Real ChatGPT answer · index seed3zw1nJ4NxWwcompleteEducation · trade schoolscommercial

Recommend top tier plumbing license exam preparation software or crash courses designed specifically for master plumber applicants.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Recommend top tier plumbing license exam preparation software or crash courses designed specifically for master plumber applicants.
2 real searches · 1 real-search pass
master plumber exam preparation course software master plumber applicants exam prep Texas PSI 2026Google ↗
OBSERVEDInstruction
master plumber license exam prep online course practice tests national plumbing code master plumberGoogle ↗
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
master plumber exam preparation course software master plumber applicants exam prep Texas PSI 2026 Google ↗
master plumber license exam prep online course practice tests national plumbing code master plumber Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
master plumber exam preparation course software master plumber applicants exam prep Texas PSI 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
master plumber license exam prep online course practice tests national plumbing code master plumber
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1