Real ChatGPT answer · index seeduY7lJxUD3xccompleteEducation · language learningcomparison

Compare Preply and iTalki commission rates and tutor demographics for an experienced English instructor starting out.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Preply and iTalki commission rates and tutor demographics for an experienced English instructor starting out.
3 real searches · 1 real-search pass
Preply tutor commission 100% trial lesson 18% 33% official tutor terms 2026Google ↗
OBSERVEDInstruction
italki teacher commission 15% lesson commission official teacher handbook 2026Google ↗
OBSERVEDInstruction
Preply English tutors demographics professional teachers community tutors italki English teachers platform demographicsGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason33%DefinitionInstruction67%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
Preply tutor commission 100% trial lesson 18% 33% official tutor terms 2026 Google ↗
italki teacher commission 15% lesson commission official teacher handbook 2026 Google ↗
Preply English tutors demographics professional teachers community tutors italki English teachers platform demographics Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Preply tutor commission 100% trial lesson 18% 33% official tutor terms 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
italki teacher commission 15% lesson commission official teacher handbook 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Preply English tutors demographics professional teachers community tutors italki English teachers platform demographics
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1