Real ChatGPT answer · index seed3ct4Eyw8yFwcompleteHome services and improvement · roofingcomparison

Do I need to worry about local roofing permit requirements city rules if I am just replacing a few storm damaged shingle repair patches myself?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do I need to worry about local roofing permit requirements city rules if I am just replacing a few storm damaged shingle repair patches myself?
2 real searches · 1 real-search pass
City of Memphis Tennessee building permit roof repair shingles minor repair permit requirements roofingGoogle ↗
OBSERVEDInstruction
Shelby County Tennessee roofing permit minor roof repair shingle replacement building permitGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
City of Memphis Tennessee building permit roof repair shingles minor repair permit requirements roofing Google ↗
Shelby County Tennessee roofing permit minor roof repair shingle replacement building permit Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
City of Memphis Tennessee building permit roof repair shingles minor repair permit requirements roofing
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Shelby County Tennessee roofing permit minor roof repair shingle replacement building permit
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1