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What are the pass rates for plumbing license exam preparation programs that offer a money-back guarantee if the student fails on the first try?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the pass rates for plumbing license exam preparation programs that offer a money-back guarantee if the student fails on the first try?
3 real searches · 1 real-search pass
plumbing license exam prep "money back guarantee" first attempt pass rateGoogle ↗
OBSERVED
plumbing exam prep course pass guarantee "pass rate" plumbing licenseGoogle ↗
OBSERVED
plumbing contractor exam prep money-back guarantee fail first tryGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
plumbing license exam prep "money back guarantee" first attempt pass rate Google ↗
plumbing exam prep course pass guarantee "pass rate" plumbing license Google ↗
plumbing contractor exam prep money-back guarantee fail first try Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
plumbing license exam prep "money back guarantee" first attempt pass rate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
plumbing exam prep course pass guarantee "pass rate" plumbing license
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
plumbing contractor exam prep money-back guarantee fail first try
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1