Real ChatGPT answer · index seedw5j3dYstd4wcompleteEducation · language learningcomparison

Comparing Pimsleur and Michel Thomas audio courses for an older learner who prefers listening while walking in the park.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Pimsleur and Michel Thomas audio courses for an older learner who prefers listening while walking in the park.
1 real search · 1 real-search pass
Pimsleur official audio lessons 30 minutes speaking recall course features Michel Thomas official method audio course featuresGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Pimsleur official audio lessons 30 minutes speaking recall course features Michel Thomas official method audio course features Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pimsleur official audio lessons 30 minutes speaking recall course features Michel Thomas official method audio course features
OBSERVED
Google ↗
AI Mode ↗
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