Real ChatGPT answer · index seedwkd3Q8TYNw0completeHome services and improvement · contractors and remodelinglocal

What is the exact procedure for applying for an over-the-counter building permit for interior non-structural remodeling in Philadelphia

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the exact procedure for applying for an over-the-counter building permit for interior non-structural remodeling in Philadelphia
2 real searches · 1 real-search pass
Philadelphia L&I over-the-counter building permit interior non-structural remodeling application procedure EZ permit online 2026Google ↗
OBSERVEDInstruction
site:phila.gov/services/permits-violations-licenses/get-a-permit Philadelphia building permit interior alterations non structural OTC permitGoogle ↗
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%ComparisonConsequenceReasonDefinitionInstruction50%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
Philadelphia L&I over-the-counter building permit interior non-structural remodeling application procedure EZ permit online 2026 Google ↗
site:phila.gov/services/permits-violations-licenses/get-a-permit Philadelphia building permit interior alterations non structural OTC permit Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Philadelphia L&I over-the-counter building permit interior non-structural remodeling application procedure EZ permit online 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
site:phila.gov/services/permits-violations-licenses/get-a-permit Philadelphia building permit interior alterations non structural OTC permit
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1