Real ChatGPT answer · index seed3P0DCsY8FbscompleteEducation · language learningcomparison

Weigh italki professional tutors against Preply certified instructors for teaching professional negotiation vocabulary to aerospace executives.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Weigh italki professional tutors against Preply certified instructors for teaching professional negotiation vocabulary to aerospace executives.
2 real searches · 1 real-search pass
italki Professional Teacher requirements professional teacher business English corporate lessons platform officialGoogle ↗
OBSERVED
Preply certified tutor certification requirements business English corporate training officialGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
italki Professional Teacher requirements professional teacher business English corporate lessons platform official Google ↗
Preply certified tutor certification requirements business English corporate training official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
italki Professional Teacher requirements professional teacher business English corporate lessons platform official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Preply certified tutor certification requirements business English corporate training official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1