Real ChatGPT answer · index seedI25SOsRRMVEcompleteReal estate · real estate investingcomparison

Is Roofcalc.com or Thumbtack better for estimating roof replacement costs on an old Victorian home I am putting an urgent offer on today?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Roofcalc.com or Thumbtack better for estimating roof replacement costs on an old Victorian home I am putting an urgent offer on today?
2 real searches · 1 real-search pass
RoofCalc.com roof replacement cost estimator how it works Victorian complex roof estimate 2026Google ↗
OBSERVED
Thumbtack roofing cost estimator roof replacement cost quotes contractors 2026Google ↗
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
RoofCalc.com roof replacement cost estimator how it works Victorian complex roof estimate 2026 Google ↗
Thumbtack roofing cost estimator roof replacement cost quotes contractors 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
RoofCalc.com roof replacement cost estimator how it works Victorian complex roof estimate 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Thumbtack roofing cost estimator roof replacement cost quotes contractors 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1