot New Jersey tear off
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NRCA built-up roofing service life expected lifespan inspection moisture survey commercial roof
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1