Real ChatGPT answer · index seedyBZgpTlMRrAcompleteHome services and improvement · roofingcommercial

Which roofing contractors in the Minneapolis area specialize in ice dam prevention and proper attic ventilation for residential homes?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which roofing contractors in the Minneapolis area specialize in ice dam prevention and proper attic ventilation for residential homes?
3 real searches · 1 real-search pass
Minneapolis residential roofing contractors specialize ice dam prevention attic ventilation servicesGoogle ↗
OBSERVED
residential roofing contractors ice dam prevention attic ventilationGoogle ↗
OBSERVED
roofing companies ice dam solutions ventilation MinneapolisGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Minneapolis residential roofing contractors specialize ice dam prevention attic ventilation services Google ↗
residential roofing contractors ice dam prevention attic ventilation Google ↗
roofing companies ice dam solutions ventilation Minneapolis Google ↗
  1. Kuhl's Contracting · kuhlscontracting.com
  2. Ice dam prevention services · quarve.com
  3. Roof ventilation services · welterconstruction.com
  4. Roofing and ice dam prevention · perfectexteriorsmn.com
  5. Residential roofing services · 3riversmn.com
  6. Ice Dam Liquidators · icedamliquidators.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Minneapolis residential roofing contractors specialize ice dam prevention attic ventilation services
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
residential roofing contractors ice dam prevention attic ventilation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
roofing companies ice dam solutions ventilation Minneapolis
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1