Real ChatGPT answer · index seedsdkPxIlI4LkcompleteHome services and improvement · roofinginformational

How much does storm damaged shingle repair usually cost when hiring a local contractor versus buying materials and doing it myself?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does storm damaged shingle repair usually cost when hiring a local contractor versus buying materials and doing it myself?
2 real searches · 1 real-search pass
Northern Virginia asphalt shingle roof repair cost per shingle storm damage contractor 2026 DIY materials costGoogle ↗
OBSERVEDReason
asphalt roof shingle repair cost national average materials labor HomeGuide Angi 2026Google ↗
OBSERVEDOther / navigational

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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Northern Virginia asphalt shingle roof repair cost per shingle storm damage contractor 2026 DIY materials cost Google ↗
asphalt roof shingle repair cost national average materials labor HomeGuide Angi 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Northern Virginia asphalt shingle roof repair cost per shingle storm damage contractor 2026 DIY materials cost
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
asphalt roof shingle repair cost national average materials labor HomeGuide Angi 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1