Real ChatGPT answer · index seedeDAeBGoIx48completeEducation · tutoringcomparison

Compare Rosetta Stone and Pimsleur for audio based Spanish learning while commuting to my campus job on public transit every morning.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Rosetta Stone and Pimsleur for audio based Spanish learning while commuting to my campus job on public transit every morning.
4 real searches · 1 real-search pass
Rosetta Stone Spanish subscription audio lessons offline access official features 2026Google ↗
OBSERVEDOther / navigational
Pimsleur Spanish subscription lesson length offline access hands free official features 2026Google ↗
OBSERVEDOther / navigational
Pimsleur Spanish official audio lessons 30 minute hands free offline app features pricing 2026Google ↗
OBSERVEDOther / navigational
Rosetta Stone Spanish official mobile app audio companion visual lessons offline features pricing 2026Google ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Rosetta Stone Spanish subscription audio lessons offline access official features 2026 Google ↗
Pimsleur Spanish subscription lesson length offline access hands free official features 2026 Google ↗
Pimsleur Spanish official audio lessons 30 minute hands free offline app features pricing 2026 Google ↗
Rosetta Stone Spanish official mobile app audio companion visual lessons offline features pricing 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Rosetta Stone Spanish subscription audio lessons offline access official features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Pimsleur Spanish subscription lesson length offline access hands free official features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Pimsleur Spanish official audio lessons 30 minute hands free offline app features pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Rosetta Stone Spanish official mobile app audio companion visual lessons offline features pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1