Real ChatGPT answer · index seed3XydzO0QXDEcompleteEducation · test prepcommercial

Compare the pass rates for Kaplan versus Bloomberg Exam Prep for CFA Level One since the curriculum updates and question format shifts took effect.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the pass rates for Kaplan versus Bloomberg Exam Prep for CFA Level One since the curriculum updates and question format shifts took effect.
3 real searches · 1 real-search pass
Kaplan Schweser CFA Level I pass rate success rate pass guarantee methodology 2025 2026Google ↗
OBSERVEDYes / no
Bloomberg Exam Prep CFA Level I pass rate success rate candidates pass rate methodology 2025 2026Google ↗
OBSERVEDShort fact
CFA Level I curriculum changes 2024 2025 question format item set vignette questions practical skills modulesGoogle ↗
OBSERVEDReason

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 (3)
Short fact33%Other / navigationalComparisonConsequenceReason33%DefinitionInstructionYes / no33%

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Kaplan Schweser CFA Level I pass rate success rate pass guarantee methodology 2025 2026 Google ↗
Bloomberg Exam Prep CFA Level I pass rate success rate candidates pass rate methodology 2025 2026 Google ↗
CFA Level I curriculum changes 2024 2025 question format item set vignette questions practical skills modules Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kaplan Schweser CFA Level I pass rate success rate pass guarantee methodology 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Bloomberg Exam Prep CFA Level I pass rate success rate candidates pass rate methodology 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
CFA Level I curriculum changes 2024 2025 question format item set vignette questions practical skills modules
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1