Real ChatGPT answer · index seed7LMULEqCtYwcompleteHome services and improvement · roofinglocal

What is the going rate for installing heavy-duty ice and water shield on commercial low-slope roofs in the greater Philadelphia area

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the going rate for installing heavy-duty ice and water shield on commercial low-slope roofs in the greater Philadelphia area
3 real searches · 1 real-search pass
2026 Philadelphia commercial roofing ice and water shield installation cost per square foot labor material low slope roofGoogle ↗
OBSERVEDComparison
Philadelphia commercial roofing contractor ice and water shield peel and stick membrane installation pricingGoogle ↗
OBSERVEDComparison
commercial low slope roof self-adhered underlayment installation cost per square foot 2026Google ↗
OBSERVEDShort fact

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 (3)
Short fact33%Other / navigationalComparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 Philadelphia commercial roofing ice and water shield installation cost per square foot labor material low slope roof Google ↗
Philadelphia commercial roofing contractor ice and water shield peel and stick membrane installation pricing Google ↗
commercial low slope roof self-adhered underlayment installation cost per square foot 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Philadelphia commercial roofing ice and water shield installation cost per square foot labor material low slope roof
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Philadelphia commercial roofing contractor ice and water shield peel and stick membrane installation pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
commercial low slope roof self-adhered underlayment installation cost per square foot 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1