Real ChatGPT answer · index seedfOMTeXi1SGkcompleteHome services and improvement · roofingcomparison

What are the step by step procedures for repairing step flashing that was improperly installed by a competing contractor in our local service area?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the step by step procedures for repairing step flashing that was improperly installed by a competing contractor in our local service area?
2 real searches · 1 real-search pass
IRC 2021 R903.2 flashing roof wall step flashing requirements manufacturer installation guideGoogle ↗
OBSERVEDInstruction
NRCA step flashing roof wall installation repair shingles sidewall flashing guidanceGoogle ↗
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).

Searches and sources

ChatGPT2 real searches · gpt-6
IRC 2021 R903.2 flashing roof wall step flashing requirements manufacturer installation guide Google ↗
NRCA step flashing roof wall installation repair shingles sidewall flashing guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRC 2021 R903.2 flashing roof wall step flashing requirements manufacturer installation guide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NRCA step flashing roof wall installation repair shingles sidewall flashing guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1