Real ChatGPT answer · index seedLhpnXqMAxEUcompleteEducation · certificationscomparison

Looking at CPA review courses on sale today, is Becker or Roger CPA better for someone who only has two months to study while working full time?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at CPA review courses on sale today, is Becker or Roger CPA better for someone who only has two months to study while working full time?
2 real searches · 1 real-search pass
Becker CPA Review sale November 1 2026 pricing promo Roger CPA Review sale November 1 2026 pricingGoogle ↗
OBSERVEDComparison
Becker CPA Review vs UWorld Roger CPA Review study plan working full time two months lectures practice questions adaptive studyGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Becker CPA Review sale November 1 2026 pricing promo Roger CPA Review sale November 1 2026 pricing Google ↗
Becker CPA Review vs UWorld Roger CPA Review study plan working full time two months lectures practice questions adaptive study Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Becker CPA Review sale November 1 2026 pricing promo Roger CPA Review sale November 1 2026 pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Becker CPA Review vs UWorld Roger CPA Review study plan working full time two months lectures practice questions adaptive study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1