Real ChatGPT answer · index seedL9kenr1c4TMcompleteEducation · language learningcomparison

Is iTalki cheaper and more effective than Berlitz for corporate language training programs in a small startup company?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is iTalki cheaper and more effective than Berlitz for corporate language training programs in a small startup company?
3 real searches · 1 real-search pass
italki business language training for companies corporate pricing features 2026Google ↗
OBSERVEDOther / navigational
Berlitz corporate language training programs pricing features business language trainingGoogle ↗
OBSERVEDComparison
italki vs Berlitz corporate language training reviews effectiveness flexibilityGoogle ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

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
italki business language training for companies corporate pricing features 2026 Google ↗
Berlitz corporate language training programs pricing features business language training Google ↗
italki vs Berlitz corporate language training reviews effectiveness flexibility Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
italki business language training for companies corporate pricing features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Berlitz corporate language training programs pricing features business language training
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
italki vs Berlitz corporate language training reviews effectiveness flexibility
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1