Real ChatGPT answer · index seed0hoN44SfxM0completeEducation · language learningcommercial

Could you compare Duolingo and Babbel for someone who wants to learn conversational English from scratch before moving to New York?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Could you compare Duolingo and Babbel for someone who wants to learn conversational English from scratch before moving to New York?
3 real searches · 1 real-search pass
Duolingo English course beginner speaking practice official features 2026Google ↗
OBSERVEDOther / navigational
Babbel English beginner course speaking practice speech recognition live classes official features 2026Google ↗
OBSERVEDOther / navigational
Duolingo vs Babbel English learning comparison beginner conversational speaking reviewGoogle ↗
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 factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / 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
Duolingo English course beginner speaking practice official features 2026 Google ↗
Babbel English beginner course speaking practice speech recognition live classes official features 2026 Google ↗
Duolingo vs Babbel English learning comparison beginner conversational speaking review Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Duolingo English course beginner speaking practice official features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Babbel English beginner course speaking practice speech recognition live classes official features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Duolingo vs Babbel English learning comparison beginner conversational speaking review
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1