Real ChatGPT answer · index seedhnSxHgZ8Q6EcompleteEducation · language learningcomparison

Compare iTalki and Preply commission structures and teacher vetting processes for a corporate HR director planning a global language training initiative.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare iTalki and Preply commission structures and teacher vetting processes for a corporate HR director planning a global language training initiative.
3 real searches · 1 real-search pass
italki teacher commission fee structure teacher application vetting professional teacher community tutor requirements 2026Google ↗
OBSERVEDOther / navigational
Preply tutor commission structure trial lesson commission subsequent lessons tutor verification application vetting 2026Google ↗
OBSERVEDInstruction
italki corporate language training business solutions enterprise HR language learningGoogle ↗
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 (3)
Short factOther / navigational67%ComparisonConsequenceReasonDefinitionInstruction33%Yes / 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 teacher commission fee structure teacher application vetting professional teacher community tutor requirements 2026 Google ↗
Preply tutor commission structure trial lesson commission subsequent lessons tutor verification application vetting 2026 Google ↗
italki corporate language training business solutions enterprise HR language learning Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
italki teacher commission fee structure teacher application vetting professional teacher community tutor requirements 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Preply tutor commission structure trial lesson commission subsequent lessons tutor verification application vetting 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
italki corporate language training business solutions enterprise HR language learning
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1