Real ChatGPT answer · index seeddOocCaWJIhwcompleteEducation · certificationsinformational

What is the 150 hour rule for the CPA exam and how do most business majors in the United States complete those extra credits without staying in school for another full year?

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 150 hour rule for the CPA exam and how do most business majors in the United States complete those extra credits without staying in school for another full year?
2 real searches · 1 real-search pass
2026 CPA 150 credit hour requirement state board pathways 120 credits sit for CPA exam official NASBAGoogle ↗
OBSERVEDInstruction
Virginia CPA licensure 150 semester hours 2026 education requirements 120 exam eligibilityGoogle ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReasonDefinitionInstruction50%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
2026 CPA 150 credit hour requirement state board pathways 120 credits sit for CPA exam official NASBA Google ↗
Virginia CPA licensure 150 semester hours 2026 education requirements 120 exam eligibility Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 CPA 150 credit hour requirement state board pathways 120 credits sit for CPA exam official NASBA
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Virginia CPA licensure 150 semester hours 2026 education requirements 120 exam eligibility
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1