Real ChatGPT answer · index seedI2qz1XmsCfIcompleteEducation · language learningcomparison

Compare Rosetta Stone corporate solutions with Berlitz for a team of software engineers who need fluent English by next month

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Rosetta Stone corporate solutions with Berlitz for a team of software engineers who need fluent English by next month
3 real searches · 1 real-search pass
Rosetta Stone Enterprise corporate language learning solutions features English training officialGoogle ↗
OBSERVEDOther / navigational
Berlitz corporate language training English business solutions features officialGoogle ↗
OBSERVEDOther / navigational
Rosetta Stone enterprise vs Berlitz corporate language training pricing outcomes reviewsGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Rosetta Stone Enterprise corporate language learning solutions features English training official Google ↗
Berlitz corporate language training English business solutions features official Google ↗
Rosetta Stone enterprise vs Berlitz corporate language training pricing outcomes reviews Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Rosetta Stone Enterprise corporate language learning solutions features English training official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Berlitz corporate language training English business solutions features official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Rosetta Stone enterprise vs Berlitz corporate language training pricing outcomes reviews
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1