Real ChatGPT answer · index seed8bMo9RCHRGIcompleteEducation · language learningcomparison

Is iTalki charging higher tutor booking fees this year compared to Preply for my employees trying to learn conversational French?

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 charging higher tutor booking fees this year compared to Preply for my employees trying to learn conversational French?
3 real searches · 1 real-search pass
italki student service fee booking fee 2026 official pricing changesGoogle ↗
OBSERVEDReason
Preply student service fee booking fee 2026 official pricingGoogle ↗
OBSERVEDShort fact
italki vs Preply student fees lesson booking payment fee comparison 2026Google ↗
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 fact33%Other / navigationalComparison33%ConsequenceReason33%DefinitionInstructionYes / 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
italki student service fee booking fee 2026 official pricing changes Google ↗
Preply student service fee booking fee 2026 official pricing Google ↗
italki vs Preply student fees lesson booking payment fee comparison 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
italki student service fee booking fee 2026 official pricing changes
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Preply student service fee booking fee 2026 official pricing
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
italki vs Preply student fees lesson booking payment fee comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1