Real ChatGPT answer · index seedZmNWwyisMd0completeEducation · language learningcommercial

I am looking for independent reviews of online Polish language coaches who specialize in technical vocabulary for our software development outsourcing team.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I am looking for independent reviews of online Polish language coaches who specialize in technical vocabulary for our software development outsourcing team.
3 real searches · 1 real-search pass
independent reviews online Polish language tutors technical vocabulary IT software developers business Polish Preply italki reviewsGoogle ↗
OBSERVEDReason
Polish language teachers IT vocabulary software development technical Polish lessons corporate training reviewsGoogle ↗
OBSERVEDReason
Polish for IT professionals language training software developers Polish technical terminology tutorGoogle ↗
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 / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / 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
independent reviews online Polish language tutors technical vocabulary IT software developers business Polish Preply italki reviews Google ↗
Polish language teachers IT vocabulary software development technical Polish lessons corporate training reviews Google ↗
Polish for IT professionals language training software developers Polish technical terminology tutor Google ↗
  1. Simply Polish · simplypolish.pl
  2. Opinie Simply Polish By Olga Bambrowicz Poznań · gowork.pl
  3. Polish for Tech Professionals · in-polish.pl
  4. Polish for Foreigners — Online Lessons & B1 State Exam Prep · in-polish.pl
  5. Corporate Polish training · betteratpolish.com
  6. Better at Polish · betteratpolish.com
  7. Corporate Polish courses · learnpolishwithweronika.com
  8. Trustpilot review profile · trustpilot.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
independent reviews online Polish language tutors technical vocabulary IT software developers business Polish Preply italki reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Polish language teachers IT vocabulary software development technical Polish lessons corporate training reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Polish for IT professionals language training software developers Polish technical terminology tutor
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1