Real ChatGPT answer · index seed4vgD3zztueYcompleteReal estate · home inspectionscomparison

Compare roof shingle damage assessment tools like a moisture meter versus a simple mallet tap for an asphalt shingle roof.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare roof shingle damage assessment tools like a moisture meter versus a simple mallet tap for an asphalt shingle roof.
1 real search · 1 real-search pass
asphalt shingle roof inspection moisture meter roof sheathing moisture measurement limitations mallet tap test roofingGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
asphalt shingle roof inspection moisture meter roof sheathing moisture measurement limitations mallet tap test roofing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
asphalt shingle roof inspection moisture meter roof sheathing moisture measurement limitations mallet tap test roofing
OBSERVED
Google ↗
AI Mode ↗
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